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Weather and high-stakes exam performance: Evidence from student-level administrative data in Brazil

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  • Li, Xiaoxiao
  • Patel, Pankaj C.

Abstract

Recent evidence suggests that weather exposure influences exam performance. Using an administrative dataset of Brazil’s college entrance exam (Exame Nacional do Ensino Médio, known as ENEM) from 2012 to 2016, we find that temperature has a negligible impact on test performance, with a 1 °C increase in dry bulb temperature improving the z-score by three-thousandths of a standard deviation. Humidity and rainfall also have limited effects on test performance. These findings are robust to various alternative specifications. In addition, there are no meaningful heterogeneities by test subjects, gender, student score quartiles, or race. Our findings suggest that the weather effect on high-stakes test performance is neither substantive nor conclusive.

Suggested Citation

  • Li, Xiaoxiao & Patel, Pankaj C., 2021. "Weather and high-stakes exam performance: Evidence from student-level administrative data in Brazil," Economics Letters, Elsevier, vol. 199(C).
  • Handle: RePEc:eee:ecolet:v:199:y:2021:i:c:s0165176520304584
    DOI: 10.1016/j.econlet.2020.109698
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    References listed on IDEAS

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    1. Cortés, Kristle & Duchin, Ran & Sosyura, Denis, 2016. "Clouded judgment: The role of sentiment in credit origination," Journal of Financial Economics, Elsevier, vol. 121(2), pages 392-413.
    2. William N. Goetzmann & Dasol Kim & Alok Kumar & Qin Wang, 2015. "Weather-Induced Mood, Institutional Investors, and Stock Returns," The Review of Financial Studies, Society for Financial Studies, vol. 28(1), pages 73-111.
    3. David Hirshleifer & Tyler Shumway, 2003. "Good Day Sunshine: Stock Returns and the Weather," Journal of Finance, American Finance Association, vol. 58(3), pages 1009-1032, June.
    4. Vu, Tien Manh, 2019. "Effects of weather on human capital in Vietnam," AGI Working Paper Series 2019-01, Asian Growth Research Institute.
    5. R. Jisung Park & Joshua Goodman & Michael Hurwitz & Jonathan Smith, 2020. "Heat and Learning," American Economic Journal: Economic Policy, American Economic Association, vol. 12(2), pages 306-339, May.
    6. Graff Zivin, Joshua & Song, Yingquan & Tang, Qu & Zhang, Peng, 2020. "Temperature and high-stakes cognitive performance: Evidence from the national college entrance examination in China," Journal of Environmental Economics and Management, Elsevier, vol. 104(C).
    7. Cho, Hyunkuk, 2017. "The effects of summer heat on academic achievement: A cohort analysis," Journal of Environmental Economics and Management, Elsevier, vol. 83(C), pages 185-196.
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    Cited by:

    1. Tunyi, Abongeh A. & Machokoto, Michael, 2021. "The impact of weather-induced moods on M&A performance," Economics Letters, Elsevier, vol. 207(C).

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