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COVID-19 and visitation to Central Park, New York City

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  • Weizhe Weng
  • Lingxiao Yan
  • Kevin J Boyle
  • George Parsons

Abstract

Central Park is an iconic feature of New York City, which was the first and one of the hardest hit cities in the United States by the Coronavirus. State-level stay-at-home order, raising COVID-19 cases, as well as the public’s personal concerns regarding exposure to the virus, led to a significant reduction of Central Park visitation. We utilized extensive cellphone tracking data to conduct one of the pioneering empirical studies assessing the economic impact of COVID-19 on urban parks. We integrated the difference-in-difference (DID) design with the recreation-demand model. The DID design aids in identifying the causal impacts, controlling for unobservable factors that might confound the treatment effects of interest. Concurrently, the recreational demand model examines the driving factors of visitation changes and enables us to estimate the welfare changes experienced by New York City’s residents. Our findings shine a light on the substantial, yet often overlooked, welfare loss triggered by the pandemic. The analysis indicates that the pandemic resulted in a 94% reduction in visitation, corresponding to an annual consumer surplus loss of $450 million. We noted a rebound in visitation following the initial outbreak, influenced by shifts in government policy, weather conditions, holiday periods, and personal characteristics.

Suggested Citation

  • Weizhe Weng & Lingxiao Yan & Kevin J Boyle & George Parsons, 2023. "COVID-19 and visitation to Central Park, New York City," PLOS ONE, Public Library of Science, vol. 18(9), pages 1-15, September.
    • Handle: RePEc:plo:pone00:0290713
    DOI: 10.1371/journal.pone.0290713
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    References listed on IDEAS

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    1. Allcott, Hunt & Boxell, Levi & Conway, Jacob & Gentzkow, Matthew & Thaler, Michael & Yang, David, 2020. "Polarization and public health: Partisan differences in social distancing during the coronavirus pandemic," Journal of Public Economics, Elsevier, vol. 191(C).
    2. Serina Chang & Emma Pierson & Pang Wei Koh & Jaline Gerardin & Beth Redbird & David Grusky & Jure Leskovec, 2021. "Mobility network models of COVID-19 explain inequities and inform reopening," Nature, Nature, vol. 589(7840), pages 82-87, January.
    3. Chotikapanich, Duangkamon & Griffiths, William E., 1998. "Carnarvon Gorge: a comment on the sensitivity of consumer surplus estimation," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 42(3), pages 1-13.
    4. Abinash Bharali & Ritwik Mazumder, 2012. "Application Of Travel Cost Method To Assess The Pricing Policy Of Public Parks: The Case Of Kaziranga National Park," Journal of Regional Development and Planning, Rajarshi Majumder, vol. 1(1), pages 41-50.
    5. Joerg Luedicke, 2022. "Difference-in-differences estimation using Stata," German Stata Users' Group Meetings 2022 06, Stata Users Group.
    6. Michael D. Bowes & John B. Loomis, 1980. "A Note on the Use of Travel Cost Models with Unequal Zonal Populations," Land Economics, University of Wisconsin Press, vol. 56(4), pages 465-470.
    7. John A. Kupfer & Zhenlong Li & Huan Ning & Xiao Huang, 2021. "Using Mobile Device Data to Track the Effects of the COVID-19 Pandemic on Spatiotemporal Patterns of National Park Visitation," Sustainability, MDPI, vol. 13(16), pages 1-16, August.
    8. Jonathan Jay & Jacob Bor & Elaine O. Nsoesie & Sarah K. Lipson & David K. Jones & Sandro Galea & Julia Raifman, 2020. "Neighbourhood income and physical distancing during the COVID-19 pandemic in the United States," Nature Human Behaviour, Nature, vol. 4(12), pages 1294-1302, December.
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