IDEAS home Printed from https://ideas.repec.org/a/spr/soinre/v150y2020i1d10.1007_s11205-020-02290-2.html
   My bibliography  Save this article

Factors Explaining Life Expectancy at Age 65: A Panel Data Approach Applied to European Union Countries

Author

Listed:
  • Ana Poças

    (UDI, Polytechnic Institute of Guarda)

  • Elias Soukiazis

    (University of Coimbra)

  • Micaela Antunes

    (University of Coimbra)

Abstract

The aim of this paper is to explain the determinants of longevity in 20 European Union countries for which comparable data are available for the period 1990–2016. We use a health equation to explain life expectancy at age 65 for total population considering socioeconomic factors, population structure, health resources, lifestyles and environment as the main determinants of health status. Panel estimation techniques are implemented to estimate the health equation with lagged explanatory variables to attenuate the endogeneity problems of regressors. Our evidence shows that per capita income, education and pharmaceutical expenditures positively affect life expectancy at the age of 65. As expected, risky lifestyles and air pollution have a significant negative impact on health. The interaction between population age structure and pharmaceutical expenditures proves also to be important for explaining longevity. Our evidence reinforces the idea that investing in education and health care provision is the way to achieve healthier longevity allowing a more active participation of the elderly in society.

Suggested Citation

  • Ana Poças & Elias Soukiazis & Micaela Antunes, 2020. "Factors Explaining Life Expectancy at Age 65: A Panel Data Approach Applied to European Union Countries," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 150(1), pages 265-288, July.
  • Handle: RePEc:spr:soinre:v:150:y:2020:i:1:d:10.1007_s11205-020-02290-2
    DOI: 10.1007/s11205-020-02290-2
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s11205-020-02290-2
    File Function: Abstract
    Download Restriction: Access to the full text of the articles in this series is restricted.

    File URL: https://libkey.io/10.1007/s11205-020-02290-2?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
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Francesco Ricci & Marios Zachariadis, 2013. "Education Externalities on Longevity," Economica, London School of Economics and Political Science, vol. 80(319), pages 404-440, July.
    2. Bichaka Fayissa & Anca Traian, 2013. "Estimation of a Health Production Function: Evidence from East-European Countries," The American Economist, Sage Publications, vol. 58(2), pages 134-148, November.
    3. Ana Poças & Elias Soukiazis, 2010. "Health Status Determinants in the OECD Countries. A Panel Data Approach with Endogenous Regressors," GEMF Working Papers 2010-04, GEMF, Faculty of Economics, University of Coimbra.
    4. Francesco Ricci & Marios Zachariadis, 2013. "Education Externalities on Longevity," Economica, London School of Economics and Political Science, vol. 80(319), pages 404-440, July.
    5. Roland Rau & Eugeny Soroko & Domantas Jasilionis & James W. Vaupel, 2008. "Continued Reductions in Mortality at Advanced Ages," Population and Development Review, The Population Council, Inc., vol. 34(4), pages 747-768, December.
    6. World Health Organization, 2017. "WHO report on the global tobacco epidemic 2017: Monitoring tobacco use and prevention policies," University of California at San Francisco, Center for Tobacco Control Research and Education qt8nw5p0zt, Center for Tobacco Control Research and Education, UC San Francisco.
    7. Isabelle Joumard & Christophe André & Chantal Nicq & Olivier Chatal, 2008. "Health Status Determinants: Lifestyle, Environment, Health Care Resources and Efficiency," OECD Economics Department Working Papers 627, OECD Publishing.
    8. Mohan, Ramesh & Mirmirani, Sam, 2007. "An Assessment of OECD Health Care System Using Panel Data Analysis," MPRA Paper 6122, University Library of Munich, Germany.
    9. Fabrice Murtin & Johan Mackenbach & Domantas Jasilionis & Marco Mira d’Ercole, 2017. "Inequalities in longevity by education in OECD countries: Insights from new OECD estimates," OECD Statistics Working Papers 2017/2, OECD Publishing.
    10. Or, Zeynep & Wang, Jia & Jamison, Dean, 2005. "International differences in the impact of doctors on health: a multilevel analysis of OECD countries," Journal of Health Economics, Elsevier, vol. 24(3), pages 531-560, May.
    11. Abdalali Monsef & Abolfazl Shahmohammadi Mehrjardi, 2015. "Determinants of Life Expectancy: A Panel Data Approach," Asian Economic and Financial Review, Asian Economic and Social Society, vol. 5(11), pages 1251-1257, November.
    12. Abdalali Monsef & Abolfazl Shahmohammadi Mehrjardi, 2015. "Determinants of Life Expectancy: A Panel Data Approach," Asian Economic and Financial Review, Asian Economic and Social Society, vol. 5(11), pages 1251-1257.
    13. Hui Zheng, 2014. "Aging in the Context of Cohort Evolution and Mortality Selection," Demography, Springer;Population Association of America (PAA), vol. 51(4), pages 1295-1317, August.
    14. Chris James & Marion Devaux & Franco Sassi, 2017. "Inclusive growth and health," OECD Health Working Papers 103, OECD Publishing.
    15. James W. Shaw & William C. Horrace & Ronald J. Vogel, 2005. "The Determinants of Life Expectancy: An Analysis of the OECD Health Data," Southern Economic Journal, John Wiley & Sons, vol. 71(4), pages 768-783, April.
    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. Hao Yang & Shaobin Wang & Zhoupeng Ren & Haimeng Liu & Yun Tong & Na Wang, 2022. "Life Expectancy, Air Pollution, and Socioeconomic Factors: A Multivariate Time-Series Analysis of Beijing City, China," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 162(3), pages 979-994, August.
    2. Nakatani, Ryota & Zhang, Qianqian & Garcia Valdes, Isaura, 2023. "Health Expenditure Decentralization and Health Outcomes: The Importance of Governance," MPRA Paper 118062, University Library of Munich, Germany.
    3. Ryota Nakatani & Qianqian Zhang & Isaura Garcia Valdes, 2024. "Health Expenditure Decentralization and Health Outcomes: The Importance of Governance," Publius: The Journal of Federalism, CSF Associates Inc., vol. 54(1), pages 59-87.

    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. Amjad Ali & Marc Audi & Yannick Roussel, 2021. "Economic Misery, Urbanization and Life Expectancy in MENA Nations: An Empirical Analysis," International Journal of Economics and Financial Issues, Econjournals, vol. 11(5), pages 17-27.
    2. Asiskovitch, Sharon, 2010. "Gender and health outcomes: The impact of healthcare systems and their financing on life expectancies of women and men," Social Science & Medicine, Elsevier, vol. 70(6), pages 886-895, March.
    3. Aida Isabel Tavares, 2022. "Life expectancy at 65, associated factors for women and men in Europe," European Journal of Ageing, Springer, vol. 19(4), pages 1213-1227, December.
    4. Pedro Antonio Martín Cervantes & Nuria Rueda López & Salvador Cruz Rambaud, 2019. "A Causal Analysis of Life Expectancy at Birth. Evidence from Spain," IJERPH, MDPI, vol. 16(13), pages 1-14, July.
    5. ŞENTÜRK, İsmail & Ali, Amjad, 2019. "Socioeconomic Determinants of Gender Specific Life Expectancy in Turkey: A Time Series Analysis," MPRA Paper 97815, University Library of Munich, Germany.
    6. Pedro Antonio Martín Cervantes & Nuria Rueda López & Salvador Cruz Rambaud, 2020. "The Relative Importance of Globalization and Public Expenditure on Life Expectancy in Europe: An Approach Based on MARS Methodology," IJERPH, MDPI, vol. 17(22), pages 1-20, November.
    7. Pedro Antonio Martín Cervantes & Nuria Rueda López & Salvador Cruz Rambaud, 2020. "Life Expectancy at Birth in Europe: An Econometric Approach Based on Random Forests Methodology," Sustainability, MDPI, vol. 12(1), pages 1-17, January.
    8. Ana Poças & Elias Soukiazis, 2010. "Health Status Determinants in the OECD Countries. A Panel Data Approach with Endogenous Regressors," GEMF Working Papers 2010-04, GEMF, Faculty of Economics, University of Coimbra.
    9. Zhongdong Yu & Wei Liu & Liming Chen & Serkan Eti & Hasan Dinçer & Serhat Yüksel, 2019. "The Effects of Electricity Production on Industrial Development and Sustainable Economic Growth: A VAR Analysis for BRICS Countries," Sustainability, MDPI, vol. 11(21), pages 1-13, October.
    10. Vrachimis Konstantinos & Zachariadis Marios, 2013. "A contribution to the empirics of welfare growth," The B.E. Journal of Macroeconomics, De Gruyter, vol. 13(1), pages 1-32, April.
    11. Dang, Rui, 2015. "Spillover effects of local human capital stock on adult obesity: Evidence from German neighborhoods," Ruhr Economic Papers 585, RWI - Leibniz-Institut für Wirtschaftsforschung, Ruhr-University Bochum, TU Dortmund University, University of Duisburg-Essen.
    12. Gracia De Renteria, Pilar & Ferrer Perez, Hugo & Philippidis, George & Sanjuan Lopez, Ana Isabel, 2021. "Capturing the drivers of social SDGs: An econometric analysis of the dimensions of health and education," Conference papers 333271, Purdue University, Center for Global Trade Analysis, Global Trade Analysis Project.
    13. Mohammad Mafizur Rahman & Rezwanul Rana & Rasheda Khanam, 2022. "Determinants of life expectancy in most polluted countries: Exploring the effect of environmental degradation," PLOS ONE, Public Library of Science, vol. 17(1), pages 1-16, January.
    14. Elena Demuru & Viviana Egidi, 2016. "Adjusting prospective old-age thresholds by health status: empirical findings and implications. A case study of Italy," Vienna Yearbook of Population Research, Vienna Institute of Demography (VID) of the Austrian Academy of Sciences in Vienna, vol. 14(1), pages 131-154.
    15. Natalya Ketenci & Vasudeva N. R. Murthy, 2018. "Some determinants of life expectancy in the United States: results from cointegration tests under structural breaks," Journal of Economics and Finance, Springer;Academy of Economics and Finance, vol. 42(3), pages 508-525, July.
    16. Sean Dougherty & Luca Lorenzoni & Alberto Marino & Fabrice Murtin, 2022. "The impact of decentralisation on the performance of health care systems: a non-linear relationship," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 23(4), pages 705-715, June.
    17. Chika Priscilla Imoagwu & Uche Collins Nwogwugwu & Uju Regina Ezenekwe & Chris Ulua Kalu, 2023. "Food Production and Life Expectancy: Evidence from the Economic Community of West African States (ECOWAS)," International Journal of Research and Innovation in Social Science, International Journal of Research and Innovation in Social Science (IJRISS), vol. 7(9), pages 2099-2112, September.
    18. Bayram AYDIN, 2020. "The Impact of Economic Indicators on Life Expectancy: A Panel Data Analysis," Istanbul Journal of Economics-Istanbul Iktisat Dergisi, Istanbul University, Faculty of Economics, vol. 70(1), pages 163-181, June.
    19. Dierk Herzer, 2022. "The macro‐level effect of religiosity on health," Health Economics, John Wiley & Sons, Ltd., vol. 31(6), pages 993-1011, June.
    20. Jorge Calero & Álvaro Choi, 2015. "The distribution of skills among the European adult population and unemployment: a comparative approach," Working Papers 2015/35, Institut d'Economia de Barcelona (IEB).

    More about this item

    Keywords

    Life expectancy at age 65; Socioeconomic status; Panel data;
    All these keywords.

    JEL classification:

    • C23 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Models with Panel Data; Spatio-temporal Models
    • Q53 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Air Pollution; Water Pollution; Noise; Hazardous Waste; Solid Waste; Recycling
    • I14 - Health, Education, and Welfare - - Health - - - Health and Inequality
    • I15 - Health, Education, and Welfare - - Health - - - Health and Economic Development

    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:spr:soinre:v:150:y:2020:i:1:d:10.1007_s11205-020-02290-2. 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: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.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.