IDEAS home Printed from https://ideas.repec.org/a/spr/eujoag/v15y2018i2d10.1007_s10433-017-0448-x.html
   My bibliography  Save this article

Predictors of decline in self-reported health: addressing non-ignorable dropout in longitudinal studies of aging

Author

Listed:
  • Minna Genbäck

    (USBE, Umeå University
    Umeå University)

  • Nawi Ng

    (Umeå University
    Umeå University)

  • Elena Stanghellini

    (University of Perugia)

  • Xavier de Luna

    (USBE, Umeå University)

Abstract

Predictors of decline in health in older populations have been investigated in multiple studies before. Most longitudinal studies of aging, however, assume that dropout at follow-up is ignorable (missing at random) given a set of observed characteristics at baseline. The objective of this study was to address non-ignorable dropout in investigating predictors of declining self-reported health (SRH) in older populations (50 years or older) in Sweden, the Netherlands, and Italy. We used the SHARE panel survey, and since only 2895 out of the original 5657 participants in the survey 2004 were followed up in 2013, we studied whether the results were sensitive to the expectation that those dropping out have a higher proportion of decliners in SRH. We found that older age and a greater number of chronic diseases were positively associated with a decline in self-reported health in the three countries studies here. Maximum grip strength was associated with decline in self-reported health in Sweden and Italy, and self-reported limitations in normal activities due to health problems were associated with decline in self-reported health in Sweden. These results were not sensitive to non-ignorable dropout. On the other hand, although obesity was associated with decline in a complete case analysis, this result was not confirmed when performing a sensitivity analysis to non-ignorable dropout. The findings, thereby, contribute to the literature in understanding the robustness of longitudinal study results to non-ignorable dropout while considering three different population samples in Europe.

Suggested Citation

  • Minna Genbäck & Nawi Ng & Elena Stanghellini & Xavier de Luna, 2018. "Predictors of decline in self-reported health: addressing non-ignorable dropout in longitudinal studies of aging," European Journal of Ageing, Springer, vol. 15(2), pages 211-220, June.
  • Handle: RePEc:spr:eujoag:v:15:y:2018:i:2:d:10.1007_s10433-017-0448-x
    DOI: 10.1007/s10433-017-0448-x
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s10433-017-0448-x
    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/s10433-017-0448-x?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. Padmaja Ayyagari & Fred Ullrich & Theodore K Malmstrom & Elena M Andresen & Mario Schootman & J Philip Miller & Douglas K Miller & Fredric D Wolinsky, 2012. "Self-Rated Health Trajectories in the African American Health Cohort," PLOS ONE, Public Library of Science, vol. 7(12), pages 1-9, December.
    2. Giordano, Giuseppe N. & Lindstrom, Martin, 2010. "The impact of changes in different aspects of social capital and material conditions on self-rated health over time: A longitudinal cohort study," Social Science & Medicine, Elsevier, vol. 70(5), pages 700-710, March.
    3. Eriksson, Malin & Ng, Nawi, 2015. "Changes in access to structural social capital and its influence on self-rated health over time for middle-aged men and women: A longitudinal study from northern Sweden," Social Science & Medicine, Elsevier, vol. 130(C), pages 250-258.
    4. Audrey Simons & Daniëlle Groffen & Hans Bosma, 2013. "Income-related health inequalities: does perceived discrimination matter?," International Journal of Public Health, Springer;Swiss School of Public Health (SSPH+), vol. 58(4), pages 513-520, August.
    5. Pia Svedberg & Margaret Gatz & Paul Lichtenstein & Sven Sandin & Nancy L. Pedersen, 2005. "Self-Rated Health in a Longitudinal Perspective: A 9-Year Follow-Up Twin Study," The Journals of Gerontology: Series B, The Gerontological Society of America, vol. 60(6), pages 331-340.
    6. Liu, Hui, 2012. "Marital dissolution and self-rated health: Age trajectories and birth cohort variations," Social Science & Medicine, Elsevier, vol. 74(7), pages 1107-1116.
    7. Ralitza Gueorguieva & Jody L. Sindelar & Tracy A. Falba & Jason M. Fletcher & Patricia Keenan & Ran Wu & William T. Gallo, 2009. "The Impact of Occupation on Self-Rated Health: Cross-Sectional and Longitudinal Evidence from the Health and Retirement Survey," The Journals of Gerontology: Series B, The Gerontological Society of America, vol. 64(1), pages 118-124.
    8. Maria Josefsson & Xavier Luna & Michael J. Daniels & Lars Nyberg, 2016. "Causal inference with longitudinal outcomes and non-ignorable dropout: estimating the effect of living alone on cognitive decline," Journal of the Royal Statistical Society Series C, Royal Statistical Society, vol. 65(1), pages 131-144, January.
    9. Hämmig, Oliver & Gutzwiller, Felix & Kawachi, Ichiro, 2014. "The contribution of lifestyle and work factors to social inequalities in self-rated health among the employed population in Switzerland," Social Science & Medicine, Elsevier, vol. 121(C), pages 74-84.
    10. Minna Genbäck & Elena Stanghellini & Xavier Luna, 2015. "Uncertainty intervals for regression parameters with non-ignorable missingness in the outcome," Statistical Papers, Springer, vol. 56(3), pages 829-847, August.
    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. Anita Lindmark, 2022. "Sensitivity analysis for unobserved confounding in causal mediation analysis allowing for effect modification, censoring and truncation," Statistical Methods & Applications, Springer;Società Italiana di Statistica, vol. 31(4), pages 785-814, October.

    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. Rodgers, Justin & Valuev, Anna V. & Hswen, Yulin & Subramanian, S.V., 2019. "Social capital and physical health: An updated review of the literature for 2007–2018," Social Science & Medicine, Elsevier, vol. 236(C), pages 1-1.
    2. Damiano Fiorillo & Giuseppe Lubrano Lavadera & Nunzia Nappo, 2020. "Individual Heterogeneity in the Association Between Social Participation and Self-rated Health: A Panel Study on BHPS," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 151(2), pages 645-667, September.
    3. Newton, Nicky J. & Ryan, Lindsay H. & King, Rachel T. & Smith, Jacqui, 2014. "Cohort differences in the marriage–health relationship for midlife women," Social Science & Medicine, Elsevier, vol. 116(C), pages 64-72.
    4. McCluney, Courtney L. & Schmitz, Lauren L. & Hicken, Margaret T. & Sonnega, Amanda, 2018. "Structural racism in the workplace: Does perception matter for health inequalities?," Social Science & Medicine, Elsevier, vol. 199(C), pages 106-114.
    5. Nummela, Olli & Raivio, Risto & Uutela, Antti, 2012. "Trust, self-rated health and mortality: A longitudinal study among ageing people in Southern Finland," Social Science & Medicine, Elsevier, vol. 74(10), pages 1639-1643.
    6. Ana Lucia Abeliansky & Holger Strulik, 2023. "Health and aging before and after retirement," Journal of Population Economics, Springer;European Society for Population Economics, vol. 36(4), pages 2825-2855, October.
    7. Vonneilich, Nico & Lüdecke, Daniel & von dem Knesebeck, Olaf, 2020. "Educational inequalities in self-rated health and social relationships – analyses based on the European Social Survey 2002-2016," Social Science & Medicine, Elsevier, vol. 267(C).
    8. Keiichi Shimatani & Mayuko T. Komada & Jun Sato, 2021. "Impact of the Changes in the Frequency of Social Participation on All-Cause Mortality in Japanese Older Adults: A Nationwide Longitudinal Study," IJERPH, MDPI, vol. 19(1), pages 1-13, December.
    9. Maria Josefsson & Michael J. Daniels, 2021. "Bayesian semi‐parametric G‐computation for causal inference in a cohort study with MNAR dropout and death," Journal of the Royal Statistical Society Series C, Royal Statistical Society, vol. 70(2), pages 398-414, March.
    10. Strulik, Holger, 2022. "A health economic theory of occupational choice, aging, and longevity," Journal of Health Economics, Elsevier, vol. 82(C).
    11. Eiji Yamamura, 2011. "Differences in the effect of social capital on health status between workers and non-workers," International Review of Economics, Springer;Happiness Economics and Interpersonal Relations (HEIRS), vol. 58(4), pages 385-400, December.
    12. Sinha, Kompal & Davillas, Apostolos & Jones, Andrew M. & Sharma, Anurag, 2021. "Do socioeconomic health gradients persist over time and beyond income? A distributional analysis using UK biomarker data," Economics & Human Biology, Elsevier, vol. 43(C).
    13. Lorenzo Rocco & Elena Fumagalli & Marc Suhrcke, 2014. "From Social Capital To Health – And Back," Health Economics, John Wiley & Sons, Ltd., vol. 23(5), pages 586-605, May.
    14. Halleröd, Björn & Gustafsson, Jan-Eric, 2011. "A longitudinal analysis of the relationship between changes in socio-economic status and changes in health," Social Science & Medicine, Elsevier, vol. 72(1), pages 116-123, January.
    15. Fiorillo, Damiano & Sabatini, Fabio, 2015. "Structural social capital and health in Italy," Economics & Human Biology, Elsevier, vol. 17(C), pages 129-142.
    16. Ahnquist, Johanna & Wamala, Sarah P. & Lindstrom, Martin, 2012. "Social determinants of health – A question of social or economic capital? Interaction effects of socioeconomic factors on health outcomes," Social Science & Medicine, Elsevier, vol. 74(6), pages 930-939.
    17. Damiano Fiorillo, 2016. "Workers’ health and social relations in Italy," Journal of Economic Studies, Emerald Group Publishing Limited, vol. 43(5), pages 835-862, October.
    18. Xindong Xue & W. Robert Reed, 2015. "The Relationship Between Social Capital And Health In China," Working Papers in Economics 15/05, University of Canterbury, Department of Economics and Finance.
    19. Landstedt, Evelina & Almquist, Ylva B. & Eriksson, Malin & Hammarström, Anne, 2016. "Disentangling the directions of associations between structural social capital and mental health: Longitudinal analyses of gender, civic engagement and depressive symptoms," Social Science & Medicine, Elsevier, vol. 163(C), pages 135-143.
    20. Adjaye-Gbewonyo, Kafui & Kawachi, Ichiro & Subramanian, S.V. & Avendano, Mauricio, 2018. "High social trust associated with increased depressive symptoms in a longitudinal South African sample," Social Science & Medicine, Elsevier, vol. 197(C), pages 127-135.

    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:eujoag:v:15:y:2018:i:2:d:10.1007_s10433-017-0448-x. 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.