healthcarereimagined

Envisioning healthcare for the 21st century

  • About
  • Economics

How You Define the Problem Determines Whether You Solve It – HBR

Posted by timmreardon on 06/27/2023
Posted in: Uncategorized.
  • Art Markman

June 06, 2017

Summary.   

New innovations can seem like they come out of nowhere. How could so many people have missed the solution to the problem for so long? And how in the world did the first person come up with that solution at all? In fact, most people who come up with creative solutions rely on a relatively straightforward method: finding a solution inside the collective memory of the people working on the problem. That is, someone working to solve the problem knows something that will help them find a solution — they just haven’t realized yet that they know it. When doing creative problem solving, the statement of the problem is the cue to memory. That is what reaches in to memory and draws out related information. In order to generate a variety of possible solutions to a problem, the problem solver (or group) can change the description of the problem in ways that lead new information to be drawn from memory. The most consistently creative people and groups are ones that find many different ways to describe the problem being solved.

Typical stories of creativity and invention focus on finding novel ways to solve problems. James Dyson found a way to adapt the industrial cyclone to eliminate the bag in a vacuum cleaner. Pablo Picasso and Georges Braque developed cubism as a technique for including several views of a scene in the same painting. The desktop operating system developed at Xerox PARC replaced computer commands with a spatial user interface.

These brief descriptions of these innovations all focus primarily on the novel solution. The problem they solve seems obvious.

But framing innovations in this way makes creativity seem like a mystery. How could so many people have missed the solution to the problem for so long? And how in the world did the first person come up with that solution at all?

In fact, most people who come up with creative solutions to problems rely on a relatively straightforward method: finding a solution inside the collective memory of the people working on the problem. That is, someone working to solve the problem knows something that will help them find a solution — they just haven’t realized yet that they know it.

Sure, some people stumble on the answer. When Archimedes stepped into the bath and noticed the water level rise, he lucked into the solution for finding the volume of an ornately decorated crown. And others invest decades and millions (or even billions) of dollars into research and development (see drug companies). But tapping into the individual’s or group’s memory is one of the most cost effective and repeatable problem-solving approaches.

The key to this method is to get the right information out of memory to solve the problem.

Human memory is set up in a way that encountering a piece of information serves as a cue to retrieve other related things. If I ask you to imagine a birthday party, you can quickly retrieve information about birthday parties you have attended, and you will likely be able to think about party hats, cake, and singing “Happy Birthday.” You don’t have to expend much effort to recall this information; it emerges as a result of the initial cue.

If you want to retrieve something else from memory, you need to change the cue. If I now ask you to think about salad, you can likely call to mind information about lettuce, tomatoes, and dressing, even though you were thinking about birthday parties just a minute ago.

When doing creative problem solving, the statement of the problem is the cue to memory. That is what reaches in to memory and draws out related information.

In order to generate a variety of possible solutions to a problem, then, the problem solver (or group) can change the description of the problem in ways that lead new information to be drawn from memory.

For example, it is hard to see how Dyson would have gotten to industrial cyclones from thinking about vacuum cleaner bags. But an alternative way to describe the problem is that a vacuum takes in a combination of dirt and air and has to separate the dirt from the air. Bags do this by acting as a filter that traps the dirt and lets the air pass through pores in the bag. But there are many ways to separate particles from air. Industrial cyclones create a spinning mass of air that throws particles to the edges by centrifugal force.

This way of describing a vacuum is that it generalizes the problem by removing some of the specific components typically used to solve it. The phrase “separating dirt from air” does not mention the bag at all. When you focus on the bag, you’ll naturally be reminded of aspects of bags. The large list of patent numbers on most vacuum cleaner bags suggests that many inventors have done just that. A radically new solution to a problem, though, requires a new problem statement.

So how do you create the problem statement you need to find a solution to your business problem? Unfortunately, there is no ideal problem statement. Instead, the most consistently creative people and groups are ones that find many different ways to describe the problem being solved. Some of those statements will be specific and talk about the objects being acted on (e.g. vacuum bags). That leads to retrieval of specific information that is highly related to the problem (e.g. different types of vacuum bags). Then, groups should find several ways to describe the essence of the problem being solved in ways that focus on the relationships among the objects or a more abstract description of the goal (e.g. separate dirt from air). Each of these descriptions will help people to recall knowledge that is more distantly related to the domain in which the problem is stated.

Most of us have been looking in the wrong place for our creative insights. We ask people to “think outside the box,” but we should be asking people to find more descriptions of the box and see what that causes us to remember.

Art Markman, PhD, is the Annabel Irion Worsham Centennial Professor of Psychology and Marketing at the University of Texas at Austin and founding director of the program in the Human Dimensions of Organizations. He has written over 150 scholarly papers on topics including reasoning, decision-making, and motivation. His most recent book is Bring Your Brain to Work: Using Cognitive Science to Get a Job, Do it Well, and Advance Your Career (HBR Press).

Article link: https://hbr.org/2017/06/how-you-define-the-problem-determines-whether-you-solve-it

Share this:

  • Click to share on X (Opens in new window) X
  • Click to share on Facebook (Opens in new window) Facebook
  • Click to share on LinkedIn (Opens in new window) LinkedIn
Like Loading...

Related

Posts navigation

← Biden-Harris Administration Announces New NIST Public Working Group on AI – NIST
House panel eyes billion-dollar Pentagon fund to push commercial tech – C4ISRNET →
  • Search site

  • Follow healthcarereimagined on WordPress.com
  • Recent Posts

    • How organizations build a culture of AI ethics – MIT Sloan Management 11/19/2025
    • AI crawler wars threaten to make the web more closed for everyone – MIT Technology Review 11/19/2025
    • IBM CEO predicts quantum computing breakthrough in 3-5 years | Karl Haller 11/15/2025
    • The Quantum Mirage 11/15/2025
    • New MIT report captures state of quantum computing – MIT Sloan Management 11/15/2025
    • Why AI for good depends on good data – Amazon Science 11/12/2025
    • Are hospitals and health systems really ready for AI? – Healthcare IT News 11/08/2025
    • Make no mistake—AI is owned by Big Tech – MIT Technology Review 10/30/2025
    • AI implementation strategies: 4 insights from MIT Sloan Management Review 10/30/2025
    • New MIT report captures state of quantum computing – MIT Sloan 10/27/2025
  • Categories

    • Accountable Care Organizations
    • ACOs
    • AHRQ
    • American Board of Internal Medicine
    • Big Data
    • Blue Button
    • Board Certification
    • Cancer Treatment
    • Data Science
    • Digital Services Playbook
    • DoD
    • EHR Interoperability
    • EHR Usability
    • Emergency Medicine
    • FDA
    • FDASIA
    • GAO Reports
    • Genetic Data
    • Genetic Research
    • Genomic Data
    • Global Standards
    • Health Care Costs
    • Health Care Economics
    • Health IT adoption
    • Health Outcomes
    • Healthcare Delivery
    • Healthcare Informatics
    • Healthcare Outcomes
    • Healthcare Security
    • Helathcare Delivery
    • HHS
    • HIPAA
    • ICD-10
    • Innovation
    • Integrated Electronic Health Records
    • IT Acquisition
    • JASONS
    • Lab Report Access
    • Military Health System Reform
    • Mobile Health
    • Mobile Healthcare
    • National Health IT System
    • NSF
    • ONC Reports to Congress
    • Oncology
    • Open Data
    • Patient Centered Medical Home
    • Patient Portals
    • PCMH
    • Precision Medicine
    • Primary Care
    • Public Health
    • Quadruple Aim
    • Quality Measures
    • Rehab Medicine
    • TechFAR Handbook
    • Triple Aim
    • U.S. Air Force Medicine
    • U.S. Army
    • U.S. Army Medicine
    • U.S. Navy Medicine
    • U.S. Surgeon General
    • Uncategorized
    • Value-based Care
    • Veterans Affairs
    • Warrior Transistion Units
    • XPRIZE
  • Archives

    • November 2025 (7)
    • October 2025 (10)
    • September 2025 (4)
    • August 2025 (7)
    • July 2025 (2)
    • June 2025 (9)
    • May 2025 (4)
    • April 2025 (11)
    • March 2025 (11)
    • February 2025 (10)
    • January 2025 (12)
    • December 2024 (12)
    • November 2024 (7)
    • October 2024 (5)
    • September 2024 (9)
    • August 2024 (10)
    • July 2024 (13)
    • June 2024 (18)
    • May 2024 (10)
    • April 2024 (19)
    • March 2024 (35)
    • February 2024 (23)
    • January 2024 (16)
    • December 2023 (22)
    • November 2023 (38)
    • October 2023 (24)
    • September 2023 (24)
    • August 2023 (34)
    • July 2023 (33)
    • June 2023 (30)
    • May 2023 (35)
    • April 2023 (30)
    • March 2023 (30)
    • February 2023 (15)
    • January 2023 (17)
    • December 2022 (10)
    • November 2022 (7)
    • October 2022 (22)
    • September 2022 (16)
    • August 2022 (33)
    • July 2022 (28)
    • June 2022 (42)
    • May 2022 (53)
    • April 2022 (35)
    • March 2022 (37)
    • February 2022 (21)
    • January 2022 (28)
    • December 2021 (23)
    • November 2021 (12)
    • October 2021 (10)
    • September 2021 (4)
    • August 2021 (4)
    • July 2021 (4)
    • May 2021 (3)
    • April 2021 (1)
    • March 2021 (2)
    • February 2021 (1)
    • January 2021 (4)
    • December 2020 (7)
    • November 2020 (2)
    • October 2020 (4)
    • September 2020 (7)
    • August 2020 (11)
    • July 2020 (3)
    • June 2020 (5)
    • April 2020 (3)
    • March 2020 (1)
    • February 2020 (1)
    • January 2020 (2)
    • December 2019 (2)
    • November 2019 (1)
    • September 2019 (4)
    • August 2019 (3)
    • July 2019 (5)
    • June 2019 (10)
    • May 2019 (8)
    • April 2019 (6)
    • March 2019 (7)
    • February 2019 (17)
    • January 2019 (14)
    • December 2018 (10)
    • November 2018 (20)
    • October 2018 (14)
    • September 2018 (27)
    • August 2018 (19)
    • July 2018 (16)
    • June 2018 (18)
    • May 2018 (28)
    • April 2018 (3)
    • March 2018 (11)
    • February 2018 (5)
    • January 2018 (10)
    • December 2017 (20)
    • November 2017 (30)
    • October 2017 (33)
    • September 2017 (11)
    • August 2017 (13)
    • July 2017 (9)
    • June 2017 (8)
    • May 2017 (9)
    • April 2017 (4)
    • March 2017 (12)
    • December 2016 (3)
    • September 2016 (4)
    • August 2016 (1)
    • July 2016 (7)
    • June 2016 (7)
    • April 2016 (4)
    • March 2016 (7)
    • February 2016 (1)
    • January 2016 (3)
    • November 2015 (3)
    • October 2015 (2)
    • September 2015 (9)
    • August 2015 (6)
    • June 2015 (5)
    • May 2015 (6)
    • April 2015 (3)
    • March 2015 (16)
    • February 2015 (10)
    • January 2015 (16)
    • December 2014 (9)
    • November 2014 (7)
    • October 2014 (21)
    • September 2014 (8)
    • August 2014 (9)
    • July 2014 (7)
    • June 2014 (5)
    • May 2014 (8)
    • April 2014 (19)
    • March 2014 (8)
    • February 2014 (9)
    • January 2014 (31)
    • December 2013 (23)
    • November 2013 (48)
    • October 2013 (25)
  • Tags

    Business Defense Department Department of Veterans Affairs EHealth EHR Electronic health record Food and Drug Administration Health Health informatics Health Information Exchange Health information technology Health system HIE Hospital IBM Mayo Clinic Medicare Medicine Military Health System Patient Patient portal Patient Protection and Affordable Care Act United States United States Department of Defense United States Department of Veterans Affairs
  • Upcoming Events

Blog at WordPress.com.
  • Reblog
  • Subscribe Subscribed
    • healthcarereimagined
    • Join 155 other subscribers
    • Already have a WordPress.com account? Log in now.
    • healthcarereimagined
    • Subscribe Subscribed
    • Sign up
    • Log in
    • Copy shortlink
    • Report this content
    • View post in Reader
    • Manage subscriptions
    • Collapse this bar
 

Loading Comments...
 

    %d