IDEAS home Printed from https://ideas.repec.org/a/eee/jeborg/v182y2021icp132-161.html
   My bibliography  Save this article

Does haze cloud decision making? A natural laboratory experiment

Author

Listed:
  • 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.

Suggested Citation

  • 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
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0167268120304662
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.jebo.2020.12.007?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    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.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Tingqiu Cao & Xianhang Qian & Le Zhang, 2024. "The price of the slow lane: Traffic congestion and stock block trading premium," International Review of Finance, International Review of Finance Ltd., vol. 24(1), pages 30-52, March.
    2. Shihe Fu & V. Brian Viard, 2022. "A mayors perspective on tackling air pollution," Chapters, in: Charles K.Y. Leung (ed.), Handbook of Real Estate and Macroeconomics, chapter 16, pages 413-437, Edward Elgar Publishing.
    3. 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).
    4. 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.
    5. Li, Jianglong & Ma, Xiaoming, 2024. "Government-to-government peer pressure and air pollution: Causal evidence from an environmental ranking policy in China," Journal of Economic Behavior & Organization, Elsevier, vol. 222(C), pages 123-143.
    6. 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.
    7. 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.
    8. Li, Lingfang(Ivy) & Wu, Yuting & Zhu, Xun & Chu, Rongwei & Hung, Iris W., 2024. "Job changing frequency and experimental decisions: A field study of migrant workers in the manufacturing industry," China Economic Review, Elsevier, vol. 85(C).
    9. 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).
    10. 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.
    11. 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).
    12. 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.
    13. Lohmann, Paul M. & Probst, Benedict & Gsottbauer, Elisabeth & Kontoleon, Andreas, 2024. "High levels of air pollution reduce team performance," Journal of Economic Psychology, Elsevier, vol. 101(C).
    14. 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.
    15. 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.
    16. Park, WooRam & Kim, Yongmi, 2022. "Air pollution and risk preference," Journal of Economic Behavior & Organization, Elsevier, vol. 202(C), pages 566-579.
    17. Bogaard, Mariët & Künn, Steffen & Palacios, Juan & Pestel, Nico, 2024. "Polluted Job Search: The Impact of Poor Air Quality on Reservation Wages," IZA Discussion Papers 17344, Institute of Labor Economics (IZA).

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Horn, Dániel & Kiss, Hubert János & Lénárd, Tünde, 2022. "Gender differences in preferences of adolescents: Evidence from a large-scale classroom experiment," Journal of Economic Behavior & Organization, Elsevier, vol. 194(C), pages 478-522.
    2. Bellani, Luna & Ceolotto, Stefano & Elsner, Benjamin & Pestel, Nico, 2021. "Air Pollution Affects Decision-Making: Evidence from the Ballot Box," IZA Discussion Papers 14718, Institute of Labor Economics (IZA).
    3. Shihe Fu & V. Brian Viard, 2022. "A mayors perspective on tackling air pollution," Chapters, in: Charles K.Y. Leung (ed.), Handbook of Real Estate and Macroeconomics, chapter 16, pages 413-437, Edward Elgar Publishing.
    4. Zhonghua Huang & Xuejun Du, 2022. "Does air pollution affect investor cognition and land valuation? Evidence from the Chinese land market," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 50(2), pages 593-613, June.
    5. Yao, Yao & Li, Xue & Smyth, Russell & Zhang, Lin, 2022. "Air pollution and political trust in local government: Evidence from China," Journal of Environmental Economics and Management, Elsevier, vol. 115(C).
    6. Colmer, Jonathan & Lin, Dajun & Liu, Siying & Shimshack, Jay, 2021. "Why are pollution damages lower in developed countries? Insights from high-Income, high-particulate matter Hong Kong," Journal of Health Economics, Elsevier, vol. 79(C).
    7. Guo, Liwen & Cheng, Zhiming & Tani, Massimiliano & Cook, Sarah & Zhao, Jiaqi & Chen, Xi, 2022. "Air Pollution and Entrepreneurship," GLO Discussion Paper Series 1196, Global Labor Organization (GLO).
    8. Dániel Horn & Hubert János Kiss, 2020. "Time preferences and their life outcome correlates: Evidence from a representative survey," PLOS ONE, Public Library of Science, vol. 15(7), pages 1-26, July.
    9. Chen, Shiyi & Jiang, Lingduo & Liu, Wanlin & Song, Hong, 2022. "Fireworks regulation, air pollution, and public health: Evidence from China," Regional Science and Urban Economics, Elsevier, vol. 92(C).
    10. Liu, Haoming & Salvo, Alberto, 2017. "Severe Air Pollution and School Absences: Longitudinal Data on Expatriates in North China," IZA Discussion Papers 11134, Institute of Labor Economics (IZA).
    11. Uttara Balakrishnan & Johannes Haushofer & Pamela Jakiela, 2020. "How soon is now? Evidence of present bias from convex time budget experiments," Experimental Economics, Springer;Economic Science Association, vol. 23(2), pages 294-321, June.
    12. Pablo Brañas-Garza & Diego Jorrat & Antonio M. Espín & Angel Sánchez, 2023. "Paid and hypothetical time preferences are the same: lab, field and online evidence," Experimental Economics, Springer;Economic Science Association, vol. 26(2), pages 412-434, April.
    13. Joshua Tasoff & Wenjie Zhang, 2022. "The Performance of Time-Preference and Risk-Preference Measures in Surveys," Management Science, INFORMS, vol. 68(2), pages 1149-1173, February.
    14. D’Exelle, Ben & Gutekunst, Christine & Riedl, Arno, 2023. "The effect of gender and gender pairing on bargaining: Evidence from an artefactual field experiment," Journal of Economic Behavior & Organization, Elsevier, vol. 205(C), pages 237-269.
    15. Diane Alexander & Hannes Schwandt, 2022. "The Impact of Car Pollution on Infant and Child Health: Evidence from Emissions Cheating," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 89(6), pages 2872-2910.
    16. Brice Corgnet & Simon Gaechter & Roberto Hernán González, 2020. "Working too much for too little: stochastic rewards cause work addiction," Working Papers 2007, Groupe d'Analyse et de Théorie Economique Lyon St-Étienne (GATE Lyon St-Étienne), Université de Lyon.
    17. Eva Ranehill & Roberto A. Weber, 2022. "Gender preference gaps and voting for redistribution," Experimental Economics, Springer;Economic Science Association, vol. 25(3), pages 845-875, June.
    18. Damini Singh & Indrani Gupta & Sagnik Dey, 2022. "Effect of Air Pollution on Cognitive Performance in India," IEG Working Papers 452, Institute of Economic Growth.
    19. Antonio Alfonso & Pablo Brañas-Garza & Diego Jorrat & Benjamín Prissé & María José Vázquez-De Francisco, 2024. "The Baking of Preferences throughout the High School," Working Papers 316, Red Nacional de Investigadores en Economía (RedNIE).
    20. Mark Borgschulte & David Molitor & Eric Yongchen Zou, 2024. "Air Pollution and the Labor Market: Evidence from Wildfire Smoke," The Review of Economics and Statistics, MIT Press, vol. 106(6), pages 1558-1575, November.

    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

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:jeborg:v:182:y:2021:i:c:p:132-161. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/jebo .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.