Temperature and high-stakes cognitive performance: Evidence from the national college entrance examination in China
By Joshua Graff Zivin, Yingquan Song, Peng Zhang, Qu Tang. Journal of Environmental Economics and Management, 2018
184 citations recorded by the source corpus.
Abstract We provide the first nation-wide estimates of the effects of temperature on high-stakes cognitive performance in a developing country using data from the National College Entrance Examination (NCEE) in China. The NCEE is one of the most important institutions in China and affects millions of families. We find that a one-standard-deviation increase in temperature during the exam period within counties (2 °C/3.6 °F) decreases the total test score by 0.68%, or 5.83% of a standard deviation, with effects concentrated on the highest performing students. This suggests that temperature plays an important role in high-stakes cognitive performance and has potentially far-reaching impacts for the careers and lifetime earnings of students.
Subfields: Artificial Intelligence, Social Psychology
View Paper: https://www.semanticscholar.org/paper/aede5a665953a43f630ffb1aba7e7f0fa23aa985
How researchers see this paper
The researchers whose trusted networks rank it highest, strongest advocate first. Every researcher gets a different order.
- Tong Liu
- Joshua Graff Zivin
- Yingquan Song
- Qu Tang
- Peng Zhang
- F. Aragón
- Jawad M. Addoum
- Nora Pankratz
Citations in the corpus
- The unintended impacts of agricultural fires: Human capital in China (2019, result): “While we spend more time putting these magnitudes in context later in the paper, it is worth noting that they are broadly consistent with the negative impacts of extreme heat on test performance found by others in China as well as other countries (Park, 2018; Graff Zivin et al., 2018a, 2018b).”