Cognitive Bias Entry #0109 Classified Declassified

Why bad weather darkens a market forecast

Sunshine and overcast skies have no informational content about equities, and yet market returns correlate weakly with local weather.

No visual record attached The written record below is complete.
Plate 165 — a forecast written under cloud cover.

Intuition test — answer before you read on

Market forecasts are slightly lower on overcast days. Why?

A survey asks for a six-month outlook on the economy. Respondents polled on an overcast morning produce a lower figure than those polled the following day in sunshine. The economic data available to both groups is identical.

What everyone sees

Forecasters believe they are answering a question about data. They are also answering the question their body is in, and the body’s answer leaks into the number. The leak is not detected because the forecaster has no access to the counterfactual version of themselves under a different sky.

What is actually happening

Schwarz and Clore showed that respondents reported lower life satisfaction on rainy days unless their attention was drawn to the weather, which eliminated the effect. Hirshleifer and Shumway found a small but significant positive correlation between morning sunshine and daily stock returns across multiple exchanges. The mechanism is misattribution of affect: a mood produced by one source is experienced as a judgement about something else, and the two are not distinguished unless the true source is made salient.

Why it stays hidden

The leak hides because mood has no label. The forecaster does not feel “pessimistic because of rain”; they feel pessimistic, period, and the content of the question supplies a reason the mood can attach to. Schwarz and Clore showed that a simple prompt — asking about the weather first — is enough to break the link, which confirms that the link depends on the source going unnoticed.

Mood enters the forecast as though it were data. The sky has no opinion about equities, but the forecaster does not separate the two.

Mood enters the forecast as though it were data. The sky has no opinion about equities, but the forecaster does not separate the two.

The hidden part — entry #0109

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Mood enters the forecast as though it were data. The sky has no opinion about equities, but the forecaster does not separate the two.

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Sources & further reading 3
  1. Schwarz & Clore, "Mood, Misattribution, and Judgments of Well-Being", Journal of Personality and Social Psychology, 1983
  2. Hirshleifer & Shumway, "Good Day Sunshine: Stock Returns and the Weather", Journal of Finance, 2003
  3. Loewenstein et al., "Risk as Feelings", Psychological Bulletin, 2001

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