Staggered Health Policy Adoption: Spillover Effects and Their Implications

Published Online:https://doi.org/10.1287/mnsc.2023.01033

References

  • Abadie A, Diamond A, Hainmueller J (2010) Synthetic control methods for comparative case studies: Estimating the effect of California’s tobacco control program. J. Amer. Statist. Assoc. 105(490):493–505.CrossrefGoogle Scholar
  • Adda J (2016) Economic activity and the spread of viral diseases: Evidence from high frequency data. Quart. J. Econom. 131(2):891–941.CrossrefGoogle Scholar
  • Avery C, Bossert W, Clark A, Ellison G, Ellison SF (2020) An Economist’s guide to epidemiology models of infectious disease. J. Econom. Perspect. 34(4):79–104.CrossrefGoogle Scholar
  • Baicker K (2005) The spillover effects of state spending. J. Public Econom. 89(2–3):529–544.CrossrefGoogle Scholar
  • Beck T, Wagner W (2020) National containment policies and international cooperation. Preprint, submitted April 27, http://dx.doi.org/10.2139/ssrn.3586638.Google Scholar
  • Berry CR, Fowler A, Glazer T, Handel-Meyer S, MacMillen A (2021) Evaluating the effects of shelter-in-place policies during the COVID-19 pandemic. Proc. Natl. Acad. Sci. USA 118(15):e2019706118.CrossrefGoogle Scholar
  • Bethune ZA, Korinek A (2020) Covid-19 infection externalities: Trading off lives vs. livelihoods. NBER Working Paper No. 27009, National Bureau of Economic Research, Cambridge, MA.Google Scholar
  • Blattman C, Green D, Ortega D, Tobón S (2021) Place-based interventions at scale: The direct and spillover effects of policing and city services on crime. J. Eur. Econom. Assoc. 19(4):2022–2051.CrossrefGoogle Scholar
  • Brodeur A, Gray DM, Islam A, Bhuiyan S (2021) A literature review of the economics of COVID-19. J. Econom. Surveys 35(2):1007–1044.CrossrefGoogle Scholar
  • Bursztyn L, Rao A, Roth CP, Yanagizawa-Drott DH (2020) Misinformation during a pandemic. NBER Working Paper No. 27417, National Bureau of Economic Research, Cambridge, MA.Google Scholar
  • Cao J, Dowd C (2019) Estimation and inference for synthetic control methods with spillover effects. Preprint, submitted February 19, https://arxiv.org/abs/1902.07343.Google Scholar
  • Card D, Krueger AB (1994) Minimum wages and employment: A case study of the fast-food industry in New Jersey and Pennsylvania. Amer. Econom. Rev. 84(4):772.Google Scholar
  • Cengiz D, Dube A, Lindner A, Zipperer B (2019) The effect of minimum wages on low-wage jobs. Quart. J. Econom. 134(3):1405–1454.CrossrefGoogle Scholar
  • Chandrasekhar AG, Goldsmith-Pinkham P, Jackson MO, Thau S (2021) Interacting regional policies in containing a disease. Proc. Natl. Acad. Sci. USA 118(19):e2021520118.CrossrefGoogle Scholar
  • Chang S, Vrabac D, Leskovec J, Ugander J (2022) Estimating geographic spillover effects of COVID-19 policies from large-scale mobility networks. Preprint, submitted December 12, https://doi.org/10.48550/arXiv.2212.06224.Google Scholar
  • Couture V, Dingel JI, Green A, Handbury J, Williams KR (2021) Measuring movement and social contact with smartphone data: A real-time application to COVID-19. J. Urban Econom. 127:103328.CrossrefGoogle Scholar
  • Crucini MJ, O’Flaherty O (2021) State-by-state decisions on shutdowns minimize COVID’s economic impact. Technical report, The Vanderbilt Project on Unity and Democracy, Vanderbilt University, Nashville, TN.Google Scholar
  • Cui Z, Heal G, Kunreuther H (2020) Covid-19, shelter-in place strategies and tipping. NBER Working Paper No. 27124, National Bureau of Economic Research, Cambridge, MA.Google Scholar
  • Dube A, Lester TW, Reich M (2010) Minimum wage effects across state borders: Estimates using contiguous counties. Rev. Econom. Statist. 92(4):945–964.CrossrefGoogle Scholar
  • Eichenbaum MS, Rebelo S, Trabandt M (2021) The macroeconomics of epidemics. Rev. Financial Stud. 34(11):5149–5187.CrossrefGoogle Scholar
  • Fauci A (2020) Interview by Anna Rothschild and Jake Arlow, July 9. PODCAST-19. https://fivethirtyeight.com/features/dr-fauci-partisanship-has-made-it-more-difficult-to-suppress-covid-19/.Google Scholar
  • Galletta S (2017) Law enforcement, municipal budgets and spillover effects: Evidence from a quasi-experiment in Italy. J. Urban Econom. 101:90–105.CrossrefGoogle Scholar
  • Gardner J (2022) Two-stage differences in differences. Preprint, submitted July 13, https://arxiv.org/abs/2207.05943.Google Scholar
  • Goodman-Bacon A (2021) Difference-in-differences with variation in treatment timing. J. Econometrics 225(2):254–277.CrossrefGoogle Scholar
  • Goolsbee A, Syverson C (2021) Fear, lockdown, and diversion: Comparing drivers of pandemic economic decline 2020. J. Public Econom. 193:104311.CrossrefGoogle Scholar
  • Gupta S, Simon KI, Wing C (2020) Mandated and voluntary social distancing during the covid-19 epidemic: A review. NBER Working Paper No. 28139, National Bureau of Economic Research, Cambridge, MA.Google Scholar
  • Hanson A, Rohlin S (2013) Do spatially targeted redevelopment programs spillover? Regional Sci. Urban Econom. 43(1):86–100.CrossrefGoogle Scholar
  • Harapan H, Itoh N, Yufika A, Winardi W, Keam S, Te H, Megawati D, Hayati Z, Wagner AL, Mudatsir M (2020) Coronavirus disease 2019 (COVID-19): A literature review. J. Infection Public Health 13(5):667–673.CrossrefGoogle Scholar
  • Holmes TJ (1998) The effect of state policies on the location of manufacturing: Evidence from state borders. J. Political Econom. 106(4):667–705.CrossrefGoogle Scholar
  • Holtz D, Zhao M, Benzell SG, Cao CY, Rahimian MA, Yang J, Allen J, et al. (2020) Interdependence and the cost of uncoordinated responses to COVID-19. Proc. Natl. Acad. Sci. USA 117(33):19837–19843.CrossrefGoogle Scholar
  • Huang RR (2008) Evaluating the real effect of bank branching deregulation: Comparing contiguous counties across US state borders. J. Financial Econom. 87(3):678–705.CrossrefGoogle Scholar
  • Isen A (2014) Do local government fiscal spillovers exist? Evidence from counties, municipalities, and school districts. J. Public Econom. 110:57–73.CrossrefGoogle Scholar
  • Kalenkoski CM, Lacombe DJ (2013) Minimum wages and teen employment: A spatial panel approach. Papers Regional Sci. 92(2):407–417.CrossrefGoogle Scholar
  • Killeen BD, Wu JY, Shah K, Zapaishchykova A, Nikutta P, Tamhane A, Chakraborty S, et al. (2020) A county-level dataset for informing the United States’ response to COVID-19. Preprint, submitted April 1, https://arxiv.org/abs/2004.00756.Google Scholar
  • Kline P, Moretti E (2014) Local economic development, agglomeration economies, and the big push: 100 years of evidence from the Tennessee Valley Authority. Quart. J. Econom. 129(1):275–331.CrossrefGoogle Scholar
  • Lin Z, Meissner CM (2020) Health vs. wealth? Public health policies and the economy during Covid-19. NBER Working Paper No. 27099, National Bureau of Economic Research, Cambridge, MA.Google Scholar
  • Loewenthal G, Abadi S, Avram O, Halabi K, Ecker N, Nagar N, Mayrose I, Pupko T (2020) COVID-19 pandemic-related lockdown: Response time is more important than its strictness. EMBO Molecular Medicine 12(11):e13171.CrossrefGoogle Scholar
  • Murray T (2021) Stay-at-home orders, mobility patterns, and spread of COVID-19. Amer. J. Public Health 111(6):1149–1156.CrossrefGoogle Scholar
  • Neumark D, Kolko J (2010) Do enterprise zones create jobs? Evidence from California’s enterprise zone program. J. Urban Econom. 68(1):1–19.CrossrefGoogle Scholar
  • OECD (2020) The territorial impact of COVID-19: Managing the crisis across levels of government. Technical report, OECD Publishing, Paris.Google Scholar
  • Pew Research Center (2019) For local news, Americans embrace digital but still want strong community connection. Report, Pew Research Center, Washington, DC.Google Scholar
  • Roth J, Sant’Anna PHC, Bilinski A, Poe J (2023) What’s trending in difference-in-differences? A synthesis of the recent econometrics literature. J. Econometrics 235(2):2218–2244.CrossrefGoogle Scholar
  • Shi W, Qiu Y, Yu P, Xi C (2022) Optimal travel restrictions in epidemics. IZA Discussion Paper No. 15290, IZA, Bonn, Germany.Google Scholar
  • Wing C, Freedman SM, Hollingsworth A (2024) Stacked difference-in-differences. NBER Working Paper No. 32054, National Bureau of Economic Research, Cambridge, MA.Google Scholar
  • Zhao M, Holtz D, Aral S (2021) Interdependent program evaluation: Geographic and social spillovers in COVID-19 closures and reopenings in the United States. Sci. Adv. 7(31):eabe7733.CrossrefGoogle Scholar
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