IDEAS home Printed from https://ideas.repec.org/p/hal/journl/halshs-03672103.html
   My bibliography  Save this paper

Quantification of the effects of climatic conditions on French hospital admissions and deaths induced by SARS-CoV-2

Author

Listed:
  • Hippolyte d'Albis

    (PSE - Paris School of Economics - UP1 - Université Paris 1 Panthéon-Sorbonne - ENS-PSL - École normale supérieure - Paris - PSL - Université Paris Sciences et Lettres - EHESS - École des hautes études en sciences sociales - ENPC - École des Ponts ParisTech - CNRS - Centre National de la Recherche Scientifique - INRAE - Institut National de Recherche pour l’Agriculture, l’Alimentation et l’Environnement, PJSE - Paris Jourdan Sciences Economiques - UP1 - Université Paris 1 Panthéon-Sorbonne - ENS-PSL - École normale supérieure - Paris - PSL - Université Paris Sciences et Lettres - EHESS - École des hautes études en sciences sociales - ENPC - École des Ponts ParisTech - CNRS - Centre National de la Recherche Scientifique - INRAE - Institut National de Recherche pour l’Agriculture, l’Alimentation et l’Environnement)

  • Dramane Coulibaly

    (GATE Lyon Saint-Étienne - Groupe d'Analyse et de Théorie Economique Lyon - Saint-Etienne - ENS de Lyon - École normale supérieure de Lyon - UL2 - Université Lumière - Lyon 2 - UJM - Université Jean Monnet - Saint-Étienne - CNRS - Centre National de la Recherche Scientifique)

  • Alix Roumagnac

    (Predict Services [Castelnau-le-Lez])

  • Eurico de Carvalho Filho

    (Predict Services [Castelnau-le-Lez])

  • Raphaël Bertrand

    (Predict Services [Castelnau-le-Lez])

Abstract

An estimation of the impact of climatic conditions—measured with an index that combines temperature and humidity, the IPTCC—on the hospitalizations and deaths attributed to SARS-CoV-2 is proposed. The present paper uses weekly data from 54 French administrative regions between March 23, 2020 and January 10, 2021. Firstly, a Granger causal analysis is developed and reveals that past values of the IPTCC contain information that allow for a better prediction of hospitalizations or deaths than that obtained without the IPTCC. Finally, a vector autoregressive model is estimated to evaluate the dynamic response of hospitalizations and deaths after an increase in the IPTCC. It is estimated that a 10-point increase in the IPTCC causes hospitalizations to rise by 2.9% (90% CI 0.7–5.0) one week after the increase, and by 4.1% (90% CI 2.1–6.4) and 4.4% (90% CI 2.5–6.3) in the two following weeks. Over ten weeks, the cumulative effect is estimated to reach 20.1%. Two weeks after the increase in the IPTCC, deaths are estimated to rise by 3.7% (90% CI 1.6–5.8). The cumulative effect from the second to the tenth weeks reaches 15.8%. The results are robust to the inclusion of air pollution indicators.

Suggested Citation

  • Hippolyte d'Albis & Dramane Coulibaly & Alix Roumagnac & Eurico de Carvalho Filho & Raphaël Bertrand, 2021. "Quantification of the effects of climatic conditions on French hospital admissions and deaths induced by SARS-CoV-2," Post-Print halshs-03672103, HAL.
  • Handle: RePEc:hal:journl:halshs-03672103
    DOI: 10.1038/s41598-021-01392-2
    Note: View the original document on HAL open archive server: https://shs.hal.science/halshs-03672103v1
    as

    Download full text from publisher

    File URL: https://shs.hal.science/halshs-03672103v1/document
    Download Restriction: no

    File URL: https://libkey.io/10.1038/s41598-021-01392-2?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Sims, Christopher A, 1980. "Macroeconomics and Reality," Econometrica, Econometric Society, vol. 48(1), pages 1-48, January.
    2. Jinyong Hahn & Guido Kuersteiner, 2002. "Asymptotically Unbiased Inference for a Dynamic Panel Model with Fixed Effects when Both "n" and "T" Are Large," Econometrica, Econometric Society, vol. 70(4), pages 1639-1657, July.
    3. Hippolyte d'Albis & Ekrame Boubtane & Dramane Coulibaly, 2018. "Macroeconomic evidence suggests that asylum seekers are not a “burden” for Western European countries," Working Papers halshs-01821515, HAL.
    Full references (including those not matched with items on IDEAS)

    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. Hippolyte d'Albis & Ekrame Boubtane & Dramane Coulibaly, 2022. "Global Uncertainty and International Migration To Western Europe," Annals of Economics and Statistics, GENES, issue 148, pages 1-28.
    2. MAÏ ASSAN CHEDI, Maman, 2022. "Does Defence Expenditure Affect Education and Health expenditures in Saharan Africa?," African Journal of Economic Review, African Journal of Economic Review, vol. 10(4), September.
    3. d’Albis, Hippolyte & Boubtane, Ekrame & Coulibaly, Dramane, 2019. "Immigration and public finances in OECD countries," Journal of Economic Dynamics and Control, Elsevier, vol. 99(C), pages 116-151.
    4. Hippolyte d’Albis & Ekrame Boubtane & Dramane Coulibaly, 2019. "International Migration and Regional Housing Markets: Evidence from France," International Regional Science Review, , vol. 42(2), pages 147-180, March.
    5. Hippolyte d'Albis & Ekrame Boubtane & Dramane Coulibaly, 2018. "Immigration and Government Spending in OECD Countries," PSE Working Papers hal-01852411, HAL.
    6. d’Albis, Hippolyte & Boubtane, Ekrame & Coulibaly, Dramane, 2021. "Demographic changes and the labor income share," European Economic Review, Elsevier, vol. 131(C).
    7. Dhaene, Geert & Jochmans, Koen, 2016. "Bias-corrected estimation of panel vector autoregressions," Economics Letters, Elsevier, vol. 145(C), pages 98-103.
    8. repec:spo:wpmain:info:hdl:2441/7si2u15cul9u5a44sevcgkbaa9 is not listed on IDEAS
    9. Hippolyte d'Ablis & Ekrame Boubtane & Dramane Coulibaly, 2017. "International Migration and Regional Housing Markets: Evidence from France," Working Papers hal-04141641, HAL.
    10. Hippolyte d’Albis & Ekrame Boubtane & Dramane Coulibaly, 2019. "International Migration and Regional Housing Markets: Evidence from France," International Regional Science Review, , vol. 42(2), pages 147-180, March.
    11. repec:hal:spmain:info:hdl:2441/7si2u15cul9u5a44sevcgkbaa9 is not listed on IDEAS
    12. Hayakawa, Kazuhiko, 2016. "Improved GMM estimation of panel VAR models," Computational Statistics & Data Analysis, Elsevier, vol. 100(C), pages 240-264.
    13. repec:hal:spmain:info:hdl:2441/dambferfb7dfprc9m052g20qh is not listed on IDEAS
    14. Antonella Cavallo & Antonio Ribba, 2017. "Measuring the Effects of Oil Price and Euro-area Shocks on CEECs Business Cycles," Department of Economics 0111, University of Modena and Reggio E., Faculty of Economics "Marco Biagi".
    15. KAMKOUM, Arnaud Cedric, 2023. "The Federal Reserve’s Response to the Global Financial Crisis and its Effects: An Interrupted Time-Series Analysis of the Impact of its Quantitative Easing Programs," Thesis Commons d7pvg, Center for Open Science.
    16. Zheng, Li & Abbasi, Kashif Raza & Salem, Sultan & Irfan, Muhammad & Alvarado, Rafael & Lv, Kangjuan, 2022. "How technological innovation and institutional quality affect sectoral energy consumption in Pakistan? Fresh policy insights from novel econometric approach," Technological Forecasting and Social Change, Elsevier, vol. 183(C).
    17. Zia-Ur- Rahman, 2019. "Influence of Excessive Expenditure of the Government in Perspective of Interest Rate and Money Circulation Which in Turn Affects the Growing Process in Pakistan," Asian Journal of Economics and Empirical Research, Asian Online Journal Publishing Group, vol. 6(2), pages 120-129.
    18. Pérez-Forero, Fernando, 2016. "Comparación de la transmisión de choques de política monetaria en América Latina: Un panel VAR jerárquico," Revista Estudios Económicos, Banco Central de Reserva del Perú, issue 32, pages 10-34.
    19. Francisco de Castro, 2006. "The macroeconomic effects of fiscal policy in Spain," Applied Economics, Taylor & Francis Journals, vol. 38(8), pages 913-924.
    20. Sun, Yanpeng & Song, Yuru & Long, Chi & Qin, Meng & Lobonţ, Oana-Ramona, 2023. "How to improve global environmental governance? Lessons learned from climate risk and climate policy uncertainty," Economic Analysis and Policy, Elsevier, vol. 80(C), pages 1666-1676.
    21. Guochang Wang & Wai Keung Li & Ke Zhu, 2018. "New HSIC-based tests for independence between two stationary multivariate time series," Papers 1804.09866, arXiv.org.
    22. Renatas Kizys & Peter Spencer, 2007. "Assessing the Relation between Equity Risk Premium and Macroeconomic Volatilities in the UK," Discussion Papers 07/13, Department of Economics, University of York.
    23. Jesús Fernández-Villaverde & Juan F. Rubio-Ramirez, 2001. "Comparing dynamic equilibrium economies to data," FRB Atlanta Working Paper 2001-23, Federal Reserve Bank of Atlanta.

    More about this item

    Statistics

    Access and download statistics

    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:hal:journl:halshs-03672103. 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: CCSD (email available below). General contact details of provider: https://hal.archives-ouvertes.fr/ .

    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.