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Pollution pictures: Psychological exposure to pollution impacts worker productivity in a large-scale field experiment

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  • Cook, Nikolai
  • Heyes, Anthony

Abstract

While contemporaneous exposure to polluted air has been shown to reduce labor supply and worker productivity, little is known about the underlying mechanisms. We present first causal evidence that psychological exposure to pollution – the “thought of pollution” – can influence employment performance. Over 2000 recruits on a leading micro-task platform are exposed to otherwise identical images of polluted (treated) or unpolluted (control) scenes. Randomization across the geographically-dispersed workforce ensures that treatment is orthogonal to physical pollution exposure. Treated workers are less likely to accept a subsequent offer of work (labor supply) despite being offered a piece-rate much higher than is typical for the setting. Conditional on accepting the offer, treated workers complete between 5.1% to 10.1% less work (labor productivity) depending on the nature of their assigned task. We find no effect on work quality. Suggestive evidence points to the role of induced negative sentiment. Decrements to productivity through psychological mechanisms are plausibly additional to any from physical exposure to polluted air.

Suggested Citation

  • Cook, Nikolai & Heyes, Anthony, 2022. "Pollution pictures: Psychological exposure to pollution impacts worker productivity in a large-scale field experiment," Journal of Environmental Economics and Management, Elsevier, vol. 114(C).
  • Handle: RePEc:eee:jeeman:v:114:y:2022:i:c:s0095069622000584
    DOI: 10.1016/j.jeem.2022.102691
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    1. Hanna, Rema & Oliva, Paulina, 2015. "The effect of pollution on labor supply: Evidence from a natural experiment in Mexico City," Journal of Public Economics, Elsevier, vol. 122(C), pages 68-79.
    2. James Archsmith & Anthony Heyes & Soodeh Saberian, 2018. "Air Quality and Error Quantity: Pollution and Performance in a High-Skilled, Quality-Focused Occupation," Journal of the Association of Environmental and Resource Economists, University of Chicago Press, vol. 5(4), pages 827-863.
    3. John Horton & David Rand & Richard Zeckhauser, 2011. "The online laboratory: conducting experiments in a real labor market," Experimental Economics, Springer;Economic Science Association, vol. 14(3), pages 399-425, September.
    4. Liu, Haoming & Salvo, Alberto, 2018. "Severe air pollution and child absences when schools and parents respond," Journal of Environmental Economics and Management, Elsevier, vol. 92(C), pages 300-330.
    5. Ostro, Bart D., 1983. "The effects of air pollution on work loss and morbidity," Journal of Environmental Economics and Management, Elsevier, vol. 10(4), pages 371-382, December.
    6. Anthony Heyes & Nicholas Rivers & Brandon Schaufele, 2019. "Pollution and Politician Productivity: The Effect of PM on MPs," Land Economics, University of Wisconsin Press, vol. 95(2), pages 157-173.
    7. 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.
    8. Matthew Neidell & Nico Pestel, 2023. "Air pollution and worker productivity," IZA World of Labor, Institute of Labor Economics (IZA), pages 363-363, February.
    9. Achyuta Adhvaryu & Namrata Kala & Anant Nyshadham, 2019. "Management and Shocks to Worker Productivity," NBER Working Papers 25865, National Bureau of Economic Research, Inc.
    10. Alexandre Mas & Amanda Pallais, 2017. "Valuing Alternative Work Arrangements," American Economic Review, American Economic Association, vol. 107(12), pages 3722-3759, December.
    11. Charness, Gary & Gneezy, Uri & Henderson, Austin, 2018. "Experimental methods: Measuring effort in economics experiments," Journal of Economic Behavior & Organization, Elsevier, vol. 149(C), pages 74-87.
    12. Tom Y. Chang & Joshua Graff Zivin & Tal Gross & Matthew Neidell, 2019. "The Effect of Pollution on Worker Productivity: Evidence from Call Center Workers in China," American Economic Journal: Applied Economics, American Economic Association, vol. 11(1), pages 151-172, January.
    13. Steffen Andersen & Seda Ertac & Uri Gneezy & Moshe Hoffman & John A. List, 2011. "Stakes Matter in Ultimatum Games," American Economic Review, American Economic Association, vol. 101(7), pages 3427-3439, December.
    14. Graff Zivin, Joshua & Liu, Tong & Song, Yingquan & Tang, Qu & Zhang, Peng, 2020. "The unintended impacts of agricultural fires: Human capital in China," Journal of Development Economics, Elsevier, vol. 147(C).
    15. 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.
    16. Muriel Niederle & Lise Vesterlund, 2007. "Do Women Shy Away From Competition? Do Men Compete Too Much?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 122(3), pages 1067-1101.
    17. Dickinson, David L, 1999. "An Experimental Examination of Labor Supply and Work Intensities," Journal of Labor Economics, University of Chicago Press, vol. 17(4), pages 638-670, October.
    18. Joseph K. Goodman & Gabriele Paolacci, 2017. "Crowdsourcing Consumer Research," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 44(1), pages 196-210.
    19. repec:feb:framed:0088 is not listed on IDEAS
    20. Felipe A. Araujo & Erin Carbone & Lynn Conell-Price & Marli W. Dunietz & Ania Jaroszewicz & Rachel Landsman & Diego Lamé & Lise Vesterlund & Stephanie W. Wang & Alistair J. Wilson, 2016. "The slider task: an example of restricted inference on incentive effects," Journal of the Economic Science Association, Springer;Economic Science Association, vol. 2(1), pages 1-12, May.
    21. Stefano DellaVigna & Devin Pope, 2018. "What Motivates Effort? Evidence and Expert Forecasts," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 85(2), pages 1029-1069.
    22. 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.
    23. 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.
    24. Jerry A. Hausman & Bart D. Ostro & David A. Wise, 1984. "Air Pollution and Lost Work," NBER Working Papers 1263, National Bureau of Economic Research, Inc.
    25. Janet Currie & Eric A. Hanushek & E. Megan Kahn & Matthew Neidell & Steven G. Rivkin, 2009. "Does Pollution Increase School Absences?," The Review of Economics and Statistics, MIT Press, vol. 91(4), pages 682-694, November.
    26. John A. List & Fatemeh Momeni, 2021. "When Corporate Social Responsibility Backfires: Evidence from a Natural Field Experiment," Management Science, INFORMS, vol. 67(1), pages 8-21, January.
    27. Erik Snowberg & Leeat Yariv, 2021. "Testing the Waters: Behavior across Participant Pools," American Economic Review, American Economic Association, vol. 111(2), pages 687-719, February.
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    Cited by:

    1. Avila Uribe, Antonio, 2023. "The effect of air pollution on US aggregate production," LSE Research Online Documents on Economics 118481, London School of Economics and Political Science, LSE Library.
    2. Heyes, Anthony & Saberian, Soodeh, 2024. "Pollution and learning: Causal evidence from Obama’s Iran sanctions," Journal of Environmental Economics and Management, Elsevier, vol. 125(C).

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    More about this item

    Keywords

    Air pollution; Gig economy; Randomization; Labor productivity;
    All these keywords.

    JEL classification:

    • Q53 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Air Pollution; Water Pollution; Noise; Hazardous Waste; Solid Waste; Recycling
    • J24 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Human Capital; Skills; Occupational Choice; Labor Productivity

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