IDEAS home Printed from https://ideas.repec.org/a/zbw/espost/290421.html
   My bibliography  Save this article

Weather and Crime—Cautious evidence from South Africa

Author

Listed:
  • Ankel-Peters, Jörg
  • Bruederle, Anna
  • Roberts, Gareth

Abstract

South Africa has one of the highest crime rates in the world. This paper examines the effect of weather shocks on various types of crime. Using a 12-year panel data set at a monthly resolution on the police ward level, we observe a short-term effect of temperatures on violent crime. Furthermore, we find evidence for the medium-term effect of weather on crime via droughts. Yet, effect sizes are subtle in both cases and we also emphasize often neglected but well-documented limitations to the interpretability of weather data and weather-induced mechanisms. Recognizing these limitations, we conclude with a cautious interpretation of our findings to inform police deployment strategies.

Suggested Citation

  • Ankel-Peters, Jörg & Bruederle, Anna & Roberts, Gareth, 2022. "Weather and Crime—Cautious evidence from South Africa," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 3(1), pages 1-22.
  • Handle: RePEc:zbw:espost:290421
    DOI: 10.1093/qopen/qoac033
    as

    Download full text from publisher

    File URL: https://www.econstor.eu/bitstream/10419/290421/1/Peters-2022-Weather-and-Crime.pdf
    Download Restriction: no

    File URL: https://libkey.io/10.1093/qopen/qoac033?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
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. 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.
    2. Garret Christensen & Edward Miguel, 2018. "Transparency, Reproducibility, and the Credibility of Economics Research," Journal of Economic Literature, American Economic Association, vol. 56(3), pages 920-980, September.
    3. 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.
    4. 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).
    5. Haroon Bhorat & Adaiah Lilenstein & Jabulile Monnakgotla & Amy Thornton, 2017. "The Socio-Economic Determinants of Crime in South Africa: An Empirical Assessment," Working Papers 201704, University of Cape Town, Development Policy Research Unit.
    6. Conley, Timothy G. & Molinari, Francesca, 2007. "Spatial correlation robust inference with errors in location or distance," Journal of Econometrics, Elsevier, vol. 140(1), pages 76-96, September.
    7. Mariaflavia Harari & Eliana La Ferrara, 2018. "Conflict, Climate, and Cells: A Disaggregated Analysis," The Review of Economics and Statistics, MIT Press, vol. 100(4), pages 594-608, October.
    8. Baysan, Ceren & Burke, Marshall & González, Felipe & Hsiang, Solomon & Miguel, Edward, 2019. "Non-economic factors in violence: Evidence from organized crime, suicides and climate in Mexico," Journal of Economic Behavior & Organization, Elsevier, vol. 168(C), pages 434-452.
    9. Hodler, Roland & Raschky, Paul A., 2014. "Economic shocks and civil conflict at the regional level," Economics Letters, Elsevier, vol. 124(3), pages 530-533.
    10. Anthony Braga & Andrew Papachristos & David Hureau, 2012. "Hot spots policing effects on crime," Campbell Systematic Reviews, John Wiley & Sons, vol. 8(1), pages 1-96.
    11. E. Somanathan & Rohini Somanathan & Anant Sudarshan & Meenu Tewari, 2021. "The Impact of Temperature on Productivity and Labor Supply: Evidence from Indian Manufacturing," Journal of Political Economy, University of Chicago Press, vol. 129(6), pages 1797-1827.
    12. Soares, Rodrigo R., 2006. "The welfare cost of violence across countries," Journal of Health Economics, Elsevier, vol. 25(5), pages 821-846, September.
    13. Sarah A. Janzen & Jeffrey D. Michler, 2021. "Ulysses' pact or Ulysses' raft: Using pre‐analysis plans in experimental and nonexperimental research," Applied Economic Perspectives and Policy, John Wiley & Sons, vol. 43(4), pages 1286-1304, December.
    14. 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).
    15. Anthony Heyes & Soodeh Saberian, 2019. "Temperature and Decisions: Evidence from 207,000 Court Cases," American Economic Journal: Applied Economics, American Economic Association, vol. 11(2), pages 238-265, April.
    16. Marshall Burke & Solomon M. Hsiang & Edward Miguel, 2015. "Climate and Conflict," Annual Review of Economics, Annual Reviews, vol. 7(1), pages 577-617, August.
    17. Aaron Chalfin & Justin McCrary, 2017. "Criminal Deterrence: A Review of the Literature," Journal of Economic Literature, American Economic Association, vol. 55(1), pages 5-48, March.
    18. Cortés, Darwin & Santamaría, Julieth & Vargas, Juan F., 2016. "Economic shocks and crime: Evidence from the crash of Ponzi schemes," Journal of Economic Behavior & Organization, Elsevier, vol. 131(PA), pages 263-275.
    19. Burlig, Fiona, 2018. "Improving transparency in observational social science research: A pre-analysis plan approach," Economics Letters, Elsevier, vol. 168(C), pages 56-60.
    20. Cohen, Francois & Gonzalez, Fidel, 2018. "Understanding Interpersonal Violence: the Impact of Temperatures in Mexico," INET Oxford Working Papers 2018-01, Institute for New Economic Thinking at the Oxford Martin School, University of Oxford.
    21. 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.
    22. Ceren Baysan & Marshall Burke & Felipe González & Solomon Hsiang & Edward Miguel, 2018. "Economic and Non-Economic Factors in Violence: Evidence from Organized Crime, Suicides and Climate in Mexico," NBER Working Papers 24897, National Bureau of Economic Research, Inc.
    23. Manea, Roxana Elena & Piraino, Patrizio & Viarengo, Martina, 2023. "Crime, inequality and subsidized housing: Evidence from South Africa," World Development, Elsevier, vol. 168(C).
    24. Morgan Kelly, 2000. "Inequality And Crime," The Review of Economics and Statistics, MIT Press, vol. 82(4), pages 530-539, November.
    25. Grabrucker, Katharina & Grimm, Michael, 2018. "Does crime deter South Africans from self-employment?," Journal of Comparative Economics, Elsevier, vol. 46(2), pages 413-435.
    26. Erik Alda & Jose Cuesta, 2011. "A comprehensive estimation of costs of crime in South Africa and its implications for effective policy making," Journal of International Development, John Wiley & Sons, Ltd., vol. 23(7), pages 926-935, October.
    27. Demombynes, Gabriel & Ozler, Berk, 2005. "Crime and local inequality in South Africa," Journal of Development Economics, Elsevier, vol. 76(2), pages 265-292, April.
    28. Ranson, Matthew, 2014. "Crime, weather, and climate change," Journal of Environmental Economics and Management, Elsevier, vol. 67(3), pages 274-302.
    29. Maximilian Kotz & Anders Levermann & Leonie Wenz, 2022. "The effect of rainfall changes on economic production," Nature, Nature, vol. 601(7892), pages 223-227, January.
    30. David S. Blakeslee & Ram Fishman, 2018. "Weather Shocks, Agriculture, and Crime: Evidence from India," Journal of Human Resources, University of Wisconsin Press, vol. 53(3), pages 750-782.
    31. Blakeslee, David & Chaurey, Ritam & Fishman, Ram & Malghan, Deepak & Malik, Samreen, 2021. "In the heat of the moment: Economic and non-economic drivers of the weather-crime relationship," Journal of Economic Behavior & Organization, Elsevier, vol. 192(C), pages 832-856.
    32. Maximilian Auffhammer & Solomon M. Hsiang & Wolfram Schlenker & Adam Sobel, 2013. "Using Weather Data and Climate Model Output in Economic Analyses of Climate Change," Review of Environmental Economics and Policy, Association of Environmental and Resource Economists, vol. 7(2), pages 181-198, July.
    33. Ryo Takahashi, 2017. "Climate, Crime, And Suicide: Empirical Evidence From Japan," Climate Change Economics (CCE), World Scientific Publishing Co. Pte. Ltd., vol. 8(01), pages 1-14, February.
    34. Maximilian Auffhammer & V. Ramanathan & Jeffrey Vincent, 2012. "Climate change, the monsoon, and rice yield in India," Climatic Change, Springer, vol. 111(2), pages 411-424, March.
    35. Edward Miguel, 2005. "Poverty and Witch Killing," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 72(4), pages 1153-1172.
    36. Conley, T. G., 1999. "GMM estimation with cross sectional dependence," Journal of Econometrics, Elsevier, vol. 92(1), pages 1-45, September.
    37. Edward Miguel & Shanker Satyanath & Ernest Sergenti, 2004. "Economic Shocks and Civil Conflict: An Instrumental Variables Approach," Journal of Political Economy, University of Chicago Press, vol. 112(4), pages 725-753, August.
    Full references (including those not matched with items on IDEAS)

    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. 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.
    2. Blakeslee, David & Chaurey, Ritam & Fishman, Ram & Malghan, Deepak & Malik, Samreen, 2021. "In the heat of the moment: Economic and non-economic drivers of the weather-crime relationship," Journal of Economic Behavior & Organization, Elsevier, vol. 192(C), pages 832-856.
    3. Ishak, Phoebe W., 2022. "Murder nature: Weather and violent crime in rural Brazil," World Development, Elsevier, vol. 157(C).
    4. Ishak, Phoebe W., 2021. "Murder nature weather and violent crime in Brazil," Discussion Papers 2021/2, Free University Berlin, School of Business & Economics.
    5. Ceren Baysan & Marshall Burke & Felipe González & Solomon Hsiang & Edward Miguel, 2018. "Economic and Non-Economic Factors in Violence: Evidence from Organized Crime, Suicides and Climate in Mexico," NBER Working Papers 24897, National Bureau of Economic Research, Inc.
    6. Garg, Teevrat & McCord, Gordon C. & Montfort, Aleister, 2020. "Can Social Protection Reduce Environmental Damages?," IZA Discussion Papers 13247, Institute of Labor Economics (IZA).
    7. Baysan, Ceren & Burke, Marshall & González, Felipe & Hsiang, Solomon & Miguel, Edward, 2019. "Non-economic factors in violence: Evidence from organized crime, suicides and climate in Mexico," Journal of Economic Behavior & Organization, Elsevier, vol. 168(C), pages 434-452.
    8. Cohen, Francois & Gonzalez, Fidel, 2018. "Understanding Interpersonal Violence: the Impact of Temperatures in Mexico," INET Oxford Working Papers 2018-01, Institute for New Economic Thinking at the Oxford Martin School, University of Oxford.
    9. Sefa Awaworyi Churchill & Russell Smyth & Trong‐Anh Trinh, 2023. "Crime, Weather and Climate Change in Australia," The Economic Record, The Economic Society of Australia, vol. 99(324), pages 84-107, March.
    10. Marshall Burke & Solomon M. Hsiang & Edward Miguel, 2015. "Climate and Conflict," Annual Review of Economics, Annual Reviews, vol. 7(1), pages 577-617, August.
    11. Richard Akresh, 2016. "Climate Change, Conflict, and Children," HiCN Working Papers 221, Households in Conflict Network.
    12. Kahori Ishibashi & Ryo Takahashi, 2024. "Too“hot”to recognize her rights: The impact of climate change on attitude toward gender equality," Working Papers 2310, Waseda University, Faculty of Political Science and Economics.
    13. Ayesh, Abubakr, 2023. "Burned agricultural biomass, air pollution and crime," Journal of Environmental Economics and Management, Elsevier, vol. 122(C).
    14. Krause, Jan S. & Brandt, Gerrit & Schmidt, Ulrich & Schunk, Daniel, 2023. "Don’t sweat it: Ambient temperature does not affect social behavior and perception," Journal of Economic Psychology, Elsevier, vol. 99(C).
    15. Singh, Tejendra Pratap & Visaria, Sujata, 2021. "Up in the Air: Air Pollution and Crime – Evidence from India," SocArXiv hs4xj, Center for Open Science.
    16. Eoin McGuirk & Marshall Burke, 2020. "The Economic Origins of Conflict in Africa," Journal of Political Economy, University of Chicago Press, vol. 128(10), pages 3940-3997.
    17. 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.
    18. repec:lic:licosd:39117 is not listed on IDEAS
    19. Papaioannou, Kostadis J. & de Haas, Michiel, 2017. "Weather Shocks and Agricultural Commercialization in Colonial Tropical Africa: Did Cash Crops Alleviate Social Distress?," World Development, Elsevier, vol. 94(C), pages 346-365.
    20. Carpena, Fenella, 2019. "How do droughts impact household food consumption and nutritional intake? A study of rural India," World Development, Elsevier, vol. 122(C), pages 349-369.
    21. Huang, Yi & Li, Yanjun, 2023. "Labor activism over searing heat," Journal of Environmental Economics and Management, Elsevier, vol. 122(C).

    More about this item

    Keywords

    South Africa; Weather; Crime; Income shocks;
    All these keywords.

    JEL classification:

    • C33 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Models with Panel Data; Spatio-temporal Models
    • O55 - Economic Development, Innovation, Technological Change, and Growth - - Economywide Country Studies - - - Africa
    • Q54 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Climate; Natural Disasters and their Management; Global Warming
    • R11 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General Regional Economics - - - Regional Economic Activity: Growth, Development, Environmental Issues, and Changes

    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:zbw:espost:290421. 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: ZBW - Leibniz Information Centre for Economics (email available below). General contact details of provider: https://edirc.repec.org/data/zbwkide.html .

    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.