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Vulnerability and COVID-19 infection rates: A changing relationship during the first year of the pandemic

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  • Bárcena-Martín, Elena
  • Molina, Julián
  • Muñoz-Fernández, Ana
  • Pérez-Moreno, Salvador

Abstract

In the first year of the COVID-19 pandemic, Spain was one of the worst-hit countries, although not all areas and social groups were affected equally. This study focuses on Malaga, a cosmopolitan tourist destination located on the southern Mediterranean coast that has the sixth largest population in Spain. Specifically, it examines the relationship between multidimensional vulnerability and COVID-19 infection rates across the city’s census tracts for the period February 2020 to February 2021. The analysis uses high frequency (daily) data on the accumulated incidence of the disease at 14 days and shows that COVID-19 did not spread symmetrically across the census tracts of Malaga but had a greater impact on the most vulnerable neighbourhoods. However, the pattern of this relationship was not uniform in the period examined, with specific contextual factors driving the higher infection rates across time. Our findings show that pandemic containment regulations cannot overlook vulnerability considerations and universal restrictions to reduce the spread of disease should be supplemented by targeted regulations for specific areas.

Suggested Citation

  • Bárcena-Martín, Elena & Molina, Julián & Muñoz-Fernández, Ana & Pérez-Moreno, Salvador, 2022. "Vulnerability and COVID-19 infection rates: A changing relationship during the first year of the pandemic," Economics & Human Biology, Elsevier, vol. 47(C).
  • Handle: RePEc:eee:ehbiol:v:47:y:2022:i:c:s1570677x22000739
    DOI: 10.1016/j.ehb.2022.101177
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    1. Hoehn-Velasco, Lauren & Silverio-Murillo, Adan & de la Miyar, Jose Roberto Balmori, 2021. "The great crime recovery: Crimes against women during, and after, the COVID-19 lockdown in Mexico," Economics & Human Biology, Elsevier, vol. 41(C).
    2. Brandily, Paul & Brébion, Clément & Briole, Simon & Khoury, Laura, 2020. "A Poorly Understood Disease? The Unequal Distribution of Excess Mortality Due to COVID-19 Across French Municipalities," Discussion Paper Series in Economics 15/2020, Norwegian School of Economics, Department of Economics.
    3. Jérôme Adda, 2016. "Economic Activity and the Spread of Viral Diseases: Evidence from High Frequency Data," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 131(2), pages 891-941.
    4. Damian Clarke & Kathya Tapia-Schythe, 2021. "Implementing the panel event study," Stata Journal, StataCorp LP, vol. 21(4), pages 853-884, December.
    5. Backhaus, Andreas, 2022. "International travel in times of the COVID-19 pandemic: The case of German school breaks," Economics & Human Biology, Elsevier, vol. 44(C).
    6. Irlacher Michael & Koch Michael, 2021. "Working from Home, Wages, and Regional Inequality in the Light of COVID-19," Journal of Economics and Statistics (Jahrbuecher fuer Nationaloekonomie und Statistik), De Gruyter, vol. 241(3), pages 373-404, June.
    7. Palomino, Juan C. & Rodríguez, Juan G. & Sebastian, Raquel, 2020. "Wage inequality and poverty effects of lockdown and social distancing in Europe," European Economic Review, Elsevier, vol. 129(C).
    8. David Cutler & Angus Deaton & Adriana Lleras-Muney, 2006. "The Determinants of Mortality," Journal of Economic Perspectives, American Economic Association, vol. 20(3), pages 97-120, Summer.
    9. Debra Jackson & Robert Anders & William V. Padula & John Daly & Patricia M. Davidson, 2020. "Vulnerability of nurse and physicians with COVID‐19: Monitoring and surveillance needed," Journal of Clinical Nursing, John Wiley & Sons, vol. 29(19-20), pages 3584-3587, October.
    10. Ana Suárez à lvarez & Ana Jesús López Menéndez, 2021. "Approaching The Impact Of Covid-19 From An Inequality Of Opportunity Perspective: An Analysis Of European Countries," Working Papers 595, ECINEQ, Society for the Study of Economic Inequality.
    11. Marc Marí-Dell’Olmo & Mercè Gotsens & M Isabel Pasarín & Maica Rodríguez-Sanz & Lucía Artazcoz & Patricia Garcia de Olalla & Cristina Rius & Carme Borrell, 2021. "Socioeconomic Inequalities in COVID-19 in a European Urban Area: Two Waves, Two Patterns," IJERPH, MDPI, vol. 18(3), pages 1-12, January.
    12. Alberto Aleta & David Martín-Corral & Ana Pastore y Piontti & Marco Ajelli & Maria Litvinova & Matteo Chinazzi & Natalie E. Dean & M. Elizabeth Halloran & Ira M. Longini Jr & Stefano Merler & Alex Pen, 2020. "Modelling the impact of testing, contact tracing and household quarantine on second waves of COVID-19," Nature Human Behaviour, Nature, vol. 4(9), pages 964-971, September.
    13. Schmitt-Grohé, Stephanie & Uribe, Martín & Teoh, Ken, 2020. "Covid-19: Testing Inequality in New York City," CEPR Discussion Papers 14673, C.E.P.R. Discussion Papers.
    14. Arin, K. Peren & Lacomba, Juan A. & Lagos, Francisco & Moro-Egido, Ana I. & Thum, Marcel, 2022. "Exploring the hidden impact of the Covid-19 pandemic: The role of urbanization," Economics & Human Biology, Elsevier, vol. 46(C).
    15. González-Val, Rafael & Marcén, Miriam, 2022. "Mass gathering events and the spread of infectious diseases: Evidence from the early growth phase of COVID-19," Economics & Human Biology, Elsevier, vol. 46(C).
    16. Gianni De Fraja & Jesse Matheson & James Rockey, 2020. "Zoomshock: The geography and local labour market consequences of working from home," Discussion Papers 20-31, Department of Economics, University of Birmingham.
    17. Seth Flaxman & Swapnil Mishra & Axel Gandy & H. Juliette T. Unwin & Thomas A. Mellan & Helen Coupland & Charles Whittaker & Harrison Zhu & Tresnia Berah & Jeffrey W. Eaton & Mélodie Monod & Azra C. Gh, 2020. "Estimating the effects of non-pharmaceutical interventions on COVID-19 in Europe," Nature, Nature, vol. 584(7820), pages 257-261, August.
    18. Milena Almagro & Joshua Coven & Arpit Gupta & Angelo Orane-Hutchinson, 2020. "Racial Disparities in Frontline Workers and Housing Crowding during COVID-19: Evidence from Geolocation Data," Opportunity and Inclusive Growth Institute Working Papers 37, Federal Reserve Bank of Minneapolis.
    19. Ayala, Luis & Bárcena-Martín, Elena & Cantó, Olga & Navarro, Carolina, 2022. "COVID-19 lockdown and housing deprivation across European countries," Social Science & Medicine, Elsevier, vol. 298(C).
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    More about this item

    Keywords

    Multidimensional vulnerability; COVID-19 infections; Census tracts; Daily data; Malaga; Spain;
    All these keywords.

    JEL classification:

    • I14 - Health, Education, and Welfare - - Health - - - Health and Inequality
    • I18 - Health, Education, and Welfare - - Health - - - Government Policy; Regulation; Public Health

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