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Decision Frameworks

Pitfalls in Problem Definition

Identifies four common mistakes when defining problems: being too vague, too narrow, assumption-driven, or solution-driven. These pitfalls misdirect analysis and can lead to ineffective solutions.

THE IDEA

Pitfalls in Problem Definition

There are four common pitfalls in defining problems. The first two are basic.

1. No focus—definition is too vague or broad.

Example: What should we do about computers in the workplace?

This statement doesn’t really identify the problem.

2. Focus is misdirected—definition is too narrow.

Example: Johnny’s grades are slipping. How can we get him to study harder?

Lack of effort may not be the problem. If it isn’t, pressuring Johnny to study harder may aggravate the problem.

The other two pitfalls are versions of the second.

3. Statement is assumption-driven.

Example: How can we make leading businesses aware of our marketing capabilities?

By assuming that leading businesses are unaware of these capabilities, the statement defines the problem narrowly. If the assumption is invalid, the problem statement misdirects the focus of the analysis.

4. Statement is solution-driven.

Example: How can we persuade the legislature to build more prisons to reduce prison overcrowding?

This narrow-focus statement assumes a solution. If the assumed solution is inappropriate, the problem statement misdirects the analytic focus.

When to use it

  • A business team defining a strategic challenge to avoid solution-driven assumptions.

  • An educator designing interventions for struggling students to avoid too-narrow framing.

  • A policy maker formulating a public issue to ensure the problem is not assumption-driven.

  • A product manager defining user experience problems to avoid overly vague statements.

FROM THEORY TO EVERYDAY LIFE

In practice

01

Too Vague

What should we do about computers in the workplace?

02

Too Narrow

Johnny’s grades are slipping. How can we get him to study harder?

03

Assumption-Driven

How can we make leading businesses aware of our marketing capabilities?

04

Solution-Driven

How can we persuade the legislature to build more prisons to reduce prison overcrowding?

✳

A MOMENT TO REFLECT

Put it to work.

  1. Think of a problem you recently defined. Did it fall into any of these four pitfalls? How would you reframe it to avoid the pitfall?

  2. When faced with a complex issue, what steps can you take to ensure your problem definition is neither too vague nor too narrow?

  3. Identify a time when you or your team jumped to a solution-driven problem statement. What underlying assumptions were at play?

CONTINUE THE CONVERSATION

Source texts

  • The Thinkers Toolkit by Morgan D Jones
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