1932

Abstract

A robust body of evidence shows that air pollution exposure is detrimental to health outcomes, often measured as deaths and hospitalizations. This literature has focused less on subclinical channels that nonetheless impact behavior, performance, and skills. This article reviews the economic research investigating the causal effects of pollution on nonhealth end points, including labor productivity, cognitive performance, and multiple forms of decision-making. Subclinical effects of pollution can be more challenging to observe than formal health care encounters but may be more pervasive if they affect otherwise healthy people. The wide variety of possible impacts of pollution should be informed by plausible mechanisms and require appropriate hypothesis testing to limit false discovery. Finally, any detected effects of pollution, in both the short and long run, may be dampened by costly efforts to avoid exposure ex ante and remediate its impacts ex post; these costs must be considered for a full welfare analysis.

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2022-10-05
2024-04-19
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Literature Cited

  1. Addoum JM, Ng DT, Ortiz-Bobea A. 2020. Temperature shocks and establishment sales. Rev. Financ. Stud. 33:31331–66
    [Google Scholar]
  2. Adhvaryu A, Kala N, Nyshadham A 2019. Management and shocks to worker productivity. NBER Work. Pap. 25865. http://www.nber.org/papers/w25865.pdf
  3. Aguilar-Gomez S, Gutierrez E, Heres D, Jaume D, Tobal M. 2021. Thermal stress and financial distress: extreme temperatures and firms loan defaults in Mexico SSRN Work. Pap. 3934688. https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3934688
  4. Allen J, Klocke C, Morris-Schaffer K, Conrad K, Sobolewski M, Cory-Slechta D 2017. Cognitive effects of air pollution exposures and potential mechanistic underpinnings. Curr. Environ. Health Rep. 4:2180–91
    [Google Scholar]
  5. Almond D, Currie J. 2011. Killing me softly: the fetal origins hypothesis. J. Econ. Perspect. 25:3153–72
    [Google Scholar]
  6. Angrist JD, Pischke JS. 2010. The credibility revolution in empirical economics: how better research design is taking the con out of econometrics. J. Econ. Perspect. 24:23–30
    [Google Scholar]
  7. Aragón FM, Miranda JJ, Oliva P. 2017. Particulate matter and labor supply: the role of caregiving and non-linearities. J. Environ. Econ. Manag. 86:295–309
    [Google Scholar]
  8. Archsmith J, Heyes A, Saberian S. 2018. Air quality and error quantity: pollution and performance in a high-skilled, quality-focused occupation. J. Assoc. Environ. Resour. Econ. 5:4827–63
    [Google Scholar]
  9. Athey S, Chetty R, Imbens GW, Kang H. 2019. The surrogate index: combining short-term proxies to estimate long-term treatment effects more rapidly and precisely NBER Work. Pap. 26463. https://www.nber.org/papers/w26463
  10. Bale TL, Baram TZ, Brown AS, Goldstein JM, Insel TR et al. 2010. Early life programming and neurodevelopmental disorders. Biol. Psychiatry 68:4314–19
    [Google Scholar]
  11. Banzhaf S, Ma L, Timmins C. 2019. Environmental justice: the economics of race, place, and pollution. J. Econ. Perspect. 33:1185–208
    [Google Scholar]
  12. Barker DJ. 1990. The fetal and infant origins of adult disease. BMJ 301:67611111
    [Google Scholar]
  13. Bayer SA, Altman J, Russo R, Zhang X. 1993. Timetables of neurogenesis in the human brain based on experimentally determined patterns in the rat. Neurotoxicology 14:183–144
    [Google Scholar]
  14. Bedi AS, Nakaguma MY, Restrepo BJ, Rieger M. 2021. Particle pollution and cognition: evidence from sensitive cognitive tests in Brazil. J. Assoc. Environ. Resour. Econ. 8:3443–74
    [Google Scholar]
  15. Bharadwaj P, Gibson M, Zivin JG, Neilson C. 2017. Gray matters: fetal pollution exposure and human capital formation. J. Assoc. Environ. Resour. Econ. 4:2505–42
    [Google Scholar]
  16. Bishop KC, Ketcham JD, Kuminoff NV. 2018. Hazed and confused: the effect of air pollution on dementia. NBER Work. Pap. 24970. https://www.nber.org/papers/w24970
  17. Bondy M, Roth S, Sager L. 2020. Crime is in the air: the contemporaneous relationship between air pollution and crime. J. Assoc. Environ. Resour. Econ. 7:3555–85
    [Google Scholar]
  18. Brook RD, Rajagopalan S. 2007. Air pollution and cardiovascular events. N. Engl. J. Med. 356:202104–5
    [Google Scholar]
  19. Brook RD, Rajagopalan S, Pope CA III, Brook JR, Bhatnagar A et al. 2010. Particulate matter air pollution and cardiovascular disease: an update to the scientific statement from the American Heart Association. Circulation 121:212331–78
    [Google Scholar]
  20. Burkhardt J, Bayham J, Wilson A, Carter E, Berman JD et al. 2019. The effect of pollution on crime: evidence from data on particulate matter and ozone. J. Environ. Econ. Manag. 98:102267
    [Google Scholar]
  21. Burlig F. 2018. Improving transparency in observational social science research: a pre-analysis plan approach. Econ. Lett. 168:56–60
    [Google Scholar]
  22. Calderón-Garcidueñas L, Mora-Tiscareño A, Ontiveros E, Gómez-Garza G, Barragán-Mejía G et al. 2008. Air pollution, cognitive deficits and brain abnormalities: a pilot study with children and dogs. Brain Cogn. 68:2117–27
    [Google Scholar]
  23. Chang T, Graff Zivin J, Gross T, Neidell M. 2016. Particulate pollution and the productivity of pear packers. Am. Econ. J. Econ. Policy 8:3141–69
    [Google Scholar]
  24. Chang TY, Graff Zivin J, Gross T, Neidell M. 2019. The effect of pollution on worker productivity: evidence from call center workers in China. Am. Econ. J. Appl. Econ. 11:1151–72
    [Google Scholar]
  25. Chew SH, Liu H, Salvo A. 2021. Adversity-hope hypothesis: Air pollution raises daily lottery demand in China. J. Risk Uncertain. 62:247–80
    [Google Scholar]
  26. Christensen G, Miguel E 2018. Transparency, reproducibility, and the credibility of economics research. J. Econ. Lit. 56:3920–80
    [Google Scholar]
  27. Coccaro EF, Sripada CS, Yanowitch RN, Phan KL. 2011. Corticolimbic function in impulsive aggressive behavior. Biol. Psychiatry 69:121153–59
    [Google Scholar]
  28. Colmer J, Voorheis J. 2020. The grandkids aren't alright: the intergenerational effects of prenatal pollution exposure. Work. Pap. CES-20-36, Cent. Econ. Stud., US Census Bureau Suitland, MD: https://www.census.gov/library/working-papers/2020/adrm/CES-WP-20-36.html
  29. Costa LG, Cole TB, Dao K, Chang YC, Garrick JM. 2019. Developmental impact of air pollution on brain function. Neurochem. Int. 131:104580
    [Google Scholar]
  30. Cropper M, Freeman A 1991. Measuring the demand for environmental quality. Environmental Health Effects J Braden, C Kolstad 165–211 New York: Elsevier Sci.
    [Google Scholar]
  31. Cunha F, Heckman J. 2007. The technology of skill formation. Am. Econ. Rev. 97:231–47
    [Google Scholar]
  32. Currie J, Hanushek EA, Kahn EM, Neidell M, Rivkin SG. 2009. Does pollution increase school absences?. Rev. Econ. Stat. 91:4682–94
    [Google Scholar]
  33. Davis DA, Bortolato M, Godar SC, Sander TK, Iwata N et al. 2013. Prenatal exposure to urban air nanoparticles in mice causes altered neuronal differentiation and depression-like responses. PLOS ONE 8:5e64128
    [Google Scholar]
  34. Day JJ, Sweatt JD. 2011. Epigenetic mechanisms in cognition. Neuron 70:5813–29
    [Google Scholar]
  35. Dechezleprêtre A, Rivers N, Stadler B. 2019. The economic cost of air pollution: evidence from Europe. Work. Pap. 1584, Econ. Dep., OECD, Paris France: https://www.oecd-ilibrary.org/economics/the-economic-cost-of-air-pollution-evidence-from-europe_56119490-en
  36. Delgado-Saborit JM, Guercio V, Gowers AM, Shaddick G, Fox NC, Love S 2021. A critical review of the epidemiological evidence of effects of air pollution on dementia, cognitive function and cognitive decline in adult population. Sci. Total Environ. 757:143734
    [Google Scholar]
  37. Dell M, Jones BF, Olken BA. 2014. What do we learn from the weather? The new climate-economy literature. J. Econ. Lit. 52:3740–98
    [Google Scholar]
  38. DeMeo DL, Zanobetti A, Litonjua AA, Coull BA, Schwartz J, Gold DR. 2004. Ambient air pollution and oxygen saturation. Am. J. Respir. Crit. Care Med. 170:4383–87
    [Google Scholar]
  39. Deryugina T, Heutel G, Miller NH, Molitor D, Reif J. 2019. The mortality and medical costs of air pollution: evidence from changes in wind direction. Am. Econ. Rev. 109:124178–219
    [Google Scholar]
  40. Deschênes O, Greenstone M, Shapiro JS. 2017. Defensive investments and the demand for air quality: evidence from the NOx Budget Program. Am. Econ. Rev. 107:102958–89
    [Google Scholar]
  41. Dong R, Fisman R, Wang Y, Xu N. 2021. Air pollution, affect, and forecasting bias: evidence from Chinese financial analysts. J. Financ. Econ. 139:3971–84
    [Google Scholar]
  42. Duflo E, Greenstone M, Hanna R. 2008. Indoor air pollution, health and economic well-being. SAPIENS 1:1
    [Google Scholar]
  43. Ebenstein A, Lavy V, Roth S 2016. The long-run economic consequences of high-stakes examinations: evidence from transitory variation in pollution. Am. Econ. J. Appl. Econ. 8:436–65
    [Google Scholar]
  44. Ehsanifar M, Jafari AJ, Nikzad H, Zavareh MS, Atlasi MA et al. 2019. Prenatal exposure to diesel exhaust particles causes anxiety, spatial memory disorders with alters expression of hippocampal pro-inflammatory cytokines and NMDA receptor subunits in adult male mice offspring. Ecotoxicol. Environ. Saf. 176:34–41
    [Google Scholar]
  45. Fonken LK, Xu X, Weil ZM, Chen G, Sun Q et al. 2011. Air pollution impairs cognition, provokes depressive-like behaviors and alters hippocampal cytokine expression and morphology. Mol. Psychiatry 16:10987–95
    [Google Scholar]
  46. Forman HJ, Finch CE. 2018. A critical review of assays for hazardous components of air pollution. Free Radic. Biol. Med. 117:202–17
    [Google Scholar]
  47. Fowlie M, Rubin E, Walker R 2019. Bringing satellite-based air quality estimates down to earth. Papers and Proceedings of the One Hundred Thirty-First Annual Meeting of the American Economic Association, Vol. 109 WR Johnson, K Markel 283–88 Nashville, TN: Am. Econ. Assoc.
    [Google Scholar]
  48. Fu S, Viard VB, Zhang P. 2018. Air pollution and manufacturing firm productivity: nationwide estimates for China SSRN Work. Pap. 2956505
  49. Gibson M, Shrader J. 2018. Time use and labor productivity: the returns to sleep. Rev. Econ. Stat. 100:5783–98
    [Google Scholar]
  50. Giorgini P, Di Giosia P, Grassi D, Rubenfire M, Brook RD, Ferri C 2016. Air pollution exposure and blood pressure: an updated review of the literature. Curr. Pharm. Des. 22:128–51
    [Google Scholar]
  51. GMAO (Glob. Model. Assim. Off.) 2019. Modern-Era Retrospective analysis for Research and Applications, version 2 Glob. Model. Assim. Off., NASA Washington, DC: https://gmao.gsfc.nasa.gov/reanalysis/MERRA-2/#:∼:text=MERRA%2D2%20is%20the%20first,(say)%20Greenland%20and%20Antarctica
  52. Graff Zivin J, Hsiang SM, Neidell M. 2018. Temperature and human capital in the short and long run. J. Assoc. Environ. Resour. Econ. 5:177–105
    [Google Scholar]
  53. Graff Zivin J, Liu T, Song Y, Tang Q, Zhang P. 2020. The unintended impacts of agricultural fires: human capital in China. J. Dev. Econ. 147:102560
    [Google Scholar]
  54. Graff Zivin J, Neidell M. 2012. The impact of pollution on worker productivity. Am. Econ. Rev. 102:73652–73
    [Google Scholar]
  55. Graff Zivin J, Neidell M. 2013. Environment, health, and human capital. J. Econ. Lit. 51:3689–730
    [Google Scholar]
  56. Graff Zivin J, Neidell M. 2014. Temperature and the allocation of time: implications for climate change. J. Lab. Econ. 32:11–26
    [Google Scholar]
  57. Guo M, Fu S. 2019. Running with a mask? The effect of air pollution on marathon runners' performance. J. Sports Econ. 20:7903–28
    [Google Scholar]
  58. Hammer MS, van Donkelaar A, Li C, Lyapustin A, Sayer AM et al. 2020. Global estimates and long-term trends of fine particulate matter concentrations (1998–2018). Environ. Sci. Technol. 54:137879–90
    [Google Scholar]
  59. Hanna R, Oliva P. 2015. The effect of pollution on labor supply: evidence from a natural experiment in Mexico City. J. Public Econ. 122:68–79
    [Google Scholar]
  60. He J, Liu H, Salvo A. 2019. Severe air pollution and labor productivity: evidence from industrial towns in China. Am. Econ. J. Appl. Econ. 11:1173–201
    [Google Scholar]
  61. Herrnstadt E, Heyes A, Muehlegger E, Saberian S. 2021. Air pollution and criminal activity: microgeographic evidence from Chicago. Am. Econ. J. Appl. Econ. 13:470–100
    [Google Scholar]
  62. Holub F, Hospido L, Wagner UJ. 2021. Urban air pollution and sick leaves: evidence from social security data SSRN Work. Pap. 3572565
  63. Huang J, Xu N, Yu H. 2020. Pollution and performance: Do investors make worse trades on hazy days?. Manag. Sci. 66:104455–76
    [Google Scholar]
  64. Ikonomidou C, Bittigau P, Koch C, Genz K, Hoerster F et al. 2001. Neurotransmitters and apoptosis in the developing brain. Biochem. Pharmacol. 62:4401–5
    [Google Scholar]
  65. Isen A, Rossin-Slater M, Walker WR. 2017. Every breath you take—every dollar you'll make: the long-term consequences of the Clean Air Act of 1970. J. Political Econ. 125:3848–902
    [Google Scholar]
  66. Kahn ME, Li P. 2020. Air pollution lowers high skill public sector worker productivity in China. Environ. Res. Lett. 15:8084003
    [Google Scholar]
  67. Knittel CR, Miller DL, Sanders NJ. 2016. Caution, drivers! Children present: traffic, pollution, and infant health. Rev. Econ. Stat. 98:2350–66
    [Google Scholar]
  68. Kraft AD, Harry GJ. 2011. Features of microglia and neuroinflammation relevant to environmental exposure and neurotoxicity. Int. J. Environ. Res. Public Health 8:72980–3018
    [Google Scholar]
  69. Krebs B, Burney J, Zivin JG, Neidell M. 2021. Using crowd-sourced data to assess the temporal and spatial relationship between indoor and outdoor particulate matter. Environ. Sci. Technol. 55:96107–15
    [Google Scholar]
  70. Krebs B, Luechinger S. 2021. Air pollution, cognitive performance, and the role of task proficiency SSRN Work. Pap. 3947149
  71. Künn S, Palacios J, Pestel N. 2019. The impact of indoor climate on human cognition: evidence from chess tournaments Work. Pap., Inst. Labor Econ. Bonn, Ger: https://conference.iza.org/conference_files/environ_2019/palacios_j24419.pdf
  72. La Nauze A, Severnini E 2021. Air pollution and adult cognition: evidence from brain training NBER Work. Pap. 28785
  73. Lichter A, Pestel N, Sommer E. 2017. Productivity effects of air pollution: evidence from professional soccer. Labour Econ. 48:54–66
    [Google Scholar]
  74. Liu H, Salvo A. 2018. Severe air pollution and child absences when schools and parents respond. J. Environ. Econ. Manag. 92:300–30
    [Google Scholar]
  75. Martins NR, Da Graca GC 2018. Impact of PM2.5 in indoor urban environments: a review. Sustain. Cities Soc. 42:259–75
    [Google Scholar]
  76. Meyer S, Pagel M. 2017. Fresh air eases work—the effect of air quality on individual investor activity NBER Work. Pap. 24048
  77. Miguel E, Camerer C, Casey K, Cohen J, Esterling KM et al. 2014. Promoting transparency in social science research. Science 343:616630–31
    [Google Scholar]
  78. Mullins JT. 2018. Ambient air pollution and human performance: contemporaneous and acclimatization effects of ozone exposure on athletic performance. Health Econ. 27:81189–200
    [Google Scholar]
  79. Murphy SR, Schelegle ES, Miller LA, Hyde DM, Van Winkle LS. 2013. Ozone exposure alters serotonin and serotonin receptor expression in the developing lung. Toxicol. Sci. 134:1168–79
    [Google Scholar]
  80. Novaes P, do Nascimento Saldiva PH, Matsuda M, Macchione M, Rangel MP et al. 2010. The effects of chronic exposure to traffic derived air pollution on the ocular surface. Environ. Res. 110:4372–74
    [Google Scholar]
  81. Oberdörster G, Sharp Z, Atudorei V, Elder A, Gelein R et al. 2004. Translocation of inhaled ultrafine particles to the brain. Inhal. Toxicol. 16:6–7437–45
    [Google Scholar]
  82. Oey H, Whitelaw E. 2014. On the meaning of the word ‘epimutation. .’ Trends Genet. 30:12519–20
    [Google Scholar]
  83. Park SK, O'Neill MS, Vokonas PS, Sparrow D, Schwartz J. 2005. Effects of air pollution on heart rate variability: the VA Normative Aging Study. Environ. Health Perspect. 113:3304–9
    [Google Scholar]
  84. Paz C, Huitrón-Reséndiz S. 1996. The effects of ozone exposure on the sleep-wake cycle and serotonin contents in the pons of the rat. Neurosci. Lett. 204:1–249–52
    [Google Scholar]
  85. Persico C, Figlio D, Roth J. 2021. The developmental consequences of superfund sites. J. Labor Econ. 38:41055–97
    [Google Scholar]
  86. Petronis A. 2010. Epigenetics as a unifying principle in the etiology of complex traits and diseases. Nature 465:7299721–27
    [Google Scholar]
  87. Phillips T. 2008. The role of methylation in gene expression. Nat. Educ. 1:1116
    [Google Scholar]
  88. Rider CF, Carlsten C. 2019. Air pollution and DNA methylation: effects of exposure in humans. Clin. Epigenet. 11:1131
    [Google Scholar]
  89. Rodier PM. 1995. Developing brain as a target of toxicity. Environ. Health Perspect. 103:Suppl. 673–76
    [Google Scholar]
  90. Rosenbaum PR. 1984. The consequences of adjustment for a concomitant variable that has been affected by the treatment. J. R. Stat. Soc. A 147:5656–66
    [Google Scholar]
  91. Roth S 2021. The effect of indoor air pollution on cognitive performance: evidence from the UK Work. Pap., London School Econ. Political Sci.
  92. Sager L. 2019. Estimating the effect of air pollution on road safety using atmospheric temperature inversions. J. Environ. Econ. Manag. 98:102250
    [Google Scholar]
  93. Sanders NJ. 2012. What doesn't kill you makes you weaker: prenatal pollution exposure and educational outcomes. J. Human Resour. 47:3826–50
    [Google Scholar]
  94. Schlenker W, Walker WR. 2016. Airports, air pollution, and contemporaneous health. Rev. Econ. Stud. 83:2768–809
    [Google Scholar]
  95. Shukla A, Bunkar N, Kumar R, Bhargava A, Tiwari R et al. 2019. Air pollution associated epigenetic modifications: transgenerational inheritance and underlying molecular mechanisms. Sci. Total Environ. 656:760–77
    [Google Scholar]
  96. Siegel JZ, Crockett MJ. 2013. How serotonin shapes moral judgment and behavior. Ann. N.Y. Acad. Sci. 1299:142–51
    [Google Scholar]
  97. Suzuki T, Oshio S, Iwata M, Saburi H, Odagiri T et al. 2010. In utero exposure to a low concentration of diesel exhaust affects spontaneous locomotor activity and monoaminergic system in male mice. Part. Fibre Toxicol. 7:17
    [Google Scholar]
  98. van Donkelaar A, Martin RV, Brauer M, Hsu NC, Kahn RA et al. 2016. Global estimates of fine particulate matter using a combined geophysical-statistical method with information from satellites, models, and monitors. Environ. Sci. Technol. 50:73762–72
    [Google Scholar]
  99. Viehmann A, Hertel S, Fuks K, Eisele L, Moebus S et al. 2015. Long-term residential exposure to urban air pollution, and repeated measures of systemic blood markers of inflammation and coagulation. Occupat. Environ. Med. 72:9656–63
    [Google Scholar]
  100. Voorheis J. 2017. Air quality, human capital formation and the long-term effects of environmental inequality at birth Work. Pap., Cent. Econ. Stud., US Census Bureau Suitland, MD: https://econpapers.repec.org/paper/cencpaper/2017-05.htm
  101. Westfall PH, Troendle JF. 2008. Multiple testing with minimal assumptions. Biom. J. 50:5745–55
    [Google Scholar]
  102. Westfall PH, Young SS. 1993. Resampling-Based Multiple Testing: Examples and Methods for p-Value Adjustment Hoboken, NJ: John Wiley & Sons
  103. Win-Shwe TT, Fujitani Y, Kyi-Tha-Thu C, Furuyama A, Michikawa T et al. 2014. Effects of diesel engine exhaust origin secondary organic aerosols on novel object recognition ability and maternal behavior in BALB/c mice. Int. J. Environ. Res. Public Health 11:1111286–307
    [Google Scholar]
  104. Win-Shwe TT, Mitsushima D, Yamamoto S, Fujitani Y, Funabashi T et al. 2009. Extracellular glutamate level and NMDA receptor subunit expression in mouse olfactory bulb following nanoparticle-rich diesel exhaust exposure. Inhal. Toxicol. 21:10828–36
    [Google Scholar]
  105. Win-Shwe TT, Yamamoto S, Fujitani Y, Hirano S, Fujimaki H. 2008. Spatial learning and memory function-related gene expression in the hippocampus of mouse exposed to nanoparticle-rich diesel exhaust. Neurotoxicology 29:6940–47
    [Google Scholar]
  106. Yokota S, Mizuo K, Moriya N, Oshio S, Sugawara I, Takeda K. 2009. Effect of prenatal exposure to diesel exhaust on dopaminergic system in mice. Neurosci. Lett. 449:138–41
    [Google Scholar]
  107. Zhang X, Chen X, Zhang X 2018. The impact of exposure to air pollution on cognitive performance. PNAS 115:379193–97
    [Google Scholar]
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