📘 Why Do We Plan Optimistically Every Time?
A plan simulates the intended path. A forecast must also include how often that path breaks.
What you’ll learn
- The Best-Case Story Wins the First DraftDefine the planning fallacy and contrast inside and outside views.Smooth intended paths feel measured while ordinary friction and base rates stay hidden.
- Why Optimism PersistsExplain motivation, incentives, and commitment that keep optimistic estimates alive.Hope, approval pressure, and delayed updates can preserve a best-case story after evidence shifts.
- Planning for the Real SystemApply reference-class forecasting, if-then plans, slack, and review triggers.Robust schedules make uncertainty visible and revise when predefined evidence appears.
Questions this course answers
Why can a detailed plan still produce an optimistic time estimate?
A plan-based story can be coherent and detailed while still omitting delays, dependencies, and recovery from ordinary disruptions.
Match each mechanism to the forecasting error it can create.
Several mechanisms can overlap, but each changes which evidence receives weight during prediction.
Which statement best separates motivation from calibration?
Hope can mobilize effort, but motivation and forecasting accuracy are different functions that should be evaluated separately.
How does reference-class forecasting correct an inside-view estimate?
The outside view supplies a base rate that a vivid project narrative can hide. It informs a range without pretending every case is identical.
Which schedule is most robust?
Robust plans make sources of variation visible, use evidence to set slack, and revise when triggers show that assumptions have changed.
Grounded in trusted sources
- Buehler, Griffin, and Ross, Exploring the Planning Fallacy: Why People Underestimate Their Task Completion Times (1994) - https://doi.org/10.1037/0022-3514.67.3.366
- Shepperd et al., A Primer on Unrealistic Optimism - https://pmc.ncbi.nlm.nih.gov/articles/PMC4467896/
- Flyvbjerg, Curbing Optimism Bias and Strategic Misrepresentation in Planning: Reference Class Forecasting in Practice - https://doi.org/10.1080/09654310701747936
- Buehler, Griffin, and Ross, Inside the Planning Fallacy: The Causes and Consequences of Optimistic Time Predictions - https://www.princeton.edu/~markus/research/papers/planning_fallacy.pdf
- Chen et al., The Effect of Implementation Intention on Prospective Memory: A Systematic and Meta-Analytic Review - https://pubmed.ncbi.nlm.nih.gov/25639373/
- Wikimedia Commons API and image metadata - https://commons.wikimedia.org/w/api.php
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