IDEAS home Printed from https://ideas.repec.org/p/boc/fsug22/11.html
   My bibliography  Save this paper

Health and quality of life in aging populations: A structural equation modeling approach

Author

Listed:
  • Chiara Costi

    (Lancaster University)

Abstract

Higher life expectancy and lower fertility rates are changing the global population structure, leading to a fast-growing aging society. To face this societal challenge, governments worldwide are increasing public expenditures focusing on healthy aging. The objective of these investments is to increase quality of life among older people. However, there is a lack of studies focused on understanding the extent to which a wide range of demographic, socioeconomic, and health characteristics are associated with quality of life in advanced ages. Therefore, the objective of this presentation is to explore the role of a variety of factors toward quality of life, with a particular focus on health. Structural equation modeling (SEM) is employed using Stata 16 to explore these associations, using data drawn from the Survey of Health, Ageing and Retirement in Europe (SHARE). Contrary to many studies that use self-assessed single-item questions or additive indices to measure unobserved concepts, such as health and quality of life, this presentation models such constructs as latent variables. Moreover, a minor contribution of this presentation is to employ standard statistical techniques using additive indices along with the main SEM estimation. As the theory predicts, estimates found with additive indices are downward biased compared with latent variables, but so far, there are no studies showing this empirical exercise. The overall findings suggest that nonpecuniary factors, especially physical health status and participating in social activities, play a larger role in enhancing quality of life in advanced age compared with pecuniary factors such as income and financial assets. Therefore, greater attention should be paid on non-economic factors to enrich quality of life among an increasingly aging population.

Suggested Citation

  • Chiara Costi, 2022. "Health and quality of life in aging populations: A structural equation modeling approach," French Stata Users' Group Meetings 2022 11, Stata Users Group.
  • Handle: RePEc:boc:fsug22:11
    as

    Download full text from publisher

    File URL: http://repec.org/frsug2022/France22_Costi.pdf
    File Function: presentation materials
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Marta Pascual-Sáez & David Cantarero-Prieto & Carla Blázquez-Fernández, 2019. "Partner’s depression and quality of life among older Europeans," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 20(7), pages 1093-1101, September.
    2. Piotr Tarka, 2018. "An overview of structural equation modeling: its beginnings, historical development, usefulness and controversies in the social sciences," Quality & Quantity: International Journal of Methodology, Springer, vol. 52(1), pages 313-354, January.
    3. Betsey Stevenson & Justin Wolfers, 2009. "The Paradox of Declining Female Happiness," American Economic Journal: Economic Policy, American Economic Association, vol. 1(2), pages 190-225, August.
    4. Lyons, Angela C. & Grable, John E. & Joo, So-Hyun, 2018. "A cross-country analysis of population aging and financial security," The Journal of the Economics of Ageing, Elsevier, vol. 12(C), pages 96-117.
    5. Wagstaff, Adam, 1986. "The demand for health : Some new empirical evidence," Journal of Health Economics, Elsevier, vol. 5(3), pages 195-233, September.
    6. Carmen Rodríguez-Blázquez & Oscar Ribeiro & Alba Ayala & Laetitia Teixeira & Lia Araújo & Maria João Forjaz, 2020. "Psychometric Properties of the CASP-12 Scale in Portugal: An Analysis Using SHARE Data," IJERPH, MDPI, vol. 17(18), pages 1-12, September.
    7. Van de Ven, Wynand P. M. M. & Van Der Gaag, Jacques, 1982. "Health as an unobservable : A MIMIC-model of demand for health care," Journal of Health Economics, Elsevier, vol. 1(2), pages 157-183, August.
    8. Karen M van Leeuwen & Miriam S van Loon & Fenna A van Nes & Judith E Bosmans & Henrica C W de Vet & Johannes C F Ket & Guy A M Widdershoven & Raymond W J G Ostelo, 2019. "What does quality of life mean to older adults? A thematic synthesis," PLOS ONE, Public Library of Science, vol. 14(3), pages 1-39, March.
    9. Awad Mataria & Rita Giacaman & Angelo Stefanini & Nirmala Naidoo & Paul Kowal & Somnath Chatterji, 2009. "The quality of life of Palestinians living in chronic conflict: assessment and determinants," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 10(1), pages 93-101, February.
    10. Adam Wagstaff, 1993. "The demand for health: An empirical reformulation of the Grossman model," Health Economics, John Wiley & Sons, Ltd., vol. 2(2), pages 189-198, July.
    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. Galama, Titus & Kapteyn, Arie, 2011. "Grossman’s missing health threshold," Journal of Health Economics, Elsevier, vol. 30(5), pages 1044-1056.
    2. Galama, T. & Hullegie, P. & Meijer, E. & Outcault, S., 2012. "Empirical evidence for decreasing returns to scale in a health capital model," Health, Econometrics and Data Group (HEDG) Working Papers 12/05, HEDG, c/o Department of Economics, University of York.
    3. Titus J. Galama & Patrick Hullegie & Erik Meijer & Sarah Outcault, 2012. "Is There Empirical Evidence For Decreasing Returns To Scale In A Health Capital Model?," Health Economics, John Wiley & Sons, Ltd., vol. 21(9), pages 1080-1100, September.
    4. Galama, Titus & Kapteyn, Arie, 2011. "Grossman’s missing health threshold," Journal of Health Economics, Elsevier, pages 1044-1056.
    5. Lurås, Hilde, 2009. "A healthy lifestyle: The product of opportunities and preferences," HERO Online Working Paper Series 2001:11, University of Oslo, Health Economics Research Programme.
    6. Manoj K. Pandey, 2013. "Elderly's Health Shocks and Household's Ex-ante Poverty in India," ASARC Working Papers 2013-01, The Australian National University, Australia South Asia Research Centre.
    7. Ulf‐ G. Gerdtham, 1997. "Equity in Health Care Utilization: Further Tests Based on Hurdle Models and Swedish Micro Data," Health Economics, John Wiley & Sons, Ltd., vol. 6(3), pages 303-319, May.
    8. Gerdtham, Ulf-G & Johannesson, Magnus, 2001. "The relationship between happiness, health, and socio-economic factors: results based on Swedish microdata," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 30(6), pages 553-557.
    9. Zhong Zhao, 2008. "Health demand and health determinants in China," Journal of Chinese Economic and Business Studies, Taylor & Francis Journals, vol. 6(1), pages 77-98.
    10. Davillas, Apostolos & Pudney, Stephen, 2020. "Biomarkers, disability and health care demand," Economics & Human Biology, Elsevier, vol. 39(C).
    11. Gomez, Miguel I. & Ranney, Christine K., 2002. "Effects Of Food And Health Spending Patterns On The Health Of The Elderly," 2002 Annual meeting, July 28-31, Long Beach, CA 19608, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association).
    12. Halliday, Timothy J. & He, Hui & Ning, Lei & Zhang, Hao, 2019. "Health Investment Over The Life-Cycle," Macroeconomic Dynamics, Cambridge University Press, vol. 23(1), pages 178-215, January.
    13. Gerdtham, U. -G. & Johannesson, M. & Lundberg, L. & Isacson, D., 1999. "The demand for health: results from new measures of health capital," European Journal of Political Economy, Elsevier, vol. 15(3), pages 501-521, September.
    14. Michael Grossman, 2022. "The demand for health turns 50: Reflections," Health Economics, John Wiley & Sons, Ltd., vol. 31(9), pages 1807-1822, September.
    15. Jochen Hartwig & Jan-Egbert Sturm, 2018. "Testing the Grossman model of medical spending determinants with macroeconomic panel data," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 19(8), pages 1067-1086, November.
    16. Vincenzo Atella & Federico Belotti & Domenico Depalo, 2017. "Drug therapy adherence and health outcomes in the presence of physician and patient unobserved heterogeneity," Health Economics, John Wiley & Sons, Ltd., vol. 26(S2), pages 106-126, September.
    17. Peter Zweifel, 2012. "The Grossman model after 40 years," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 13(6), pages 677-682, December.
    18. Anne Case & Angus S. Deaton, 2005. "Broken Down by Work and Sex: How Our Health Declines," NBER Chapters, in: Analyses in the Economics of Aging, pages 185-212, National Bureau of Economic Research, Inc.
    19. Burggraf, Christine, 2017. "Russian demand for dietary quality: Nutrition transition, diet quality measurement, and health investment theory," Studies on the Agricultural and Food Sector in Transition Economies 269539, Institute of Agricultural Development in Transition Economies (IAMO).
    20. Hren Rok, 2012. "Theoretical shortcomings of the Grossman model," Bulletin: Economics, Organisation and Informatics in Healthcare, Sciendo, vol. 28(1), pages 63-75, January.

    More about this item

    NEP fields

    This paper has been announced in the following NEP Reports:

    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:boc:fsug22:11. 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: Christopher F Baum (email available below). General contact details of provider: https://edirc.repec.org/data/stataea.html .

    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.