Face Masking Violations, Policing, and COVID-19 Death Rates: A Spatial Analysis in New York City ZIP Codes

Literature Cited

• Bandura, A., 2005. The evolution of social cognitive theory. In Great minds in management, ed. K. G. Smith and M. A. Hitt, 9–35. Oxford, UK: Oxford University Press.
   Google Scholar
• Bates, J. 2020. Police departments, sheriffs’ offices across the U.S. grapple with COVID-19’s impact on public safety—And their own. Time, April 2. Accessed March 1, 2021. https://time.com/5812833/coronavirus-police-departments.
   Google Scholar
• Besag, J., J. York, and A. Mollié. 1991. Bayesian image restoration, with two applications in spatial statistics. Annals of the Institute of Statistical Mathematics 43 (1):1–20. doi: https://doi.org/10.1007/BF00116466.
   Web of Science ®Google Scholar
• Chow, N., K. Fleming-Dutra, R. Gierke, A. Hall, M. Hughes, T. Pilishvili, M. Ritchey, K. Roguski, T. Skoff, and E. Ussery, CDC COVID-19 Response Team. 2020. Preliminary estimates of the prevalence of selected underlying health conditions among patients with coronavirus disease 2019—United States, February 12–March 28, 2020. Morbidity and Mortality Weekly Report 69 (13):382–86. doi: https://doi.org/10.15585/mmwr.mm6913e2.
   PubMed Web of Science ®Google Scholar
• Coppersmith, A. 2018. Lost in translation: Persons with limited English proficiency and police interaction in the United States. The Online Supplement to the Northern Illinois University Law Review, Huskie Commons Institutional Repository, Northern Illinois University, DeKalb, IL.
   Google Scholar
• Cordes, J., and M. C. Castro. 2020. Spatial analysis of COVID-19 clusters and contextual factors in New York City. Spatial and Spatio-temporal Epidemiology 34:100355. doi: https://doi.org/10.1016/j.sste.2020.100355.
   PubMed Web of Science ®Google Scholar
• Czeisler, M. É., R. I. Lane, E. Petrosky, J. F. Wiley, A. Christensen, R. Njai, M. D. Weaver, R. Robbins, E. R. Facer-Childs, and L. K. Barger. 2020. Mental health, substance use, and suicidal ideation during the COVID-19 pandemic—United States, June 24–30, 2020. Morbidity and Mortality Weekly Report 69 (32):1049. doi: https://doi.org/10.15585/mmwr.mm6932a1.
   PubMed Web of Science ®Google Scholar
• Do, D. P., and R. Frank. 2021. Unequal burdens: Assessing the determinants of elevated COVID-19 case and death rates in New York City’s racial/ethnic minority neighbourhoods. Journal of Epidemiology and Community Health 75 (4):321–26. doi: https://doi.org/10.1136/jech-2020-215280.
   Web of Science ®Google Scholar
• Dunbar, A., and N. E. Jones. 2021. Race, police, and the pandemic: Considering the role of race in public health policing. Ethnic and Racial Studies 44 (5):773–810. doi: https://doi.org/10.1080/01419870.2020.1851381.
   Web of Science ®Google Scholar
• Feng, S., C. Shen, N. Xia, W. Song, M. Fan, and B. J. Cowling. 2020. Rational use of face masks in the COVID-19 pandemic. The Lancet Respiratory Medicine 8 (5):434–36. doi: https://doi.org/10.1016/S2213-2600(20)30134-X.
   PubMed Web of Science ®Google Scholar
• Fotheringham, A. S., and D. W. Wong. 1991. The modifiable areal unit problem in multivariate statistical analysis. Environment and Planning A: Economy and Space 23 (7):1025–44. doi: https://doi.org/10.1068/a231025.
   Web of Science ®Google Scholar
• Gelman, A., J. Fagan, and A. Kiss. 2007. An analysis of the New York City Police Department’s “stop-and-frisk” policy in the context of claims of racial bias. Journal of the American Statistical Association 102 (479):813–23. doi: https://doi.org/10.1198/016214506000001040.
   Web of Science ®Google Scholar
• Goldberg, N., and J. Annese. Black New Yorkers account for 35 of 40 social distancing arrests in Brooklyn, DA says. New York Daily News, May 7. Accessed May 7, 2020. https://www.nydailynews.com/coronavirus/ny-coronavirus-brooklyn-race-breakdown-social-distancing-arrests-20200508-tjdpe2pubrf5vhickiqwefgeqa-story.html.
   Google Scholar
• Golub, A., B. D. Johnson, and E. Dunlap. 2007. The race/ethnicity disparity in misdemeanor marijuana arrests in New York City. Criminology & Public Policy 6 (1):131–64. doi: https://doi.org/10.1111/j.1745-9133.2007.00426.x.
   PubMedGoogle Scholar
• Goodchild, M. F., and R. P. Haining. 2004. GIS and spatial data analysis: Converging perspectives. Papers in Regional Science 83 (1):363–85. doi: https://doi.org/10.1007/s10110-003-0190-y.
   Web of Science ®Google Scholar
• Greenhalgh, T., M. B. Schmid, T. Czypionka, D. Bassler, and L. Gruer. 2020. Face masks for the public during the COVID-19 crisis. BMJ 369. doi: https://doi.org/10.1136/bmj.m1435.
   Web of Science ®Google Scholar
• Hagger, M. S., D. K. C. Chan, C. Protogerou, and N. L. D. Chatzisarantis. 2016. Using meta-analytic path analysis to test theoretical predictions in health behavior: An illustration based on meta-analyses of the theory of planned behavior. Preventive Medicine 89:154–61. doi: https://doi.org/10.1016/j.ypmed.2016.05.020.
   PubMed Web of Science ®Google Scholar
• Jennings, W. G., and N. M. Perez. 2020. The immediate impact of COVID-19 on law enforcement in the United States. American Journal of Criminal Justice 45 (4):690–701. doi: https://doi.org/10.1007/s12103-020-09536-2.
   PubMed Web of Science ®Google Scholar
• Kecinski, M., K. D. Messer, B. R. McFadden, and T. Malone. 2020. Environmental and regulatory concerns during the COVID-19 pandemic: Results from the pandemic food and stigma survey. Environmental and Resource Economics 76 (4):1139–48. doi: https://doi.org/10.1007/s10640-020-00438-9.
   PubMed Web of Science ®Google Scholar
• Kramer, M. 2020. MTA to impose $50 fines for not wearing face coverings on mass transit. CBS New York, September 10. Accessed September 10, 2020. https://newyork.cbslocal.com/2020/09/10/mta-face-covering-fine/.
   Google Scholar
• The Legal Aid Society. 2020. Racial disparities in NYPD’s COVID-19 policing: Unequal enforcement of 311 social distancing calls 2020. Accessed October 15, 2020. https://legalaidnyc.org/wp-content/uploads/2020/05/LAS_Racial-Disparities-in-NYPDs-COVID-19-Policing_5.20.20_5PM_FINAL.pdf.
   Google Scholar
• Lyu, W., and G. L. Wehby. 2020. Community use of face masks and COVID-19: Evidence from a natural experiment of state mandates in the U.S. Study examines impact on COVID-19 growth rates associated with state government mandates requiring face mask use in public. Health Affairs 39 (8):1419–25. doi: https://doi.org/10.1377/hlthaff.2020.00818.
   PubMed Web of Science ®Google Scholar
• Margolin, J. 2020. White supremacists encouraging their members to spread coronavirus to cops, Jews, FBI says. ABC News, March 23. Accessed October 15, 2020. https://newyork.cbslocal.com/2020/09/10/mta-face-covering-fine/.
   Google Scholar
• Markowitz, A. 2020. State-by-state guide to face masks requirements. Accessed March 1, 2021. https://www.aarp.org/health/healthy-living/info-2020/states-mask-mandates-coronavirus.html.
   Google Scholar
• Meischke, H., D. Chavez, S. Bradley, T. Rea, and M. Eisenberg. 2010. Emergency communications with limited-English-proficiency populations. Prehospital Emergency Care 14 (2):265–71. doi: https://doi.org/10.3109/10903120903524948.
   PubMed Web of Science ®Google Scholar
• New York City Open Data Team. 2020. NYC open data. New York: City of New York.
   Google Scholar
• New York State. 2020. Enforcement of social distancing measures. Accessed October 15, 2020. https://regs.health.ny.gov/sites/default/files/pdf/emergency_regulations/Enforcement%20of%20Social%20Distancing%20Measures_0.pdf.
   Google Scholar
• Openshaw, S. 1983. The modifiable areal unit problem. Norwich, UK: GeoBooks.
   Google Scholar
• Richards, E. P., K. C. Rathbun, C. S. Brito, and A. Luna. 2006. The role of law enforcement in public health emergencies: Special considerations for an all-hazards approach. https://www.ncjrs.gov/pdffiles1/bja/214333.pdf.
   Google Scholar
• Rue, H., S. Martino, and N. Chopin. 2009. Approximate Bayesian inference for latent Gaussian models by using integrated nested Laplace approximations. Journal of the Royal Statistical Society: Series B (Statistical Methodology) 71 (2):319–92. doi: https://doi.org/10.1111/j.1467-9868.2008.00700.x.
   Web of Science ®Google Scholar
• Sher, L. 2020. The impact of the COVID-19 pandemic on suicide rates. QJM: An International Journal of Medicine 113 (10):707–12. doi: https://doi.org/10.1093/qjmed/hcaa202.
   PubMed Web of Science ®Google Scholar
• Spiegelhalter, D. J., N. G. Best, B. P. Carlin, and A. Van Der Linde. 2002. Bayesian measures of model complexity and fit. Journal of the Royal Statistical Society: Series B (Statistical Methodology) 64 (4):583–639. doi: https://doi.org/10.1111/1467-9868.00353.
   Web of Science ®Google Scholar
• Sun, F., S. A. Matthews, T.-C. Yang, and M.-H. Hu. 2020. A spatial analysis of the COVID-19 period prevalence in U.S. counties through June 28, 2020: Where geography matters? Annals of Epidemiology 52:54–59. doi: https://doi.org/10.1016/j.annepidem.2020.07.014.
   PubMed Web of Science ®Google Scholar
• Ver Hoef, J. M., E. E. Peterson, M. B. Hooten, E. M. Hanks, and M. J. Fortin. 2018. Spatial autoregressive models for statistical inference from ecological data. Ecological Monographs 88 (1):36–59. doi: https://doi.org/10.1002/ecm.1283.
   Web of Science ®Google Scholar
• Xiao, J., E. Y. Shiu, H. Gao, J. Y. Wong, M. W. Fong, S. Ryu, and B. J. Cowling. 2020. Nonpharmaceutical measures for pandemic influenza in nonhealthcare settings—Personal protective and environmental measures. Emerging Infectious Diseases 26 (5):967–75. doi: https://doi.org/10.3201/eid2605.190994.
   PubMed Web of Science ®Google Scholar