write essay on digital technology

Feb 13, 2023

200-500 Word Example Essays about Technology

Got an essay assignment about technology check out these examples to inspire you.

Technology is a rapidly evolving field that has completely changed the way we live, work, and interact with one another. Technology has profoundly impacted our daily lives, from how we communicate with friends and family to how we access information and complete tasks. As a result, it's no surprise that technology is a popular topic for students writing essays.

But writing a technology essay can be challenging, especially for those needing more time or help with writer's block. This is where Jenni.ai comes in. Jenni.ai is an innovative AI tool explicitly designed for students who need help writing essays. With Jenni.ai, students can quickly and easily generate essays on various topics, including technology.

This blog post aims to provide readers with various example essays on technology, all generated by Jenni.ai. These essays will be a valuable resource for students looking for inspiration or guidance as they work on their essays. By reading through these example essays, students can better understand how technology can be approached and discussed in an essay.

Moreover, by signing up for a free trial with Jenni.ai, students can take advantage of this innovative tool and receive even more support as they work on their essays. Jenni.ai is designed to help students write essays faster and more efficiently, so they can focus on what truly matters – learning and growing as a student. Whether you're a student who is struggling with writer's block or simply looking for a convenient way to generate essays on a wide range of topics, Jenni.ai is the perfect solution.

The Impact of Technology on Society and Culture

Introduction:.

Technology has become an integral part of our daily lives and has dramatically impacted how we interact, communicate, and carry out various activities. Technological advancements have brought positive and negative changes to society and culture. In this article, we will explore the impact of technology on society and culture and how it has influenced different aspects of our lives.

Positive impact on communication:

Technology has dramatically improved communication and made it easier for people to connect from anywhere in the world. Social media platforms, instant messaging, and video conferencing have brought people closer, bridging geographical distances and cultural differences. This has made it easier for people to share information, exchange ideas, and collaborate on projects.

Positive impact on education:

Students and instructors now have access to a multitude of knowledge and resources because of the effect of technology on education . Students may now study at their speed and from any location thanks to online learning platforms, educational applications, and digital textbooks.

Negative impact on critical thinking and creativity:

Technological advancements have resulted in a reduction in critical thinking and creativity. With so much information at our fingertips, individuals have become more passive in their learning, relying on the internet for solutions rather than logic and inventiveness. As a result, independent thinking and problem-solving abilities have declined.

Positive impact on entertainment:

Technology has transformed how we access and consume entertainment. People may now access a wide range of entertainment alternatives from the comfort of their own homes thanks to streaming services, gaming platforms, and online content makers. The entertainment business has entered a new age of creativity and invention as a result of this.

Negative impact on attention span:

However, the continual bombardment of information and technological stimulation has also reduced attention span and the capacity to focus. People are easily distracted and need help focusing on a single activity for a long time. This has hampered productivity and the ability to accomplish duties.

The Ethics of Artificial Intelligence And Machine Learning

The development of artificial intelligence (AI) and machine learning (ML) technologies has been one of the most significant technological developments of the past several decades. These cutting-edge technologies have the potential to alter several sectors of society, including commerce, industry, healthcare, and entertainment. 

As with any new and quickly advancing technology, AI and ML ethics must be carefully studied. The usage of these technologies presents significant concerns around privacy, accountability, and command. As the use of AI and ML grows more ubiquitous, we must assess their possible influence on society and investigate the ethical issues that must be taken into account as these technologies continue to develop.

What are Artificial Intelligence and Machine Learning?

Artificial Intelligence is the simulation of human intelligence in machines designed to think and act like humans. Machine learning is a subfield of AI that enables computers to learn from data and improve their performance over time without being explicitly programmed.

The impact of AI and ML on Society

The use of AI and ML in various industries, such as healthcare, finance, and retail, has brought many benefits. For example, AI-powered medical diagnosis systems can identify diseases faster and more accurately than human doctors. However, there are also concerns about job displacement and the potential for AI to perpetuate societal biases.

The Ethical Considerations of AI and ML

A. Bias in AI algorithms

One of the critical ethical concerns about AI and ML is the potential for algorithms to perpetuate existing biases. This can occur if the data used to train these algorithms reflects the preferences of the people who created it. As a result, AI systems can perpetuate these biases and discriminate against certain groups of people.

B. Responsibility for AI-generated decisions

Another ethical concern is the responsibility for decisions made by AI systems. For example, who is responsible for the damage if a self-driving car causes an accident? The manufacturer of the vehicle, the software developer, or the AI algorithm itself?

C. The potential for misuse of AI and ML

AI and ML can also be used for malicious purposes, such as cyberattacks and misinformation. The need for more regulation and oversight in developing and using these technologies makes it difficult to prevent misuse.

The developments in AI and ML have given numerous benefits to humanity, but they also present significant ethical concerns that must be addressed. We must assess the repercussions of new technologies on society, implement methods to limit the associated dangers, and guarantee that they are utilized for the greater good. As AI and ML continue to play an ever-increasing role in our daily lives, we must engage in an open and frank discussion regarding their ethics.

The Future of Work And Automation

Rapid technological breakthroughs in recent years have brought about considerable changes in our way of life and work. Concerns regarding the influence of artificial intelligence and machine learning on the future of work and employment have increased alongside the development of these technologies. This article will examine the possible advantages and disadvantages of automation and its influence on the labor market, employees, and the economy.

The Advantages of Automation

Automation in the workplace offers various benefits, including higher efficiency and production, fewer mistakes, and enhanced precision. Automated processes may accomplish repetitive jobs quickly and precisely, allowing employees to concentrate on more complex and creative activities. Additionally, automation may save organizations money since it removes the need to pay for labor and minimizes the danger of workplace accidents.

The Potential Disadvantages of Automation

However, automation has significant disadvantages, including job loss and income stagnation. As robots and computers replace human labor in particular industries, there is a danger that many workers may lose their jobs, resulting in higher unemployment and more significant economic disparity. Moreover, if automation is not adequately regulated and managed, it might lead to stagnant wages and a deterioration in employees' standard of life.

The Future of Work and Automation

Despite these difficulties, automation will likely influence how labor is done. As a result, firms, employees, and governments must take early measures to solve possible issues and reap the rewards of automation. This might entail funding worker retraining programs, enhancing education and skill development, and implementing regulations that support equality and justice at work.

IV. The Need for Ethical Considerations

We must consider the ethical ramifications of automation and its effects on society as technology develops. The impact on employees and their rights, possible hazards to privacy and security, and the duty of corporations and governments to ensure that automation is utilized responsibly and ethically are all factors to be taken into account.

Conclusion:

To summarise, the future of employment and automation will most certainly be defined by a complex interaction of technological advances, economic trends, and cultural ideals. All stakeholders must work together to handle the problems and possibilities presented by automation and ensure that technology is employed to benefit society as a whole.

The Role of Technology in Education

Introduction.

Nearly every part of our lives has been transformed by technology, and education is no different. Today's students have greater access to knowledge, opportunities, and resources than ever before, and technology is becoming a more significant part of their educational experience. Technology is transforming how we think about education and creating new opportunities for learners of all ages, from online courses and virtual classrooms to instructional applications and augmented reality.

Technology's Benefits for Education

The capacity to tailor learning is one of technology's most significant benefits in education. Students may customize their education to meet their unique needs and interests since they can access online information and tools. 

For instance, people can enroll in online classes on topics they are interested in, get tailored feedback on their work, and engage in virtual discussions with peers and subject matter experts worldwide. As a result, pupils are better able to acquire and develop the abilities and information necessary for success.

Challenges and Concerns

Despite the numerous advantages of technology in education, there are also obstacles and considerations to consider. One issue is the growing reliance on technology and the possibility that pupils would become overly dependent on it. This might result in a lack of critical thinking and problem-solving abilities, as students may become passive learners who only follow instructions and rely on technology to complete their assignments.

Another obstacle is the digital divide between those who have access to technology and those who do not. This division can exacerbate the achievement gap between pupils and produce uneven educational and professional growth chances. To reduce these consequences, all students must have access to the technology and resources necessary for success.

In conclusion, technology is rapidly becoming an integral part of the classroom experience and has the potential to alter the way we learn radically. 

Technology can help students flourish and realize their full potential by giving them access to individualized instruction, tools, and opportunities. While the benefits of technology in the classroom are undeniable, it's crucial to be mindful of the risks and take precautions to guarantee that all kids have access to the tools they need to thrive.

The Influence of Technology On Personal Relationships And Communication 

Technological advancements have profoundly altered how individuals connect and exchange information. It has changed the world in many ways in only a few decades. Because of the rise of the internet and various social media sites, maintaining relationships with people from all walks of life is now simpler than ever. 

However, concerns about how these developments may affect interpersonal connections and dialogue are inevitable in an era of rapid technological growth. In this piece, we'll discuss how the prevalence of digital media has altered our interpersonal connections and the language we use to express ourselves.

Direct Effect on Direct Interaction:

The disruption of face-to-face communication is a particularly stark example of how technology has impacted human connections. The quality of interpersonal connections has suffered due to people's growing preference for digital over human communication. Technology has been demonstrated to reduce the usage of nonverbal signs such as facial expressions, tone of voice, and other indicators of emotional investment in the connection.

Positive Impact on Long-Distance Relationships:

Yet there are positives to be found as well. Long-distance relationships have also benefited from technological advancements. The development of technologies such as video conferencing, instant messaging, and social media has made it possible for individuals to keep in touch with distant loved ones. It has become simpler for individuals to stay in touch and feel connected despite geographical distance.

The Effects of Social Media on Personal Connections:

The widespread use of social media has had far-reaching consequences, especially on the quality of interpersonal interactions. Social media has positive and harmful effects on relationships since it allows people to keep in touch and share life's milestones.

Unfortunately, social media has made it all too easy to compare oneself to others, which may lead to emotions of jealousy and a general decline in confidence. Furthermore, social media might cause people to have inflated expectations of themselves and their relationships.

A Personal Perspective on the Intersection of Technology and Romance

Technological advancements have also altered physical touch and closeness. Virtual reality and other technologies have allowed people to feel physical contact and familiarity in a digital setting. This might be a promising breakthrough, but it has some potential downsides. 

Experts are concerned that people's growing dependence on technology for intimacy may lead to less time spent communicating face-to-face and less emphasis on physical contact, both of which are important for maintaining good relationships.

In conclusion, technological advancements have significantly affected the quality of interpersonal connections and the exchange of information. Even though technology has made it simpler to maintain personal relationships, it has chilled interpersonal interactions between people. 

Keeping tabs on how technology is changing our lives and making adjustments as necessary is essential as we move forward. Boundaries and prioritizing in-person conversation and physical touch in close relationships may help reduce the harm it causes.

The Security and Privacy Implications of Increased Technology Use and Data Collection

The fast development of technology over the past few decades has made its way into every aspect of our life. Technology has improved many facets of our life, from communication to commerce. However, significant privacy and security problems have emerged due to the broad adoption of technology. In this essay, we'll look at how the widespread use of technological solutions and the subsequent explosion in collected data affects our right to privacy and security.

Data Mining and Privacy Concerns

Risk of Cyber Attacks and Data Loss

The Widespread Use of Encryption and Other Safety Mechanisms

The Privacy and Security of the Future in a Globalized Information Age

Obtaining and Using Individual Information

The acquisition and use of private information is a significant cause for privacy alarm in the digital age. Data about their customers' online habits, interests, and personal information is a valuable commodity for many internet firms. Besides tailored advertising, this information may be used for other, less desirable things like identity theft or cyber assaults.

Moreover, many individuals need to be made aware of what data is being gathered from them or how it is being utilized because of the lack of transparency around gathering personal information. Privacy and data security have become increasingly contentious as a result.

Data breaches and other forms of cyber-attack pose a severe risk.

The risk of cyber assaults and data breaches is another big issue of worry. More people are using more devices, which means more opportunities for cybercriminals to steal private information like credit card numbers and other identifying data. This may cause monetary damages and harm one's reputation or identity.

Many high-profile data breaches have occurred in recent years, exposing the personal information of millions of individuals and raising serious concerns about the safety of this information. Companies and governments have responded to this problem by adopting new security methods like encryption and multi-factor authentication.

Many businesses now use encryption and other security measures to protect themselves from cybercriminals and data thieves. Encryption keeps sensitive information hidden by encoding it so that only those possessing the corresponding key can decipher it. This prevents private information like bank account numbers or social security numbers from falling into the wrong hands.

Firewalls, virus scanners, and two-factor authentication are all additional security precautions that may be used with encryption. While these safeguards do much to stave against cyber assaults, they are not entirely impregnable, and data breaches are still possible.

The Future of Privacy and Security in a Technologically Advanced World

There's little doubt that concerns about privacy and security will persist even as technology improves. There must be strict safeguards to secure people's private information as more and more of it is transferred and kept digitally. To achieve this goal, it may be necessary to implement novel technologies and heightened levels of protection and to revise the rules and regulations regulating the collection and storage of private information.

Individuals and businesses are understandably concerned about the security and privacy consequences of widespread technological use and data collecting. There are numerous obstacles to overcome in a society where technology plays an increasingly important role, from acquiring and using personal data to the risk of cyber-attacks and data breaches. Companies and governments must keep spending money on security measures and working to educate people about the significance of privacy and security if personal data is to remain safe.

In conclusion, technology has profoundly impacted virtually every aspect of our lives, including society and culture, ethics, work, education, personal relationships, and security and privacy. The rise of artificial intelligence and machine learning has presented new ethical considerations, while automation is transforming the future of work. 

In education, technology has revolutionized the way we learn and access information. At the same time, our dependence on technology has brought new challenges in terms of personal relationships, communication, security, and privacy.

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Essay Samples on Information Technology

The benefits of information technology: empowering the modern world.

This essay has examined the myriad benefits of information technology, emphasizing its transformative impact on various sectors and aspects of modern society. As IT continues to evolve, its potential to further enhance our lives and the world remains immense. Introduction The advent of Information Technology...

• Advantages of Technology
• Information Technology

Issues and Challenges in Information Technology: Exploring the Landscape

Introduction This essay has shed light on the array of issues and challenges that arise within the realm of Information Technology. It emphasizes the importance of proactive measures, ethical considerations, and collaborative efforts to navigate the complexities of the digital landscape. The rapid advancement of...

• Modern Technology

Information Technology in Education: Empowering Learning in the Digital Age

This essay has explored the transformative role of information technology in education, emphasizing its potential to enhance learning experiences, foster collaboration, and prepare students for the challenges of the digital age. It underscores the importance of embracing technology as a catalyst for educational innovation and...

• Technology in Education

The Future of Information Technology: Navigating the Digital Frontier

This essay has provided insights into the potential future of information technology, highlighting the transformative technologies and challenges that await us as we navigate the digital landscape. Introduction The landscape of Information Technology (IT) is continually evolving, shaping the way we live, work, and interact....

The Advantages of Information Technology: Transforming the Modern World

This essay has delved into the extensive advantages of information technology, highlighting its critical role in shaping various aspects of modern society. As IT continues to evolve, its potential to further enhance our lives and the world remains immense. Introduction In the modern era, information...

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Disadvantages of Information Technology: Navigating Digital Downsides

This essay has examined the various disadvantages of information technology, emphasizing the need for a comprehensive approach to navigating these challenges. As IT continues to dominate modern life, understanding and addressing these issues will be paramount for individuals, businesses, and governments alike. Introduction Information Technology...

• Digital Communication

The History of Information Technology: From Abacus to AI

This essay has explored the rich history of information technology, from its humble beginnings to the transformative technologies that define our modern world. It serves as a reminder of the incredible journey of human innovation and the boundless potential of technology. Introduction The history of...

The Ubiquitous Role of Information Technology in Daily Life

Introduction This essay has highlighted the far-reaching influence of information technology on daily life, underscoring its role in communication, convenience, entertainment, work, and more. As we navigate the digital landscape, it's essential to be mindful of its implications and maximize its positive impact on our...

The Evolution of Information Technology Entrepreneurship

Introduction Information technology has had a deep impact on the current era. Almost every aspect of globalization is highly dependent on it. It has become dominant in all aspects of globalization. Information Technology is the study of transmitting information in various ways through the means...

• Effects of Technology
• Globalization

The Ethical Behavior When Using Information Communication And Technology

The topic that I choose and I want to explain is about online harassment. Online harassment or known as cyber harassment and online abuse. Online means email, social media platforms like Instagram, Twitter, Facebook, and messanging app like Whatsapp, digital platforms like Youtube. Actually there...

• Cyber Bullying

Overview Of Information And Communication Technology In Bangladesh Context

Introduction: Information and communication technology (ICT) has become a part and parcel in today’s modern civilization. Although it was first adopted by private sector but now after seeing the potential and success rate, government of different countries are coping up with this magic wand. In...

Comsats Institute Of Information Technology

Green computing also known as Green IT, is the environmentally responsible and eco-friendly use of computers and their resources. In broader terms, it is also defined as the study of designing, engineering, using, disposing or recycling of computing devices in a way that reduces their...

• Impact of Technology

The Integration Of Information And Communication Technology In Education

Information and Communication Technology (ICT) has become a catchphrase in the contemporary world where every single moment of humanity is monitored and anchored by technology. ICTs have made swift treads for the past three decades by bringing in new dimensions in the fields of transmission...

• Education System

Best topics on Information Technology

1. The Benefits of Information Technology: Empowering the Modern World

2. Issues and Challenges in Information Technology: Exploring the Landscape

3. Information Technology in Education: Empowering Learning in the Digital Age

4. The Future of Information Technology: Navigating the Digital Frontier

5. The Advantages of Information Technology: Transforming the Modern World

6. Disadvantages of Information Technology: Navigating Digital Downsides

7. The History of Information Technology: From Abacus to AI

8. The Ubiquitous Role of Information Technology in Daily Life

9. The Evolution of Information Technology Entrepreneurship

10. The Ethical Behavior When Using Information Communication And Technology

11. Overview Of Information And Communication Technology In Bangladesh Context

12. Comsats Institute Of Information Technology

13. The Integration Of Information And Communication Technology In Education

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How to Write an Essay on Modern Technology

• Updated On: March 13, 2018
• By : Amol Wagh

With the vast advancement in technology, there has been an unmeasurable impact on human life. Technology has had great influence on the society at large. Most countries in the world have developed rapidly due to the encroachment of technology. Technology has helped stimulate the economic sector. Many businesses have grown and improved because of technology. Additionally, Communication has been enhanced, and people can communicate and interact globally through various platforms. The impact technology has had on the society is indeed massive. However, modern technology has its advantages and disadvantages.

Specifics of writing an essay on technology

Writing a paper on technology necessitates precision, clarity, and consistency in presenting your thoughts and ideas. When writing an essay on technology you ought to be precise and clear in how you present your ideas. Your audience should not encounter difficulties trying to comprehend. Your article also ought to have consistency so as not to mislead your reader(s).

Tips on how to write an essay on technology

As a student in college, you ought to be prepared to handle any paper, and since essay writing is a mandatory task in college, it is crucial that you are well equipped with the proficient writing skills. Additionally, you ought to know and understand the features of a paper. Writing an essay on technology is not as difficult as many students may believe to be. To write a paper on technology, writers from Perfect Essay recommend you put the following tips into consideration:

• Choose a topic . Select a topic which you can familiarize yourself with and one which will not be challenging for you to handle. Having a topic will allow you to write about something specific rather than technology. For instance, you can write about the influence of modern technology on the society.
• Conduct extensive research . Doing research allows you to gather as much information as possible to include in your essay. Additionally, it enlightens you more about technology itself as well as what impact it has had on the society.
• Use a mind map . A mind map helps you organize your points to avoid mixing them up. Additionally, it helps make your research more comfortable as you will be able to look for information quickly.
• Draft an outline . An outline is essential in essay writing. It helps you have a rough draft of how your article ought to appear. Moreover, it helps simplify the writing process as you will have the information you need ready. An outline also helps your paper to have a smooth a systematic flow.
• Have an introduction . The vitality of an introduction in essay writing is that it introduces the audience to your article. Incorporate a hook for your introduction. It will help capture the attention of your reader(s) and make them interested in reading your paper.
• Develop a thesis statement . A thesis statement is fundamental on essay writing as it holds the central argument in the topic. Additionally, it helps you develop strong body paragraphs for your article. The thesis statement is usually found in the introductory paragraph.
• Develop strong body paragraphs . The body of an essay is crucial as it seeks to explain further what the article is about. It is also the main content of your paper. The body of your paper should entail detailed explanations of your assertions and evidence to support them. Remember to begin each body paragraph with a topic sentence.
• Use transition sentences . Transitions help you establish a logical connection or relationship between the sentences and paragraphs in your article. Furthermore, they help to distinguish a point from another.
• The conclusion . The conclusion of an article helps show the audience that your paper has come to an end. Conclude your essay with a statement which enlightens your audience of something new or calls them to action. An article on technology can inform your audience of something they did not know as well as alert them of the disadvantages of modern technology on society.

Common mistakes when writing an essay on technology

No one is perfect. We are all used to making mistakes. While in college, you can errors while writing your paper which is not a bad thing. However, you need to ensure you correct them before handing over your article. This will help you attract more readers to your paper as well as give you good grades. Some of the common mistakes students can make while writing an essay on technology include:

• Misunderstanding the topic. It is evident that many students misunderstand the topic before writing their articles. For instance, a student can write an essay about the advantages of technology instead of the impact technology has had on society.
• Lack of evidence. Some students do not support their claims. They state them and briefly describe without stating the reasons as to why they came up with those claims.
• Many students forward their articles without going through them. This makes them have poor grades since their papers may have many mistakes and hence the audience may quickly lose interest in such article.

Final notes

In conclusion, when writing an essay on modern technology, it is crucial you know what modern technology is as well as the specifics of writing such an essay. You also need to note the impact it has had on the society. Moreover, you need to conduct ample research and read widely to come up with concrete points for your article. The tips stated above can be helpful when writing such an essay.

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Student Essays

4 Creative Essays on Digital Technology [ Importance & Benefits ]

Digital technology is the driving force in current socio economic development. It has assumed the tremendous importance in our daily life. The Following Essay on Digital Technology has been written to highlight the importance and benefits of digital technology in our daily lives and how the students can take benefit from digital technology

Essay on Digital Technology | Importance, Usages & Benefits of Digital Technology in Life

Digital technology refers at innovation in every field of our life. The technology has brought drastic changes in the way we used to live our life. There are various benefits of digital technology which has made our life easier and more comfortable than ever before.

There are endless advantages of using digital technology in our life. Firstly, with the help of internet, we can easily connect with people from all over the world. This has helped us to build strong relationships with people who are far away from us. Secondly, digital technology has enabled us to access information anytime and anywhere. We can now easily get the information we need without having to go through any trouble.

>>>> Read Also:   “ Paragraph on Television ”

Thirdly, digital technology has made it possible for us to do many tasks conveniently and quickly. For example, we can now shop for our favourite products online without having to go out. Lastly, digital technology has helped us to stay connected with the latest news and trends happening all over the world. We can now easily get information about any topic we are interested in.

Benefits of Digital Technology for Students

There are many ways in which students can take benefits from digital technology of today. Firstly, internet has made it possible for students to access information about any topic they are interested in. They can now easily get information about any subject they are studying without having to go through any trouble.

Secondly, digital technology has enabled students to connect with people from all over the world. This has helped them to build strong relationships with people who are far away from them. Thirdly, digital technology has made it possible for students to do many tasks conveniently and quickly. For example, they can now shop for their favourite products online without having to go out. Lastly, digital technology has helped students to stay connected with

Thus, it is evident that digital technology has brought many benefits in our life. We can enjoy a better and more comfortable life with the help of digital technology.

Short Essay on Digital Technology:

Digital technology has revolutionized the world we live in today. It has transformed how we communicate, work, and access information. From smartphones to computers, digital technology is an integral part of our daily lives.

One of the biggest advantages of digital technology is its ability to connect people from different parts of the world. With just a few clicks, we can now communicate with someone on the other side of the planet. This has made it easier for businesses to expand globally and for individuals to stay connected with their loved ones no matter where they are.

Another major impact of digital technology is seen in the workplace. With the rise of automation and artificial intelligence, many tasks that were previously done by humans can now be done more efficiently by machines. This has led to increased productivity and streamlined processes in various industries.

However, with the increasing reliance on digital technology, there are also concerns about its potential negative effects. One of the biggest challenges is cybersecurity. As more and more data is being stored online and shared through digital platforms, it has become crucial to protect this sensitive information from cyber attacks.

Moreover, there are also concerns about the impact of digital technology on our physical health. With the rise of sedentary lifestyles due to excessive screen time, people are facing various health issues such as obesity and eye strain.

On a positive note, digital technology has also opened up new opportunities for education and learning. With online courses and educational platforms, individuals can now access knowledge and resources from anywhere in the world. This has made education more accessible and has also allowed for personalized learning.

In conclusion, digital technology has transformed our world in many ways. It has brought people closer, increased efficiency in various industries, and opened up new opportunities. However, it is important to use digital technology responsibly and address its potential negative effects to ensure a better future for generations to come.

We must embrace the benefits of digital technology while being mindful of its implications on our society and planet as a whole. So, let’s continue to harness the power of digital technology for positive change and progress. Let’s keep innovating and adapting to make the most out of this technological revolution.

Paragraph on Digital Technology:

Digital technology has transformed the way we live and work in ways that were unimaginable just a few decades ago. From our personal lives to businesses, digital technology has become an integral part of our daily routines.

In the past, communication was limited to physical letters or face-to-face interactions. Today, with the advancements in digital technology, we can instantly connect with people from all over the world through various platforms such as email, social media, and messaging apps. This has made communication faster, easier and more efficient than ever before.

Another area where digital technology has greatly impacted our lives is entertainment. With the rise of streaming services like Netflix, Hulu, and Amazon Prime Video, we no longer have to wait for a specific time slot on TV to watch our favorite shows or movies. We now have access to a vast library of content at our fingertips, giving us the freedom to watch what we want, when we want.

Digital technology has also revolutionized the way we do business. With the rise of e-commerce platforms like Amazon and eBay, buying and selling goods and services has become more convenient than ever before. This has not only made shopping easier for consumers but has also opened up new opportunities for businesses to reach a global market.

With the advent of social media platforms like Facebook, Instagram, and Twitter, businesses can now directly connect with their target audience and create personalized marketing strategies. This allows for more effective and targeted advertising, resulting in better customer engagement and increased sales.

Moreover, digital technology has significantly improved our access to information. With just a few clicks, we can access a wealth of knowledge and resources on the internet, making it easier for us to learn and stay informed about various topics.

In addition to its impact on communication, entertainment, business, and education, digital technology has also transformed the way we manage our daily tasks. From online banking and bill payments to grocery shopping and virtual meetings, almost every aspect of our lives can now be managed through digital platforms.

However, with all these benefits come some challenges as well. The over-reliance on digital technology has led to concerns about privacy and security. As more personal data is shared online, there is a risk of identity theft and cyber attacks. It is crucial for individuals and organizations to prioritize cybersecurity and take necessary precautions to protect sensitive information.

In conclusion, digital technology has undoubtedly made our lives easier and more efficient in many ways. Its impact on communication, entertainment, business, education, and daily tasks is undeniable.

Argumentative Essay on Digital Technology:

Over the years, digital technology has revolutionized our everyday lives. From communication to education and entertainment, technology has made its way into every aspect of modern living. While many argue that digital technology has brought about numerous benefits, others believe it is having a negative impact on society. In this essay, we will explore both sides of the argument and discuss the effects of digital technology on our society.

Positive Impacts

One of the major benefits of digital technology is its ability to connect people from all around the world. Through social media networks like Facebook, Twitter, and Instagram, individuals can stay in touch with friends and family regardless of their location.

This has greatly improved communication between loved ones and allows people to share their experiences with each other. Moreover, digital technology has also made it possible for businesses to expand their reach and connect with a global audience, resulting in increased opportunities and economic growth.

In addition to this, digital technology has greatly enhanced access to information and education. With the rise of e-learning platforms and online resources, individuals can now easily educate themselves on various subjects without having to physically attend a traditional classroom.

This has not only made education more accessible but also more affordable for many people. Furthermore, digital technology has also improved healthcare services through tele-medicine, making it easier for patients in remote areas to receive medical advice and treatment from qualified professionals.

Negative Impacts

Despite its benefits, digital technology has also brought about some negative effects on society. One of the biggest concerns is the impact it has on our social interactions. With the rise of social media, many people are spending more time on their devices and less time interacting face-to-face with others. This can lead to feelings of isolation and loneliness, especially among younger generations who have grown up in a digital world.

Moreover, there is also growing concern about the effects of excessive screen time on children’s development. Studies have shown that prolonged use of digital devices can negatively impact cognitive abilities, attention span, and social skills in young children.

In addition, the constant exposure to unrealistic beauty standards and curated lives on social media can also have a negative impact on individuals’ self-esteem and mental health.

In conclusion, while digital technology has greatly improved our lives in many ways, it also has its drawbacks. It is important for us to recognize and address the negative impacts it may have on our society, especially when it comes to social interactions and mental health.

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As we continue to embrace digital technology, we must also be mindful of finding a balance between its benefits and limitations in order to create a healthier and more connected society.

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The Impact of Technology in Our Daily Life

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Introduction, communication and connectivity, work and productivity, education and learning, entertainment and leisure, health and well-being, daily tasks and convenience, environmental impact, cultural and social changes.

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The Impact of Digital Technologies

Technologies can help make our world fairer, more peaceful, and more just. Digital advances can support and accelerate achievement of each of the 17 Sustainable Development Goals – from ending extreme poverty to reducing maternal and infant mortality, promoting sustainable farming and decent work, and achieving universal literacy. But technologies can also threaten privacy, erode security and fuel inequality. They have implications for human rights and human agency. Like generations before, we – governments, businesses and individuals – have a choice to make in how we harness and manage new technologies.

A DIGITAL FUTURE FOR ALL?

Digital technologies have advanced more rapidly than any innovation in our history – reaching around 50 per cent of the developing world’s population in only two decades and transforming societies. By enhancing connectivity, financial inclusion, access to trade and public services, technology can be a great equaliser.

In the health sector, for instance, AI-enabled frontier technologies are helping to save lives, diagnose diseases and extend life expectancy. In education, virtual learning environments and distance learning have opened up programmes to students who would otherwise be excluded. Public services are also becoming more accessible and accountable through blockchain-powered systems, and less bureaucratically burdensome as a result of AI assistance.Big data can also support more responsive and accurate policies and programmes.

However, those yet to be connected remain cut off from the benefits of this new era and remain further behind. Many of the people left behind are women, the elderly, persons with disabilities or from ethnic or linguistic minorities, indigenous groups and residents of poor or remote areas. The pace of connectivity is slowing, even reversing, among some constituencies. For example, globally, the proportion of women using the internet is 12 per cent lower than that of men. While this gap narrowed in most regions between 2013 and 2017, it widened in the least developed countries from 30 per cent to 33 per cent.

The use of algorithms can replicate and even amplify human and systemic bias where they function on the basis of data which is not adequately diverse. Lack of diversity in the technology sector can mean that this challenge is not adequately addressed.

THE FUTURE OF WORK

Throughout history, technological revolutions have changed the labour force: creating new forms and patterns of work, making others obsolete, and leading to wider societal changes. This current wave of change is likely to have profound impacts. For example, the International Labour Organization estimates that the shift to a greener economy could create 24 million new jobs globally by 2030 through the adoption of sustainable practices in the energy sector, the use of electric vehicles and increasing energy efficiency in existing and future buildings.

Meanwhile, reports by groups such as McKinsey suggest that 800 million people could lose their jobs to automation by 2030 , while polls reveal that the majority of all employees worry that they do not have the necessary training or skills to get a well-paid job.

There is broad agreement that managing these trends will require changes in our approach to education, for instance, by placing more emphasis on science, technology, engineering, and maths; by teaching soft skills, and resilience; and by ensuring that people can re-skill and up-skill throughout their lifetimes. Unpaid work, for example childcare and elderly care in the home, will need to be better supported, especially as with the shifting age profile of global populations, the demands on these tasks are likely to increase.

THE FUTURE OF DATA

Today, digital technologies such as data pooling and AI are used to track and diagnose issues in agriculture, health, and the environment, or to perform daily tasks such as navigating traffic or paying a bill. They can be used to defend and exercise human rights – but they can also be used to violate them, for example, by monitoring our movements, purchases, conversations and behaviours. Governments and businesses increasingly have the tools to mine and exploit data for financial and other purposes.

However, personal data would become an asset to a person, if there were a formula for better regulation of personal data ownership. Data-powered technology has the potential to empower individuals, improve human welfare, and promote universal rights, depending on the type of protections put in place.

THE FUTURE OF SOCIAL MEDIA

Social media connects almost half of the entire global population . It enables people to make their voices heard and to talk to people across the world in real time. However, it can also reinforce prejudices and sow discord, by giving hate speech and misinformation a platform, or by amplifying echo chambers.

In this way, social media algorithms can fuel the fragmentation of societies around the world. And yet they also have the potential to do the opposite.

THE FUTURE OF CYBERSPACE

How to manage these developments is the subject of much discussion – nationally and internationally – at a time when geopolitical tensions are on the rise. The UN Secretary-General has warned of a ‘great fracture’ between world powers, each with their own internet and AI strategy, as well as dominant currency, trade and financial rules and contradictory geopolitical and military views. Such a divide could establish a digital Berlin Wall. Increasingly, digital cooperation between states – and a universal cyberspace that reflects global standards for peace and security, human rights and sustainable development – is seen as crucial to ensuring a united world. A ‘global commitment for digital cooperation’ is a key recommendation by the Secretary-General’s High-level Panel on Digital Cooperation .

FOR MORE INFORMATION

The Sustainable Development Goals

The Age of Digital Interdependence: Report of the UN Secretary-General’s High-level Panel on Digital Cooperation

ILO | Global Commission on the Future of Work

Secretary General’s Address to the 74th Session of the UN General Assembly

Secretary General’s Strategy on New Technology

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• Published: 12 February 2024

Education reform and change driven by digital technology: a bibliometric study from a global perspective

• Chengliang Wang 1 ,
• Xiaojiao Chen 1 ,
• Teng Yu   ORCID: orcid.org/0000-0001-5198-7261 2 , 3 ,
• Yidan Liu 1 , 4 &
• Yuhui Jing 1  

Humanities and Social Sciences Communications volume  11 , Article number:  256 ( 2024 ) Cite this article

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• Development studies
• Science, technology and society

Amidst the global digital transformation of educational institutions, digital technology has emerged as a significant area of interest among scholars. Such technologies have played an instrumental role in enhancing learner performance and improving the effectiveness of teaching and learning. These digital technologies also ensure the sustainability and stability of education during the epidemic. Despite this, a dearth of systematic reviews exists regarding the current state of digital technology application in education. To address this gap, this study utilized the Web of Science Core Collection as a data source (specifically selecting the high-quality SSCI and SCIE) and implemented a topic search by setting keywords, yielding 1849 initial publications. Furthermore, following the PRISMA guidelines, we refined the selection to 588 high-quality articles. Using software tools such as CiteSpace, VOSviewer, and Charticulator, we reviewed these 588 publications to identify core authors (such as Selwyn, Henderson, Edwards), highly productive countries/regions (England, Australia, USA), key institutions (Monash University, Australian Catholic University), and crucial journals in the field ( Education and Information Technologies , Computers & Education , British Journal of Educational Technology ). Evolutionary analysis reveals four developmental periods in the research field of digital technology education application: the embryonic period, the preliminary development period, the key exploration, and the acceleration period of change. The study highlights the dual influence of technological factors and historical context on the research topic. Technology is a key factor in enabling education to transform and upgrade, and the context of the times is an important driving force in promoting the adoption of new technologies in the education system and the transformation and upgrading of education. Additionally, the study identifies three frontier hotspots in the field: physical education, digital transformation, and professional development under the promotion of digital technology. This study presents a clear framework for digital technology application in education, which can serve as a valuable reference for researchers and educational practitioners concerned with digital technology education application in theory and practice.

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Introduction.

Digital technology has become an essential component of modern education, facilitating the extension of temporal and spatial boundaries and enriching the pedagogical contexts (Selwyn and Facer, 2014 ). The advent of mobile communication technology has enabled learning through social media platforms (Szeto et al. 2015 ; Pires et al. 2022 ), while the advancement of augmented reality technology has disrupted traditional conceptions of learning environments and spaces (Perez-Sanagustin et al., 2014 ; Kyza and Georgiou, 2018 ). A wide range of digital technologies has enabled learning to become a norm in various settings, including the workplace (Sjöberg and Holmgren, 2021 ), home (Nazare et al. 2022 ), and online communities (Tang and Lam, 2014 ). Education is no longer limited to fixed locations and schedules, but has permeated all aspects of life, allowing learning to continue at any time and any place (Camilleri and Camilleri, 2016 ; Selwyn and Facer, 2014 ).

The advent of digital technology has led to the creation of several informal learning environments (Greenhow and Lewin, 2015 ) that exhibit divergent form, function, features, and patterns in comparison to conventional learning environments (Nygren et al. 2019 ). Consequently, the associated teaching and learning processes, as well as the strategies for the creation, dissemination, and acquisition of learning resources, have undergone a complete overhaul. The ensuing transformations have posed a myriad of novel issues, such as the optimal structuring of teaching methods by instructors and the adoption of appropriate learning strategies by students in the new digital technology environment. Consequently, an examination of the principles that underpin effective teaching and learning in this environment is a topic of significant interest to numerous scholars engaged in digital technology education research.

Over the course of the last two decades, digital technology has made significant strides in the field of education, notably in extending education time and space and creating novel educational contexts with sustainability. Despite research attempts to consolidate the application of digital technology in education, previous studies have only focused on specific aspects of digital technology, such as Pinto and Leite’s ( 2020 ) investigation into digital technology in higher education and Mustapha et al.’s ( 2021 ) examination of the role and value of digital technology in education during the pandemic. While these studies have provided valuable insights into the practical applications of digital technology in particular educational domains, they have not comprehensively explored the macro-mechanisms and internal logic of digital technology implementation in education. Additionally, these studies were conducted over a relatively brief period, making it challenging to gain a comprehensive understanding of the macro-dynamics and evolutionary process of digital technology in education. Some studies have provided an overview of digital education from an educational perspective but lack a precise understanding of technological advancement and change (Yang et al. 2022 ). Therefore, this study seeks to employ a systematic scientific approach to collate relevant research from 2000 to 2022, comprehend the internal logic and development trends of digital technology in education, and grasp the outstanding contribution of digital technology in promoting the sustainability of education in time and space. In summary, this study aims to address the following questions:

RQ1: Since the turn of the century, what is the productivity distribution of the field of digital technology education application research in terms of authorship, country/region, institutional and journal level?

RQ2: What is the development trend of research on the application of digital technology in education in the past two decades?

RQ3: What are the current frontiers of research on the application of digital technology in education?

Literature review

Although the term “digital technology” has become ubiquitous, a unified definition has yet to be agreed upon by scholars. Because the meaning of the word digital technology is closely related to the specific context. Within the educational research domain, Selwyn’s ( 2016 ) definition is widely favored by scholars (Pinto and Leite, 2020 ). Selwyn ( 2016 ) provides a comprehensive view of various concrete digital technologies and their applications in education through ten specific cases, such as immediate feedback in classes, orchestrating teaching, and community learning. Through these specific application scenarios, Selwyn ( 2016 ) argues that digital technology encompasses technologies associated with digital devices, including but not limited to tablets, smartphones, computers, and social media platforms (such as Facebook and YouTube). Furthermore, Further, the behavior of accessing the internet at any location through portable devices can be taken as an extension of the behavior of applying digital technology.

The evolving nature of digital technology has significant implications in the field of education. In the 1890s, the focus of digital technology in education was on comprehending the nuances of digital space, digital culture, and educational methodologies, with its connotations aligned more towards the idea of e-learning. The advent and subsequent widespread usage of mobile devices since the dawn of the new millennium have been instrumental in the rapid expansion of the concept of digital technology. Notably, mobile learning devices such as smartphones and tablets, along with social media platforms, have become integral components of digital technology (Conole and Alevizou, 2010 ; Batista et al. 2016 ). In recent times, the burgeoning application of AI technology in the education sector has played a vital role in enriching the digital technology lexicon (Banerjee et al. 2021 ). ChatGPT, for instance, is identified as a novel educational technology that has immense potential to revolutionize future education (Rospigliosi, 2023 ; Arif, Munaf and Ul-Haque, 2023 ).

Pinto and Leite ( 2020 ) conducted a comprehensive macroscopic survey of the use of digital technologies in the education sector and identified three distinct categories, namely technologies for assessment and feedback, mobile technologies, and Information Communication Technologies (ICT). This classification criterion is both macroscopic and highly condensed. In light of the established concept definitions of digital technology in the educational research literature, this study has adopted the characterizations of digital technology proposed by Selwyn ( 2016 ) and Pinto and Leite ( 2020 ) as crucial criteria for analysis and research inclusion. Specifically, this criterion encompasses several distinct types of digital technologies, including Information and Communication Technologies (ICT), Mobile tools, eXtended Reality (XR) Technologies, Assessment and Feedback systems, Learning Management Systems (LMS), Publish and Share tools, Collaborative systems, Social media, Interpersonal Communication tools, and Content Aggregation tools.

Methodology and materials

Research method: bibliometric.

The research on econometric properties has been present in various aspects of human production and life, yet systematic scientific theoretical guidance has been lacking, resulting in disorganization. In 1969, British scholar Pritchard ( 1969 ) proposed “bibliometrics,” which subsequently emerged as an independent discipline in scientific quantification research. Initially, Pritchard defined bibliometrics as “the application of mathematical and statistical methods to books and other media of communication,” however, the definition was not entirely rigorous. To remedy this, Hawkins ( 2001 ) expanded Pritchard’s definition to “the quantitative analysis of the bibliographic features of a body of literature.” De Bellis further clarified the objectives of bibliometrics, stating that it aims to analyze and identify patterns in literature, such as the most productive authors, institutions, countries, and journals in scientific disciplines, trends in literary production over time, and collaboration networks (De Bellis, 2009 ). According to Garfield ( 2006 ), bibliometric research enables the examination of the history and structure of a field, the flow of information within the field, the impact of journals, and the citation status of publications over a longer time scale. All of these definitions illustrate the unique role of bibliometrics as a research method for evaluating specific research fields.

This study uses CiteSpace, VOSviewer, and Charticulator to analyze data and create visualizations. Each of these three tools has its own strengths and can complement each other. CiteSpace and VOSviewer use set theory and probability theory to provide various visualization views in fields such as keywords, co-occurrence, and co-authors. They are easy to use and produce visually appealing graphics (Chen, 2006 ; van Eck and Waltman, 2009 ) and are currently the two most widely used bibliometric tools in the field of visualization (Pan et al. 2018 ). In this study, VOSviewer provided the data necessary for the Performance Analysis; Charticulator was then used to redraw using the tabular data exported from VOSviewer (for creating the chord diagram of country collaboration); this was to complement the mapping process, while CiteSpace was primarily utilized to generate keyword maps and conduct burst word analysis.

Data retrieval

This study selected documents from the Science Citation Index Expanded (SCIE) and Social Science Citation Index (SSCI) in the Web of Science Core Collection as the data source, for the following reasons:

(1) The Web of Science Core Collection, as a high-quality digital literature resource database, has been widely accepted by many researchers and is currently considered the most suitable database for bibliometric analysis (Jing et al. 2023a ). Compared to other databases, Web of Science provides more comprehensive data information (Chen et al. 2022a ), and also provides data formats suitable for analysis using VOSviewer and CiteSpace (Gaviria-Marin et al. 2019 ).

(2) The application of digital technology in the field of education is an interdisciplinary research topic, involving technical knowledge literature belonging to the natural sciences and education-related literature belonging to the social sciences. Therefore, it is necessary to select Science Citation Index Expanded (SCIE) and Social Science Citation Index (SSCI) as the sources of research data, ensuring the comprehensiveness of data while ensuring the reliability and persuasiveness of bibliometric research (Hwang and Tsai, 2011 ; Wang et al. 2022 ).

After establishing the source of research data, it is necessary to determine a retrieval strategy (Jing et al. 2023b ). The choice of a retrieval strategy should consider a balance between the breadth and precision of the search formula. That is to say, it should encompass all the literature pertaining to the research topic while excluding irrelevant documents as much as possible. In light of this, this study has set a retrieval strategy informed by multiple related papers (Mustapha et al. 2021 ; Luo et al. 2021 ). The research by Mustapha et al. ( 2021 ) guided us in selecting keywords (“digital” AND “technolog*”) to target digital technology, while Luo et al. ( 2021 ) informed the selection of terms (such as “instruct*,” “teach*,” and “education”) to establish links with the field of education. Then, based on the current application of digital technology in the educational domain and the scope of selection criteria, we constructed the final retrieval strategy. Following the general patterns of past research (Jing et al. 2023a , 2023b ), we conducted a specific screening using the topic search (Topics, TS) function in Web of Science. For the specific criteria used in the screening for this study, please refer to Table 1 .

Literature screening

Literature acquired through keyword searches may contain ostensibly related yet actually unrelated works. Therefore, to ensure the close relevance of literature included in the analysis to the research topic, it is often necessary to perform a manual screening process to identify the final literature to be analyzed, subsequent to completing the initial literature search.

The manual screening process consists of two steps. Initially, irrelevant literature is weeded out based on the title and abstract, with two members of the research team involved in this phase. This stage lasted about one week, resulting in 1106 articles being retained. Subsequently, a comprehensive review of the full text is conducted to accurately identify the literature required for the study. To carry out the second phase of manual screening effectively and scientifically, and to minimize the potential for researcher bias, the research team established the inclusion criteria presented in Table 2 . Three members were engaged in this phase, which took approximately 2 weeks, culminating in the retention of 588 articles after meticulous screening. The entire screening process is depicted in Fig. 1 , adhering to the PRISMA guidelines (Page et al. 2021 ).

The process of obtaining and filtering the necessary literature data for research.

Data standardization

Nguyen and Hallinger ( 2020 ) pointed out that raw data extracted from scientific databases often contains multiple expressions of the same term, and not addressing these synonymous expressions could affect research results in bibliometric analysis. For instance, in the original data, the author list may include “Tsai, C. C.” and “Tsai, C.-C.”, while the keyword list may include “professional-development” and “professional development,” which often require merging. Therefore, before analyzing the selected literature, a data disambiguation process is necessary to standardize the data (Strotmann and Zhao, 2012 ; Van Eck and Waltman, 2019 ). This study adopted the data standardization process proposed by Taskin and Al ( 2019 ), mainly including the following standardization operations:

Firstly, the author and source fields in the data are corrected and standardized to differentiate authors with similar names.

Secondly, the study checks whether the journals to which the literature belongs have been renamed in the past over 20 years, so as to avoid the influence of periodical name change on the analysis results.

Finally, the keyword field is standardized by unifying parts of speech and singular/plural forms of keywords, which can help eliminate redundant entries in the knowledge graph.

Performance analysis (RQ1)

This section offers a thorough and detailed analysis of the state of research in the field of digital technology education. By utilizing descriptive statistics and visual maps, it provides a comprehensive overview of the development trends, authors, countries, institutions, and journal distribution within the field. The insights presented in this section are of great significance in advancing our understanding of the current state of research in this field and identifying areas for further investigation. The use of visual aids to display inter-country cooperation and the evolution of the field adds to the clarity and coherence of the analysis.

Time trend of the publications

To understand a research field, it is first necessary to understand the most basic quantitative information, among which the change in the number of publications per year best reflects the development trend of a research field. Figure 2 shows the distribution of publication dates.

Time trend of the publications on application of digital technology in education.

From the Fig. 2 , it can be seen that the development of this field over the past over 20 years can be roughly divided into three stages. The first stage was from 2000 to 2007, during which the number of publications was relatively low. Due to various factors such as technological maturity, the academic community did not pay widespread attention to the role of digital technology in expanding the scope of teaching and learning. The second stage was from 2008 to 2019, during which the overall number of publications showed an upward trend, and the development of the field entered an accelerated period, attracting more and more scholars’ attention. The third stage was from 2020 to 2022, during which the number of publications stabilized at around 100. During this period, the impact of the pandemic led to a large number of scholars focusing on the role of digital technology in education during the pandemic, and research on the application of digital technology in education became a core topic in social science research.

Analysis of authors

An analysis of the author’s publication volume provides information about the representative scholars and core research strengths of a research area. Table 3 presents information on the core authors in adaptive learning research, including name, publication number, and average number of citations per article (based on the analysis and statistics from VOSviewer).

Variations in research foci among scholars abound. Within the field of digital technology education application research over the past two decades, Neil Selwyn stands as the most productive author, having published 15 papers garnering a total of 1027 citations, resulting in an average of 68.47 citations per paper. As a Professor at the Faculty of Education at Monash University, Selwyn concentrates on exploring the application of digital technology in higher education contexts (Selwyn et al. 2021 ), as well as related products in higher education such as Coursera, edX, and Udacity MOOC platforms (Bulfin et al. 2014 ). Selwyn’s contributions to the educational sociology perspective include extensive research on the impact of digital technology on education, highlighting the spatiotemporal extension of educational processes and practices through technological means as the greatest value of educational technology (Selwyn, 2012 ; Selwyn and Facer, 2014 ). In addition, he provides a blueprint for the development of future schools in 2030 based on the present impact of digital technology on education (Selwyn et al. 2019 ). The second most productive author in this field, Henderson, also offers significant contributions to the understanding of the important value of digital technology in education, specifically in the higher education setting, with a focus on the impact of the pandemic (Henderson et al. 2015 ; Cohen et al. 2022 ). In contrast, Edwards’ research interests focus on early childhood education, particularly the application of digital technology in this context (Edwards, 2013 ; Bird and Edwards, 2015 ). Additionally, on the technical level, Edwards also mainly prefers digital game technology, because it is a digital technology that children are relatively easy to accept (Edwards, 2015 ).

Analysis of countries/regions and organization

The present study aimed to ascertain the leading countries in digital technology education application research by analyzing 75 countries related to 558 works of literature. Table 4 depicts the top ten countries that have contributed significantly to this field in terms of publication count (based on the analysis and statistics from VOSviewer). Our analysis of Table 4 data shows that England emerged as the most influential country/region, with 92 published papers and 2401 citations. Australia and the United States secured the second and third ranks, respectively, with 90 papers (2187 citations) and 70 papers (1331 citations) published. Geographically, most of the countries featured in the top ten publication volumes are situated in Australia, North America, and Europe, with China being the only exception. Notably, all these countries, except China, belong to the group of developed nations, suggesting that economic strength is a prerequisite for fostering research in the digital technology education application field.

This study presents a visual representation of the publication output and cooperation relationships among different countries in the field of digital technology education application research. Specifically, a chord diagram is employed to display the top 30 countries in terms of publication output, as depicted in Fig. 3 . The chord diagram is composed of nodes and chords, where the nodes are positioned as scattered points along the circumference, and the length of each node corresponds to the publication output, with longer lengths indicating higher publication output. The chords, on the other hand, represent the cooperation relationships between any two countries, and are weighted based on the degree of closeness of the cooperation, with wider chords indicating closer cooperation. Through the analysis of the cooperation relationships, the findings suggest that the main publishing countries in this field are engaged in cooperative relationships with each other, indicating a relatively high level of international academic exchange and research internationalization.

In the diagram, nodes are scattered along the circumference of a circle, with the length of each node representing the volume of publications. The weighted arcs connecting any two points on the circle are known as chords, representing the collaborative relationship between the two, with the width of the arc indicating the closeness of the collaboration.

Further analyzing Fig. 3 , we can extract more valuable information, enabling a deeper understanding of the connections between countries in the research field of digital technology in educational applications. It is evident that certain countries, such as the United States, China, and England, display thicker connections, indicating robust collaborative relationships in terms of productivity. These thicker lines signify substantial mutual contributions and shared objectives in certain sectors or fields, highlighting the interconnectedness and global integration in these areas. By delving deeper, we can also explore potential future collaboration opportunities through the chord diagram, identifying possible partners to propel research and development in this field. In essence, the chord diagram successfully encapsulates and conveys the multi-dimensionality of global productivity and cooperation, allowing for a comprehensive understanding of the intricate inter-country relationships and networks in a global context, providing valuable guidance and insights for future research and collaborations.

An in-depth examination of the publishing institutions is provided in Table 5 , showcasing the foremost 10 institutions ranked by their publication volume. Notably, Monash University and Australian Catholic University, situated in Australia, have recorded the most prolific publications within the digital technology education application realm, with 22 and 10 publications respectively. Moreover, the University of Oslo from Norway is featured among the top 10 publishing institutions, with an impressive average citation count of 64 per publication. It is worth highlighting that six institutions based in the United Kingdom were also ranked within the top 10 publishing institutions, signifying their leading position in this area of research.

Analysis of journals

Journals are the main carriers for publishing high-quality papers. Some scholars point out that the two key factors to measure the influence of journals in the specified field are the number of articles published and the number of citations. The more papers published in a magazine and the more citations, the greater its influence (Dzikowski, 2018 ). Therefore, this study utilized VOSviewer to statistically analyze the top 10 journals with the most publications in the field of digital technology in education and calculated the average citations per article (see Table 6 ).

Based on Table 6 , it is apparent that the highest number of articles in the domain of digital technology in education research were published in Education and Information Technologies (47 articles), Computers & Education (34 articles), and British Journal of Educational Technology (32 articles), indicating a higher article output compared to other journals. This underscores the fact that these three journals concentrate more on the application of digital technology in education. Furthermore, several other journals, such as Technology Pedagogy and Education and Sustainability, have published more than 15 articles in this domain. Sustainability represents the open access movement, which has notably facilitated research progress in this field, indicating that the development of open access journals in recent years has had a significant impact. Although there is still considerable disagreement among scholars on the optimal approach to achieve open access, the notion that research outcomes should be accessible to all is widely recognized (Huang et al. 2020 ). On further analysis of the research fields to which these journals belong, except for Sustainability, it is evident that they all pertain to educational technology, thus providing a qualitative definition of the research area of digital technology education from the perspective of journals.

Temporal keyword analysis: thematic evolution (RQ2)

The evolution of research themes is a dynamic process, and previous studies have attempted to present the developmental trajectory of fields by drawing keyword networks in phases (Kumar et al. 2021 ; Chen et al. 2022b ). To understand the shifts in research topics across different periods, this study follows past research and, based on the significant changes in the research field and corresponding technological advancements during the outlined periods, divides the timeline into four stages (the first stage from January 2000 to December 2005, the second stage from January 2006 to December 2011, the third stage from January 2012 to December 2017; and the fourth stage from January 2018 to December 2022). The division into these four stages was determined through a combination of bibliometric analysis and literature review, which presented a clear trajectory of the field’s development. The research analyzes the keyword networks for each time period (as there are only three articles in the first stage, it was not possible to generate an appropriate keyword co-occurrence map, hence only the keyword co-occurrence maps from the second to the fourth stages are provided), to understand the evolutionary track of the digital technology education application research field over time.

2000.1–2005.12: germination period

From January 2000 to December 2005, digital technology education application research was in its infancy. Only three studies focused on digital technology, all of which were related to computers. Due to the popularity of computers, the home became a new learning environment, highlighting the important role of digital technology in expanding the scope of learning spaces (Sutherland et al. 2000 ). In specific disciplines and contexts, digital technology was first favored in medical clinical practice, becoming an important tool for supporting the learning of clinical knowledge and practice (Tegtmeyer et al. 2001 ; Durfee et al. 2003 ).

2006.1–2011.12: initial development period

Between January 2006 and December 2011, it was the initial development period of digital technology education research. Significant growth was observed in research related to digital technology, and discussions and theoretical analyses about “digital natives” emerged. During this phase, scholars focused on the debate about “how to use digital technology reasonably” and “whether current educational models and school curriculum design need to be adjusted on a large scale” (Bennett and Maton, 2010 ; Selwyn, 2009 ; Margaryan et al. 2011 ). These theoretical and speculative arguments provided a unique perspective on the impact of cognitive digital technology on education and teaching. As can be seen from the vocabulary such as “rethinking”, “disruptive pedagogy”, and “attitude” in Fig. 4 , many scholars joined the calm reflection and analysis under the trend of digital technology (Laurillard, 2008 ; Vratulis et al. 2011 ). During this phase, technology was still undergoing dramatic changes. The development of mobile technology had already caught the attention of many scholars (Wong et al. 2011 ), but digital technology represented by computers was still very active (Selwyn et al. 2011 ). The change in technological form would inevitably lead to educational transformation. Collins and Halverson ( 2010 ) summarized the prospects and challenges of using digital technology for learning and educational practices, believing that digital technology would bring a disruptive revolution to the education field and bring about a new educational system. In addition, the term “teacher education” in Fig. 4 reflects the impact of digital technology development on teachers. The rapid development of technology has widened the generation gap between teachers and students. To ensure smooth communication between teachers and students, teachers must keep up with the trend of technological development and establish a lifelong learning concept (Donnison, 2009 ).

In the diagram, each node represents a keyword, with the size of the node indicating the frequency of occurrence of the keyword. The connections represent the co-occurrence relationships between keywords, with a higher frequency of co-occurrence resulting in tighter connections.

2012.1–2017.12: critical exploration period

During the period spanning January 2012 to December 2017, the application of digital technology in education research underwent a significant exploration phase. As can be seen from Fig. 5 , different from the previous stage, the specific elements of specific digital technology have started to increase significantly, including the enrichment of technological contexts, the greater variety of research methods, and the diversification of learning modes. Moreover, the temporal and spatial dimensions of the learning environment were further de-emphasized, as noted in previous literature (Za et al. 2014 ). Given the rapidly accelerating pace of technological development, the education system in the digital era is in urgent need of collaborative evolution and reconstruction, as argued by Davis, Eickelmann, and Zaka ( 2013 ).

In the domain of digital technology, social media has garnered substantial scholarly attention as a promising avenue for learning, as noted by Pasquini and Evangelopoulos ( 2016 ). The implementation of social media in education presents several benefits, including the liberation of education from the restrictions of physical distance and time, as well as the erasure of conventional educational boundaries. The user-generated content (UGC) model in social media has emerged as a crucial source for knowledge creation and distribution, with the widespread adoption of mobile devices. Moreover, social networks have become an integral component of ubiquitous learning environments (Hwang et al. 2013 ). The utilization of social media allows individuals to function as both knowledge producers and recipients, which leads to a blurring of the conventional roles of learners and teachers. On mobile platforms, the roles of learners and teachers are not fixed, but instead interchangeable.

In terms of research methodology, the prevalence of empirical studies with survey designs in the field of educational technology during this period is evident from the vocabulary used, such as “achievement,” “acceptance,” “attitude,” and “ict.” in Fig. 5 . These studies aim to understand learners’ willingness to adopt and attitudes towards new technologies, and some seek to investigate the impact of digital technologies on learning outcomes through quasi-experimental designs (Domínguez et al. 2013 ). Among these empirical studies, mobile learning emerged as a hot topic, and this is not surprising. First, the advantages of mobile learning environments over traditional ones have been empirically demonstrated (Hwang et al. 2013 ). Second, learners born around the turn of the century have been heavily influenced by digital technologies and have developed their own learning styles that are more open to mobile devices as a means of learning. Consequently, analyzing mobile learning as a relatively novel mode of learning has become an important issue for scholars in the field of educational technology.

The intervention of technology has led to the emergence of several novel learning modes, with the blended learning model being the most representative one in the current phase. Blended learning, a novel concept introduced in the information age, emphasizes the integration of the benefits of traditional learning methods and online learning. This learning mode not only highlights the prominent role of teachers in guiding, inspiring, and monitoring the learning process but also underlines the importance of learners’ initiative, enthusiasm, and creativity in the learning process. Despite being an early conceptualization, blended learning’s meaning has been expanded by the widespread use of mobile technology and social media in education. The implementation of new technologies, particularly mobile devices, has resulted in the transformation of curriculum design and increased flexibility and autonomy in students’ learning processes (Trujillo Maza et al. 2016 ), rekindling scholarly attention to this learning mode. However, some scholars have raised concerns about the potential drawbacks of the blended learning model, such as its significant impact on the traditional teaching system, the lack of systematic coping strategies and relevant policies in several schools and regions (Moskal et al. 2013 ).

2018.1–2022.12: accelerated transformation period

The period spanning from January 2018 to December 2022 witnessed a rapid transformation in the application of digital technology in education research. The field of digital technology education research reached a peak period of publication, largely influenced by factors such as the COVID-19 pandemic (Yu et al. 2023 ). Research during this period was built upon the achievements, attitudes, and social media of the previous phase, and included more elements that reflect the characteristics of this research field, such as digital literacy, digital competence, and professional development, as depicted in Fig. 6 . Alongside this, scholars’ expectations for the value of digital technology have expanded, and the pursuit of improving learning efficiency and performance is no longer the sole focus. Some research now aims to cultivate learners’ motivation and enhance their self-efficacy by applying digital technology in a reasonable manner, as demonstrated by recent studies (Beardsley et al. 2021 ; Creely et al. 2021 ).

The COVID-19 pandemic has emerged as a crucial backdrop for the digital technology’s role in sustaining global education, as highlighted by recent scholarly research (Zhou et al. 2022 ; Pan and Zhang, 2020 ; Mo et al. 2022 ). The online learning environment, which is supported by digital technology, has become the primary battleground for global education (Yu, 2022 ). This social context has led to various studies being conducted, with some scholars positing that the pandemic has impacted the traditional teaching order while also expanding learning possibilities in terms of patterns and forms (Alabdulaziz, 2021 ). Furthermore, the pandemic has acted as a catalyst for teacher teaching and technological innovation, and this viewpoint has been empirically substantiated (Moorhouse and Wong, 2021 ). Additionally, some scholars believe that the pandemic’s push is a crucial driving force for the digital transformation of the education system, serving as an essential mechanism for overcoming the system’s inertia (Romero et al. 2021 ).

The rapid outbreak of the pandemic posed a challenge to the large-scale implementation of digital technologies, which was influenced by a complex interplay of subjective and objective factors. Objective constraints included the lack of infrastructure in some regions to support digital technologies, while subjective obstacles included psychological resistance among certain students and teachers (Moorhouse, 2021 ). These factors greatly impacted the progress of online learning during the pandemic. Additionally, Timotheou et al. ( 2023 ) conducted a comprehensive systematic review of existing research on digital technology use during the pandemic, highlighting the critical role played by various factors such as learners’ and teachers’ digital skills, teachers’ personal attributes and professional development, school leadership and management, and administration in facilitating the digitalization and transformation of schools.

The current stage of research is characterized by the pivotal term “digital literacy,” denoting a growing interest in learners’ attitudes and adoption of emerging technologies. Initially, the term “literacy” was restricted to fundamental abilities and knowledge associated with books and print materials (McMillan, 1996 ). However, with the swift advancement of computers and digital technology, there have been various attempts to broaden the scope of literacy beyond its traditional meaning, including game literacy (Buckingham and Burn, 2007 ), information literacy (Eisenberg, 2008 ), and media literacy (Turin and Friesem, 2020 ). Similarly, digital literacy has emerged as a crucial concept, and Gilster and Glister ( 1997 ) were the first to introduce this concept, referring to the proficiency in utilizing technology and processing digital information in academic, professional, and daily life settings. In practical educational settings, learners who possess higher digital literacy often exhibit an aptitude for quickly mastering digital devices and applying them intelligently to education and teaching (Yu, 2022 ).

The utilization of digital technology in education has undergone significant changes over the past two decades, and has been a crucial driver of educational reform with each new technological revolution. The impact of these changes on the underlying logic of digital technology education applications has been noticeable. From computer technology to more recent developments such as virtual reality (VR), augmented reality (AR), and artificial intelligence (AI), the acceleration in digital technology development has been ongoing. Educational reforms spurred by digital technology development continue to be dynamic, as each new digital innovation presents new possibilities and models for teaching practice. This is especially relevant in the post-pandemic era, where the importance of technological progress in supporting teaching cannot be overstated (Mughal et al. 2022 ). Existing digital technologies have already greatly expanded the dimensions of education in both time and space, while future digital technologies aim to expand learners’ perceptions. Researchers have highlighted the potential of integrated technology and immersive technology in the development of the educational metaverse, which is highly anticipated to create a new dimension for the teaching and learning environment, foster a new value system for the discipline of educational technology, and more effectively and efficiently achieve the grand educational blueprint of the United Nations’ Sustainable Development Goals (Zhang et al. 2022 ; Li and Yu, 2023 ).

Hotspot evolution analysis (RQ3)

The examination of keyword evolution reveals a consistent trend in the advancement of digital technology education application research. The emergence and transformation of keywords serve as indicators of the varying research interests in this field. Thus, the utilization of the burst detection function available in CiteSpace allowed for the identification of the top 10 burst words that exhibited a high level of burst strength. This outcome is illustrated in Table 7 .

According to the results presented in Table 7 , the explosive terminology within the realm of digital technology education research has exhibited a concentration mainly between the years 2018 and 2022. Prior to this time frame, the emerging keywords were limited to “information technology” and “computer”. Notably, among them, computer, as an emergent keyword, has always had a high explosive intensity from 2008 to 2018, which reflects the important position of computer in digital technology and is the main carrier of many digital technologies such as Learning Management Systems (LMS) and Assessment and Feedback systems (Barlovits et al. 2022 ).

Since 2018, an increasing number of research studies have focused on evaluating the capabilities of learners to accept, apply, and comprehend digital technologies. As indicated by the use of terms such as “digital literacy” and “digital skill,” the assessment of learners’ digital literacy has become a critical task. Scholarly efforts have been directed towards the development of literacy assessment tools and the implementation of empirical assessments. Furthermore, enhancing the digital literacy of both learners and educators has garnered significant attention. (Nagle, 2018 ; Yu, 2022 ). Simultaneously, given the widespread use of various digital technologies in different formal and informal learning settings, promoting learners’ digital skills has become a crucial objective for contemporary schools (Nygren et al. 2019 ; Forde and OBrien, 2022 ).

Since 2020, the field of applied research on digital technology education has witnessed the emergence of three new hotspots, all of which have been affected to some extent by the pandemic. Firstly, digital technology has been widely applied in physical education, which is one of the subjects that has been severely affected by the pandemic (Parris et al. 2022 ; Jiang and Ning, 2022 ). Secondly, digital transformation has become an important measure for most schools, especially higher education institutions, to cope with the impact of the pandemic globally (García-Morales et al. 2021 ). Although the concept of digital transformation was proposed earlier, the COVID-19 pandemic has greatly accelerated this transformation process. Educational institutions must carefully redesign their educational products to face this new situation, providing timely digital learning methods, environments, tools, and support systems that have far-reaching impacts on modern society (Krishnamurthy, 2020 ; Salas-Pilco et al. 2022 ). Moreover, the professional development of teachers has become a key mission of educational institutions in the post-pandemic era. Teachers need to have a certain level of digital literacy and be familiar with the tools and online teaching resources used in online teaching, which has become a research hotspot today. Organizing digital skills training for teachers to cope with the application of emerging technologies in education is an important issue for teacher professional development and lifelong learning (Garzón-Artacho et al. 2021 ). As the main organizers and practitioners of emergency remote teaching (ERT) during the pandemic, teachers must put cognitive effort into their professional development to ensure effective implementation of ERT (Romero-Hall and Jaramillo Cherrez, 2022 ).

The burst word “digital transformation” reveals that we are in the midst of an ongoing digital technology revolution. With the emergence of innovative digital technologies such as ChatGPT and Microsoft 365 Copilot, technology trends will continue to evolve, albeit unpredictably. While the impact of these advancements on school education remains uncertain, it is anticipated that the widespread integration of technology will significantly affect the current education system. Rejecting emerging technologies without careful consideration is unwise. Like any revolution, the technological revolution in the education field has both positive and negative aspects. Detractors argue that digital technology disrupts learning and memory (Baron, 2021 ) or causes learners to become addicted and distracted from learning (Selwyn and Aagaard, 2020 ). On the other hand, the prudent use of digital technology in education offers a glimpse of a golden age of open learning. Educational leaders and practitioners have the opportunity to leverage cutting-edge digital technologies to address current educational challenges and develop a rational path for the sustainable and healthy growth of education.

Discussion on performance analysis (RQ1)

The field of digital technology education application research has experienced substantial growth since the turn of the century, a phenomenon that is quantifiably apparent through an analysis of authorship, country/region contributions, and institutional engagement. This expansion reflects the increased integration of digital technologies in educational settings and the heightened scholarly interest in understanding and optimizing their use.

Discussion on authorship productivity in digital technology education research

The authorship distribution within digital technology education research is indicative of the field’s intellectual structure and depth. A primary figure in this domain is Neil Selwyn, whose substantial citation rate underscores the profound impact of his work. His focus on the implications of digital technology in higher education and educational sociology has proven to be seminal. Selwyn’s research trajectory, especially the exploration of spatiotemporal extensions of education through technology, provides valuable insights into the multifaceted role of digital tools in learning processes (Selwyn et al. 2019 ).

Other notable contributors, like Henderson and Edwards, present diversified research interests, such as the impact of digital technologies during the pandemic and their application in early childhood education, respectively. Their varied focuses highlight the breadth of digital technology education research, encompassing pedagogical innovation, technological adaptation, and policy development.

Discussion on country/region-level productivity and collaboration

At the country/region level, the United Kingdom, specifically England, emerges as a leading contributor with 92 published papers and a significant citation count. This is closely followed by Australia and the United States, indicating a strong English-speaking research axis. Such geographical concentration of scholarly output often correlates with investment in research and development, technological infrastructure, and the prevalence of higher education institutions engaging in cutting-edge research.

China’s notable inclusion as the only non-Western country among the top contributors to the field suggests a growing research capacity and interest in digital technology in education. However, the lower average citation per paper for China could reflect emerging engagement or different research focuses that may not yet have achieved the same international recognition as Western counterparts.

The chord diagram analysis furthers this understanding, revealing dense interconnections between countries like the United States, China, and England, which indicates robust collaborations. Such collaborations are fundamental in addressing global educational challenges and shaping international research agendas.

Discussion on institutional-level contributions to digital technology education

Institutional productivity in digital technology education research reveals a constellation of universities driving the field forward. Monash University and the Australian Catholic University have the highest publication output, signaling Australia’s significant role in advancing digital education research. The University of Oslo’s remarkable average citation count per publication indicates influential research contributions, potentially reflecting high-quality studies that resonate with the broader academic community.

The strong showing of UK institutions, including the University of London, The Open University, and the University of Cambridge, reinforces the UK’s prominence in this research field. Such institutions are often at the forefront of pedagogical innovation, benefiting from established research cultures and funding mechanisms that support sustained inquiry into digital education.

Discussion on journal publication analysis

An examination of journal outputs offers a lens into the communicative channels of the field’s knowledge base. Journals such as Education and Information Technologies , Computers & Education , and the British Journal of Educational Technology not only serve as the primary disseminators of research findings but also as indicators of research quality and relevance. The impact factor (IF) serves as a proxy for the quality and influence of these journals within the academic community.

The high citation counts for articles published in Computers & Education suggest that research disseminated through this medium has a wide-reaching impact and is of particular interest to the field. This is further evidenced by its significant IF of 11.182, indicating that the journal is a pivotal platform for seminal work in the application of digital technology in education.

The authorship, regional, and institutional productivity in the field of digital technology education application research collectively narrate the evolution of this domain since the turn of the century. The prominence of certain authors and countries underscores the importance of socioeconomic factors and existing academic infrastructure in fostering research productivity. Meanwhile, the centrality of specific journals as outlets for high-impact research emphasizes the role of academic publishing in shaping the research landscape.

As the field continues to grow, future research may benefit from leveraging the collaborative networks that have been elucidated through this analysis, perhaps focusing on underrepresented regions to broaden the scope and diversity of research. Furthermore, the stabilization of publication numbers in recent years invites a deeper exploration into potential plateaus in research trends or saturation in certain sub-fields, signaling an opportunity for novel inquiries and methodological innovations.

Discussion on the evolutionary trends (RQ2)

The evolution of the research field concerning the application of digital technology in education over the past two decades is a story of convergence, diversification, and transformation, shaped by rapid technological advancements and shifting educational paradigms.

At the turn of the century, the inception of digital technology in education was largely exploratory, with a focus on how emerging computer technologies could be harnessed to enhance traditional learning environments. Research from this early period was primarily descriptive, reflecting on the potential and challenges of incorporating digital tools into the educational setting. This phase was critical in establishing the fundamental discourse that would guide subsequent research, as it set the stage for understanding the scope and impact of digital technology in learning spaces (Wang et al. 2023 ).

As the first decade progressed, the narrative expanded to encompass the pedagogical implications of digital technologies. This was a period of conceptual debates, where terms like “digital natives” and “disruptive pedagogy” entered the academic lexicon, underscoring the growing acknowledgment of digital technology as a transformative force within education (Bennett and Maton, 2010 ). During this time, the research began to reflect a more nuanced understanding of the integration of technology, considering not only its potential to change where and how learning occurred but also its implications for educational equity and access.

In the second decade, with the maturation of internet connectivity and mobile technology, the focus of research shifted from theoretical speculations to empirical investigations. The proliferation of digital devices and the ubiquity of social media influenced how learners interacted with information and each other, prompting a surge in studies that sought to measure the impact of these tools on learning outcomes. The digital divide and issues related to digital literacy became central concerns, as scholars explored the varying capacities of students and educators to engage with technology effectively.

Throughout this period, there was an increasing emphasis on the individualization of learning experiences, facilitated by adaptive technologies that could cater to the unique needs and pacing of learners (Jing et al. 2023a ). This individualization was coupled with a growing recognition of the importance of collaborative learning, both online and offline, and the role of digital tools in supporting these processes. Blended learning models, which combined face-to-face instruction with online resources, emerged as a significant trend, advocating for a balance between traditional pedagogies and innovative digital strategies.

The later years, particularly marked by the COVID-19 pandemic, accelerated the necessity for digital technology in education, transforming it from a supplementary tool to an essential platform for delivering education globally (Mo et al. 2022 ; Mustapha et al. 2021 ). This era brought about an unprecedented focus on online learning environments, distance education, and virtual classrooms. Research became more granular, examining not just the pedagogical effectiveness of digital tools, but also their role in maintaining continuity of education during crises, their impact on teacher and student well-being, and their implications for the future of educational policy and infrastructure.

Across these two decades, the research field has seen a shift from examining digital technology as an external addition to the educational process, to viewing it as an integral component of curriculum design, instructional strategies, and even assessment methods. The emergent themes have broadened from a narrow focus on specific tools or platforms to include wider considerations such as data privacy, ethical use of technology, and the environmental impact of digital tools.

Moreover, the field has moved from considering the application of digital technology in education as a primarily cognitive endeavor to recognizing its role in facilitating socio-emotional learning, digital citizenship, and global competencies. Researchers have increasingly turned their attention to the ways in which technology can support collaborative skills, cultural understanding, and ethical reasoning within diverse student populations.

In summary, the past over twenty years in the research field of digital technology applications in education have been characterized by a progression from foundational inquiries to complex analyses of digital integration. This evolution has mirrored the trajectory of technology itself, from a facilitative tool to a pervasive ecosystem defining contemporary educational experiences. As we look to the future, the field is poised to delve into the implications of emerging technologies like AI, AR, and VR, and their potential to redefine the educational landscape even further. This ongoing metamorphosis suggests that the application of digital technology in education will continue to be a rich area of inquiry, demanding continual adaptation and forward-thinking from educators and researchers alike.

Discussion on the study of research hotspots (RQ3)

The analysis of keyword evolution in digital technology education application research elucidates the current frontiers in the field, reflecting a trajectory that is in tandem with the rapidly advancing digital age. This landscape is sculpted by emergent technological innovations and shaped by the demands of an increasingly digital society.

Interdisciplinary integration and pedagogical transformation

One of the frontiers identified from recent keyword bursts includes the integration of digital technology into diverse educational contexts, particularly noted with the keyword “physical education.” The digitalization of disciplines traditionally characterized by physical presence illustrates the pervasive reach of technology and signifies a push towards interdisciplinary integration where technology is not only a facilitator but also a transformative agent. This integration challenges educators to reconceptualize curriculum delivery to accommodate digital tools that can enhance or simulate the physical aspects of learning.

Digital literacy and skills acquisition

Another pivotal frontier is the focus on “digital literacy” and “digital skill”, which has intensified in recent years. This suggests a shift from mere access to technology towards a comprehensive understanding and utilization of digital tools. In this realm, the emphasis is not only on the ability to use technology but also on critical thinking, problem-solving, and the ethical use of digital resources (Yu, 2022 ). The acquisition of digital literacy is no longer an additive skill but a fundamental aspect of modern education, essential for navigating and contributing to the digital world.

Educational digital transformation

The keyword “digital transformation” marks a significant research frontier, emphasizing the systemic changes that education institutions must undergo to align with the digital era (Romero et al. 2021 ). This transformation includes the redesigning of learning environments, pedagogical strategies, and assessment methods to harness digital technology’s full potential. Research in this area explores the complexity of institutional change, addressing the infrastructural, cultural, and policy adjustments needed for a seamless digital transition.

Engagement and participation

Further exploration into “engagement” and “participation” underscores the importance of student-centered learning environments that are mediated by technology. The current frontiers examine how digital platforms can foster collaboration, inclusivity, and active learning, potentially leading to more meaningful and personalized educational experiences. Here, the use of technology seeks to support the emotional and cognitive aspects of learning, moving beyond the transactional view of education to one that is relational and interactive.

Professional development and teacher readiness

As the field evolves, “professional development” emerges as a crucial area, particularly in light of the pandemic which necessitated emergency remote teaching. The need for teacher readiness in a digital age is a pressing frontier, with research focusing on the competencies required for educators to effectively integrate technology into their teaching practices. This includes familiarity with digital tools, pedagogical innovation, and an ongoing commitment to personal and professional growth in the digital domain.

Pandemic as a catalyst

The recent pandemic has acted as a catalyst for accelerated research and application in this field, particularly in the domains of “digital transformation,” “professional development,” and “physical education.” This period has been a litmus test for the resilience and adaptability of educational systems to continue their operations in an emergency. Research has thus been directed at understanding how digital technologies can support not only continuity but also enhance the quality and reach of education in such contexts.

Ethical and societal considerations

The frontier of digital technology in education is also expanding to consider broader ethical and societal implications. This includes issues of digital equity, data privacy, and the sociocultural impact of technology on learning communities. The research explores how educational technology can be leveraged to address inequities and create more equitable learning opportunities for all students, regardless of their socioeconomic background.

Innovation and emerging technologies

Looking forward, the frontiers are set to be influenced by ongoing and future technological innovations, such as artificial intelligence (AI) (Wu and Yu, 2023 ; Chen et al. 2022a ). The exploration into how these technologies can be integrated into educational practices to create immersive and adaptive learning experiences represents a bold new chapter for the field.

In conclusion, the current frontiers of research on the application of digital technology in education are multifaceted and dynamic. They reflect an overarching movement towards deeper integration of technology in educational systems and pedagogical practices, where the goals are not only to facilitate learning but to redefine it. As these frontiers continue to expand and evolve, they will shape the educational landscape, requiring a concerted effort from researchers, educators, policymakers, and technologists to navigate the challenges and harness the opportunities presented by the digital revolution in education.

Conclusions and future research

Conclusions.

The utilization of digital technology in education is a research area that cuts across multiple technical and educational domains and continues to experience dynamic growth due to the continuous progress of technology. In this study, a systematic review of this field was conducted through bibliometric techniques to examine its development trajectory. The primary focus of the review was to investigate the leading contributors, productive national institutions, significant publications, and evolving development patterns. The study’s quantitative analysis resulted in several key conclusions that shed light on this research field’s current state and future prospects.

(1) The research field of digital technology education applications has entered a stage of rapid development, particularly in recent years due to the impact of the pandemic, resulting in a peak of publications. Within this field, several key authors (Selwyn, Henderson, Edwards, etc.) and countries/regions (England, Australia, USA, etc.) have emerged, who have made significant contributions. International exchanges in this field have become frequent, with a high degree of internationalization in academic research. Higher education institutions in the UK and Australia are the core productive forces in this field at the institutional level.

(2) Education and Information Technologies , Computers & Education , and the British Journal of Educational Technology are notable journals that publish research related to digital technology education applications. These journals are affiliated with the research field of educational technology and provide effective communication platforms for sharing digital technology education applications.

(3) Over the past two decades, research on digital technology education applications has progressed from its early stages of budding, initial development, and critical exploration to accelerated transformation, and it is currently approaching maturity. Technological progress and changes in the times have been key driving forces for educational transformation and innovation, and both have played important roles in promoting the continuous development of education.

(4) Influenced by the pandemic, three emerging frontiers have emerged in current research on digital technology education applications, which are physical education, digital transformation, and professional development under the promotion of digital technology. These frontier research hotspots reflect the core issues that the education system faces when encountering new technologies. The evolution of research hotspots shows that technology breakthroughs in education’s original boundaries of time and space create new challenges. The continuous self-renewal of education is achieved by solving one hotspot problem after another.

The present study offers significant practical implications for scholars and practitioners in the field of digital technology education applications. Firstly, it presents a well-defined framework of the existing research in this area, serving as a comprehensive guide for new entrants to the field and shedding light on the developmental trajectory of this research domain. Secondly, the study identifies several contemporary research hotspots, thus offering a valuable decision-making resource for scholars aiming to explore potential research directions. Thirdly, the study undertakes an exhaustive analysis of published literature to identify core journals in the field of digital technology education applications, with Sustainability being identified as a promising open access journal that publishes extensively on this topic. This finding can potentially facilitate scholars in selecting appropriate journals for their research outputs.

Limitation and future research

Influenced by some objective factors, this study also has some limitations. First of all, the bibliometrics analysis software has high standards for data. In order to ensure the quality and integrity of the collected data, the research only selects the periodical papers in SCIE and SSCI indexes, which are the core collection of Web of Science database, and excludes other databases, conference papers, editorials and other publications, which may ignore some scientific research and original opinions in the field of digital technology education and application research. In addition, although this study used professional software to carry out bibliometric analysis and obtained more objective quantitative data, the analysis and interpretation of data will inevitably have a certain subjective color, and the influence of subjectivity on data analysis cannot be completely avoided. As such, future research endeavors will broaden the scope of literature screening and proactively engage scholars in the field to gain objective and state-of-the-art insights, while minimizing the adverse impact of personal subjectivity on research analysis.

Data availability

The datasets analyzed during the current study are available in the Dataverse repository: https://doi.org/10.7910/DVN/F9QMHY

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This research was supported by the Zhejiang Provincial Social Science Planning Project, “Mechanisms and Pathways for Empowering Classroom Teaching through Learning Spaces under the Strategy of High-Quality Education Development”, the 2022 National Social Science Foundation Education Youth Project “Research on the Strategy of Creating Learning Space Value and Empowering Classroom Teaching under the background of ‘Double Reduction’” (Grant No. CCA220319) and the National College Student Innovation and Entrepreneurship Training Program of China (Grant No. 202310337023).

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Wang, C., Chen, X., Yu, T. et al. Education reform and change driven by digital technology: a bibliometric study from a global perspective. Humanit Soc Sci Commun 11 , 256 (2024). https://doi.org/10.1057/s41599-024-02717-y

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Student Writing in the Digital Age

Essays filled with “LOL” and emojis? College student writing today actually is longer and contains no more errors than it did in 1917.

“Kids these days” laments are nothing new, but the substance of the lament changes. Lately, it has become fashionable to worry that “kids these days” will be unable to write complex, lengthy essays. After all, the logic goes, social media and text messaging reward short, abbreviated expression. Student writing will be similarly staccato, rushed, or even—horror of horrors—filled with LOL abbreviations and emojis.

In fact, the opposite seems to be the case. Students in first-year composition classes are, on average, writing longer essays (from an average of 162 words in 1917, to 422 words in 1986, to 1,038 words in 2006), using more complex rhetorical techniques, and making no more errors than those committed by freshman in 1917. That’s according to a longitudinal study of student writing by Andrea A. Lunsford and Karen J. Lunsford, “ Mistakes Are a Fact of Life: A National Comparative Study. ”

In 2006, two rhetoric and composition professors, Lunsford and Lunsford, decided, in reaction to government studies worrying that students’ literacy levels were declining, to crunch the numbers and determine if students were making more errors in the digital age.

They began by replicating previous studies of American college student errors. There were four similar studies over the past century. In 1917, a professor analyzed the errors in 198 college student papers; in 1930, researchers completed similar studies of 170 and 20,000 papers, respectively. In 1986, Robert Connors and Andrea Lunsford (of the 2006 study) decided to see if contemporary students were making more or fewer errors than those earlier studies showed, and analyzed 3,000 student papers from 1984. The 2006 study (published in 2008) follows the process of these earlier studies and was based on 877 papers (one of the most interesting sections of “Mistakes Are a Fact of Life” discusses how new IRB regulations forced researchers to work with far fewer papers than they had before.

Remarkably, the number of errors students made in their papers stayed consistent over the past 100 years. Students in 2006 committed roughly the same number of errors as students did in 1917. The average has stayed at about 2 errors per 100 words.

What has changed are the kinds of errors students make. The four 20th-century studies show that, when it came to making mistakes, spelling tripped up students the most. Spelling was by far the most common error in 1986 and 1917, “the most frequent student mistake by some 300 percent.” Going down the list of “top 10 errors,” the patterns shifted: Capitalization was the second most frequent error 1917; in 1986, that spot went to “no comma after introductory element.”

In 2006, spelling lost its prominence, dropping down the list of errors to number five.  Spell-check and similar word-processing tools are the undeniable cause. But spell-check creates new errors, too: The new number-one error in student writing is now “wrong word.” Spell-check, as most of us know, sometimes corrects spelling to a different word than intended; if the writing is not later proof-read, this computer-created error goes unnoticed. The second most common error in 2006 was “incomplete or missing documentation,” a result, the authors theorize, of a shift in college assignments toward research papers and away from personal essays.

Additionally, capitalization errors have increased, perhaps, as Lunsford and Lunsford note, because of neologisms like eBay and iPod. But students have also become much better at punctuation and apostrophes, which were the third and fifth most common errors in 1917. These had dropped off the top 10 list by 2006.

The study found no evidence for claims that kids are increasingly using “text speak” or emojis in their papers. Lunsford and Lunsford did not find a single such instance of this digital-era error. Ironically, they did find such text speak and emoticons in teachers’ comments to students. (Teachers these days?)

The most startling discovery Lunsford and Lunsford made had nothing to do with errors or emojis. They found that college students are writing much more and submitting much longer papers than ever. The average college essay in 2006 was more than double the length of the average 1986 paper, which was itself much longer than the average length of papers written earlier in the century. In 1917, student papers averaged 162 words; in 1930, the average was 231 words. By 1986, the average grew to 422 words. And just 20 years later, in 2006, it jumped to 1,038 words.

Why are 21st-century college students writing so much more? Computers allow students to write faster. (Other advances in writing technology may explain the upticks between 1917, 1930, and 1986. Ballpoint pens and manual and electric typewriters allowed students to write faster than inkwells or fountain pens.) The internet helps, too: Research shows that computers connected to the internet lead K-12 students to “conduct more background research for their writing; they write, revise, and publish more; they get more feedback on their writing; they write in a wider variety of genres and formats; and they produce higher quality writing.”

The digital revolution has been largely text-based. Over the course of an average day, Americans in 2006 wrote more than they did in 1986 (and in 2015 they wrote more than in 2006). New forms of written communication—texting, social media, and email—are often used instead of spoken ones—phone calls, meetings, and face-to-face discussions. With each text and Facebook update, students become more familiar with and adept at written expression. Today’s students have more experience with writing, and they practice it more than any group of college students in history.

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In shifting from texting to writing their English papers, college students must become adept at code-switching, using one form of writing for certain purposes (gossiping with friends) and another for others (summarizing plots). As Kristen Hawley Turner writes in “ Flipping the Switch: Code-Switching from Text Speak to Standard English ,” students do know how to shift from informal to formal discourse, changing their writing as occasions demand. Just as we might speak differently to a supervisor than to a child, so too do students know that they should probably not use “conversely” in a text to a friend or “LOL” in their Shakespeare paper. “As digital natives who have had access to computer technology all of their lives, they often demonstrate in theses arenas proficiencies that the adults in their lives lack,” Turner writes. Instructors should “teach them to negotiate the technology-driven discourse within the confines of school language.”

Responses to Lunsford and Lunsford’s study focused on what the results revealed about mistakes in writing: Error is often in the eye of the beholder . Teachers mark some errors and neglect to mention (or find) others. And, as a pioneering scholar of this field wrote in the 1970s, context is key when analyzing error: Students who make mistakes are not “indifferent…or incapable” but “beginners and must, like all beginners, learn by making mistakes.”

College students are making mistakes, of course, and they have much to learn about writing. But they are not making more mistakes than did their parents, grandparents, and great-grandparents. Since they now use writing to communicate with friends and family, they are more comfortable expressing themselves in words. Plus, most have access to technology that allows them to write faster than ever. If Lunsford and Lunsford’s findings about the average length of student papers stays true, today’s college students will graduate with more pages of completed prose to their name than any other generation.

If we want to worry about college student writing, then perhaps what we should attend to is not clipped, abbreviated writing, but overly verbose, rambling writing. It might be that editing skills—deciding what not to say, and what to delete—may be what most ails the kids these days.

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• The Impact of Digital Tools on Student Writing and How Writing is Taught in Schools

Table of Contents

• Part I: Introduction
• Part II: How Much, and What, do Today’s Middle and High School Students Write?
• Part III: Teachers See Digital Tools Affecting Student Writing in Myriad Ways
• Part IV: Teachers Assess Students on Specific Writing Skills
• Part V: Teaching Writing in the Digital Age

A survey of 2,462 Advanced Placement (AP) and National Writing Project (NWP) teachers finds that digital technologies are shaping student writing in myriad ways and have also become helpful tools for teaching writing to middle and high school students.  These teachers see the internet and digital technologies such as social networking sites, cell phones and texting, generally facilitating teens’ personal expression and creativity, broadening the audience for their written material, and encouraging teens to write more often in more formats than may have been the case in prior generations.  At the same time, they describe the unique challenges of teaching writing in the digital age, including the “creep” of informal style into formal writing assignments and the need to better educate students about issues such as plagiarism and fair use.

The AP and NWP teachers surveyed see today’s digital tools having tangible, beneficial impacts on student writing

Overall, these AP and NWP teachers see digital technologies benefitting student writing in several ways:

• 96% agree (including 52% who strongly agree) that digital technologies “allow students to share their work with a wider and more varied audience”
• 79% agree (23% strongly agree) that these tools “encourage greater collaboration among students”
• 78% agree (26% strongly agree) that digital technologies “encourage student creativity and personal expression”

The combined effect of these impacts, according to this group of AP and NWP teachers, is a greater investment among students in what they write and greater engagement in the writing process.

At the same time, they worry that students’ use of digital tools is having some undesirable effects on their writing, including the “creep” of informal language and style into formal writing

In focus groups, these AP and NWP teachers shared some concerns and challenges they face teaching writing in today’s digital environment.  Among them are:

• an increasingly ambiguous line between “formal” and “informal” writing and the tendency of some students to use informal language and style in formal writing assignments
• the increasing need to educate students about writing for different audiences using different “voices” and “registers”
• the general cultural emphasis on truncated forms of expression, which some feel are hindering students willingness and ability to write longer texts and to think critically about complicated topics
• disparate access to and skill with digital tools among their students
• challenging the “digital tool as toy” approach many students develop in their introduction to digital tools as young children

Survey results reflect many of these concerns, though teachers are sometimes divided on the role digital tools play in these trends.  Specifically:

• 68% say that digital tools make students more likely—as opposed to less likely or having no impact—to take shortcuts and not put effort into their writing
• 46% say these tools make students more likely to “write too fast and be careless”
• Yet, while 40% say today’s digital technologies make students more likely to “use poor spelling and grammar” another 38% say they make students LESS likely to do this

Overall, these AP and NWP teachers give their students’ writing skills modest marks, and see areas that need attention

Asked to assess their students’ performance on nine specific writing skills, AP and NWP tended to rate their students “good” or “fair” as opposed to “excellent” or “very good.”  Students were given the best ratings on their ability to “effectively organize and structure writing assignments” with 24% of teachers describing their students as “excellent” or “very good” in this area. Students received similar ratings on their ability to “understand and consider multiple viewpoints on a particular topic or issue.”  But ratings were less positive for synthesizing material into a cohesive piece of work, using appropriate tone and style, and constructing a strong argument.

These AP and NWP teachers gave students the lowest ratings when it comes to “navigating issues of fair use and copyright in composition” and “reading and digesting long or complicated texts.”  On both measures, more than two-thirds of these teachers rated students “fair” or “poor.”

Majorities of these teachers incorporate lessons about fair use, copyright, plagiarism, and citation in their teaching to address students’ deficiencies in these areas

In addition to giving students low ratings on their understanding of fair use and copyright, a majority of AP and NWP teachers also say students are not performing well when it comes to “appropriately citing and/or referencing content” in their work.  This is fairly common concern among the teachers in the study, who note how easy it is for students today to copy and paste others’ work into their own and how difficult it often is to determine the actual source of much of the content they find online.  Reflecting how critical these teachers view these skills:

• 88% (across all subjects) spend class time “discussing with students the concepts of citation and plagiarism”
• 75% (across all subjects) spend class time “discussing with students the concepts of fair use and copyright”

A plurality of AP and NWP teachers across all subjects say digital tools make teaching writing easier

Despite some challenges, 50% of these teachers (across all subjects) say the internet and digital tools make it easier for them to teach writing, while just 18% say digital technologies make teaching writing more difficult.  The remaining 31% see no real impact.

Positive perceptions of the potential for digital tools to aid educators in teaching writing are reflected in practice:

• 52% of AP and NWP teachers say they or their students use interactive whiteboards in their classes
• 40% have students share their work on wikis, websites or blogs
• 36% have students edit or revise their own work and 29% have students edit others’ work using collaborative web-based tools such as GoogleDocs

In focus groups, teachers gave a multitude of examples of the value of these collaborative tools, not only in teaching more technical aspects of writing but also in being able to “see their students thinking” and work alongside students in the writing process.  Moreover, 56% say digital tools make their students more likely to write well because they can revise their work easily.

These middle and high school teachers continue to place tremendous value on “formal writing”

While they see writing forms and styles expanding in the digital world, AP and NWP teachers continue to place tremendous value on “formal writing” and try to use digital tools to impart fundamental writing skills they feel students need.  Nine in ten (92%) describe formal writing assignments as an ��essential” part of the learning process, and 91% say that “writing effectively” is an “essential” skill students need for future success.

More than half (58%) have students write short essays or responses on a weekly basis, and 77% assigned at least one research paper during the 2011-2012 academic year.  In addition, 41% of AP and NWP teachers have students write weekly journal entries, and 78% had their students create a multimedia or mixed media piece in the academic year prior to the survey.

Almost all AP and NWP teachers surveyed (94%) encourage students to do some of their writing by hand

Alongside the use of digital tools to promote better writing, almost all AP and NWP teachers surveyed say they encourage their students to do at least some writing by hand.  Their reasons are varied, but many teachers noted that because students are required to write by hand on standardized tests, it is a critical skill for them to have.  This is particularly true for AP teachers, who must prepare students to take AP exams with pencil and paper.  Other teachers say they feel students do more active thinking, synthesizing, and editing when writing by hand, and writing by hand discourages any temptation to copy and paste others’ work.

About this Study

The basics of the survey.

These are among the main findings of an online survey of a non-probability sample of 2,462 middle and high school teachers currently teaching in the U.S., Puerto Rico and the U.S. Virgin Islands, conducted between March 7 and April 23, 2012.  Some 1,750 of the teachers are drawn from a sample of advanced placement (AP) high school teachers, while the remaining 712 are from a sample of National Writing Project teachers.  Survey findings are complemented by insights from a series of online and in-person focus groups with middle and high school teachers and students in grades 9-12, conducted between November, 2011 and February, 2012.

This particular sample is quite diverse geographically, by subject matter taught, and by school size and community characteristics.  But it skews towards educators who teach some of the most academically successful students in the country. Thus, the findings reported here reflect the realities of their special place in American education, and are not necessarily representative of all teachers in all schools. At the same time, these findings are especially powerful given that these teachers’ observations and judgments emerge from some of the nation’s most advanced classrooms.

In addition to the survey, Pew Internet conducted a series of online and offline focus groups with middle and high school teachers and some of their students and their voices are included in this report.

The study was designed to explore teachers’ views of the ways today’s digital environment is shaping the research and writing habits of middle and high school students, as well as teachers’ own technology use and their efforts to incorporate new digital tools into their classrooms.

About the data collection

Data collection was conducted in two phases.  In phase one, Pew Internet conducted two online and one in-person focus group with middle and high school teachers; focus group participants included Advanced Placement (AP) teachers, teachers who had participated in the National Writing Project’s Summer Institute (NWP), as well as teachers at a College Board school in the Northeast U.S.  Two in-person focus groups were also conducted with students in grades 9-12 from the same College Board school.   The goal of these discussions was to hear teachers and students talk about, in their own words, the different ways they feel digital technologies such as the internet, search engines, social media, and cell phones are shaping students’ research and writing habits and skills.  Teachers were asked to speak in depth about teaching research and writing to middle and high school students today, the challenges they encounter, and how they incorporate digital technologies into their classrooms and assignments.

Focus group discussions were instrumental in developing a 30-minute online survey, which was administered in phase two of the research to a national sample of middle and high school teachers.  The survey results reported here are based on a non-probability sample of 2,462 middle and high school teachers currently teaching in the U.S., Puerto Rico, and the U.S. Virgin Islands.  Of these 2,462 teachers, 2,067 completed the entire survey; all percentages reported are based on those answering each question.  The sample is not a probability sample of all teachers because it was not practical to assemble a sampling frame of this population. Instead, two large lists of teachers were assembled: one included 42,879 AP teachers who had agreed to allow the College Board to contact them (about one-third of all AP teachers), while the other was a list of 5,869 teachers who participated in the National Writing Project’s Summer Institute during 2007-2011 and who were not already part of the AP sample. A stratified random sample of 16,721 AP teachers was drawn from the AP teacher list, based on subject taught, state, and grade level, while all members of the NWP list were included in the final sample.

The online survey was conducted from March 7–April 23, 2012.  More details on how the survey and focus groups were conducted are included in the Methodology section at the end of this report, along with focus group discussion guides and the survey instrument.

There are several important ways the teachers who participated in the survey are unique, which should be considered when interpreting the results reported here.  First, 95% of the teachers who participated in the survey teach in public schools, thus the findings reported here reflect that environment almost exclusively.  In addition, almost one-third of the sample (NWP Summer Institute teachers) has received extensive training in how to effectively teach writing in today’s digital environment.  The National Writing Project’s mission is to provide professional development, resources and support to teachers to improve the teaching of writing in today’s schools.   The NWP teachers included here are what the organization terms “teacher-consultants” who have attended the Summer Institute and provide local leadership to other teachers.  Research has shown significant gains in the writing performance of students who are taught by these teachers. 1

Moreover, the majority of teachers participating in the survey (56%) currently teach AP, honors, and/or accelerated courses, thus the population of middle and high school students they work with skews heavily toward the highest achievers.  These teachers and their students may have resources and support available to them—particularly in terms of specialized training and access to digital tools—that are not available in all educational settings.  Thus, the population of teachers participating in this research might best be considered “leading edge teachers” who are actively involved with the College Board and/or the National Writing Project and are therefore beneficiaries of resources and training not common to all teachers.  It is likely that teachers in this study are developing some of the more innovative pedagogical approaches to teaching research and writing in today’s digital environment, and are incorporating classroom technology in ways that are not typical of the entire population of middle and high school teachers in the U.S.  Survey findings represent the attitudes and behaviors of this particular group of teachers only, and are not representative of the entire population of U.S. middle and high school teachers.

Every effort was made to administer the survey to as broad a group of educators as possible from the sample files being used.  As a group, the 2,462 teachers participating in the survey comprise a wide range of subject areas, experience levels, geographic regions, school type and socioeconomic level, and community type (detailed sample characteristics are available in the Methods section of this report).  The sample includes teachers from all 50 states, Puerto Rico, and the U.S. Virgin Islands.  All teachers who participated in the survey teach in physical schools and classrooms, as opposed to teaching online or virtual courses.

English/language arts teachers make up a significant portion of the sample (36%), reflecting the intentional design of the study, but history, social science, math, science, foreign language, art, and music teachers are also represented.  About one in ten teachers participating in the survey are middle school teachers, while 91% currently teach grades 9-12.  There is wide distribution across school size and students’ socioeconomic status, though half of the teachers participating in the survey report teaching in a small city or suburb.  There is also a wide distribution in the age and experience levels of participating teachers.  The survey sample is 71% female.

About the Pew Research Center’s Internet & American Life Project

The Pew Research Center’s Internet & American Life Project is one of seven projects that make up the Pew Research Center, a nonpartisan, nonprofit “fact tank” that provides information on the issues, attitudes and trends shaping America and the world. The Project produces reports exploring the impact of the internet on families, communities, work and home, daily life, education, health care, and civic and political life. The Pew Internet Project takes no positions on policy issues related to the internet or other communications technologies. It does not endorse technologies, industry sectors, companies, nonprofit organizations, or individuals. While we thank our research partners for their helpful guidance, the Pew Internet Project had full control over the design, implementation, analysis and writing of this survey and report.

About the National Writing Project

The National Writing Project (NWP) is a nationwide network of educators working together to improve the teaching of writing in the nation’s schools and in other settings. NWP provides high-quality professional development programs to teachers in a variety of disciplines and at all levels, from early childhood through university. Through its nearly 200 university-based sites serving all 50 states, the District of Columbia, Puerto Rico and the U.S. Virgin Islands, NWP develops the leadership, programs and research needed for teachers to help students become successful writers and learners. For more information, visit www.nwp.org .

• More specific information on this population of teachers, the training they receive, and the outcomes of their students are available at the National Writing Project website at www.nwp.org . ↩

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Essay on Digital Literacy

Students are often asked to write an essay on Digital Literacy in their schools and colleges. And if you’re also looking for the same, we have created 100-word, 250-word, and 500-word essays on the topic.

Let’s take a look…

100 Words Essay on Digital Literacy

Understanding digital literacy.

Digital Literacy is knowing how to use digital devices like computers, tablets, and smartphones. It’s about understanding the internet and social media. It’s important because we live in a digital world. We use digital tools for school, work, and fun.

Why is Digital Literacy Important?

Digital Literacy helps us learn and communicate. It helps us find information quickly and easily. It can also keep us safe online. We need to know how to protect our personal information and avoid dangerous sites.

How Can We Improve Digital Literacy?

We can improve Digital Literacy by learning. Schools and libraries often have classes. We can also learn from friends or family. Practice is important too. The more we use digital tools, the better we get.

Challenges of Digital Literacy

Sometimes, Digital Literacy can be hard. Not everyone has access to digital tools. Some people might find them difficult to use. But with time and patience, we can overcome these challenges.

250 Words Essay on Digital Literacy

What is digital literacy.

Digital literacy is the ability to use digital devices like computers, smartphones, and tablets. It’s about knowing how to search for information online, use social media, send emails, and protect your personal information. It’s a bit like learning to read and write, but with technology.

In today’s world, technology is everywhere. We use it for school, work, and even fun. Being digitally literate helps you do all these things easily. It also helps you stay safe online. For example, knowing how to spot a scam email can protect you from losing money or personal information.

Parts of Digital Literacy

Digital literacy has many parts. One part is technical skills, like knowing how to use a keyboard or mouse. Another part is understanding how to find and use information online. This could mean using a search engine, reading a blog post, or watching a video tutorial.

Learning Digital Literacy

You can learn digital literacy at school, at home, or even by yourself. Many schools teach students how to use technology safely and effectively. Parents can also help by showing their kids how to use devices and the internet responsibly.

The Future of Digital Literacy

As technology keeps changing, digital literacy will also change. It will be more important than ever to keep learning new skills. This will help us keep up with the digital world and make the most of the opportunities it offers.

500 Words Essay on Digital Literacy

Digital literacy is the ability to use digital technology, such as computers, smartphones, and the internet. It includes knowing how to find information online, how to use social media, and how to stay safe on the internet. Just like we need to know how to read and write in school, we also need to learn digital literacy in today’s world.

Digital literacy is important because we use technology every day. We use it for schoolwork, to talk to our friends, and even for fun. If we do not know how to use technology safely and effectively, we could get into trouble. For example, we might accidentally share personal information online, which can be dangerous. Or we might have trouble completing school assignments if we do not know how to use the internet for research.

1. Technical skills: This includes knowing how to use different devices, like laptops, tablets, and smartphones. It also includes knowing how to use different types of software, like word processors and web browsers.

2. Information skills: This involves knowing how to find and evaluate information online. Not everything on the internet is true, so it is important to know how to tell the difference between reliable and unreliable sources.

Improving Digital Literacy

There are many ways to improve digital literacy. Schools often teach students how to use technology and the internet. There are also many online resources that can help. These include tutorials, videos, and websites that explain how to use different technologies. It is important to practice these skills regularly, just like any other skill.

In conclusion, digital literacy is a vital skill in today’s world. It involves understanding how to use technology, how to find and evaluate information online, and how to stay safe on the internet. By improving our digital literacy, we can become more confident and capable users of technology.

That’s it! I hope the essay helped you.

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Essay on Technology – A Boon or Bane for Students

500+ words essay on technology for students.

In this essay on technology, we are going to discuss what technology is, what are its uses, and also what technology can do? First of all, technology refers to the use of technical and scientific knowledge to create, monitor, and design machinery. Also, technology helps in making other goods that aid mankind.

Essay on Technology – A Boon or Bane?

Experts are debating on this topic for years. Also, the technology covered a long way to make human life easier but the negative aspect of it can’t be ignored. Over the years technological advancement has caused a severe rise in pollution . Also, pollution has become a major cause of many health issues. Besides, it has cut off people from society rather than connecting them. Above all, it has taken away many jobs from the workers class.

Familiarity between Technology and Science

As they are completely different fields but they are interdependent on each other. Also, it is due to science contribution we can create new innovation and build new technological tools. Apart from that, the research conducted in laboratories contributes a lot to the development of technologies. On the other hand, technology extends the agenda of science.

Vital Part of our Life

Regularly evolving technology has become an important part of our lives. Also, newer technologies are taking the market by storm and the people are getting used to them in no time. Above all, technological advancement has led to the growth and development of nations.

Negative Aspect of Technology

Although technology is a good thing, everything has two sides. Technology also has two sides one is good and the other is bad. Here are some negative aspects of technology that we are going to discuss.

Get the huge list of more than 500 Essay Topics and Ideas

With new technology the industrialization increases which give birth to many pollutions like air, water, soil, and noise. Also, they cause many health-related issues in animals, birds, and human beings.

Exhaustion of Natural Resources

New technology requires new resources for which the balance is disturbed. Eventually, this will lead to over-exploitation of natural resources which ultimately disturbs the balance of nature.

Unemployment

A single machine can replace many workers. Also, machines can do work at a constant pace for several hours or days without stopping. Due to this, many workers lost their job which ultimately increases unemployment .

Types of Technology

Generally, we judge technology on the same scale but in reality, technology is divided into various types. This includes information technology, industrial technology , architectural technology, creative technology and many more. Let’s discuss these technologies in brief.

Industrial Technology

This technology organizes engineering and manufacturing technology for the manufacturing of machines. Also, this makes the production process easier and convenient.

Creative Technology

This process includes art, advertising, and product design which are made with the help of software. Also, it comprises of 3D printers , virtual reality, computer graphics, and other wearable technologies.

Information Technology

This technology involves the use of telecommunication and computer to send, receive and store information. Internet is the best example of Information technology.

FAQs on Essay on Technology

Q.1 What is Information technology?

A –  It is a form of technology that uses telecommunication and computer systems for study. Also, they send, retrieve, and store data.

Q.2 Is technology harmful to humans?

 A – No, technology is not harmful to human beings until it is used properly. But, misuses of technology can be harmful and deadly.

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Technology Essay | Essay on Technology for Students and Children in English

February 14, 2024 by Prasanna

Technology Essay: Technology essay aims to educate readers about the advent of technology and its current applications. Today, our lives are far more convenient and easy, with everything we need at our fingertips. Though we may take technology for granted, we need to remember that what we have today is the culmination of hundreds of years of scientific progress and breakthrough. Inventions such as the internet and mobile phones have changed the world forever.

The human lifespan, in the 21st century, has greatly increased due to advancements in medical technology and medicine. However, less than 200 years ago, having a fever or a cut can become life-threatening very quickly. Vaccines or treatments for many diseases did not exist as well. On the industrial front, progress was slow and time-consuming. Transportation was rather primitive and prohibitively expensive, ensuring that only the rich and famous could use it. Read on to explore how the advent of technology changes our lives forever.

You can read more  Essay Writing  about articles, events, people, sports, technology many more.

Long and Short Essays on Technology for Students and Kids in English

The essays provided here cater to students of all classes. Long essays are suited for students of class 9 and above. Short essays are comparatively easier to understand and are well-suited for students of class 5 and above. The 10-lines essay is suited for students of class 4 and below.

Long Essay on Technology Essay 500 Words in English

A Long Essay on Technology will be helpful for students in classes 7, 8, 9, 10, 11 and 12.

What is Technology Essay?

Technology is all around us, from the smartphones and smartwatches to solar-powered street lights and all-electric cars. So how do we define technology? Are there any criteria that can be used to define the term “technology?” Can fire discovered by a caveman hundreds of thousands of years ago be considered as technology?

Defining Technology

Technology is born with the accomplishment of scientific progress and breakthroughs. However, the exact definition of technology varies according to context.

• Technology can be defined as the application of scientific knowledge to change and manipulate the human environment.
• Technology can also be defined as the branch of knowledge that caters to the creation and use of technical means and their relationship with society and environment, using engineering, applied and pure science.
• The sum of ways in which social groups provide themselves with material objects of their civilization.

History of Technology

The term technology is derived from the ancient Greek words “techne” and “logos”, which translates to “art, craft” and “word, speech” respectively. The term was used for the first time in the 17th century, and it was denoted to mean “a discussion of the applied arts”. However, with the industrial movement beginning in the 20th century, the term “technology” was used to represent a range of processes and techniques, in addition to machinery and tools. Over time, the term was used to associate scientific progress and breakthroughs in various disciplines.

Technological Advancements

The Renaissance, which occurred from the 14th to 17th centuries in Europe, marked a surge of interest in literature, arts and science. Most of today’s fundamental principles and the basis for many inventions were established during that time. For instance, renowned scientists, astronomers and inventors such as Leonardo da Vinci, Nicolaus Copernicus, Rene Descartes, Blaise Pascal, all lived during this time period. These individuals contributed many principles, theories and ideas that would become the basis for all the things we have in our world today.

The next big leap in technological advancement came during the Industrial Revolution, which began in the 1760s. This movement gave birth to many inventions such as the steam engine, the Spinning Jenny, the power loom and the electrical telegraph. When the world plunged into the two world wars, technological progress skyrocketed. This is because if any national had technological superiority, it could mean the difference between life and death. World War II, in particular, spawned countless innovations and inventions. The most significant inventions include the jet engine, synthetic rubber, radar, helicopters and penicillin.

Pros and Cons of Technology

Technology is a boon for many of us by making our lives easier.

• Enable instant communication and interaction
• Improves quality of life
• Helps to ensure safety
• Easy access to information/ products or services

Though technology has changed our lives for the better, there are many negative implications.

• Causes addiction
• Increases pollution
• Create a shortage of jobs
• Natural resources get exhausted

Short Essay about Technology 250 Words in English

A Short Essay on Technology will be helpful for students in classes 1, 2, 3, 4, 5, and 6.

Technology Essay Introduction

Technology, in its most basic sense, refers to the use of scientific knowledge to create, monitor and design tools and pieces of equipment, which are in turn used to make life easier for people.

Is Technology a Double-Edged Sword?

Some people may argue that technology can become detrimental over time. This is supported by the fact that our technology has drastically changed the earth. Most technological wastes do not decompose and end up contaminating the soil or water around them. Other technological inventions, such as diesel engines, coal-powered engines pump out large quantities of greenhouse gases. As a result, the ice caps are melting and the sea levels are rising. However, the inventors did not foresee the catastrophic consequences of their inventions.

Greener Future

We can still make a difference though- by promoting renewable and eco-friendly technology. Electric cars are the future in a world where oil and natural gas is nearly depleted. Solar-powered homes can be sustainable and reduce the burden on the power grid. Nuclear energy is far more feasible, economic and cleaner when compared to coal-powered plants. Such technologies may be the only way our planet does not become irreversibly damaged.

Conclusion on Technology Essay

Technology is one of the greatest tools for mankind, however, it has the potential to be misused. Technology can also cause some jobs to become obsolete, causing unemployment. Moreover, current technology needs to focus on being more eco-friendly and minimize their carbon footprints. This is the only way to ensure that technology does not result in the destruction of our natural resources and eventually, our planet.

10 Lines Essay on Technology 100 Words

• Technology is the use of science and scientific principles for our welfare
• Technology is found all around us
• Mobile phones and airliners are examples of technology
• Technology is important for businesses and industries
• Technology also includes tools and processes
• Technology has changed our world
• Some aspects of the technology may have negative consequences
• Technology can help to make our lives easier
• Video conferencing, which all of us use today, is the result of technology
• Technology has the potential to make our lives better, but it can also ruin it if we are not careful.

FAQ’s on Technology Essay

Question 1. How do you write a Technology essay?

Answer: A good essay on technology must include the definition, history, advantages and disadvantages. The essay must also be able to elaborate in detail and avoid grammatical errors.

Question 2. What is the importance of technology?

Answer: Technology makes our lives easier. Distances are reduced and the human lifespan is greatly increased.

Question 3. How is technology useful to us?

Answer: Technology can save precious time. It can also enable instant communication and interaction with people anywhere in the world. Moreover, technology improves our quality of life. It also ensures that we are safe from all harm. Inventions like the internet enable easy access to information.

Question 4. What is the disadvantage of technology?

Answer: Technologies, such as mobile phones or computers can cause addiction. Technology can also increase pollution and health problems. It can also create a shortage of jobs. Moreover, technology can deplete natural resources.

Question 5. Can technology improve our life?

Answer: Technology can certainly improve our lives if we use it responsibly.

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• Technology Essay

Essay on Technology

The word "technology" and its uses have immensely changed since the 20th century, and with time, it has continued to evolve ever since. We are living in a world driven by technology. The advancement of technology has played an important role in the development of human civilization, along with cultural changes. Technology provides innovative ways of doing work through various smart and innovative means. 

Electronic appliances, gadgets, faster modes of communication, and transport have added to the comfort factor in our lives. It has helped in improving the productivity of individuals and different business enterprises. Technology has brought a revolution in many operational fields. It has undoubtedly made a very important contribution to the progress that mankind has made over the years.

The Advancement of Technology:

Technology has reduced the effort and time and increased the efficiency of the production requirements in every field. It has made our lives easy, comfortable, healthy, and enjoyable. It has brought a revolution in transport and communication. The advancement of technology, along with science, has helped us to become self-reliant in all spheres of life. With the innovation of a particular technology, it becomes part of society and integral to human lives after a point in time.

Technology is Our Part of Life:

Technology has changed our day-to-day lives. Technology has brought the world closer and better connected. Those days have passed when only the rich could afford such luxuries. Because of the rise of globalisation and liberalisation, all luxuries are now within the reach of the average person. Today, an average middle-class family can afford a mobile phone, a television, a washing machine, a refrigerator, a computer, the Internet, etc. At the touch of a switch, a man can witness any event that is happening in far-off places.  

Benefits of Technology in All Fields: 

We cannot escape technology; it has improved the quality of life and brought about revolutions in various fields of modern-day society, be it communication, transportation, education, healthcare, and many more. Let us learn about it.

Technology in Communication:

With the advent of technology in communication, which includes telephones, fax machines, cellular phones, the Internet, multimedia, and email, communication has become much faster and easier. It has transformed and influenced relationships in many ways. We no longer need to rely on sending physical letters and waiting for several days for a response. Technology has made communication so simple that you can connect with anyone from anywhere by calling them via mobile phone or messaging them using different messaging apps that are easy to download.

Innovation in communication technology has had an immense influence on social life. Human socialising has become easier by using social networking sites, dating, and even matrimonial services available on mobile applications and websites.

Today, the Internet is used for shopping, paying utility bills, credit card bills, admission fees, e-commerce, and online banking. In the world of marketing, many companies are marketing and selling their products and creating brands over the internet. 

In the field of travel, cities, towns, states, and countries are using the web to post detailed tourist and event information. Travellers across the globe can easily find information on tourism, sightseeing, places to stay, weather, maps, timings for events, transportation schedules, and buy tickets to various tourist spots and destinations.

Technology in the Office or Workplace:

Technology has increased efficiency and flexibility in the workspace. Technology has made it easy to work remotely, which has increased the productivity of the employees. External and internal communication has become faster through emails and apps. Automation has saved time, and there is also a reduction in redundancy in tasks. Robots are now being used to manufacture products that consistently deliver the same product without defect until the robot itself fails. Artificial Intelligence and Machine Learning technology are innovations that are being deployed across industries to reap benefits.

Technology has wiped out the manual way of storing files. Now files are stored in the cloud, which can be accessed at any time and from anywhere. With technology, companies can make quick decisions, act faster towards solutions, and remain adaptable. Technology has optimised the usage of resources and connected businesses worldwide. For example, if the customer is based in America, he can have the services delivered from India. They can communicate with each other in an instant. Every company uses business technology like virtual meeting tools, corporate social networks, tablets, and smart customer relationship management applications that accelerate the fast movement of data and information.

Technology in Education:

Technology is making the education industry improve over time. With technology, students and parents have a variety of learning tools at their fingertips. Teachers can coordinate with classrooms across the world and share their ideas and resources online. Students can get immediate access to an abundance of good information on the Internet. Teachers and students can access plenty of resources available on the web and utilise them for their project work, research, etc. Online learning has changed our perception of education. 

The COVID-19 pandemic brought a paradigm shift using technology where school-going kids continued their studies from home and schools facilitated imparting education by their teachers online from home. Students have learned and used 21st-century skills and tools, like virtual classrooms, AR (Augmented Reality), robots, etc. All these have increased communication and collaboration significantly. 

Technology in Banking:

Technology and banking are now inseparable. Technology has boosted digital transformation in how the banking industry works and has vastly improved banking services for their customers across the globe.

Technology has made banking operations very sophisticated and has reduced errors to almost nil, which were somewhat prevalent with manual human activities. Banks are adopting Artificial Intelligence (AI) to increase their efficiency and profits. With the emergence of Internet banking, self-service tools have replaced the traditional methods of banking. 

You can now access your money, handle transactions like paying bills, money transfers, and online purchases from merchants, and monitor your bank statements anytime and from anywhere in the world. Technology has made banking more secure and safe. You do not need to carry cash in your pocket or wallet; the payments can be made digitally using e-wallets. Mobile banking, banking apps, and cybersecurity are changing the face of the banking industry.

Manufacturing and Production Industry Automation:

At present, manufacturing industries are using all the latest technologies, ranging from big data analytics to artificial intelligence. Big data, ARVR (Augmented Reality and Virtual Reality), and IoT (Internet of Things) are the biggest manufacturing industry players. Automation has increased the level of productivity in various fields. It has reduced labour costs, increased efficiency, and reduced the cost of production.

For example, 3D printing is used to design and develop prototypes in the automobile industry. Repetitive work is being done easily with the help of robots without any waste of time. This has also reduced the cost of the products. 

Technology in the Healthcare Industry:

Technological advancements in the healthcare industry have not only improved our personal quality of life and longevity; they have also improved the lives of many medical professionals and students who are training to become medical experts. It has allowed much faster access to the medical records of each patient. 

The Internet has drastically transformed patients' and doctors’ relationships. Everyone can stay up to date on the latest medical discoveries, share treatment information, and offer one another support when dealing with medical issues. Modern technology has allowed us to contact doctors from the comfort of our homes. There are many sites and apps through which we can contact doctors and get medical help. 

Breakthrough innovations in surgery, artificial organs, brain implants, and networked sensors are examples of transformative developments in the healthcare industry. Hospitals use different tools and applications to perform their administrative tasks, using digital marketing to promote their services.

Technology in Agriculture:

Today, farmers work very differently than they would have decades ago. Data analytics and robotics have built a productive food system. Digital innovations are being used for plant breeding and harvesting equipment. Software and mobile devices are helping farmers harvest better. With various data and information available to farmers, they can make better-informed decisions, for example, tracking the amount of carbon stored in soil and helping with climate change.

Disadvantages of Technology:

People have become dependent on various gadgets and machines, resulting in a lack of physical activity and tempting people to lead an increasingly sedentary lifestyle. Even though technology has increased the productivity of individuals, organisations, and the nation, it has not increased the efficiency of machines. Machines cannot plan and think beyond the instructions that are fed into their system. Technology alone is not enough for progress and prosperity. Management is required, and management is a human act. Technology is largely dependent on human intervention. 

Computers and smartphones have led to an increase in social isolation. Young children are spending more time surfing the internet, playing games, and ignoring their real lives. Usage of technology is also resulting in job losses and distracting students from learning. Technology has been a reason for the production of weapons of destruction.

Dependency on technology is also increasing privacy concerns and cyber crimes, giving way to hackers.

FAQs on Technology Essay

1. What is technology?

Technology refers to innovative ways of doing work through various smart means. The advancement of technology has played an important role in the development of human civilization. It has helped in improving the productivity of individuals and businesses.

2. How has technology changed the face of banking?

Technology has made banking operations very sophisticated. With the emergence of Internet banking, self-service tools have replaced the traditional methods of banking. You can now access your money, handle transactions, and monitor your bank statements anytime and from anywhere in the world. Technology has made banking more secure and safe.

3. How has technology brought a revolution in the medical field?

Patients and doctors keep each other up to date on the most recent medical discoveries, share treatment information, and offer each other support when dealing with medical issues. It has allowed much faster access to the medical records of each patient. Modern technology has allowed us to contact doctors from the comfort of our homes. There are many websites and mobile apps through which we can contact doctors and get medical help.

4. Are we dependent on technology?

Yes, today, we are becoming increasingly dependent on technology. Computers, smartphones, and modern technology have helped humanity achieve success and progress. However, in hindsight, people need to continuously build a healthy lifestyle, sorting out personal problems that arise due to technological advancements in different aspects of human life.

The Digital Divide Essay: the Challenge of Technology and Equity

• To find inspiration for your paper and overcome writer’s block
• As a source of information (ensure proper referencing)
• As a template for you assignment

Introduction

What is the digital divide, causes of the digital divide, reducing the divide, digital divide: essay conclusion, works cited.

The invention of the computer and the subsequent birth of the internet have been seen as the most significant advances of the 20th century.

Over the course of the past few decades, there has been a remarkable rise in the use of computers and the internet. Sahay asserts that the ability of computing technologies to traverse geographical and social barriers has resulted in the creation of a closer knit global community (36). In addition to this, the unprecedented high adoption rate of the internet has resulted in it being a necessity in the running of our day to day lives.

However, there have been concerns due to the fact that these life transforming technologies are disparately available to people in the society. People in the high-income bracket have been seen to have a higher access to computer and the internet. This paper argues that the digital divide does exist and sets out to provide a better understanding of the causes of the same. Solutions to this problem are also addressed by this paper.

The term divide is mostly used to refer to the economic gap that exists between the poor and richer members of the society. In relation to technology, the OECD defines digital divide as ” the gap between individuals, households, businesses and geographic areas at different socio-economic levels with regard both to their opportunities to access information and communication technologies (ICTs) and to their use of the Internet for a wide variety of activities.” (5). As such, the digital divide refers to the disparities in access of communication technology experienced by people.

While the respective costs of computers and internet access have reduced drastically over the years, these costs still remain significantly expensive for some people in the population. As a result of this, household income is still a large determinant of whether internet access is available at a home.

Income is especially a large factor in developing countries where most people still find the cost of owning a PC prohibitive. However, income as a factor leading to the digital divide is not only confined to developing nations. A report by the NTIA indicated that across the United States, internet access in homes continued to be closely correlated with the income levels (3).

Education also plays a key role in the digital divide. The National Telecommunications and Information Administration indicates that in America, certain groups such as Whites and Asian Americans who possess higher educational levels have higher levels of both computer ownership as well as access to the internet (3). This is because the more educated members of the society are having a higher rate of increased access to computers and internet access as opposed to the less educated.

A simple increase in the access to computer hardware resources through the production of low cost versions of information technology which is affordable to many does not necessarily result in a reduction in the digital divide. This is because in addition to the economic realities there are other prominent factors.

The lack of technological knowhow has been cited as further widening the digital divide. This means that even with access to technology, people might still be unable to make effective usage of the same. Sahay best expresses this problem by asserting that “just by providing people with computers and internet access, we cannot hope to devise a solution to bridge the digital divide.” (37).

Another cause of the digital divide is the social and cultural differences evident in most nations in the world. One’s race and culture have been known to have a deep effect on their adoption and use of a particular technology (Chen and Wellman 42).

This is an opinion which is shared by Sahay who notes that people with fears, assumptions or pre-conceived notions about technology may shy away from its usage (46). As such, people can have the economic means and access to computers and the internet but their culture may retard their use of the same.

The digital divide leads to a loss of the opportunity by many people to benefit from the tremendous economic and educational opportunities that the digital economy provides (NTIA 3). As such, the reduction of this divide by use of digital inclusion steps is necessary for everyone to share in the opportunities provided. As has been demonstrated above, one of the primary causes of the digital divide is the income inequality between people and nations.

Most developing countries have low income levels and their population cannot afford computers. To help alleviate this, programs have been put in place to reduce the cost of computers or even offer them for free to the developing countries. For example, a project by Quanta Computer Inc in 2007 set out to supply laptops to developing world children by having consumers in the U.S. buy 2 laptops and have one donated to Africa (Associated Press).

Studies indicate that males are more likely than females in the comparable population to have internet access at home mostly since women dismiss private computer and internet usage (Korupp and Szydlik 417). The bridging of this gender divide will therefore lead to a reduction in the digital divide that exists.

In recent years, there has been evidence that the gender divide is slowly closing up. This is mostly as a result of the younger generation who use the computer and internet indiscriminately therefore reducing the strong gender bias that once existed. This trend should be encouraged so as to further accelerate the bridging of the digital divide.

As has been illustrated in this paper, there exist non economic factors that may lead to people not making use of computers hence increasing the digital divide. These factors have mostly been dismissed as more attention is placed on the income related divide. However, dealing with this social and cultural related divides will also lead to a decrease in the divide. By alleviating the fears and false notions that people may have about technology, people will be more willing to use computers and the internet.

A divide, be it digital or economic acts as a major roadblock in the way for economic and social prosperity. This paper set out to investigate the digital divide phenomena. To this end, the paper has articulated the issue of digital divide, its causes and solutions to the problem.

While some people do suggest that the digital divide will get bridged on its own as time progresses, I believe that governments should take up affirmative action and fund projects that will result in a digitally inclusive society. Bridging of the digital divide will lead to people and nations increasingly being included in knowledge based societies and economies. This will have a positive impact to every community in the entire world.

Associated Press. Hundred-Dollar Laptop’ on Sale in Two-for-One Deal. 2007. Web.

Chen, Wenhong and Wellman, Barry. The Global Digital Divide- Within and Between Countries . IT & SOCIETY, VOLUME 1, ISSUE 7. 2004, PP. 39-45.

Korupp, Sylvia and Szydlik, Marc. Causes and Trends of the Digital Divide. European Sociological Review Vol. 21. no. 4, 2005.

National Telecommunications and Information Administration (NTIA). Falling Through the Net: Towards Digital Inclusion . 2000. Web.

Organization for Economic Cooperation and Development (OECD). Understanding the Digital Divide . 2001. Web.

Sahay, Rishika. The causes and Trends of the Digital Divide . 2005. Web.

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• The Digital Divide Term Description
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• Americans and Digital Knowledge
• Chicago (A-D)
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IvyPanda. (2019, February 7). The Digital Divide. https://ivypanda.com/essays/the-digital-divide/

"The Digital Divide." IvyPanda , 7 Feb. 2019, ivypanda.com/essays/the-digital-divide/.

IvyPanda . (2019) 'The Digital Divide'. 7 February.

IvyPanda . 2019. "The Digital Divide." February 7, 2019. https://ivypanda.com/essays/the-digital-divide/.

1. IvyPanda . "The Digital Divide." February 7, 2019. https://ivypanda.com/essays/the-digital-divide/.

Bibliography

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The evolution of academic assistance: pre-written essays for sale in the digital age, sponsored post.

• July 8, 2024

Writing used to be a solitary job where writers would sit at the table in their studies to scribble away imaginary scenarios, people, and events. Today, writing is much more collaborative with writers working out of cafes and dormitories with other students. Academic writing has seen a lot of change in the recent days, thanks to the internet and the AI.

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Evolution of Academic Assistance

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Peers and Siblings

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AI Essay Writing Tools

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Academic assistance for students in the digital age has come a long way, from its humble roots. Today, students can order a complete essay from the comfort of their homes and get one in seconds. We have covered some aspects in the blog for your assistance in finding the right pre-written essay for sale.

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July 9, 2024

Digital forestry can help mitigate and prevent wildfires

Purdue Institute for Digital Forestry director Songlin Fei in front of a screen that displays a digital forest created from the remote sensing taken by his collaborators. (Purdue Agricultural Communications photo)

Purdue Institute for Digital Forestry calls upon universitywide collaborators to meet this goal

WEST LAFAYETTE, Ind. — The National Interagency Fire Center reports that, as of this writing, 19,444 fires have burned 2,161,787 acres in the United States alone. Land managers and governments are waging a high-stakes battle against decades-long wildfire increases. Technology can play a critical role in extinguishing that threat, according to researchers at Purdue University’s Institute for Digital Forestry .

“With digital technology, my colleagues and I can study every tree, from root to canopy. We conduct field mapping of wildfire risks at a scale that provides critical and actionable information,” said institute director Songlin Fei , who also holds the Dean’s Chair in Remote Sensing.

Using digital forestry, researchers can identify the areas of highest risk that affect large populations and valuable infrastructure. Purdue’s efforts include developing innovative remote sensing technology, from drone to satellite, to determine the probability and magnitude of wildfires at a given location. 

Ayman Habib , the Dr. Thomas A. Page Professor in Civil Engineering, leads a team that has integrated medium-altitude, near-proximal and proximal sensing technologies on board crewed aircrafts, uncrewed aerial vehicles and even wearable backpacks for the acquisition of RGB/thermal imagery and LiDAR (light detection and ranging) point clouds in forests.

“We are also working on developing data analytic strategies for modeling the forest floor together with the detection of woody debris and description of the underlying layer of young and short species of trees, shrubs and soft-stemmed plants,” said Habib. 

Aeronautics and astronautics professor James Garrison and his team recently released a satellite named SNOOPI (SigNals Of Opportunity: P-band Investigation) from the International Space Station for a proof-of-concept mission. SNOOPI is the first in-space demonstration to evaluate if powerful satellite transmissions can be reutilized as illumination sources from noncooperative communication satellites for Earth remote sensing.

“The amount of biomass above the surface and the water contained in vegetation are theoretically measurable from SNOOPI’s observations,” said Garrison, whose team at Purdue and NASA’s Jet Propulsion Laboratory and Goddard Space Flight Center built SNOOPI. “These variables, along with the soil moisture, are critical for predicting the risk of wildfires.”

The institute has formed partnerships around the world to conduct research, increase awareness of digital forestry’s capabilities, share expertise and operate a multimillion-dollar portfolio of programs in collaboration with various public, private, academic and nonprofit organizations. One project , for example, helps landowners and stakeholders to better adapt their forests to increasingly complicated economic and climatic conditions in the eastern U.S. Another project , which will span more than 20 states, assists family forest owners in developing climate-smart commodity management practices.

The digital forestry team’s packed agenda includes developing more accurate methods for measuring and monitoring carbon to mitigate climate change. To augment sustainable forest management, the team’s digital maps also improve logistics that lead to better understanding of timber quality and quantity, which enhances profitability, Fei explained. 

Institute researchers are creating “digital twins” — digital copies of forests — to obtain critical insights into their ecology. These digital twins allow detailed fire modeling and simulation, along with visually engaging public outreach and education. 

Bedrich Benes , professor of computer science, leads the computational vegetation group that focuses on forest reconstruction and building digital twins of plants at their functional level. Working with his collaborators and graduate students, he plans to use the 3D tree volumetric digital twins to replicate large-scale forest fires. 

“Forest fires are often simulated on the scale of individual trees, and that does not capture their internal structure. We want to bring it to the level of individual branches and leaves,” said Benes.

Michael Jenkins , professor of forestry and natural resources, and Jinha Jung , associate professor of civil engineering, have an ongoing project to quantify forest fuel characteristics in Tennessee’s Great Smoky Mountains National Park.

“We’re hoping to use some of the digital forestry techniques that have been developed, especially with LiDAR, to look at the vertical and horizontal distribution of fuels to see how it may or may not aid the spread of fire,” Jenkins said.

In addition to collecting and analyzing data and improving the resolution of digitally derived data, “You have to look on the ground and understand what it means ecologically,” said Jenkins, who spent 10 years as a national park ecologist in the Smokies before joining the Purdue faculty in 2008.

“We’re particularly interested in some of the evergreen shrubs that occur in the southern Appalachians and to parse out the height, the cover and potentially the species of those shrubs,” Jenkins said. These shrubs can serve as “ladder fuel,” changing a low-intensity surface fire into something far more intense, fast-moving and dangerous, especially with climate change altering the occurrence and intensity of droughts.

Human encroachment into natural areas raises questions about insurance and how to protect homes, and homeowners, with more astute fire management. The 2016 Chimney Tops 2 Fire that burned nearly 18 square miles in Tennessee, resulting in 14 deaths and millions of dollars in damage, demonstrated what can happen when a relatively large human population resides in the wildland urban interface of the southern Appalachians.

That a fire could spread so widely and burn with such intensity during the fall was unprecedented. “It wasn’t a summer drought occurrence. It was during the dormant season,” Jenkins said.

Yet another institute collaboration between Daniel Aliaga and Aniket Bera , both associate professors in the Department of Computer Science , will apply digital technologies to urban fire analysis.

Using satellite data, Aliaga and his associates recently completed a digital inventory of trees and buildings in 330 cities with populations greater than 100,000 in all 50 states. Aliaga’s expertise includes developing solutions for urban issues such as growth, traffic, atmospheric conditions, extreme weather — especially heat — and flooding.

“What are the urban codes, the urban policies we should change or implement to reduce likelihood of fire starting and fire transmission?” Aliaga asked.

To complement passive methods, some more fire-prone areas may call for active precautions. Urban fire studies could help answer some seemingly simple questions such as where to put fire stations and fire hydrants.

Aliaga’s team has conducted a study stemming from the 2018 Camp Fire in California. The researchers found that by using archived satellite data, they can inventory every tree before and after a fire. 

Bera specializes in artificial intelligence, computer graphics and robotics. He aspires to use drones or other robotics technologies to help track urban fire behavior.

Urban fires are less studied than wildfires, Bera noted. “This is a genuine problem, maybe more so now than it was before,” he said. “It is studied, but not to the degree of how plumes or gases or the fire itself spreads.” His interest includes studying how fires can create choke points where people are unable to breathe.

“Fire is a kind of fluid. How do these fires spread? And how do the gases spread? Can we build better predictive models in urban situations?” asked Bera. 

Fei explains why Purdue is an ideal place to be conducting this critical research. “At Purdue, we call what we have ‘excellence at scale,’ which means I can literally walk across the street and have access to incredible faculty in world-ranked colleges and departments. Together we see and pursue the possibilities of what digital forestry can achieve,” said Fei.

The Institute for Digital Forestry’s ultimate goal is to measure every tree on the planet — the crown, stem and height — with high accuracy. 

“We use the ‘measuring every tree on the planet’ slogan to inspire us, to be our moon-shot goal,” Fei said. He compares the global forestry inventory to sound budgeting practices.

“If you know the quality and quantity of your resources, you can be a better manager,” Fei said.  

About Purdue University

Purdue University is a public research institution demonstrating excellence at scale. Ranked among top 10 public universities and with two colleges in the top four in the United States, Purdue discovers and disseminates knowledge with a quality and at a scale second to none. More than 105,000 students study at Purdue across modalities and locations, including nearly 50,000 in person on the West Lafayette campus. Committed to affordability and accessibility, Purdue’s main campus has frozen tuition 13 years in a row. See how Purdue never stops in the persistent pursuit of the next giant leap — including its first comprehensive urban campus in Indianapolis, the Mitchell E. Daniels, Jr. School of Business, Purdue Computes and the One Health initiative — at https://www.purdue.edu/president/strategic-initiatives .

Writers: Maureen Manier and Steve Koppes

Media contact: Maureen Manier, [email protected]  

Source: Songlin Fei, [email protected]

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