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-03672103
    as

    Download full text from publisher

    File URL: https://shs.hal.science/halshs-03672103/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. 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.
    2. 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.
    3. Sims, Christopher A, 1980. "Macroeconomics and Reality," Econometrica, Econometric Society, vol. 48(1), pages 1-48, January.
    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. repec:hal:spmain:info:hdl:2441/4ect7tfnam9poo2tioundd7pb3 is not listed on IDEAS
    3. 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.
    4. 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.
    5. 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.
    6. Dhaene, Geert & Jochmans, Koen, 2016. "Bias-corrected estimation of panel vector autoregressions," Economics Letters, Elsevier, vol. 145(C), pages 98-103.
    7. Hippolyte d'Albis & Ekrame Boubtane & Dramane Coulibaly, 2018. "Immigration and Government Spending in OECD Countries," PSE Working Papers hal-01852411, HAL.
    8. 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.
    9. d’Albis, Hippolyte & Boubtane, Ekrame & Coulibaly, Dramane, 2021. "Demographic changes and the labor income share," European Economic Review, Elsevier, vol. 131(C).
    10. repec:hal:wpspec:info:hdl:2441/4ect7tfnam9poo2tioundd7pb3 is not listed on IDEAS
    11. repec:hal:spmain:info:hdl:2441/7si2u15cul9u5a44sevcgkbaa9 is not listed on IDEAS
    12. Hippolyte d'Ablis & Ekrame Boubtane & Dramane Coulibaly, 2017. "International Migration and Regional Housing Markets: Evidence from France," Working Papers hal-04141641, HAL.
    13. Hayakawa, Kazuhiko, 2016. "Improved GMM estimation of panel VAR models," Computational Statistics & Data Analysis, Elsevier, vol. 100(C), pages 240-264.
    14. Hansen, Lars Peter, 2013. "Uncertainty Outside and Inside Economic Models," Nobel Prize in Economics documents 2013-7, Nobel Prize Committee.
    15. repec:hal:spmain:info:hdl:2441/dambferfb7dfprc9m052g20qh is not listed on IDEAS
    16. Punzi, Maria Teresa, 2016. "Financial cycles and co-movements between the real economy, finance and asset price dynamics in large-scale crises," FinMaP-Working Papers 61, Collaborative EU Project FinMaP - Financial Distortions and Macroeconomic Performance: Expectations, Constraints and Interaction of Agents.
    17. 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".
    18. Evans, Charles L. & Marshall, David A., 2007. "Economic determinants of the nominal treasury yield curve," Journal of Monetary Economics, Elsevier, vol. 54(7), pages 1986-2003, October.
    19. 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.
    20. Bierens, H.J. & Broersma, L., 1991. "The relation between unemployment and interest rate : some international evidence," Serie Research Memoranda 0112, VU University Amsterdam, Faculty of Economics, Business Administration and Econometrics.
    21. Xu, Haifeng & Hamori, Shigeyuki, 2012. "Dynamic linkages of stock prices between the BRICs and the United States: Effects of the 2008–09 financial crisis," Journal of Asian Economics, Elsevier, vol. 23(4), pages 344-352.
    22. Viviane Luporini, 1999. "Federal domestic debt in Brazil: 1981-1996," Textos para Discussão Cedeplar-UFMG td128, Cedeplar, Universidade Federal de Minas Gerais.
    23. 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).
    24. Huang, Shupei & An, Haizhong & Gao, Xiangyun & Sun, Xiaoqi, 2017. "Do oil price asymmetric effects on the stock market persist in multiple time horizons?," Applied Energy, Elsevier, vol. 185(P2), pages 1799-1808.

    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.