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Up in the Air: Air Pollution and Crime – Evidence from India

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  • Singh, Tejendra Pratap
  • Visaria, Sujata

Abstract

Recent work from developed parts of the world has documented a positive association between air pollution and criminal activity. We use high-frequency complaints and air pollution data to estimate air pollution’s causal effects on crime in a developing country. In order to establish causality, we exploit plausibly exogenous local variation in wind direction in an instrumental variable setup. We find that a lower number of complaints are received on the days of high air pollution levels. This effect is more pronounced for property crimes than for violent crimes. Our results are robust to a host of robustness checks and falsification checks. Exploring the potential mechanisms, we find that the decline in criminal activity might result from increased costs of indulging in criminal activity.

Suggested Citation

  • Singh, Tejendra Pratap & Visaria, Sujata, 2021. "Up in the Air: Air Pollution and Crime – Evidence from India," SocArXiv hs4xj, Center for Open Science.
  • Handle: RePEc:osf:socarx:hs4xj
    DOI: 10.31219/osf.io/hs4xj
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    as
    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. 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.
    3. Tatyana Deryugina & Garth Heutel & Nolan H. Miller & David Molitor & Julian Reif, 2019. "The Mortality and Medical Costs of Air Pollution: Evidence from Changes in Wind Direction," American Economic Review, American Economic Association, vol. 109(12), pages 4178-4219, December.
    4. Eva Arceo & Rema Hanna & Paulina Oliva, 2016. "Does the Effect of Pollution on Infant Mortality Differ Between Developing and Developed Countries? Evidence from Mexico City," Economic Journal, Royal Economic Society, vol. 126(591), pages 257-280, March.
    5. Burkhardt, Jesse & Bayham, Jude & Wilson, Ander & Carter, Ellison & Berman, Jesse D. & O'Dell, Katelyn & Ford, Bonne & Fischer, Emily V. & Pierce, Jeffrey R., 2019. "The effect of pollution on crime: Evidence from data on particulate matter and ozone," Journal of Environmental Economics and Management, Elsevier, vol. 98(C).
    6. Ranson, Matthew, 2014. "Crime, weather, and climate change," Journal of Environmental Economics and Management, Elsevier, vol. 67(3), pages 274-302.
    7. Jans, Jenny & Johansson, Per & Nilsson, J. Peter, 2018. "Economic status, air quality, and child health: Evidence from inversion episodes," Journal of Health Economics, Elsevier, vol. 61(C), pages 220-232.
    8. Courtney J. Ward, 2015. "It's an ill wind: The effect of fine particulate air pollution on respiratory hospitalizations," Canadian Journal of Economics, Canadian Economics Association, vol. 48(5), pages 1694-1732, December.
    9. Marcotte, Dave E., 2017. "Something in the air? Air quality and children's educational outcomes," Economics of Education Review, Elsevier, vol. 56(C), pages 141-151.
    10. Thiemo Fetzer, 2020. "Can Workfare Programs Moderate Conflict? Evidence from India," Journal of the European Economic Association, European Economic Association, vol. 18(6), pages 3337-3375.
    11. Bombardini, Matilde & Li, Bingjing, 2020. "Trade, pollution and mortality in China," Journal of International Economics, Elsevier, vol. 125(C).
    12. Gary S. Becker, 1974. "Crime and Punishment: An Economic Approach," NBER Chapters, in: Essays in the Economics of Crime and Punishment, pages 1-54, National Bureau of Economic Research, Inc.
    13. Currie, Janet & Neidell, Matthew & Schmieder, Johannes F., 2009. "Air pollution and infant health: Lessons from New Jersey," Journal of Health Economics, Elsevier, vol. 28(3), pages 688-703, May.
    14. Malvina Bondy & Sefi Roth & Lutz Sager, 2020. "Crime Is in the Air: The Contemporaneous Relationship between Air Pollution and Crime," Journal of the Association of Environmental and Resource Economists, University of Chicago Press, vol. 7(3), pages 555-585.
    15. Janet Currie & John Voorheis & Reed Walker, 2023. "What Caused Racial Disparities in Particulate Exposure to Fall? New Evidence from the Clean Air Act and Satellite-Based Measures of Air Quality," American Economic Review, American Economic Association, vol. 113(1), pages 71-97, January.
    16. Melissa Dell & Benjamin F. Jones & Benjamin A. Olken, 2014. "What Do We Learn from the Weather? The New Climate-Economy Literature," Journal of Economic Literature, American Economic Association, vol. 52(3), pages 740-798, September.
    17. Shuai Chen & Paulina Oliva & Peng Zhang, 2018. "Air Pollution and Mental Health: Evidence from China," NBER Working Papers 24686, National Bureau of Economic Research, Inc.
    18. Arkadipta Ghosh & Arnab Mukherji, 2014. "Air Pollution and Respiratory Ailments among Children in Urban India: Exploring Causality," Economic Development and Cultural Change, University of Chicago Press, vol. 63(1), pages 191-222.
    19. Robin Burgess & Matthew Hansen & Benjamin A. Olken & Peter Potapov & Stefanie Sieber, 2012. "The Political Economy of Deforestation in the Tropics," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 127(4), pages 1707-1754.
    20. Brian Jacob & Lars Lefgren & Enrico Moretti, 2007. "The Dynamics of Criminal Behavior: Evidence from Weather Shocks," Journal of Human Resources, University of Wisconsin Press, vol. 42(3).
    21. Santos Silva, J.M.C. & Tenreyro, Silvana, 2011. "Further simulation evidence on the performance of the Poisson pseudo-maximum likelihood estimator," Economics Letters, Elsevier, vol. 112(2), pages 220-222, August.
    22. Alberto Abadie & Susan Athey & Guido W Imbens & Jeffrey M Wooldridge, 2023. "When Should You Adjust Standard Errors for Clustering?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 138(1), pages 1-35.
    23. 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.
    24. 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.
    25. Kenneth Y. Chay & Michael Greenstone, 2003. "The Impact of Air Pollution on Infant Mortality: Evidence from Geographic Variation in Pollution Shocks Induced by a Recession," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 118(3), pages 1121-1167.
    26. Janet Currie & Matthew Neidell, 2005. "Air Pollution and Infant Health: What Can We Learn from California's Recent Experience?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 120(3), pages 1003-1030.
    27. Neidell, Matthew J., 2004. "Air pollution, health, and socio-economic status: the effect of outdoor air quality on childhood asthma," Journal of Health Economics, Elsevier, vol. 23(6), pages 1209-1236, November.
    28. Seema Jayachandran, 2009. "Air Quality and Early-Life Mortality: Evidence from Indonesia’s Wildfires," Journal of Human Resources, University of Wisconsin Press, vol. 44(4).
    29. Aragón, Fernando M. & Miranda, Juan Jose & Oliva, Paulina, 2017. "Particulate matter and labor supply: The role of caregiving and non-linearities," Journal of Environmental Economics and Management, Elsevier, vol. 86(C), pages 295-309.
    30. Heilmann, Kilian & Kahn, Matthew E. & Tang, Cheng Keat, 2021. "The urban crime and heat gradient in high and low poverty areas," Journal of Public Economics, Elsevier, vol. 197(C).
    31. Saravana Ravindran & Manisha Shah, 2020. "Unintended Consequences of Lockdowns: COVID-19 and the Shadow Pandemic," NBER Working Papers 27562, National Bureau of Economic Research, Inc.
    32. Prashant Bharadwaj & Matthew Gibson & Joshua Graff Zivin & Christopher Neilson, 2017. "Gray Matters: Fetal Pollution Exposure and Human Capital Formation," Journal of the Association of Environmental and Resource Economists, University of Chicago Press, vol. 4(2), pages 505-542.
    33. Thomas Barrios & Rebecca Diamond & Guido W. Imbens & Michal Kolesár, 2012. "Clustering, Spatial Correlations, and Randomization Inference," Journal of the American Statistical Association, Taylor & Francis Journals, vol. 107(498), pages 578-591, June.
    34. Janet Currie & Reed Walker, 2011. "Traffic Congestion and Infant Health: Evidence from E-ZPass," American Economic Journal: Applied Economics, American Economic Association, vol. 3(1), pages 65-90, January.
    35. Nicholas J. Sanders, 2012. "What Doesn’t Kill You Makes You Weaker: Prenatal Pollution Exposure and Educational Outcomes," Journal of Human Resources, University of Wisconsin Press, vol. 47(3), pages 826-850.
    36. Lakshmi Iyer & Petia Topalova, 2014. "Poverty and Crime: Evidence from Rainfall and Trade Shocks in India," Harvard Business School Working Papers 14-067, Harvard Business School, revised Aug 2014.
    37. Deschenes, Olivier & Wang, Huixia & Wang, Si & Zhang, Peng, 2020. "The effect of air pollution on body weight and obesity: Evidence from China," Journal of Development Economics, Elsevier, vol. 145(C).
    38. Marcos A. Rangel & Tom S. Vogl, 2019. "Agricultural Fires and Health at Birth," The Review of Economics and Statistics, MIT Press, vol. 101(4), pages 616-630, October.
    39. Janet Currie & Michael Greenstone & Enrico Moretti, 2011. "Superfund Cleanups and Infant Health," American Economic Review, American Economic Association, vol. 101(3), pages 435-441, May.
    40. Jennifer A. Heissel & Claudia Persico & David Simon, 2022. "Does Pollution Drive Achievement? The Effect of Traffic Pollution on Academic Performance," Journal of Human Resources, University of Wisconsin Press, vol. 57(3), pages 747-776.
    41. Austin, Wes & Heutel, Garth & Kreisman, Daniel, 2019. "School bus emissions, student health and academic performance," Economics of Education Review, Elsevier, vol. 70(C), pages 109-126.
    42. Kelly, Morgan, 2019. "The Standard Errors of Persistence," CEPR Discussion Papers 13783, C.E.P.R. Discussion Papers.
    43. Jennifer L. Doleac & Nicholas J. Sanders, 2015. "Under the Cover of Darkness: How Ambient Light Influences Criminal Activity," The Review of Economics and Statistics, MIT Press, vol. 97(5), pages 1093-1103, December.
    44. Thomas Zylkin, 2019. "Verifying the Existence of Maximum Likelihood Estimates in Generalized Linear Models," 2019 Stata Conference 47, Stata Users Group.
    45. Sergio Correia & Paulo Guimarães & Tom Zylkin, 2020. "Fast Poisson estimation with high-dimensional fixed effects," Stata Journal, StataCorp LP, vol. 20(1), pages 95-115, March.
    46. A. Colin Cameron & Douglas L. Miller, 2015. "A Practitioner’s Guide to Cluster-Robust Inference," Journal of Human Resources, University of Wisconsin Press, vol. 50(2), pages 317-372.
    47. Morgan Kelly, 2019. "The Standard Errors of Persistence," Working Papers 201913, School of Economics, University College Dublin.
    48. Enrico Moretti & Matthew Neidell, 2011. "Pollution, Health, and Avoidance Behavior: Evidence from the Ports of Los Angeles," Journal of Human Resources, University of Wisconsin Press, vol. 46(1), pages 154-175.
    49. Sergio Correia & Paulo Guimar~aes & Thomas Zylkin, 2019. "Verifying the existence of maximum likelihood estimates for generalized linear models," Papers 1903.01633, arXiv.org, revised Jun 2021.
    50. Solomon M. Hsiang & Kyle C. Meng & Mark A. Cane, 2011. "Civil conflicts are associated with the global climate," Nature, Nature, vol. 476(7361), pages 438-441, August.
    51. Beatty, Timothy K.M. & Shimshack, Jay P., 2011. "School buses, diesel emissions, and respiratory health," Journal of Health Economics, Elsevier, vol. 30(5), pages 987-999.
    52. Courtney J. Ward, 2015. "It's an ill wind: The effect of fine particulate air pollution on respiratory hospitalizations," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 48(5), pages 1694-1732, December.
    53. Thiemo Fetzer, 0. "Can Workfare Programs Moderate Conflict? Evidence from India," Journal of the European Economic Association, European Economic Association, vol. 18(6), pages 3337-3375.
    54. Janet Currie & John Voorheis & Reed Walker, 2020. "What Caused Racial Disparities in Particulate Exposure to Fall? New Evidence from the Clean Air Act and Satellite-Based Measures of Air Quality," NBER Working Papers 26659, National Bureau of Economic Research, Inc.
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    2. Batkeyev, Birzhan & DeRemer, David R., 2023. "Mountains of evidence: The effects of abnormal air pollution on crime," Journal of Economic Behavior & Organization, Elsevier, vol. 210(C), pages 288-319.

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