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Scenario Analysis as a Tool for Communicating Risks in Macroeconomic Forecasts

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  • Stephen Millard

Abstract

In this paper, I examine how scenario analysis can improve the communication of risks in macroeconomic forecasting. Building on the Bernanke review, I evaluate four uses of scenarios: assessing policy interventions, illustrating specific forecast risks, addressing model uncertainty, and decomposing historical forecast errors. I argue that scenarios are most effective when used to convey distinct, narrative‐driven risks around a central forecast, offering clearer insights than fan charts alone in this case. However, I also argue that fan charts are useful for communicating general uncertainty. Overall, I find that narrative‐based scenario analysis is a powerful tool for communicating macroeconomic risks.

Suggested Citation

  • Stephen Millard, 2026. "Scenario Analysis as a Tool for Communicating Risks in Macroeconomic Forecasts," National Institute of Economic and Social Research (NIESR) Discussion Papers 584, National Institute of Economic and Social Research.
  • Handle: RePEc:nsr:niesrd:584
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    JEL classification:

    • C53 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Forecasting and Prediction Models; Simulation Methods
    • C54 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Quantitative Policy Modeling
    • E17 - Macroeconomics and Monetary Economics - - General Aggregative Models - - - Forecasting and Simulation: Models and Applications

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