IDEAS home Printed from https://ideas.repec.org/a/gam/jijerp/v19y2022i18p11410-d911848.html
   My bibliography  Save this article

Impact of Socioeconomic Deprivation on the Local Spread of COVID-19 Cases Mediated by the Effect of Seasons and Restrictive Public Health Measures: A Retrospective Observational Study in Apulia Region, Italy

Author

Listed:
  • Nicola Bartolomeo

    (Interdisciplinary Department of Medicine, University of Bari Aldo Moro, 70121 Bari, Italy)

  • Massimo Giotta

    (Interdisciplinary Department of Medicine, University of Bari Aldo Moro, 70121 Bari, Italy)

  • Silvio Tafuri

    (Interdisciplinary Department of Medicine, University of Bari Aldo Moro, 70121 Bari, Italy)

  • Paolo Trerotoli

    (Interdisciplinary Department of Medicine, University of Bari Aldo Moro, 70121 Bari, Italy)

Abstract

The aim of this study was to investigate the spatiotemporal association between socioeconomic deprivation and the incidence of COVID-19 and how this association changes through the seasons due to the existence of restrictive public health measures. A retrospective observational study was conducted among COVID-19 cases that occurred in the Apulia region from 29 February 2020 to 31 December 2021, dividing the period into four phases with different levels of restrictions. A generalized estimating equation (GEE) model was applied to test the independent effect of deprivation on the incidence of COVID-19, taking into account age, sex, and regional incidence as possible confounding effects and covariates, such as season and levels of restrictions, as possible modifying effects. The highest incidence was in areas with a very high deprivation index (DI) in winter. During total lockdown, no rate ratio between areas with different levels of DI was significant, while during soft lockdown, areas with very high DI were more at risk than all other areas. The effects of social inequalities on the incidence of COVID-19 changed in association with the seasons and restrictions on public health. Disadvantaged areas showed a higher incidence of COVID-19 in the cold seasons and in the phases of soft lockdown.

Suggested Citation

  • Nicola Bartolomeo & Massimo Giotta & Silvio Tafuri & Paolo Trerotoli, 2022. "Impact of Socioeconomic Deprivation on the Local Spread of COVID-19 Cases Mediated by the Effect of Seasons and Restrictive Public Health Measures: A Retrospective Observational Study in Apulia Region," IJERPH, MDPI, vol. 19(18), pages 1-16, September.
  • Handle: RePEc:gam:jijerp:v:19:y:2022:i:18:p:11410-:d:911848
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/1660-4601/19/18/11410/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/1660-4601/19/18/11410/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Veruscka Leso & Luca Fontana & Ivo Iavicoli, 2021. "Susceptibility to Coronavirus (COVID-19) in Occupational Settings: The Complex Interplay between Individual and Workplace Factors," IJERPH, MDPI, vol. 18(3), pages 1-16, January.
    2. Douglas Bonett & Thomas Wright, 2000. "Sample size requirements for estimating pearson, kendall and spearman correlations," Psychometrika, Springer;The Psychometric Society, vol. 65(1), pages 23-28, March.
    3. Nicola Bartolomeo & Massimo Giotta & Paolo Trerotoli, 2021. "In-Hospital Mortality in Non-COVID-19-Related Diseases before and during the Pandemic: A Regional Retrospective Study," IJERPH, MDPI, vol. 18(20), pages 1-13, October.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Francesco Addabbo & Massimo Giotta & Antonia Mincuzzi & Aldo Sante Minerba & Rosa Prato & Francesca Fortunato & Nicola Bartolomeo & Paolo Trerotoli, 2023. "No Excess of Mortality from Lung Cancer during the COVID-19 Pandemic in an Area at Environmental Risk: Results of an Explorative Analysis," IJERPH, MDPI, vol. 20(8), pages 1-16, April.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Li, Zhitao & Tang, Jinjun & Zhao, Chuyun & Gao, Fan, 2023. "Improved centrality measure based on the adapted PageRank algorithm for urban transportation multiplex networks," Chaos, Solitons & Fractals, Elsevier, vol. 167(C).
    2. Qiang Tu & Han He & Xiaomin Lai & Chuan Jiang & Zhanji Zheng, 2024. "Identifying Critical Links in Degradable Road Networks Using a Traffic Demand-Based Indicator," Sustainability, MDPI, vol. 16(18), pages 1-20, September.
    3. Casu, Barbara & Ferrari, Alessandra & Girardone, Claudia & Wilson, John O.S., 2016. "Integration, productivity and technological spillovers: Evidence for eurozone banking industries," European Journal of Operational Research, Elsevier, vol. 255(3), pages 971-983.
    4. Boaventura, Joao Mauricio & Carnaúba, A.A.C. & Todeva, Emanuela & Azevedo, A.C. & Armando, Eduardo, 2016. "Governance Structures and Trust: a Study of Real Estate Networks," MPRA Paper 76785, University Library of Munich, Germany.
    5. Christophe Croux & Catherine Dehon, 2010. "Influence functions of the Spearman and Kendall correlation measures," Statistical Methods & Applications, Springer;Società Italiana di Statistica, vol. 19(4), pages 497-515, November.
    6. Sven Baehre & Michele O’Dwyer & Lisa O’Malley & Nick Lee, 2022. "The use of Net Promoter Score (NPS) to predict sales growth: insights from an empirical investigation," Journal of the Academy of Marketing Science, Springer, vol. 50(1), pages 67-84, January.
    7. Shakila Dada & Kirsty Bastable & Santoshi Halder, 2020. "The Role of Social Support in Participation Perspectives of Caregivers of Children with Intellectual Disabilities in India and South Africa," IJERPH, MDPI, vol. 17(18), pages 1-18, September.
    8. Smith, Laurence G. & Westaway, Sally & Mullender, Samantha & Ghaley, Bhim Bahadur & Xu, Ying & Lehmann, Lisa Mølgaard & Pisanelli, Andrea & Russo, Giuseppe & Borek, Robert & Wawer, Rafał & Borzęcka, M, 2022. "Assessing the multidimensional elements of sustainability in European agroforestry systems," Agricultural Systems, Elsevier, vol. 197(C).
    9. Hamdi El Asli & Lakhmaiss Hamid & Afif Zineb & Azeroual Mohamed, 2024. "Impact of, Human Capital, Economic Factors, Energy Consumption, and Urban Growth on Environmental Sustainability in Morocco: An ARDL Approach," International Journal of Energy Economics and Policy, Econjournals, vol. 14(2), pages 656-668, March.
    10. Jingjing Zhu & Xiaoying Xia & Qianqian Wu & Shiyao Zou & Yan Li, 2023. "Callous-Unemotional Traits and Social Adjustment among Chinese Preschoolers: The Moderating Role of Teacher-Child Relationship," IJERPH, MDPI, vol. 20(4), pages 1-15, February.
    11. Jugurta Bouidghaghen & Laurence Moreau & Katia Beauchêne & Romain Chapuis & Nathalie Mangel & Llorenç Cabrera‐Bosquet & Claude Welcker & Matthieu Bogard & François Tardieu, 2023. "Robotized indoor phenotyping allows genomic prediction of adaptive traits in the field," Nature Communications, Nature, vol. 14(1), pages 1-14, December.
    12. Hongli Yu & Chen Sun & Bo Sun & Xiaohui Chen & Zhijun Tan, 2021. "Systematic Review and Meta-Analysis of the Relationship between Actual Exercise Intensity and Rating of Perceived Exertion in the Overweight and Obese Population," IJERPH, MDPI, vol. 18(24), pages 1-20, December.
    13. Linda Matisāne & Linda Paegle & Maija Eglīte & Lāsma Akūlova & Asnate Anna Linde & Ivars Vanadziņš & Iveta Mietule & Jeļena Lonska & Lienīte Litavniece & Iluta Arbidāne & Sarmīte Rozentāle & Ieva Grīn, 2021. "Reasons for Low Protection of Vulnerable Workers from COVID-19—Results from the Quantitative and Qualitative Study on Working Life in Latvia," IJERPH, MDPI, vol. 18(10), pages 1-20, May.
    14. Alessandro Messeri & Michela Bonafede & Emma Pietrafesa & Iole Pinto & Francesca de’Donato & Alfonso Crisci & Jason Kai Wei Lee & Alessandro Marinaccio & Miriam Levi & Marco Morabito & on behalf of th, 2021. "A Web Survey to Evaluate the Thermal Stress Associated with Personal Protective Equipment among Healthcare Workers during the COVID-19 Pandemic in Italy," IJERPH, MDPI, vol. 18(8), pages 1-21, April.
    15. Shahbeik, Hossein & Rafiee, Shahin & Shafizadeh, Alireza & Jeddi, Dorsa & Jafary, Tahereh & Lam, Su Shiung & Pan, Junting & Tabatabaei, Meisam & Aghbashlo, Mortaza, 2022. "Characterizing sludge pyrolysis by machine learning: Towards sustainable bioenergy production from wastes," Renewable Energy, Elsevier, vol. 199(C), pages 1078-1092.
    16. Yana Korneeva, 2022. "The Adverse Environmental Impact Factors Analysis on Fly-In-Fly-Out Personnel at Industrial Enterprises," IJERPH, MDPI, vol. 19(2), pages 1-30, January.
    17. Ahmad M. Osailan & Ragab K. Elnaggar & Saud F. Alsubaie & Bader A. Alqahtani & Walid Kamal Abdelbasset, 2021. "The Association between Cardiorespiratory Fitness and Reported Physical Activity with Sleep Quality in Apparently Healthy Adults: A Cross-Sectional Study," IJERPH, MDPI, vol. 18(8), pages 1-13, April.
    18. Elpidio Maria Garzillo & Arcangelo Cioffi & Angela Carta & Maria Grazia Lourdes Monaco, 2022. "Returning to Work after the COVID-19 Pandemic Earthquake: A Systematic Review," IJERPH, MDPI, vol. 19(8), pages 1-37, April.
    19. Zhu, Xuemin & van der Pol, Marjon & Scott, Anthony & Allan, Julia, 2023. "The stability of physicians’ risk attitudes across time and domains," Social Science & Medicine, Elsevier, vol. 339(C).
    20. Derek W. Thompson & Eric N. Hansen, 2012. "Institutional Pressures and an Evolving Forest Carbon Market," Business Strategy and the Environment, Wiley Blackwell, vol. 21(6), pages 351-369, September.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:gam:jijerp:v:19:y:2022:i:18:p:11410-:d:911848. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.