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. 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.
    3. 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).
    4. 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.
    5. 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).
    6. Fiorillo, Damiano & Sabatini, Fabio, 2015. "Structural social capital and health in Italy," Economics & Human Biology, Elsevier, vol. 17(C), pages 129-142.
    7. 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.
    8. 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.
    9. Sabatini, Fabio, 2014. "The relationship between happiness and health: Evidence from Italy," Social Science & Medicine, Elsevier, vol. 114(C), pages 178-187.
    10. 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.
    11. Jolidon, Vladimir, 2022. "Gender inequality and mammography screening: Does living with a partner improve women's mammography uptake?," Social Science & Medicine, Elsevier, vol. 298(C).
    12. Kjellsson, Sara, 2018. "," Working Paper Series 2/2018, Stockholm University, Swedish Institute for Social Research.
    13. Dhaval M. Dave & Muzhe Yang, 2022. "Maternal and fetal health effects of working during pregnancy," Review of Economics of the Household, Springer, vol. 20(1), pages 57-102, March.
    14. Brooke Helppie McFall & Amanda Sonnega & Robert J. Willis & Peter Hudomiet, 2015. "Occupations and Work Characteristics: Effects on Retirement Expectations and Timing," Working Papers wp331, University of Michigan, Michigan Retirement Research Center.
    15. Bloemraad, Irene & Terriquez, Veronica, 2016. "Cultures of engagement: The organizational foundations of advancing health in immigrant and low-income communities of color," Social Science & Medicine, Elsevier, vol. 165(C), pages 214-222.
    16. Damiano Fiorillo & Nunzia Nappo, 2017. "Formal volunteering and self-perceived health. Causal evidence from the UK-SILC," Review of Social Economy, Taylor & Francis Journals, vol. 75(2), pages 112-138, April.
    17. Joeri Bordes & Lucas Miranda & Maya Reinhardt & Sowmya Narayan & Jakob Hartmann & Emily L. Newman & Lea Maria Brix & Lotte Doeselaar & Clara Engelhardt & Larissa Dillmann & Shiladitya Mitra & Kerry J., 2023. "Automatically annotated motion tracking identifies a distinct social behavioral profile following chronic social defeat stress," Nature Communications, Nature, vol. 14(1), pages 1-19, December.
    18. Bjornstrom, Eileen E.S. & Kuhl, Danielle C., 2014. "A different look at the epidemiological paradox: Self-rated health, perceived social cohesion, and neighborhood immigrant context," Social Science & Medicine, Elsevier, vol. 120(C), pages 118-125.
    19. Li, Qin & Smith, James P. & Zhao, Yaohui, 2023. "Understanding the effects of widowhood on health in China: Mechanisms and heterogeneity," The Journal of the Economics of Ageing, Elsevier, vol. 25(C).
    20. Stefan Kühner & Maggie Lau & Evelyn Aboagye Addae, 2021. "The Mediating Role of Social Capital in the Relationship Between Hong Kong Children’s Socioeconomic Status and Subjective Well-Being," Child Indicators Research, Springer;The International Society of Child Indicators (ISCI), vol. 14(5), pages 1881-1909, October.

    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.