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Activity Profiles among Older Adults: Latent Class Analysis Using the Korean Time Use Survey

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  • Yungsoo Lee

    (Department of Social Welfare, Incheon National University, 119 Academy-ro, Yeonsu-gu, Incheon 22012, Korea)

Abstract

This study empirically explored the activity profiles of Korean older adults by considering a wide range of activities simultaneously and further investigated the socioeconomic factors associated with activity profiles. Gender differences in activity profiles were examined in-depth. Latent class analysis (LCA) was used to identify activity profiles based on a nationally representative sample of older adults from the most recent two waves of the Korean Time Use Survey ( n = 3034 for 2014 and n = 3960 for 2019). Multinomial logistic regression analysis was employed to further examine the factors associated with the activity profiles. The findings revealed four distinct activity groups, although there were differences in activity profiles between the two waves. Several sociodemographic factors, such as gender, age, assets and income, were significantly associated with the activity profiles. Findings from this study can inform policy makers seeking interventions that enhance the overall well-being of older adults through activity engagement.

Suggested Citation

  • Yungsoo Lee, 2021. "Activity Profiles among Older Adults: Latent Class Analysis Using the Korean Time Use Survey," IJERPH, MDPI, vol. 18(16), pages 1-17, August.
    • Handle: RePEc:gam:jijerp:v:18:y:2021:i:16:p:8786-:d:618118
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    References listed on IDEAS

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    1. Nancy Morrow-Howell & Michelle Putnam & Yung Soo Lee & Jennifer C. Greenfield & Megumi Inoue & Huajuan Chen, 2014. "An Investigation of Activity Profiles of Older Adults," The Journals of Gerontology: Series B, The Gerontological Society of America, vol. 69(5), pages 809-821.
    2. Michael Burda & Daniel Hamermesh & Philippe Weil, 2013. "Total work and gender: facts and possible explanations," Journal of Population Economics, Springer;European Society for Population Economics, vol. 26(1), pages 239-261, January.
    3. Yoko Sugihara & Hidehiro Sugisawa & Hiroshi Shibata & Ken Harada, 2008. "Productive Roles, Gender, and Depressive Symptoms: Evidence From a National Longitudinal Study of Late-Middle-Aged Japanese," The Journals of Gerontology: Series B, The Gerontological Society of America, vol. 63(4), pages 227-234.
    4. Campaña, Juan Carlos & Gimenez-Nadal, J. Ignacio & Molina, José Alberto, 2015. "Gender differences in the distribution of total work-time of Latin- American families: the importance of social norms," MPRA Paper 62759, University Library of Munich, Germany.
    5. Juster, F Thomas & Stafford, Frank P, 1991. "The Allocation of Time: Empirical Findings, Behavioral Models, and Problems of Measurement," Journal of Economic Literature, American Economic Association, vol. 29(2), pages 471-522, June.
    6. Huiying Liu & Wei Qun Lou, 2016. "Patterns of productive activity engagement among older adults in urban China," European Journal of Ageing, Springer, vol. 13(4), pages 361-372, December.
    7. Soondool Chung & Eunjin Lee, 2017. "Patterns of Time Use Across the Life Span in Korea: A Latent Class Analysis and Age and Gender Differences," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 134(3), pages 1135-1155, December.
    8. David Steinmayr & Doris Weichselbaumer & Rudolf Winter-Ebmer, 2020. "Gender Differences in Active Ageing: Findings from a New Individual-Level Index for European Countries," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 151(2), pages 691-721, September.
    9. Allison A. M. Bielak & Tiffany F. Hughes & Brent J. Small & Roger A. Dixon, 2007. "It's Never Too Late to Engage in Lifestyle Activities: Significant Concurrent but not Change Relationships Between Lifestyle Activities and Cognitive Speed," The Journals of Gerontology: Series B, The Gerontological Society of America, vol. 62(6), pages 331-339.
    10. Jeffrey A. Burr & Jan E. Mutchler & Francis G. Caro, 2007. "Productive Activity Clusters Among Middle-Aged and Older Adults: Intersecting Forms and Time Commitments," The Journals of Gerontology: Series B, The Gerontological Society of America, vol. 62(4), pages 267-275.
    11. Donna Dosman & Janet Fast & Sherry Chapman & Norah Keating, 2006. "Retirement and Productive Activity in Later Life," Journal of Family and Economic Issues, Springer, vol. 27(3), pages 401-419, September.
    12. Kim, Ju Hyun, 2019. "Productive aging of Korean older people based on time use," Social Science & Medicine, Elsevier, vol. 229(C), pages 6-13.
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    Cited by:

    1. Santos, João Vasco & Cylus, Jonathan, 2024. "The value of healthy ageing: Estimating the economic value of health using time use data," Social Science & Medicine, Elsevier, vol. 340(C).

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