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Rain or Shine: Where is the Weather Effect?


Ning Zhu


China Academy of Financial Research (CAFR); Yale School of Management; University of California, Davis - Graduate School of Management

William N. Goetzmann


Yale School of Management - International Center for Finance; National Bureau of Economic Research (NBER)

February 2003

NBER Working Paper No. w9465

Abstract:     
Saunders (1993) and Hirshleifer and Shumway (2001) document the effect of weather on stock returns. The proposed explanation in both papers is that investor mood affects cognitive processes and trading decisions. In this paper, we use a database of individual investor accounts to examine the weather effects on traders. Our analysis of the trading activity in five major U.S. cities over a six-year period finds vistually no difference in individuals propensity to buy or sell equities on cloudy days as opposed to sunny days. If the association between cloud cover and stock returns documented for New York and other world cities is indeed caused by investor mood swings, our findings suggest that researchers should focus on the attitudes of market-makers, news providers or other agents physically located in the city hosting the exchange. NYSE spreads widen on cloudy days. When we control for this, the significance of the weather effect is dramatically reduced. We interpret this as evidence that the behavior of market-makers, rather than individual investors, may be responsible for the relation between returns and weather.

Number of Pages in PDF File: 31

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Date posted: February 2, 2003  

Suggested Citation

Zhu, Ning and Goetzmann, William N., Rain or Shine: Where is the Weather Effect? (February 2003). NBER Working Paper No. w9465. Available at SSRN: http://ssrn.com/abstract=375317

Contact Information

Ning Zhu
China Academy of Financial Research (CAFR)
1954 Huashan Road
Shanghai P.R.China, 200030
China

Yale School of Management ( email )
135 Prospect Street
Box 208200
New Haven, CT 06520-8200
United States
HOME PAGE: http://pantheon.yale.edu/~nz26/
University of California, Davis - Graduate School of Management ( email )
One Shields Avenue
Davis, CA 95616
United States
530-752-3871 (Phone)
530-752-2924 (Fax)
HOME PAGE: http://www.gsm.ucdavis.edu/Faculty/Zhu/
William N. Goetzmann (Contact Author)
Yale School of Management - International Center for Finance ( email )
135 Prospect Street
P.O. Box 208200
New Haven, CT 06520-8200
United States
203-432-5950 (Phone)
203-432-8931 (Fax)
HOME PAGE: http://viking.som.yale.edu
National Bureau of Economic Research (NBER)
1050 Massachusetts Avenue
Cambridge, MA 02138
United States
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