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Does haze cloud decision making? A natural laboratory experiment

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  • Chew, Soo Hong
  • Huang, Wei
  • Li, Xun

Abstract

The adverse impact of haze on health and its association with a range of economic outcomes have received increasing attention in the literature. A natural laboratory experiment involving more than 600 subjects enables a first attempt at investigating the causal effect of haze, proxied by particulate matter of up to 2.5 microns in diameter (PM2.5) on decision making. This study was conducted in Beijing in October 2012 over five days with highly varying levels of PM2.5, which only became commonly known in China in 2013. We observed several effects associated with an increase in haze. In terms of individual decision making, we found increases in risk aversion and ambiguity aversion over gains. In terms of other-regarding behavior, subjects became less prosocial, giving less in a dictator game, contributing less in a public goods game, and reciprocating less in a sequential prisoners’ dilemma. Our results underpin several reported findings in the literature linking short-term variations in air quality to real-world economic variables, including stock market performance, worker productivity, movie attendance and revenue, criminal activities, and subjective wellbeing.

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  • Chew, Soo Hong & Huang, Wei & Li, Xun, 2021. "Does haze cloud decision making? A natural laboratory experiment," Journal of Economic Behavior & Organization, Elsevier, vol. 182(C), pages 132-161.
  • Handle: RePEc:eee:jeborg:v:182:y:2021:i:c:p:132-161
    DOI: 10.1016/j.jebo.2020.12.007
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    1. Chew, Soo Hong & Ebstein, Richard P. & Zhong, Songfa, 2013. "Sex-hormone genes and gender difference in ultimatum game: Experimental evidence from China and Israel," Journal of Economic Behavior & Organization, Elsevier, vol. 90(C), pages 28-42.
    2. Avraham Ebenstein & Victor Lavy & Sefi Roth, 2016. "The Long-Run Economic Consequences of High-Stakes Examinations: Evidence from Transitory Variation in Pollution," American Economic Journal: Applied Economics, American Economic Association, vol. 8(4), pages 36-65, October.
    3. Qin, Yu & Wu, Jing & Yan, Jubo, 2019. "Negotiating housing deal on a polluted day: Consequences and possible explanations," Journal of Environmental Economics and Management, Elsevier, vol. 94(C), pages 161-187.
    4. Thomas Dohmen & Armin Falk & David Huffman & Uwe Sunde & Jürgen Schupp & Gert G. Wagner, 2011. "Individual Risk Attitudes: Measurement, Determinants, And Behavioral Consequences," Journal of the European Economic Association, European Economic Association, vol. 9(3), pages 522-550, June.
    5. Wright, Joshua, 2017. "To what extent does income predict an individual’s risk profile in the UK (2012- 2014)," MPRA Paper 80757, University Library of Munich, Germany.
    6. Cárdenas, Juan-Camilo & Dreber, Anna & von Essen, Emma & Ranehill, Eva, 2012. "Gender differences in competitiveness and risk taking: Comparing children in Colombia and Sweden," Journal of Economic Behavior & Organization, Elsevier, vol. 83(1), pages 11-23.
    7. Kenneth Y. Chay & Michael Greenstone, 2005. "Does Air Quality Matter? Evidence from the Housing Market," Journal of Political Economy, University of Chicago Press, vol. 113(2), pages 376-424, April.
    8. Charles A. Holt & Susan K. Laury, 2002. "Risk Aversion and Incentive Effects," American Economic Review, American Economic Association, vol. 92(5), pages 1644-1655, December.
    9. Shuwen Li & Xiangdong Qin & Daniel Houser, 2018. "Revisiting gender differences in ultimatum bargaining: experimental evidence from the US and China," Journal of the Economic Science Association, Springer;Economic Science Association, vol. 4(2), pages 180-190, December.
    10. Levy, Tamir & Yagil, Joseph, 2011. "Air pollution and stock returns in the US," Journal of Economic Psychology, Elsevier, vol. 32(3), pages 374-383, June.
    11. E. S. Phelps & R. A. Pollak, 1968. "On Second-Best National Saving and Game-Equilibrium Growth," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 35(2), pages 185-199.
    12. Joshua Graff Zivin & Matthew Neidell, 2012. "The Impact of Pollution on Worker Productivity," American Economic Review, American Economic Association, vol. 102(7), pages 3652-3673, December.
    13. Adam Isen & Maya Rossin-Slater & W. Reed Walker, 2017. "Every Breath You Take—Every Dollar You’ll Make: The Long-Term Consequences of the Clean Air Act of 1970," Journal of Political Economy, University of Chicago Press, vol. 125(3), pages 848-902.
    14. Tom Chang & Joshua Graff Zivin & Tal Gross & Matthew Neidell, 2016. "Particulate Pollution and the Productivity of Pear Packers," American Economic Journal: Economic Policy, American Economic Association, vol. 8(3), pages 141-169, August.
    15. Gerdes, Christer & Gränsmark, Patrik, 2010. "Strategic behavior across gender: A comparison of female and male expert chess players," Labour Economics, Elsevier, vol. 17(5), pages 766-775, October.
    16. Q. Li & C.H. Peng, 2016. "The stock market effect of air pollution: evidence from China," Applied Economics, Taylor & Francis Journals, vol. 48(36), pages 3442-3461, August.
    17. Chen, Yan & Katuscak, Peter & Ozdenoren, Emre, 2007. "Sealed bid auctions with ambiguity: Theory and experiments," Journal of Economic Theory, Elsevier, vol. 136(1), pages 513-535, September.
    18. Armin Falk & Anke Becker & Thomas Dohmen & Benjamin Enke & David B. Huffman & Uwe Sunde, 2017. "Global Evidence on Economic Preferences," NBER Working Papers 23943, National Bureau of Economic Research, Inc.
    19. Armin Falk & Anke Becker & Thomas Dohmen & Benjamin Enke & David Huffman & Uwe Sunde, 2018. "Global Evidence on Economic Preferences," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 133(4), pages 1645-1692.
    20. Wright, William F. & Bower, Gordon H., 1992. "Mood effects on subjective probability assessment," Organizational Behavior and Human Decision Processes, Elsevier, vol. 52(2), pages 276-291, July.
    21. David Laibson, 1997. "Golden Eggs and Hyperbolic Discounting," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 112(2), pages 443-478.
    22. Zhang, Xin & Zhang, Xiaobo & Chen, Xi, 2017. "Happiness in the air: How does a dirty sky affect mental health and subjective well-being?," Journal of Environmental Economics and Management, Elsevier, vol. 85(C), pages 81-94.
    23. Charness, Gary & Gneezy, Uri, 2012. "Strong Evidence for Gender Differences in Risk Taking," Journal of Economic Behavior & Organization, Elsevier, vol. 83(1), pages 50-58.
    24. Dittrich, Marcus & Leipold, Kristina, 2014. "Gender differences in time preferences," Economics Letters, Elsevier, vol. 122(3), pages 413-415.
    25. Mónica C. Capra, 2004. "Mood-Driven Behavior in Strategic Interactions," American Economic Review, American Economic Association, vol. 94(2), pages 367-372, May.
    26. Rhonda Hadi & Lauren Block, 2019. "Warm Hearts and Cool Heads: Uncomfortable Temperature Influences Reliance on Affect in Decision-Making," Journal of the Association for Consumer Research, University of Chicago Press, vol. 4(2), pages 102-114.
    27. 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).
    28. Jiaxiu He & Haoming Liu & Alberto Salvo, 2019. "Severe Air Pollution and Labor Productivity: Evidence from Industrial Towns in China," American Economic Journal: Applied Economics, American Economic Association, vol. 11(1), pages 173-201, January.
    29. Eckel, Catherine C & Grossman, Philip J, 2001. "Chivalry and Solidarity in Ultimatum Games," Economic Inquiry, Western Economic Association International, vol. 39(2), pages 171-188, April.
    30. James Andreoni & John Miller, 2002. "Giving According to GARP: An Experimental Test of the Consistency of Preferences for Altruism," Econometrica, Econometric Society, vol. 70(2), pages 737-753, March.
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    2. He, Wenjian & Cheng, Yu & Lin, Ying & Zhang, Hongxiao, 2022. "Microeconomic effects of designating National Forest Cities: Evidence from China's publicly traded manufacturing companies," Forest Policy and Economics, Elsevier, vol. 136(C).
    3. Hui Deng & Rui Du & Dongmei Guo & Weizeng Sun & Yuhuan Xia, 2023. "High‐stakes examinations and educational inequality: Evidence from transitory exposure to air pollution," Economic Inquiry, Western Economic Association International, vol. 61(3), pages 546-571, July.
    4. Yao Li & Haoyang Li & Jianqing Ruan, 2021. "Do Long-Term Natural Disasters Influence Social Trust? Empirical Evidence from China," IJERPH, MDPI, vol. 18(14), pages 1-11, July.
    5. Li, Lingfang (Ivy) & Wu, Yuting & Zhu, Xun & Chu, Rongwei & Hung, Iris, 2022. "Job Changing Frequency and Experimental Decisions: A Field Study of Migrant Workers in the Manufacturing Industry," MPRA Paper 115472, University Library of Munich, Germany.
    6. Lohmann, Paul M. & Gsottbauer, Elisabeth & You, Jing & Kontoleon, Andreas, 2023. "Air pollution and anti-social behaviour: Evidence from a randomised lab-in-the-field experiment," Social Science & Medicine, Elsevier, vol. 320(C).
    7. Soo Hong Chew & Haoming Liu & Alberto Salvo, 2021. "Adversity-hope hypothesis: Air pollution raises lottery demand in China," Journal of Risk and Uncertainty, Springer, vol. 62(3), pages 247-280, June.
    8. Shr, Yau-Huo & Hsu, Wen & Hwang, Bing-Fang & Jung, Chau-Ren, 2023. "Air quality and risky behaviors on roads," Journal of Environmental Economics and Management, Elsevier, vol. 118(C).
    9. Luis Sarmiento & Adam Nowakowski, 2023. "Court Decisions and Air Pollution: Evidence from Ten Million Penal Cases in India," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 86(3), pages 605-644, November.
    10. Wen Hsu & Bing-Fang Hwang & Chau-Ren Jung & Yau-Huo Jimmy Shr, 2021. "Can Air Pollution Save Lives? Air Quality and Risky Behaviors on Roads," Papers 2111.06837, arXiv.org, revised Dec 2021.
    11. Gu, Leilei & Peng, Yuchao & Vigne, Samuel A. & Wang, Yizhi, 2023. "Hidden costs of non-green performance? The impact of air pollution awareness on loan rates for Chinese firms," Journal of Economic Behavior & Organization, Elsevier, vol. 213(C), pages 233-250.
    12. Park, WooRam & Kim, Yongmi, 2022. "Air pollution and risk preference," Journal of Economic Behavior & Organization, Elsevier, vol. 202(C), pages 566-579.

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    More about this item

    Keywords

    PM2.5; Haze; Decision making; Economic preference; Experiment;
    All these keywords.

    JEL classification:

    • C91 - Mathematical and Quantitative Methods - - Design of Experiments - - - Laboratory, Individual Behavior
    • C92 - Mathematical and Quantitative Methods - - Design of Experiments - - - Laboratory, Group Behavior
    • D91 - Microeconomics - - Micro-Based Behavioral Economics - - - Role and Effects of Psychological, Emotional, Social, and Cognitive Factors on Decision Making
    • Q53 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Air Pollution; Water Pollution; Noise; Hazardous Waste; Solid Waste; Recycling

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