COVID-19 and Urban Futures: Impacts on Business Closures in Miami-Dade County

References

• Agarwal, R., and M. Gort. 2002. Firm and product life cycles and firm survival. American Economic Review 92 (2):184–90. doi: 10.1257/000282802320189221.
   Web of Science ®Google Scholar
• Aloi, A., B. Alonso, J. Benavente, R. Cordera, E. Echániz, F. González, C. Ladisa, R. Lezama-Romanelli, Á. López-Parra, V. Mazzei, et al. 2020. Effects of the COVID-19 lockdown on urban mobility: Empirical evidence from the city of Santander (Spain). Sustainability 12 (9):3870. doi: 10.3390/su12093870.
   Web of Science ®Google Scholar
• American Public Transportation Association (APTA). 2021. Public transportation ridership report first quarter 2021. Washington, DC: American Public Transportation Association. https://www.apta.com/wp-content/uploads/2021-Q1-Ridership-APTA.pdf.
   Google Scholar
• Apedo-Amah, M. C., B. Avdiu, X. Cirera, M. Cruz, E. Davies, A. Grover, L. Iacovone, U. Kilinc, D. Medvedev, F. O. Maduko, S. Poupakis, J. Torres, and T. T. Tran. 2020. Unmasking the impact of COVID-19 on businesses. Policy Research Working Paper 9434, World Bank Group.
   Google Scholar
• Arauzo-Carod, J. M., D. Liviano-Solis, and M. Manjón-Antolín. 2009. Empirical studies in industrial location: An assessment of their methods and results. Journal of Regional Science 50 (3):685–711. doi: 10.1111/j.1467-9787.2009.00625.x.
   Web of Science ®Google Scholar
• Ascani, A., A. Faggian, and S. Montresor. 2021. The geography of COVID‐19 and the structure of local economies: The case of Italy. Journal of Regional Science 61 (2):407–41.
   PubMed Web of Science ®Google Scholar
• Ascani, A., A. Faggian, S. Montresor, and A. Palma. 2021. Mobility in times of pandemics: Evidence on the spread of COVID19 in Italy’s labour market areas. Structural Change and Economic Dynamics 58:444–54. doi: 10.1016/j.strueco.2021.06.016.
   PubMed Web of Science ®Google Scholar
• Bai, X., H. Nagendra, P. Shi, and H. Liu. 2020. Cities: Build networks and share plans to emerge stronger from COVID-19. Nature 584 (7822):517–20. doi: 10.1038/d41586-020-02459-2.
   PubMed Web of Science ®Google Scholar
• Bailey, D., J. Clark, A. Colombelli, C. Corradini, L. De Propris, B. Derudder, U. Fratesi, M. Fritsch, J. Harrison, M. Hatfield, et al. 2020. Regions in a time of pandemic. Regional Studies 54 (9):1163–74. doi: 10.1080/00343404.2020.1798611.
   Web of Science ®Google Scholar
• Barrington-Leigh, C., and A. Millard-Ball. 2015. A century of sprawl in the United States. Proceedings of the National Academy of Sciences of the United States of America 112 (27):8244–49. doi: 10.1073/pnas.1504033112.
   PubMed Web of Science ®Google Scholar
• Bartik, A. W., M. Bertrand, Z. Cullen, E. L. Glaeser, M. Luca, and C. Stanton. 2020. The impact of COVID-19 on small business outcomes and expectations. Proceedings of the National Academy of Sciences of the United States of America 117 (30):17656–66.
   PubMed Web of Science ®Google Scholar
• Bavel, B. J. P., and D. R. Curtis. 2016. Better understanding disasters by better using history. International Journal of Mass Emergencies and Disasters 34 (1):143–69.
   Google Scholar
• Belda, P. R., and B. Cabrer-Borrás. 2018. Necessity and opportunity entrepreneurs: Survival factors. International Entrepreneurship and Management Journal 14 (2):249–64. doi: 10.1007/s11365-018-0504-9.
   Web of Science ®Google Scholar
• Berdejo-Espinola, V., A. F. Suárez-Castro, T. Amano, K. S. Fielding, R. R. Y. Oh, and R. A. Fuller. 2021. Urban green space use during a time of stress: A case study during the COVID-19 pandemic in Brisbane, Australia. People and Nature 3 (3):597–609. doi: 10.1002/pan3.10218.
   Google Scholar
• Bureau of Labor Statistics (BLS). 2021. The employment situation–September 2021, USDL-21-1799. https://www.bls.gov/news.release/archives/empsit_10082021.pdf
   Google Scholar
• Bloom, N., and B. Fuller. 2020. Uncertainty predominates: A dialogue on the future of the economy and cities. Accessed July 21, 2022. https://www.city-journal.org/COVID-19-future-of-economy-and-cities#.XpoTGGWS5x4.twitter.
   Google Scholar
• Bloise, F., and M. Tancioni. 2021. Predicting the spread of COVID-19 in Italy using machine learning: Do socioeconomic factors matter? Structural Change and Economic Dynamics 56:310–29. doi: 10.1016/j.strueco.2021.01.001.
   PubMed Web of Science ®Google Scholar
• Bongaerts, D., F. Mazzola, and W. Wagner. 2021. Closed for business: The mortality impact of business closures during the COVID-19 pandemic. PLoS ONE 16 (5):e0251373.
   PubMed Web of Science ®Google Scholar
• Borjas, G. J. 2020. Business closures, stay-at-home restrictions, and COVID-19 testing outcomes in New York City. Preventing Chronic Disease 17:200264. doi: 10.5888/pcd17.200264.
   Web of Science ®Google Scholar
• Carlton, I. 2009. Histories of transit-oriented development: Perspectives on the development of the tod concept. Working Paper, WP-2009-02, University of California, Institute of Urban and Regional Development (IURD), Berkeley, CA.
   Google Scholar
• Casselman, B. 2015. Katrina washed away New Orleans’s Black middle class. ABC News. Accessed March 1, 2022. https://fivethirtyeight.com/features/katrina-washed-away-new-orleanss-black-middle-class/.
   Google Scholar
• Cerqua, A., R. Di Stefano, M. Letta, and S. Miccoli. 2021. Local mortality estimates during the COVID-19 pandemic in Italy. Journal of Population Economics 34 (4):1189–1217.
   PubMed Web of Science ®Google Scholar
• Ceylan, R., B. Ozkan, and E. Mulazimogullari. 2020. Historical evidence for economic effects of COVID-19. The European Journal of Health Economics 21 (6):817–23. doi: 10.1007/s10198-020-01206-8.
   PubMed Web of Science ®Google Scholar
• Chang, S. E., C. Brown, J. Handmer, J. Helgeson, Y. Kajitani, A. Keating, I. Noy, M. Watson, S. Derakhshan, J. Kim, et al. 2022. Business recovery from disasters: Lessons from natural hazards and the COVID-19 pandemic. International Journal of Disaster Risk Reduction 80:103191. doi: 10.1016/j.ijdrr.2022.103191.
   PubMed Web of Science ®Google Scholar
• Chang, S. E., and A. Z. Rose. 2012. Towards a theory of economic recovery from disasters. International Journal of Mass Emergencies and Disasters 32 (2):171–81.
   Google Scholar
• Chen, C., H. Nelson, X. Xu, G. Bonilla, and N. Nicholas Jones. 2021. Beyond technology adoption: Examining home energy management systems, energy burdens and climate change perceptions during COVID-19 pandemic. Renewable and Sustainable Energy Reviews 145:111066. doi: 10.1016/j.rser.2021.111066.
   PubMed Web of Science ®Google Scholar
• Cohn, D. 2020. About a fifth of US adults moved due to COVID-19 or know someone who did. Pew Research Center. Accessed January 4, 2022. https://www.pewresearch.org/fact-tank/2020/07/06/about-a-fifth-of-u-s-adults-moved-due-to-COVID-19-or-know-someone-who-did/.
   Google Scholar
• COVID-19’s toll on US business? 200,000 extra closures in pandemic’s first year. 2021. Wall Street Journal. Accessed January 12, 2022. https://www.wsj.com/articles/covid-19s-toll-on-u-s-business-200-000-extra-closures-in-pandemics-first-year-11618580619
   Google Scholar
• Crane, L. D., R. A. Decker, A. Flaaen, A. Hamins-Puertolas, and C. Kurz. 2021. Business exit during the COVID-19 pandemic: Non-traditional measures in historical context. Finance and Economics Discussion Series 2020-089r1, Board of Governors of the Federal Reserve System, Washington, DC.
   Google Scholar
• Czeisler, M. E., M. A. Tynan, M. E. Howard, S. Honeycutt, E. B. Fulmer, D. P. Kidder, R. Robbins, L. K. Barger, E. R. Facer-Childs, G. Baldwin, S. Rajaratnam, and C. A. Czeisler. 2020. Public attitudes, behaviors, and beliefs related to COVID-19, stay-at-home orders, nonessential business closures, and public health guidance—United States, New York City, and Los Angeles. Morbidity and Mortality Weekly Report 69:24.
   Web of Science ®Google Scholar
• Dingel, J., and B. Neiman. 2020. How many jobs can be done at home? NBER Working Paper No. 26948. Cambridge, MA: National Bureau of Economic Research.
   Google Scholar
• European Environment Agency. 2021. Urban sustainability in Europe—Opportunities for challenging times. Accessed January 12, 2022. https://www.eea.europa.eu/publications/urban-sustainability-in-europe.
   Google Scholar
• Fairlie, R. 2020. The impact of COVID-19 on small business owners: Evidence from the first three months after widespread social‐distancing restrictions. Journal of Economics & Management Strategy 29 (4):727–40. doi: 10.1111/jems.12400.
   PubMed Web of Science ®Google Scholar
• Fatmi, M. R. 2020. COVID-19 impact on urban mobility. Journal of Urban Management 9 (3):270–75. doi: 10.1016/j.jum.2020.08.002.
   Web of Science ®Google Scholar
• Federal Reserve Banks 2021. 2022. Small business credit survey. Washington, DC: Federal Reserve Banks.
   Google Scholar
• Fielding, T., and Y. Ishikawa. 2021. COVID-19 and migration: A research note on the effects of COVID‐19 on internal migration rates and patterns in Japan. Population, Space and Place 27 (6):e2499. doi: 10.1002/psp.2499.
   PubMed Web of Science ®Google Scholar
• Finch, W. H., and M. E. Finch. 2020. Poverty and Covid-19: Rates of incidence and deaths in the united states during the first 10 weeks of the pandemic. Frontiers in Sociology 5: 47. doi: 10.3389/fsoc.2020.00047.
   PubMedGoogle Scholar
• Florida, R. 2016. Miami’s great inflection. Miami, FL: FIU-Miami Creative City Initiative.
   Google Scholar
• Florida, R., A. Rodriguez-Pose, and M. Storper. 2021. Cities in a post-COVID world. Urban Studies. doi: 10.1177/00420980211018072.
   PubMed Web of Science ®Google Scholar
• Galasso, V., and M. Foucault. 2020. Working during COVID-19: Cross-country evidence from real-time survey data. OECD Social, Employment and Migration Working Papers No. 246. Paris, France: OECD.
   Google Scholar
• Gelman, A., and J. Hill. 2007. Data analysis using regression and multilevel/hierarchical models. Cambridge, UK: Cambridge University Press.
   Google Scholar
• Gong, H., R. Hassink, J. Tan, and D. Huang. 2020. Regional resilience in times of a pandemic crisis: The case of COVID-19 in China. Tijdschrift Voor Economische en Sociale Geografie 111 (3):497–512. doi: 10.1111/tesg.12447.
   PubMed Web of Science ®Google Scholar
• González-Leonardo, M., A. López-Gay, N. Newsham, J. Recaño, and F. Rowe. 2022. Understanding patterns of internal migration during the COVID‐19 pandemic in Spain. Population. Space, and Place 28:e2578.
   PubMed Web of Science ®Google Scholar
• Granger, M. D., and G. C. Blomquist. 1999. Evaluating the influence of amenities on the location of manufacturing establishments in urban areas. Urban Studies 36 (11):1859–73. doi: 10.1080/0042098992647.
   Web of Science ®Google Scholar
• Guglielminetti, E., M. Loberto, G. Zevi, and R. Zizza. 2021. Living on my own: The impact of the Covid-19 pandemic on housing demand. Bank of Italy Research Paper Series—Occasional Paper 627. Rome, Italy: Bank of Italy.
   Google Scholar
• Hamidi, S., S. Sabouri, and R. Ewing. 2020. Does density aggravate the COVID-19 pandemic? Journal of the American Planning Association 86 (4):495–509.
   Google Scholar
• Hamilton, S. 2020. From survival to revival: How to help small businesses through the COVID-19 crisis. The Hamilton Project. Washington, DC: Brookings Institution.
   Google Scholar
• Harger, K., and A. Ross. 2016. Do capital tax incentives attract new businesses? Evidence across industries from the new markets tax credit. Journal of Regional Science 56 (5):733–53. doi: 10.1111/jors.12286.
   Web of Science ®Google Scholar
• Harrington, D. M., and M. Hadjiconstantinou. 2022. Changes in commuting behaviours in response to the COVID-19 pandemic in the UK. Journal of Transport & Health 24:101313. doi: 10.1016/j.jth.2021.101313.
   PubMedGoogle Scholar
• Haslag, P., and D. Weagley. 2021. From L.A. to Boise: How migration has changed during the COVID-19 pandemic. https://ssrn.com/abstract=3808326.
   Google Scholar
• He, C., and R. Yang. 2016. Determinants of firm failure: Empirical evidence from China. Growth and Change 47 (1):72–92. doi: 10.1111/grow.12116.
   Web of Science ®Google Scholar
• Helper, S., and E. Soltas. 2021. Why the pandemic has disrupted supply chains. The White House. Accessed January 4, 2022. https://www.whitehouse.gov/cea/blog/2021/06/17/why-the-pandemic-has-disruptedsupply-chains/.
   Google Scholar
• Hendrix, M. 2020. A survey of New York City’s high-income earners: The future of work and the quality of life. Manhattan Institute. Accessed January 4, 2022. https://www.manhattan-institute.org/survey-nyc-high-income-earners-future-work-and-quality-life.
   Google Scholar
• Herbane, B. 2020. Locational contiguity and business continuity: Perceived organizational resilience of small- and medium-sized enterprises in UK business parks. SAGE Open 10 (2):215824402092741. doi: 10.1177/2158244020927417.
   Web of Science ®Google Scholar
• Hernández, Y. G., R. J. F. Galvis, and J. W. Capacho. 2020. Business survival, a literary review of internal and external determinants. Criterio Libre 18 (32):261–79.
   Google Scholar
• Honey-Rosés, J., I. Anguelovski, V. K. Chireh, C. Daher, C. Konijnendijk van den Bosch, J. S. Litt, V. Mawani, M. K. McCall, A. Orellana, E. Oscilowicz, et al. 2021. The impact of COVID-19 on public space: An early review of the emerging questions—Design, perceptions and inequities. Cities & Health 5 (Supp1. 1):S263–S279. doi: 10.1080/23748834.2020.1780074.
   Google Scholar
• Hu, X., L. Li, and K. Dong. 2022. What matters for regional economic resilience amid COVID-19? Evidence from cities in northeast China. Cities 120:103440.
   PubMed Web of Science ®Google Scholar
• Huang, X., X. Bao, Z. Li, S. Zhang, and B. Zhao. 2022. Black businesses matter: A longitudinal study of black-owned restaurants in the COVID-19 pandemic using geospatial big data. Annals of the American Association of Geographers. doi: 10.1080/24694452.2022.2095971.
   Web of Science ®Google Scholar
• Huggins, R., D. Prokop, and P. Thompson. 2017. Entrepreneurship and the determinants of firm survival within regions: Human capital, growth motivation and locational conditions. Entrepreneurship & Regional Development 29 (3–4):357–89. doi: 10.1080/08985626.2016.1271830.
   Web of Science ®Google Scholar
• Hughes, C. J. 2020. Coronavirus escape: To the suburbs. New York Times, May 8. Accessed January 12, 2022. https://www.nytimes.com/2020/05/08/realestate/coronavirus-escape-city-to-suburbs.html.
   Google Scholar
• Hussen, M., G. Hagelaar, G. Velde, and S. Omta. 2021. Conceptualization of SMEs’ business resilience: A systematic literature review. Cogent Business & Management 8 (1):1938347. doi: 10.1080/23311975.2021.1938347.
   Web of Science ®Google Scholar
• Keil, R. 2020. After suburbia: Research and action in the suburban century. Urban Geography 41 (1):1–20. doi: 10.1080/02723638.2018.1548828.
   Web of Science ®Google Scholar
• Kolko, J., E. Badger, and Q. Bui. 2021. How the pandemic did, and didn’t, change where Americans move. The New York Times, April 19. Accessed January 12, 2022. https://www.nytimes.com/interactive/2021/04/19/upshot/how-the-pandemic-did-and-didnt-change-moves.html.
   Google Scholar
• Kunzmann, K. R. 2020. Smart cities after COVID-19: Ten narratives. disP—The Planning Review 56 (2):20–31. doi: 10.1080/02513625.2020.1794120.
   Google Scholar
• Li, H., and Y. H. D. Wei. 2020. Spatial inequality of housing value changes since the financial crisis. Applied Geography 115:102141. doi: 10.1016/j.apgeog.2019.102141.
   Web of Science ®Google Scholar
• Li, H., Y. H. D. Wei, and Y. Wu. 2019. Urban amenity, human capital and employment distribution in Shanghai. Habitat International 91:102025. doi: 10.1016/j.habitatint.2019.102025.
   Web of Science ®Google Scholar
• Li, H., Y. Zhou, and Y. H. D. Wei. 2019. Institutions, extreme weather and urbanization in the Greater Mekong Region. Annals of the American Association of Geographers 109 (4):1317–40. doi: 10.1080/24694452.2018.1535884.
   Web of Science ®Google Scholar
• Li, M. 2021. Did the small business administration’s COVID-19 assistance go to the hard hit firms and bring the desired relief? Journal of Economics and Business 115:105969. doi: 10.1016/j.jeconbus.2020.105969.
   PubMed Web of Science ®Google Scholar
• Liu, S., and Y. Su. 2021. The impact of the COVID-19 pandemic on the demand for density: Evidence from the US housing market. Federal Reserve Bank of Dallas, Dallas, TX. Accessed January 4, 2022. https://www.dallasfed.org/research/papers/2020/wp2024.aspx.
   Google Scholar
• Lyttelton, T., and E. Zang. 2022. Occupations and sickness-related absences during the COVID-19 pandemic. Journal of Health and Social Behavior 63 (1):19–36. doi: 10.1177/00221465211053615.
   PubMed Web of Science ®Google Scholar
• Martin, R. 2021. Rebuilding the economy from the Covid crisis: Time to rethink regional studies? Regional Studies, Regional Science 8 (1):143–61. doi: 10.1080/21681376.2021.1919191.
   Web of Science ®Google Scholar
• Martínez, L., and J. R. Short. 2021. The pandemic city: Urban issues in the time of COVID-19. Sustainability 13 (6):3295. doi: 10.3390/su13063295.
   Web of Science ®Google Scholar
• Mervosh, S., and S. Tavernise. 2020. America’s biggest cities were already losing their allure. What happens next? New York Times, April 19. Accessed January 4, 2022. https://www.nytimes.com/2020/04/19/us/coronavirus-moving-city-future.html.
   Google Scholar
• Miami-Dade County (MDC). 2021. Ridership technical report. Miami, FL: Miami-Dade County, Division of Performance and Materials Management.
   Google Scholar
• Montenovo, L., X. Jiang, F. Lozano-Rojas, I. Schmutte, K. Simon, B. A. Weinberg, and C. Wing. 2022. Determinants of disparities in early COVID-19 job losses. Demography 59 (3):827–55.
   PubMedGoogle Scholar
• Mouratidis, K. 2021. How COVID-19 reshaped quality of life in cities: A synthesis and implications for urban planning. Land Use Policy 111:105772. doi: 10.1016/j.landusepol.2021.105772.
   PubMed Web of Science ®Google Scholar
• Mouratidis, K. 2022. COVID-19 and the compact city: Implications for well-being and sustainable urban planning. The Science of the Total Environment 811:152332. doi: 10.1016/j.scitotenv.2021.152332.
   PubMed Web of Science ®Google Scholar
• Nijman, J. 2011. Miami: Mistress of the Americas. Philadelphia: University of Pennsylvania Press.
   Google Scholar
• Nikiforiadis, A., G. Ayfantopoulou, and A. Stamelou. 2020. Assessing the impact of COVID-19 on bike-sharing usage: The case of Thessaloniki, Greece. Sustainability 12 (19):8215. doi: 10.3390/su12198215.
   Web of Science ®Google Scholar
• O’Brien, K. 2011. Responding to environmental change: A new age for human geography? Progress in Human Geography 35 (4):542–49.
   Web of Science ®Google Scholar
• Organization for Economic Co-operation and Development (OECD). 2021. OECD employment outlook 2021: Navigating the COVID-19 crisis and recovery. doi: 10.1787/5a700c4b-en.
   Google Scholar
• Quealy, K. 2020. The richest neighborhoods emptied out most as coronavirus hit New York City. New York Times, May 15. Accessed January 4, 2022. https://www.nytimes.com/interactive/2020/05/15/upshot/who-left-new-york-coronavirus.html.
   Google Scholar
• Renski, H. 2015. Externalities or experience? Location economies and start-up business survival. Growth and Change 46 (3):458–80. doi: 10.1111/grow.12099.
   Web of Science ®Google Scholar
• Risselada, A., V. Schutjens, and F. Van Oort. 2013. Real estate determinants of firm relocation in urban residential neighbourhoods. Tijdschrift Voor Economische en Sociale Geografie 104 (2):136–58. doi: 10.1111/tesg.12010.
   Web of Science ®Google Scholar
• Rodríguez-Pose, A., and C. Burlina 2021. Institutions and the uneven geography of the first wave of the COVID‐19 pandemic. Journal of Regional Science 61 (4):728–52.
   PubMed Web of Science ®Google Scholar
• Rosiers, F. D., A. Lagana, M. Thériault, and M. Beaudoin. 1996. Shopping centers and house values: An empirical investigation. Journal of Property Valuation and Investment 14 (4):41–62. doi: 10.1108/14635789610153461.
   Google Scholar
• Rosner, D. 2010. “Spanish flu, or whatever it is …” : The paradox of public health in a time of crisis. Public Health Reports 125 (3_Suppl):37–47. doi: 10.1177/00333549101250S307.
   Google Scholar
• Rowe, F., A. Calafiore, D. Arrribas-Bel, and K. Samardzhiev. 2022. Urban exodus? Understanding human mobility in Britain during the COVID-19 pandemic using Facebook data. arXiv:2206.03272.
   Google Scholar
• Saunders, J. 2021. Public records lawsuit targets Florida Dept. of Health over daily COVID-19 data. Miami Herald. Accessed January 4, 2022. https://www.miamiherald.com/news/coronavirus/article253883488.html.
   Google Scholar
• Scott, A. J. 2010. Jobs or amenities? Destination choices of migrant engineers in the USA. Papers in Regional Science 89 (1):43–63. doi: 10.1111/j.1435-5957.2009.00263.x.
   Web of Science ®Google Scholar
• Sharifi, A., and A. R. Khavarian-Garmsir. 2020. The COVID-19 pandemic: Impacts on cities and major lessons for urban planning, design, and management. The Science of the Total Environment 749:142391. doi: 10.1016/j.scitotenv.2020.142391.
   PubMed Web of Science ®Google Scholar
• Siegler, K. 2020. A resort town becomes a COVID-19 hot spot and says stay away. NPR. Accessed January 4, 2022. https://www.npr.org/2020/03/30/824021984/a-resort-town-becomes-a-COVID-19-hot-spot-and-says-stay-away.
   Google Scholar
• Stafford, H. A. 1991. Manufacturing plant closure selections within firms. Annals of the Association of American Geographers 81 (1):51–65. doi: 10.1111/j.1467-8306.1991.tb01678.x.
   Web of Science ®Google Scholar
• Stawarz, N., M. Rosenbaum-Feldbrügge, N. Sander, H. Sulak, and V. Knobloch. 2022. The impact of the COVID‐19 pandemic on internal migration in Germany: A descriptive analysis. Population, Space and Place 28:e2566.
   PubMed Web of Science ®Google Scholar
• Sevtsuk, A., A. Hudson, D. Halpern, R. Basu, K. Ng, and J. de Jong. 2021. The impact of COVID-19 on trips to urban amenities: Examining travel behavior changes in Somerville, MA. PLoS ONE 16 (9):e0252794. doi: 10.1371/journal.pone.0252794.
   PubMed Web of Science ®Google Scholar
• Silva, A. L. R. 2021. An overview of the impact of COVID-19 on the cruise industry with considerations for Florida. Transportation Research Interdisciplinary Perspectives 10:100391. doi: 10.1016/j.trip.2021.100391.
   PubMedGoogle Scholar
• Sokol, D. 2020. Will the coronavirus make the suburbs popular again? Architectural Digest. Accessed January 4, 2022. https://www.architecturaldigest.com/story/will-the-coronavirus-make-the-suburbs-popular-again.
   Google Scholar
• Song, Y., and G. J. Knaap. 2004. Measuring the effects of mixed land uses on housing values. Regional Science and Urban Economics 34 (6):663–80. doi: 10.1016/j.regsciurbeco.2004.02.003.
   Web of Science ®Google Scholar
• Thomas, F. M. F., S. G. Charlton, I. Lewis, and S. Nandavar. 2021. Commuting before and after COVID-19. Transportation Research Interdisciplinary Perspectives 11:100423.
   PubMedGoogle Scholar
• Thompson, P. 2005. Selection and firm survival: Evidence from the shipbuilding industry, 1825–1914. Review of Economics and Statistics 87 (1):26–36. doi: 10.1162/0034653053327531.
   Web of Science ®Google Scholar
• Trasberg, T., and J. James Cheshire. 2021. Spatial and social disparities in the decline of activities during the COVID-19 lockdown in Greater London. Urban Studies doi: 10.1177/00420980211040409.
   Web of Science ®Google Scholar
• Tucker, J. 2020. Coronavirus not yet driving a surge in suburban home searches. Zillow Research. Accessed January 4, 2022. https://www.zillow.com/research/coronavirus-suburban-searches-D27070/.
   Google Scholar
• Ugolini, F., L. Massetti, P. Calaza-Martínez, P. Cariñanos, C. Dobbs, S. K. Ostoić, A. M. Marin, D. Pearlmutter, H. Saaroni, I. Šaulienė, et al. 2020. Effects of the COVID-19 pandemic on the use and perceptions of urban green space: An international exploratory study. Urban Forestry & Urban Greening 56:126888. doi: 10.1016/j.ufug.2020.126888.
   PubMed Web of Science ®Google Scholar
• U.S. Census Bureau. 2021. Census 2020. Washington, DC: U.S. Census Bureau.
   Google Scholar
• Vogiazides, L., and J. Kawalerowicz. 2022. Urban exodus in Covid times: Who moves out of the inner city of Stockholm and where do they go? Stockholm Research Reports in Demography, Stockholm University, Stockholm, Sweden.
   Google Scholar
• Walmsley, T. L., A. Rose, and D. Wei. 2021. Impacts on the US macroeconomy of mandatory business closures in response to the COVID-19 pandemic. Applied Economics Letters 28 (15):1293–1300. doi: 10.1080/13504851.2020.1809626.
   Web of Science ®Google Scholar
• Wang, H., K. R. Paulson, S. A. Pease, S. Watson, H. Comfort, P. Zheng, A. Y. Aravkin, C. Bisignano, R. M. Barber, T. Alam, et al. 2022. Estimating excess mortality due to the COVID-19 pandemic: A systematic analysis of COVID-19-related mortality, 2020–21. The Lancet 399 (10334):1513–36. doi: 10.1016/S0140-6736(21)02796-3.
   PubMed Web of Science ®Google Scholar
• Webb, G. R., K. J. Tierney, and J. M. Dahlhamer. 2000. Businesses and disasters: Empirical patterns and unanswered questions. Natural Hazards Review 1(2):83–90.
   Google Scholar
• White, M. J. 1999. Urban areas with decentralized employment: Theory and empirical work. Handbook of Regional and Urban Economics 3:1375–1412.
   Google Scholar
• Wu, Y., Y. D. Wei, and H. Li. 2020. Firm suburbanization in the context of urban sprawl: Neighborhood effect and sectoral difference. The Professional Geographer 72 (4):598–617. doi: 10.1080/00330124.2020.1750437.
   Web of Science ®Google Scholar
• Zhao, W., and H. Yue. 2021. Economic resilience during COVID-19: An insight from permanent business closures. Environment and Planning A: Economy and Space 54 (2):219–21. doi: 10.1177/0308518X211055181.
   Google Scholar
• Zwanka, R. J., and C. Buff. 2021. COVID-19 generation: A conceptual framework of the consumer behavioral shifts to be caused by the COVID-19 pandemic. Journal of International Consumer Marketing 33 (1):58–67. doi: 10.1080/08961530.2020.1771646.
   Web of Science ®Google Scholar