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The Urban Crime and Heat Gradient in High and Low Poverty Areas

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  • Kilian Heilmann
  • Matthew E. Kahn

Abstract

We use spatially disaggregated daily crime data for the City of Los Angeles to measure the impact of heat and pollution on crime and to study how this relationship varies across the city. On average, overall crime increases by 2.2% and violent crime by 5.7% on days with maximum daily temperatures above 85 degrees Fahrenheit (29.4° C) compared to days below that threshold. The heat-crime relationship is more pronounced in low-income neighborhoods. This suggests that heat shocks can increase spatial urban quality of life differences through their effect on crime. We use other administrative data and find some evidence that policing intensity declines on extremely hot days. These findings highlight that the quality of urban governance during times of extreme stress may be an important policy lever in helping all socio-economic groups adapt to climate change.

Suggested Citation

  • Kilian Heilmann & Matthew E. Kahn, 2019. "The Urban Crime and Heat Gradient in High and Low Poverty Areas," NBER Working Papers 25961, National Bureau of Economic Research, Inc.
  • Handle: RePEc:nbr:nberwo:25961
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    1. Steven D. Levitt, 2004. "Understanding Why Crime Fell in the 1990s: Four Factors that Explain the Decline and Six that Do Not," Journal of Economic Perspectives, American Economic Association, vol. 18(1), pages 163-190, Winter.
    2. Garg, Teevrat & McCord, Gordon C. & Montfort, Aleister, 2020. "Can Social Protection Reduce Environmental Damages?," IZA Discussion Papers 13247, Institute of Labor Economics (IZA).
    3. Ingvild Almås & Maximilian Auffhammer & Tessa Bold & Ian Bolliger & Aluma Dembo & Solomon M. Hsiang & Shuhei Kitamura & Edward Miguel & Robert Pickmans, 2019. "Destructive Behavior, Judgment, and Economic Decision-making under Thermal Stress," NBER Working Papers 25785, National Bureau of Economic Research, Inc.
    4. Gyourko, Joseph & Tracy, Joseph, 1991. "The Structure of Local Public Finance and the Quality of Life," Journal of Political Economy, University of Chicago Press, vol. 99(4), pages 774-806, August.
    5. Denise DiPasquale & Matthew E. Kahn, 1999. "Measuring Neighborhood Investments: An Examination of Community Choice," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 27(3), pages 389-424, September.
    6. 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.
    7. 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.
    8. David Albouy & Walter Graf & Ryan Kellogg & Hendrik Wolff, 2016. "Climate Amenities, Climate Change, and American Quality of Life," Journal of the Association of Environmental and Resource Economists, University of Chicago Press, vol. 3(1), pages 205-246.
    9. 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.
    10. Joshua Graff Zivin & Matthew Neidell, 2013. "Environment, Health, and Human Capital," Journal of Economic Literature, American Economic Association, vol. 51(3), pages 689-730, September.
    11. Marshall Burke & Solomon M. Hsiang & Edward Miguel, 2015. "Climate and Conflict," Annual Review of Economics, Annual Reviews, vol. 7(1), pages 577-617, August.
    12. Fletcher, Jason M. & Wolfe, Barbara, 2016. "The importance of family income in the formation and evolution of non-cognitive skills in childhood," Economics of Education Review, Elsevier, vol. 54(C), pages 143-154.
    13. Matthew E. Kahn & Pei Li, 2019. "The Effect of Pollution and Heat on High Skill Public Sector Worker Productivity in China," NBER Working Papers 25594, National Bureau of Economic Research, Inc.
    14. Mullins, Jamie T. & White, Corey, 2019. "Temperature and mental health: Evidence from the spectrum of mental health outcomes," Journal of Health Economics, Elsevier, vol. 68(C).
    15. 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).
    16. Melissa Dell & Benjamin F. Jones & Benjamin A. Olken, 2012. "Temperature Shocks and Economic Growth: Evidence from the Last Half Century," American Economic Journal: Macroeconomics, American Economic Association, vol. 4(3), pages 66-95, July.
    17. Levitt, Steven D, 1997. "Using Electoral Cycles in Police Hiring to Estimate the Effect of Police on Crime," American Economic Review, American Economic Association, vol. 87(3), pages 270-290, June.
    18. Park, Jisung & Bangalore, Mook & Hallegatte, Stephane & Sandhoefner, Evan, 2018. "Households and heat stress: estimating the distributional consequences of climate change," Environment and Development Economics, Cambridge University Press, vol. 23(3), pages 349-368, June.
    19. Justine Hastings & Ebonya Washington, 2010. "The First of the Month Effect: Consumer Behavior and Store Responses," NBER Chapters, in: Income Taxation, Trans-Atlantic Public Economics Seminar (TAPES), pages 142-162, National Bureau of Economic Research, Inc.
    20. Mendelsohn, Robert & Dinar, Ariel & Williams, Larry, 2006. "The distributional impact of climate change on rich and poor countries," Environment and Development Economics, Cambridge University Press, vol. 11(2), pages 159-178, April.
    21. Ran Goldblatt & Kilian Heilmann & Yonatan Vaizman, 0. "Can Medium-Resolution Satellite Imagery Measure Economic Activity at Small Geographies? Evidence from Landsat in Vietnam," The World Bank Economic Review, World Bank, vol. 34(3), pages 635-653.
    22. Ranson, Matthew, 2014. "Crime, weather, and climate change," Journal of Environmental Economics and Management, Elsevier, vol. 67(3), pages 274-302.
    23. Sara B. Heller & Anuj K. Shah & Jonathan Guryan & Jens Ludwig & Sendhil Mullainathan & Harold A. Pollack, 2017. "Thinking, Fast and Slow? Some Field Experiments to Reduce Crime and Dropout in Chicago," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 132(1), pages 1-54.
    24. Lucas W. Davis & Christopher R. Knittel, 2019. "Are Fuel Economy Standards Regressive?," Journal of the Association of Environmental and Resource Economists, University of Chicago Press, vol. 6(S1), pages 37-63.
    25. R. Jisung Park & Joshua Goodman & Michael Hurwitz & Jonathan Smith, 2020. "Heat and Learning," American Economic Journal: Economic Policy, American Economic Association, vol. 12(2), pages 306-339, May.
    26. Nevin, Rick, 2007. "Understanding international crime trends: The legacy of preschool lead exposure," MPRA Paper 35338, University Library of Munich, Germany.
    27. Zhang, Peng & Deschenes, Olivier & Meng, Kyle & Zhang, Junjie, 2018. "Temperature effects on productivity and factor reallocation: Evidence from a half million chinese manufacturing plants," Journal of Environmental Economics and Management, Elsevier, vol. 88(C), pages 1-17.
    28. C. Fritz Foley, 2011. "Welfare Payments and Crime," The Review of Economics and Statistics, MIT Press, vol. 93(1), pages 97-112, February.
    29. Alan Barreca & Karen Clay & Olivier Deschenes & Michael Greenstone & Joseph S. Shapiro, 2016. "Adapting to Climate Change: The Remarkable Decline in the US Temperature-Mortality Relationship over the Twentieth Century," Journal of Political Economy, University of Chicago Press, vol. 124(1), pages 105-159.
    30. Bruederle, Anna & Peters, Jörg & Roberts, Gareth, 2017. "Weather and crime in South Africa," Ruhr Economic Papers 739, RWI - Leibniz-Institut für Wirtschaftsforschung, Ruhr-University Bochum, TU Dortmund University, University of Duisburg-Essen.
    31. Solomon Hsiang & Paulina Oliva & Reed Walker, 2019. "The Distribution of Environmental Damages," Review of Environmental Economics and Policy, Association of Environmental and Resource Economists, vol. 13(1), pages 83-103.
    32. 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).
    33. Tatyana Deryugina & Solomon M. Hsiang, 2014. "Does the Environment Still Matter? Daily Temperature and Income in the United States," NBER Working Papers 20750, National Bureau of Economic Research, Inc.
    34. Brian A. Jacob & Lars Lefgren, 2003. "Are Idle Hands the Devil's Workshop? Incapacitation, Concentration, and Juvenile Crime," American Economic Review, American Economic Association, vol. 93(5), pages 1560-1577, December.
    35. Reynolds, Arthur J. & Temple, Judy A. & Ou, Suh-Ruu, 2010. "Preschool education, educational attainment, and crime prevention: Contributions of cognitive and non-cognitive skills," Children and Youth Services Review, Elsevier, vol. 32(8), pages 1054-1063, August.
    36. David Laibson, 2001. "A Cue-Theory of Consumption," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 116(1), pages 81-119.
    37. 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.
    38. Chris Bruegge & Tatyana Deryugina & Erica Myers, 2019. "The Distributional Effects of Building Energy Codes," Journal of the Association of Environmental and Resource Economists, University of Chicago Press, vol. 6(S1), pages 95-127.
    39. Michael Baker & Jonathan Gruber & Kevin Milligan, 2015. "Non-Cognitive Deficits and Young Adult Outcomes: The Long-Run Impacts of a Universal Child Care Program," NBER Working Papers 21571, National Bureau of Economic Research, Inc.
    40. Reyes Jessica Wolpaw, 2007. "Environmental Policy as Social Policy? The Impact of Childhood Lead Exposure on Crime," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 7(1), pages 1-43, October.
    41. O'Flaherty, Brendan & Sethi, Rajiv, 2010. "The racial geography of street vice," Journal of Urban Economics, Elsevier, vol. 67(3), pages 270-286, May.
    42. Jessica Wolpaw Reyes, 2007. "Environmental Policy as Social Policy? The Impact of Childhood Lead Exposure on Crime," NBER Working Papers 13097, National Bureau of Economic Research, Inc.
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    More about this item

    JEL classification:

    • H41 - Public Economics - - Publicly Provided Goods - - - Public Goods
    • Q53 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Air Pollution; Water Pollution; Noise; Hazardous Waste; Solid Waste; Recycling
    • Q54 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Climate; Natural Disasters and their Management; Global Warming

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