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Team Performance Management

ISSN : 1352-7592

Article publication date: 1 May 1999

To date, many of the models and theories that seek to explain problem solving and decision making, have tended to adopt an overly reductionist view of the processes involved. As a consequence, most theories and models have proved unsuitable in providing managers with a practical explanation of the dynamics that underpin problem solving. A substantial part of a manager’s time is taken up with problem solving and decision making issues. The question of whether managers possess the necessary problem solving skills, or have access to “tools”, which can be used to manage different types of problems, has become an issue of some importance for managers and organisations alike. This paper seeks to contribute to the current literature on problem solving and decision making, by presenting a conceptual model of problem solving, which is intended to assist managers in developing a more holistic framework for managing problem solving issues.

  • Strategic management
  • Problem solving
  • Decision making

O’Loughlin, A. and McFadzean, E. (1999), "Toward a holistic theory of strategic problem solving", Team Performance Management , Vol. 5 No. 3, pp. 103-120. https://doi.org/10.1108/13527599910279470

Copyright © 1999, MCB UP Limited

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Adopting a holistic approach to problem-solving in business

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https://news.mit.edu/2022/adopting-holistic-approach-problem-solving-business-sharmila-chatterjee-0211

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“Price discounting is one of my pet peeves,” says Sharmila Chatterjee. No, the academic head for the Enterprise Management (EM) Track of MIT Sloan School of Management’s MBA program doesn’t have it out for customers looking for a deal. Rather, this is a stitch in a running thread of conversation about bigger-picture thinking honed from years of research.

Chatterjee is a business-to-business (B2B) marketing expert and an award-winning case writer who examines issues in the domains of channels of distribution, sales force management, and relationship marketing. “No one should be engaged in price gouging, of course,” she says, “but get an equitable return on the value delivered through your offerings, such that you can sustain investments for the long-term success of your brand.”

Citing Millward Brown’s finding that brands account for more than 30 percent of the stock market value of companies in the S&P 500 index, The Economist acknowledged that for many companies, their brand is their most valuable asset. Consider United Airlines' 2017 branding crisis that resulted in their stock plummeting $1.4 billion in a matter of days after video footage emerged showing the forced removal of a passenger from an overbooked flight.

Brand, according to Chatterjee, is a function of customer experience. In a 2019 opinion piece for USA Today , Chatterjee outlined the importance of customer experience by examining the case of bricks-and-mortar (B&M) retailers. When e-commerce emerged in the early 1990s, traditional retailers tried to compete by slashing prices. As a result, they were forced to cut costs elsewhere: They whittled down sales teams, neglected investment in training, and ignored merchandising and product development — all to the detriment of the in-person customer experience.

Their misapprehension of the situation resulted in a self-fulfilling prophecy. Customers flocked online for discounts, leaving, among others, big brands like RadioShack, Toys R Us, and Sears to file for bankruptcy. In an unexpected twist, the rise of the digital age exposed the importance of the human interface. Today, savvy retailers recognize the benefits of combining e-commerce and B&M, integrating online and offline. “Technology is a great facilitator and enabler. Problems arise when we turn to technology as a panacea,” warns Chatterjee. “Human capital is critical for successful outcomes in most cases — minimizing this comes at a great cost.”

For further evidence of the need for human-tech complementarity, we need look no further than the high rates of technology implementation failures experienced by businesses today. In 2001, Gartner reported a 50 percent failure rate of customer relationship management (CRM) implementation. Fast-forward to 2021, and those numbers have only increased. How to reconcile this with the fact that CRM spending shows no sign of slowing down, and for many businesses, CRM has become the largest revenue area of spending in enterprise software?

Meanwhile, a recent study conducted by MIT Sloan Management Review with Boston Consulting Group found that technology implementation failure rates of 70 percent or higher are the norm, and only 10 percent of companies report significant returns on their AI investments. “There is obviously enormous potential for technology to deliver value, but the potential is not being realized, and therein lies the role of human capital,” says Chatterjee.

In an effort to understand the high rate of technology implementation failures, particularly in the B2B context, Chatterjee conducted an empirical analysis of buying organizations that purchased and implemented business intelligence software. She found that the most significant predictors of both successful technology assimilation and overall customer satisfaction were related to a set of intangibles that the buyer assigned to the software seller; the “soft” service facet, reflecting a holistic understanding of the customer’s business context, value creation potential, and pathway to value.

She calls this the “value mindset.” Once a business has a competitive product, they need to be able to communicate how to best extract the potential value from the technology. This means, among other things, sharing with the buyer the change management needed in the legacy processes as well as best business practices and lessons learned from failure. Sellers that communicated “value mindset,” according to Chatterjee, experienced significantly higher rates of customer satisfaction — to the extent of a three-to-one effect. “Again, this demonstrates in spades the incredible value of the human interface — value not communicated is value not delivered. Again, technology and humans as complements,” she explains.

Chatterjee's research began with a fascination with information silos fostered during her time as a graduate student at the Wharton School, where she first became aware of a statistic that found a mere 30 percent of marketing leads were pursued by sales teams. This revelation regarding the gap in the sales-marketing interface was something Chatterjee channeled into years of research in the domain of sales lead management and customer retention. Focused on this disconnect between human behavior and the rhythms of capitalism, she would go on to conduct some of the first studies in the critical area of the sales-marketing interface, specifically sales lead management, including a study she and her colleagues titled " The Sales Lead Black Hole: On Sales Rep’s Follow-up of Marketing Leads ."

A self-proclaimed empiricist in her research, Chatterjee employs surveys coupled with econometric methods for analysis that tests models in the real world. This focus on real-world business challenges extends to her administrative role leading the EM Track at MIT. All MBA programs deliver content, whether it be in finance, marketing, operations, or leadership. But at the Institute, Chatterjee emphasizes the importance of mindset. From the outset, students in the EM Track are encouraged to think like CEOs while on a pathway to future leadership. In practice, this means training students to move away from siloed thinking while adopting a holistic, cross-functional approach to problem-solving in order to transform organizations.

The best way to instill this leadership mindset is for students to work on real-life business projects and challenges with companies while applying theoretical concepts and frameworks learned in the classroom. In their first year, students are thrown into the deep end. Through the Enterprise Management Lab (EM-Lab), EM Track students are provided the opportunity to work hands-on with large enterprises to address business challenges. "My students' work on real business challenges embodies the MIT motto “mens et manus,” mind and hand,” she says.

Companies like Procter & Gamble/Gillette, Amazon, BMW, and IBM have all participated in EM-Lab projects. “Multinationals come back to us year after year because we deliver useful findings that they can implement in their companies,” says Chatterjee. At the same time, MIT students benefit from the real-world experience, refining their research skills while developing the mindset of future business leaders. “It’s a very symbiotic relationship, a partnership that benefits all involved,” Chatterjee says.

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Toward a holistic theory of strategic problem solving

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Authors: O'Loughlin, Andrew ;  McFadzean, Elspeth

Source: Team Performance Management , Volume 5, Number 3, 1999, pp. 103-120(18)

Publisher: Emerald Group Publishing Limited

DOI: https://doi.org/10.1108/13527599910279470

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Keywords: Decision Making ; Model ; Paradigms ; Problem Solving ; Strategic Management

Document Type: Research Article

Publication date: March 1, 1999

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Learning a holistic approach for effective strategy

Ana Escandon, EMBA '19

Aug 12, 2020

Ana Escandon '19

Strategy is important for all companies, yet a common pitfall is not looking at the organization holistically. Often, strategy is biased, taking a narrow view of the company. As a result, the strategy might solve a few problems but may not be transformational at all.

A simple analogy for strategy is picking apples. You pick up the fruit and quickly look at it; you might find a few spots and still decide to buy it, thinking it appears to be healthy. I learned through MIT’s Global Organizations Lab (GO-Lab) that by taking a holistic approach, you can observe and extract additional information that can make strategic decisions, or picking the right apples, more effective.  By carefully viewing all sides of the fruit and considering its condition below the surface, you may discover that a simple spot is an indication that the apple is not so healthy after all.

GO-Lab is an international, integrative project of the Executive MBA in which teams are tasked to solve a strategic challenge for a real company. I had the fortune to work alongside an incredible team and a highly invested client. The challenge was to provide strategic guidance to a global organization on whether or not to enter a new business somewhat far from its current capabilities. As I reflected on this experience, it became clear that these three learnings are absolutely critical when it comes to holistic and effective strategy.

Effective strategy is multidisciplinary

When presented with a problem statement, the first step is to “go see and assess” to determine if the stated problem is in fact the real problem. The goal is to identify the actual problem and better understand its cause. Just like the examination of the apple, this means looking at the problem statement from different perspectives.

In the GO-Lab project, this came naturally for our team because we all came from diverse backgrounds, from strategy and R&D to finance and pharma. We asked our client all sorts of questions and requested information from different departments. As a result, we talked with people across the entire organization, gathering data and perceptions from detractors, as well as regions and departments that weren’t obvious internal stakeholders. We also talked to external actors in the client’s ecosystem who could contribute other viewpoints of the organization. We included researchers, universities, and even other companies related to the industry in our interviews.

While it took some time, these discussions gave us a well-rounded idea of the company and its position in the marketplace. Moreover, it revealed that the original problem statement didn’t represent the real problem at stake. Getting to this point was crucial in delivering good results for the project and the client.

Effective strategy is honest

Acknowledging the organization’s capabilities is key. Several times during the project, my teammates would say, “the farther you are from headquarters, the more real it gets.” People at the front line are the ones who experience the true ability of the organization’s capabilities. By detaching from corporate beliefs, you can make more assertive strategic decisions.

Throughout our project, we encountered key people at the company’s headquarters who defined the organization based on past experiences and successes. As a result, the company thought it could enter the new market on its own. From our visits to the company’s sites and talking to frontline employees, we found many gaps in the company’s common knowledge and the new business’ benchmark. When we brought back this information to the client, they were able to be honest with themselves and admit to where they really were in the market. In the end, this honesty enabled them to select a much better strategy to enter the space.

Effective strategy is political

As noted above, problem statements aren’t always accurate. A political lens is helpful to understand the underlying interests of different groups surrounding the problem. Understanding this can help to reduce obstacles in generating commitment towards strategic goals. If you can’t align interests, the organization won’t move towards the desired direction.

As we dug in deeper through the project, we realized that the customer had fundamental interests that weren’t explicit in the problem statement. We had to tap into our political savviness to understand these interests and how they conflicted with the views of other internal stakeholders. Realizing this helped us to frame our proposal in ways that would be more practical for the client to sell their strategy internally.

Applying a holistic approach

The client moved forward with the project, the team graduated, and these learnings lived on for a new purpose. Today, I’m in charge of strategy and business development in my organization and use these GO-Lab learnings to help drive a transformational, strategic agenda for the company.

I follow this holistic approach to include a diversity of people in discussions, learning from their perspectives on the company’s position and understanding conflicting interests in order to move forward. By doing this, I have been able to reveal misconceptions about our capabilities and opportunities, which helped me to take the lead in redesigning our growth strategy for the next five years.

Thanks to this experience, I have changed as a leader and a driver for change. Without coming to MIT, I would never have imagined that something as simple as “picking apples” could deliver transformational results if done well.

Ana Escandon, EMBA '19, is Head of Sales at Citrofrut in Monterrey, Mexico.

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Strategic Thinking in Complex Problem Solving

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Strategic Thinking in Complex Problem Solving

1 An Overview of Strategic Thinking in Complex Problem Solving

  • Published: January 2016
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The first chapter, “An overview of strategic thinking in complex problem solving,” gives a general description of the book and introduces the case study that is used in each chapter to exemplify how the tools apply to a practical case. The case study requires no specialized knowledge: a friend’s dog disappears on the very day that the friend dismissed his temperamental housekeeper; did the dog escape or was he kidnapped? The chapter also introduces five key concepts that come at various points along the resolution process: using alternatively divergent and convergent thinking, using issue maps to identify all possible answers to a question exactly once (by using a mutually exclusive and collectively exhaustive (MECE) structure), acquiring the right skills, simplifying to reveal the underlying structure of a problem, and not fooling oneself and others.

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A More Holistic Approach to Problem Solving

  • B V Krishnamurthy

When you’re stuck on a problem, it often helps to step back and look at the bigger picture. You see things differently and discover new solutions. What I ask participants in my Total Leadership program to do is take the “four-way view” – the interaction among work, home, community, and self – and come up […]

When you’re stuck on a problem, it often helps to step back and look at the bigger picture. You see things differently and discover new solutions. What I ask participants in my Total Leadership program to do is take the “four-way view” – the interaction among work, home, community, and self – and come up with creative ways of bringing them together into a more coherent whole. I’ve found that when you do this, you see opportunities for change to which you were previously blind. The happy result: improved performance and satisfaction all the way around.

holistic theory of strategic problem solving

  • B V Krishnamurthy is the Director and Executive Vice-President of Alliance Business Academy in Bangalore, India, where he is also the ASI Distinguished Professor of Strategy and International Business.

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Intuition versus analysis: Strategy and experience in complex everyday problem solving

  • Published: April 2008
  • Volume 36 , pages 554–566, ( 2008 )

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holistic theory of strategic problem solving

  • Jean E. Pretz 1  

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Research on dual processes in cognition has shown that explicit, analytical thought is more powerful and less vulnerable to heuristics and biases than is implicit, intuitive thought. However, several studies have shown that holistic, intuitive processes can outperform analysis, documenting the disruptive effects of hypothesis testing, think-aloud protocols, and analytical judgments. To examine the effects of intuitive versus analytical strategy and level of experience on problem solving, 1st- through 4th-year undergraduates solved problems dealing with college life. The results of two studies showed that the appropriateness of strategy depends on the problem solver’s level of experience. Analysis was found to be an appropriate strategy for more experienced individuals, whereas novices scored best when they took a holistic, intuitive perspective. Similar effects of strategy were found when strategy instruction was manipulated and when participants were compared on the basis of strategy preference. The implications for research on problem solving, expertise, and dual-process models are discussed.

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Study 1 was part of a doctoral dissertation submitted to Yale University. Support for this project was provided by a Yale University Dissertation Fellowship, an APA COGDOP award, and an APA dissertation award.

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Pretz, J.E. Intuition versus analysis: Strategy and experience in complex everyday problem solving. Memory & Cognition 36 , 554–566 (2008). https://doi.org/10.3758/MC.36.3.554

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Received : 12 June 2007

Accepted : 21 September 2007

Issue Date : April 2008

DOI : https://doi.org/10.3758/MC.36.3.554

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Paul Terry Consulting Group

Three Principles of Holistic Thinking

by Paul Terry | Jul 7, 2016 | Leadership , Strategic Thinking | 0 comments

Three Principles of Holistic Thinking

One of the key issues individuals face as they move into higher levels of responsibility is recognizing the value and importance of holistic thinking. I would define holistic thinking as the ability to see the whole picture and to understand the interdependencies of various component parts.

I think a good analogy is a jigsaw puzzle. A jigsaw puzzle can be overwhelming if you just have a huge jumbled pile of pieces and try to put them together with no frame of reference or guidance. My daughter loved doing puzzles when she was younger, and from watching her, I’ve learned a few principles that help the puzzle come together faster:

  • Keep the overall goal in front of you (like a picture of the completed puzzle), and review it often.
  • Frame up the borders of the puzzle, by finding the corners and all the straight edge pieces and put those together first.
  • Find patterns by grouping similar puzzle pieces together, such as specific colors which provide a hint they must be connected in some way.

These principles also apply to holistic thinking in a business context:

  • Know your overall objective. Holistic thinkers constantly remind themselves of their primary objective, or what specific result they are driving towards, which helps them to focus and not get distracted by every tangential concern or issue. Rather, by thinking holistically, bumps in the road are viewed more as learning opportunities and minor setbacks rather than insurmountable challenges. This applies at the individual level as well. When leaders I coach receive formal multi-rater feedback, they can get distracted by a single comment or rating rather than staying focused on the overall goal of development and core messages that will drive that development.
  • Correctly frame the problem/challenge. Michael Watkins, a professor at IMD has stated: “Many managers are promoted to senior levels on the strength of their ability to fix problems. When they become enterprise leaders, however, they must focus less on solving problems and more on defining which problems the organization should be tackling.” (emphasis added, Harvard Business Review, June 2012). In the U.S. we have a strong bias for action – we often hear that “doing something is better than nothing”, so we see a problem and dive in to fix it. While this may sometimes be helpful, we can also waste precious resources and cause huge headaches by trying to work on something that was only a symptom of a larger underlying issue. Holistic thinkers have the willingness and patience to step back and ask “what problem are we trying to solve?” I recall working with a non-profit client who stated that they wanted “more community support”. However, every person in the room had a different idea of what “community support” meant. These differences then led to a very useful conversation about “what is community support?” Only after they clarified this issue could they then make progress.
  • Learn to recognize patterns. Just as similar color puzzle pieces are likely to interconnect in specific ways, so are people, processes and systems likely to affect one another in certain ways that can be predicted once patterns are identified and understood. Rather than treating every issue that pops up as a “one off” situation, holistic thinkers have the ability to see the interdependencies, resulting patterns, and the implications of those patterns on the overall objective. For example, if we want to improve employee retention, holistic thinkers should seek for patterns not only in the circumstances of those who have left the organization, but also patterns in those who have stayed and flourished in the organization.

Unfortunately, most organizations have too many independent thinkers and far too few holistic (or interdependent ) thinkers. If you want to increase your capacity to think holistically, resist the urge to tackle the obvious surface-level issues—instead, dig deeper for the underlying patterns. This approach can help ensure you’re working on the right problem and staying focused on your primary goals.

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Holistic Problem Solving in Healthcare

In a medical setting, a holistic approach to problem solving refers to addressing the whole person, including their physical, mental, and emotional health, while taking social factors into consideration. This could be specific to diagnosis, in which case a holistic approach might consider all possible symptoms, or holistic treatment which may be very creative and empowers the patient to take charge of their own care.

What Does Holistic Mean?

In simple terms, “holistic” refers to the understanding of the relationship between all of the parts of a whole. In problem solving, a holistic approach starts by first identifying an obstacle, then taking a step back to understand the situation as a whole. When it comes to healthcare, solving problems holistically can make a huge impact on the quality of patient outcomes.

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  • 2. Focus on Accurate & Relevant Information

3. Make NO Assumptions

4. refrain from placing blame, 5. listen actively.

  • 6. Enhance Your Nursing Practice

There’s more than one way to look at, or solve, a problem. Just because something worked before doesn’t guarantee it to work again. When you’re stuck on a single way of looking at a problem or solution, and unwilling to think about it differently, consider that there might be a solution you, or others, haven’t thought of yet. There are a number of different ways that people go about solving a problem. Some of these strategies might be used on their own, but working as a team enables the group to employ a range of approaches to figure out and fix a problem. Avoid rigidity and try to stay fluid when it comes to finding a creative solution to a problem.

2. Focus on Accurate and Relevant Information

Interpersonal blow-outs are often rife with irrelevant information. You’ve probably experienced a conflict with a sibling, significant other, or co-worker in which the actual fight was actually about something very different. Holistic problem solving requires cool-headedness and accuracy. So start by assessing what parts of the conflict are related to the issue at hand, and which are about something else entirely. When a problem is very complex, solutions come easier when you push misleading or irrelevant information to the background and focus on the facts.

When dealing with a complication, people often make assumptions about the constraints and obstacles that prevent certain solutions. Try to examine everything you presume is true about the situation – and then consider that it may not be. The other person might not have the same information as you and they might have interpreted something differently. Start by assessing the facts and looking at the problem broadly to avoid making assumptions.

The fastest way to shut down the line of communication is to place blame on someone else. If someone hears they’re wrong, it’s natural to be defensive — which can actually escalate a conflict. Use “I” statements rather than “you” statements to explain your position. It’s about staying neutral and making the others involved in the conflict understand you at the most basic human level. After all, the only person you can control is you.

Communication skills are essential to effective holistic problem solving, and one such primary skill is active listening. Avoid taking a “you” vs “I” approach when solving problems collectively. When someone vocalizes what they’re feeling, make eye contact and repeat back to them what you heard. This is especially helpful in speaking with patients. It reinforces the feeling that they’re being listened to and creates empathy and appreciation. It’s also an opportunity for the patient to refine or correct their statement to ease misunderstandings.

6. Stick to Holistic Nursing Principles

In the medical world, solving for patient issues from a holistic approach is quite specific. The American Holistic Nurses Association has identified six principles to leverage when approaching problems in patient care.

  • A body of knowledge
  • Evidence-based research
  • Sophisticated skills
  • Defined standards of practice
  • A diversity of modalities from a broad range of practices
  • A philosophy of living and being

Solving problems holistically means examining the whole behavior. The key to a patient’s problem might not be obvious; the issue might be found in thoughtful consideration of the whole person, their environment, and lifestyle.

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  • DOI: 10.1287/MNSC.35.8.963
  • Corpus ID: 122815511

Defining Managerial Problems: A Framework for Prescriptive Theorizing

  • Gerald F. Smith
  • Published 1 August 1989
  • Management Science

157 Citations

Towards a theory of managerial problem solving, classifying managerial problems: an empirical study of definitional content*, heuristic methods for the analysis of managerial problems, toward a holistic theory of strategic problem solving, process of organizational problem definition: how to evaluate and how to improve, defining real world problems: a conceptual language, can aristotle help us specify the very nature of management problems, prescriptive theorizing in management research: a new impetus for addressing grand challenges, studies in managerial problem formulation systems, an investigation of problem formulation comprehensiveness on solution novelty and elegance in team collaboration, 47 references, towards a heuristic theory of problem structuring, organizational problem formulation: an empirical study., assumptional analysis: a methodology for strategic problem solving, developing a process model of problem recognition, formulating strategic problems: empirical analysis and model development, problem formulation as a purposive activity, problem defining and the consulting/intervention process, formulating the mess: the role of decision aids in problem formulation, strategic management: a stakeholder approach, types of organizational decision processes., related papers.

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  1. Toward a holistic theory of strategic problem solving

    Abstract. To date, many of the models and theories that seek to explain problem solving and decision making, have tended to adopt an overly reductionist view of the processes involved. As a consequence, most theories and models have proved unsuitable in providing managers with a practical explanation of the dynamics that underpin problem solving.

  2. Toward a holistic theory of strategic problem solving

    The question of whether managers possess the necessary problem solving skills, or have access to "tools", which can be used to manage different types of problems, has become an issue of some importance for managers and organisations alike. ... {OLoughlin1999TowardAH, title={Toward a holistic theory of strategic problem solving}, author ...

  3. Toward a holistic theory of strategic problem solving

    Toward a holistic theory of strategic problem solving. journal contribution. posted on 1998-12-31, 16:00 authored by Andrew O'Loughlin, E McFadzean. To date, many of the models and theories that seek to explain problem solving and decision making, have tended to adopt an overly reductionist view of the processes involved.

  4. Toward a holistic theory of strategic problem solving

    be used to manage different types of problems, has become an issue of some importance for managers and organisations alike. This paper seeks to contribute to the current literature on problem solving and decision making, by presenting a conceptual model of problem solving, which is intended to assist managers in developing a more holistic ...

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    In practice, this means training students to move away from siloed thinking while adopting a holistic, cross-functional approach to problem-solving in order to transform organizations. The best way to instill this leadership mindset is for students to work on real-life business projects and challenges with companies while applying theoretical ...

  6. Strategic Problem-Solving: A State of the Art

    Strategic problem-solving is a relevant skill in business, widely used to identify problems and find inherent solutions to stop, avoid, or mitigate such problems. The literature revolving around problem-solving has been enriched over the years with several theories and approaches. Problem-solving is critical in helping maintain a successful business and looking at problems as objectively and ...

  7. PDF Holistic Problem Solving

    The chief problem with such a "fire station strategy" is the tendency to assume that one solves the problem by extinguish-ing the fire. It is often more fruitful to think of the fire as a symptom of the real problem, with the important challenge being to define the core of the problem. Much of the theory of problem solving is about

  8. Toward a holistic theory of strategic problem solving

    To date, many of the models and theories that seek to explain problem solving and decision making, have tended to adopt an overly reductionist view of the processes involved. As a consequence, most theories and models have proved unsuitable in providing managers with a practical explanation of the dynamics that underpin problem solving. A substantial part of a manager's time is taken up with ...

  9. Toward a holistic theory of strategic problem solving

    A substantial part of a manager's time is taken up with problem solving and decision making issues. The question of whether managers possess the necessary problem solving skills, or have access to "tools", which can be used to manage different types of problems, has become an issue of some importance for managers and organisations alike.

  10. Toward a holistic theory of strategic problem solving

    Toward a holistic theory of strategic problem solving Buy Article: $41.61 + tax (Refund Policy)

  11. Holistic Problem Solving

    Authors and Affiliations. Norwegian School of Economics and Business Administration (NHH), Bergen, Norway. Knut J. Ims (professor in Business Ethics)

  12. Learning a holistic approach for effective strategy

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  22. Defining Managerial Problems: A Framework for Prescriptive Theorizing

    A. O'Loughlin Elspeth McFadzean. Business. 1999. TLDR. This paper seeks to contribute to the current literature on problem solving and decision making, by presenting a conceptual model of problem solving, intended to assist managers in developing a more holistic framework for managing problem solving issues. Expand.

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