Range
One book, placed in its field — what this book gets right, where it goes further than the rest, and what the rest of the field adds.
Mike West, Editor · HR Leader Guide · bicycle.guide/guides/profile-range
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Range
One book, placed in its field — what this book gets right, where it goes further than the rest, and what the rest of the field adds.
Mike West, Editor · HR Leader Guide · bicycle.guide/guides/profile-range
The problem
Wicked Problem-Solving Performance erodes when it is left to instinct instead of method.
You were taught the moves piecemeal, never the whole model.
Range · Mike West, Editor · HR Leader Guide
The model
- 01Domain Wickedness
- 02Breadth of Experience
- 03Use of Desirable Difficulties
- 04Interdisciplinary Exposure
- 05Cognitive Range
- 06Analogical Thinking Skill
- 07Match Quality Awareness
- 08Propensity to Pivot
Range · Mike West, Editor · HR Leader Guide
Step 1 of 5 · Domain Wickedness
Kind domains reward accumulated specialized repetition; wicked domains reward broad analogical thinking and skepticism toward pattern-matching.
Misconception
Practitioners assume that any domain where experts exist must be 'kind' — that expertise itself proves the environment gives reliable feedback.
Reality
Experts flourish in wicked domains too, but their confidence often outruns their accuracy because the domain never punishes wrong lessons cleanly; seniority in a wicked field is not evidence that its feedback is trustworthy.
Range · Mike West, Editor · HR Leader Guide
Step 2 of 5 · Breadth of Experience
Breadth compounds into transferable analogies that specialists lack when challenges stop repeating.
Misconception
Practitioners believe breadth is a tax you pay in lost time — that every year spent sampling is a year the early specialist gets further ahead.
Reality
Sampling is not delay; it is how you discover match quality and build a library of analogies. Early specialists often gain a temporary head start that broad samplers overtake once problems turn novel and require cross-domain transfer.
Range · Mike West, Editor · HR Leader Guide
Step 3 of 5 · Use of Desirable Difficulties
Retrieval practice and spacing feel worse and produce measurably better long-term retention than rereading or massing.
Misconception
Practitioners believe that if a study session feels smooth and the material feels increasingly familiar, learning is going well.
Reality
Fluency during practice is a poor and often inverse signal of retention; the very effort that makes a session feel unproductive—retrieving from memory, switching between topics, waiting until you've half-forgotten—is what builds durable, transferable understanding.
Range · Mike West, Editor · HR Leader Guide
Step 4 of 5 · Interdisciplinary Exposure
Structural engagement with one distant field beats passive skimming of ten.
Misconception
Practitioners believe that simply consuming content from other fields — podcasts, popular science, TED talks — automatically broadens their thinking.
Reality
Exposure only pays off when you engage structurally: wrestling with another field's actual methods and constraints, not skimming its conclusions. Breadth without depth of engagement produces trivia, not transferable models.
Range · Mike West, Editor · HR Leader Guide
Step 5 of 5 · Cognitive Range
Cognitive range predicts performance on wicked problems but can underperform on well-structured ones.
Misconception
People assume more range is always better and that generalists outperform specialists across the board.
Reality
Range's advantage is conditional on the problem: in kind, well-structured domains, deep specialization wins, while range only dominates in wicked, unpredictable environments. It is a tool matched to a problem type, not a universal superiority.
Range · Mike West, Editor · HR Leader Guide
A framework to use
The Sampling Period Framework
This framework is part of the full guide. See the guide →
Range · Mike West, Editor · HR Leader Guide
The cheat sheet
- Domain WickednessKind domains reward accumulated specialized repetition; wicked domains reward broad analogical thinking and skepticism toward pattern-matching.
- Breadth of ExperienceBreadth compounds into transferable analogies that specialists lack when challenges stop repeating.
- Use of Desirable DifficultiesRetrieval practice and spacing feel worse and produce measurably better long-term retention than rereading or massing.
- Interdisciplinary ExposureStructural engagement with one distant field beats passive skimming of ten.
- Cognitive RangeCognitive range predicts performance on wicked problems but can underperform on well-structured ones.
- Analogical Thinking SkillDeep structural mapping, not surface resemblance, is what makes an analogy transferable.
- Match Quality AwarenessYou learn your fit by working, not by imagining — sample before you commit.
- Propensity to PivotSet exit criteria in advance so the pivot decision isn't made under emotional pressure.
Range · Mike West, Editor · HR Leader Guide
Sources
- Range
Range · Mike West, Editor · HR Leader Guide