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

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  • 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
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    File URL: http://repec.org/frsug2022/France22_Costi.pdf
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    References listed on IDEAS

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    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.
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