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Property Crime during the COVID-19 Pandemic: A comparison of recorded offence rates and dynamic forecasts (ARIMA) for March 2020 in Queensland, Australia

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  • Payne, Jason Leslie

    (Australian National University)

  • Morgan, Anthony

Abstract

At the time of writing, there was 3.4 million confirmed cases of COVID-19 and more than 300,000 deaths worldwide. Not since the Spanish Flu in 1918 has the world experienced such a widespread pandemic and this has motivated many countries across globe to take unprecedented actions in an effort to curb the spread and impact of the SARS-CoV-2 virus. Among these government and regulatory interventions includes stringent domestic and international travel restrictions as well as a raft of stay-at-home and social distancing regulations. The scale of these containment measures has left criminologists wondering what impact this will have on crime in both the short- and long-term. In this study, we examine officially recorded property crime rates for March, 2020, as reported for the state of Queensland, Australia. We use ARIMA modeling techniques to compute six-month-ahead forecasts of property damage, shop theft, other theft, burglary, fraud, and motor vehicle theft rates and then compare these forecasts (and their 95% confidence intervals) with the observed data for March 2020. We conclude that the observed rates of reported property offending across Queensland were significantly lower than expected for shop theft, other theft and credit-card fraud but statistically unchanged for property damage, burglary, and motor-vehicle theft.

Suggested Citation

  • Payne, Jason Leslie & Morgan, Anthony, 2020. "Property Crime during the COVID-19 Pandemic: A comparison of recorded offence rates and dynamic forecasts (ARIMA) for March 2020 in Queensland, Australia," SocArXiv de9nc, Center for Open Science.
    • Handle: RePEc:osf:socarx:de9nc
    DOI: 10.31219/osf.io/de9nc
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    References listed on IDEAS

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    1. Mohler, George & Bertozzi, Andrea L. & Carter, Jeremy & Short, Martin B. & Sledge, Daniel & Tita, George E. & Uchida, Craig D. & Brantingham, P. Jeffrey, 2020. "Impact of social distancing during COVID-19 pandemic on crime in Los Angeles and Indianapolis," Journal of Criminal Justice, Elsevier, vol. 68(C).
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    Cited by:

    1. Lydia Cheung & Philip Gunby, 2022. "Crime and mobility during the COVID-19 lockdown: a preliminary empirical exploration," New Zealand Economic Papers, Taylor & Francis Journals, vol. 56(1), pages 106-113, January.
    2. Gian Maria Campedelli & Serena Favarin & Alberto Aziani & Alex R. Piquero, 2020. "Disentangling Community-level Changes in Crime Trends During the COVID-19 Pandemic in Chicago," Papers 2011.05658, arXiv.org.
    3. Langton, Samuel & Farrell, Graham & Dixon, Anthony, 2020. "Six Months In: Pandemic Crime Trends in England and Wales," SocArXiv t7ne8, Center for Open Science.
    4. Roee Sarel, 2022. "Crime and punishment in times of pandemics," European Journal of Law and Economics, Springer, vol. 54(2), pages 155-186, October.
    5. Lydia Cheung & Philip Gunby, 2023. "The Initial and Dynamic Effects of the COVID-19 Pandemic on Crime in New Zealand," Working Papers in Economics 23/03, University of Canterbury, Department of Economics and Finance.
    6. Langton, Samuel & Farrell, Graham & Dixon, Anthony, 2020. "Six Months In: Pandemic Crime Trends in England and Wales," SocArXiv t7ne8_v1, Center for Open Science.
    7. Ejrnæs, Anders & Scherg, Rune H., 2022. "Nightlife activity and crime: The impact of COVID-19 related nightlife restrictions on violent crime," Journal of Criminal Justice, Elsevier, vol. 79(C).

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