Trajectories of social isolation and depressive symptoms in mid- and later life: a parallel process latent growth curve analysis

References

• Anderson, G. O., & Thayer, C. E. (2018). Loneliness and social connections: A national survey of adults 45 and older. AARP Foundation.
   Google Scholar
• Bennett, S., & Thomas, A. J. (2014). Depression and dementia: Cause, consequence or coincidence? Maturitas, 79(2), 184–190. https://doi.org/10.1016/j.maturitas.2014.05.009
   PubMed Web of Science ®Google Scholar
• Burholt, V., Winter, B., Aartsen, M., Constantinou, C., Dahlberg, L., Feliciano, V., De Jong Gierveld, J., Van Regenmortel, S., & Waldegrave, C, Working Group on Exclusion from Social Relations, part of the COST-financed Research Network ‘Reducing Old-Age Exclusion: Collaborations in Research and Policy’ (ROSENet). (2020). A critical review and development of a conceptual model of exclusion from social relations for older people. European Journal of Ageing, 17(1), 3–19. https://doi.org/10.1007/s10433-019-00506-0
   PubMed Web of Science ®Google Scholar
• Cacioppo, J. T., Hawkley, L. C., & Thisted, R. A. (2010). Perceived social isolation makes me sad: 5-year cross-lagged analyses of loneliness and depressive symptomatology in the Chicago Health, Aging, and Social Relations Study. Psychology and Aging, 25(2), 453–463. https://doi.org/10.1037/a0017216
   PubMed Web of Science ®Google Scholar
• Cacioppo, J. T., Hughes, M. E., Waite, L. J., Hawkley, L. C., & Thisted, R. A. (2006). Loneliness as a specific risk factor for depressive symptoms: Cross-sectional and longitudinal analyses. Psychology and Aging, 21(1), 140–151. https://doi.org/10.1037/0882-7974.21.1.140
   PubMed Web of Science ®Google Scholar
• Carstensen, L. L. (1995). Evidence for a life-span theory of socioemotional selectivity. Current Directions in Psychological Science, 4(5), 151–156. https://doi.org/10.1111/1467-8721.ep11512261
   Web of Science ®Google Scholar
• Chen, F. F. (2007). Sensitivity of goodness of fit indexes to lack of measurement invariance. Structural Equation Modeling: A Multidisciplinary Journal, 14(3), 464–504. https://doi.org/10.1080/10705510701301834
   Web of Science ®Google Scholar
• Chui, H., Gerstorf, D., Hoppmann, C. A., & Luszcz, M. A. (2015). Trajectories of depressive symptoms in old age: Integrating age-, pathology-, and mortality-related changes. Psychology and Aging, 30(4), 940–951. https://doi.org/10.1037/pag0000054
   PubMed Web of Science ®Google Scholar
• Clarke, P., Marshall, V., House, J., & Lantz, P. (2011). The social structuring of mental health over the adult life course: Advancing theory in the sociology of aging. Social Forces, 89(4), 1287–1313. https://doi.org/10.1093/sf/89.4.1287
   PubMed Web of Science ®Google Scholar
• Cornwell, E. Y., & Waite, L. J. (2009). Social disconnectedness, perceived isolation, and health among older adults. Journal of Health and Social Behavior, 50(1), 31–48. https://doi.org/10.1177/002214650905000103
   PubMed Web of Science ®Google Scholar
• Courtin, E., & Knapp, M. (2017). Social isolation, loneliness and health in old age: A scoping review. Health & Social Care in the Community, 25(3), 799–812. https://doi.org/10.1111/hsc.12311
   PubMed Web of Science ®Google Scholar
• Cudjoe, T. K. M., Roth, D. L., Szanton, S. L., Wolff, J. L., Boyd, C. M., & Thorpe, R. J.Jr (2020). The epidemiology of social isolation: National Health and Aging Trends Study. The Journals of Gerontology. Series B, Psychological Sciences and Social Sciences, 75(1), 107–113. https://doi.org/10.1093/geronb/gby037
   PubMed Web of Science ®Google Scholar
• Domènech-Abella, J., Mundó, J., Haro, J. M., & Rubio-Valera, M. (2019). Anxiety, depression, loneliness and social network in the elderly: Longitudinal associations from The Irish Longitudinal Study on Ageing (TILDA). Journal of Affective Disorders, 246, 82–88. https://doi.org/10.1016/j.jad.2018.12.043
   PubMed Web of Science ®Google Scholar
• Domènech-Abella, J., Mundó, J., Switsers, L., van Tilburg, T., Fernández, D., & Aznar-Lou, I. (2021). Social network size, loneliness, physical functioning and depressive symptoms among older adults: Examining reciprocal associations in four waves of the Longitudinal Aging Study Amsterdam (LASA). International Journal of Geriatric Psychiatry, 36(10), 1541–1549. https://doi.org/10.1002/gps.5560
   PubMed Web of Science ®Google Scholar
• Eaton, W. W., Shao, H., Nestadt, G., Lee, B. H., Bienvenu, O. J., & Zandi, P. (2008). Population-based study of firstonset and chronicity in major depressive disorder. Archives of General Psychiatry, 65(5), 513–520. https://doi.org/10.1001/archpsyc.65.5.513
   PubMed Web of Science ®Google Scholar
• Enders, C. K., & Bandalos, D. L. (2001). The relative performance of full information maximum likelihood estimation for missing data in Structural Equation Models. Structural Equation Modeling: A Multidisciplinary Journal, 8(3), 430–457. https://doi.org/10.1207/S15328007SEM0803_5
   Web of Science ®Google Scholar
• Fabozzi, F. J., Focardi, S. M., Rachev, S. T., & Arshanapalli, B. G. (2014). The basics of financial econometrics: Tools, concepts, and asset management applications. John Wiley & Sons.
   Google Scholar
• Ferraro, K. F., & Farmer, M. M. (1996). Double jeopardy, aging as leveler, or persistent health Inequality? A longitudinal analysis of White and Black Americans. The Journals of Gerontology. Series B, Psychological Sciences and Social Sciences, 51(6), S319–S328. https://doi.org/10.1093/geronb/51b.6.s319
   PubMed Web of Science ®Google Scholar
• Finlay, J. M., & Kobayashi, L. C. (2018). Social isolation and loneliness in later life: A parallel convergent mixed-methods case study of older adults and their residential contexts in the Minneapolis metropolitan area, USA. Social Science & Medicine (1982), 208, 25–33. https://doi.org/10.1016/j.socscimed.2018.05.010
   PubMed Web of Science ®Google Scholar
• Gilman, S. E., Sucha, E., Kingsbury, M., Horton, N. J., Murphy, J. M., & Colman, I. (2017). Depression and mortality in a longitudinal study: 1952–2011. Canadian Medical Association Journal, 189(42), E1304–E1310. https://doi.org/10.1503/cmaj.170125
   PubMed Web of Science ®Google Scholar
• Hawkley, L. C., Browne, M. W., & Cacioppo, J. T. (2005). How can I connect with thee?: Let me count the ways. Psychological Science, 16(10), 798–804. https://doi.org/10.1111/j.1467-9280.2005.01617.x
   PubMed Web of Science ®Google Scholar
• Hawkley, L. C., & Cacioppo, J. T. (2010). Loneliness matters: A theoretical and empirical review of consequences and mechanisms. Annals of Behavioral Medicine, 40(2), 218–227. https://doi.org/10.1007/s12160-010-9210-8
   PubMed Web of Science ®Google Scholar
• Hawkley, L. C., Wroblewski, K., Kaiser, T., Luhmann, M., & Schumm, L. P. (2019). Are US older adults getting lonelier? Age, period, and cohort differences. Psychology and Aging, 34(8), 1144–1157. https://doi.org/10.1037/pag0000365
   PubMed Web of Science ®Google Scholar
• Holt-Lunstad, J., Smith, T. B., Baker, M., Harris, T., & Stephenson, D. (2015). Loneliness and social isolation as risk factors for mortality: A meta-analytic review. Perspectives on Psychological Science, 10(2), 227–237. https://doi.org/10.1177/1745691614568352
   PubMed Web of Science ®Google Scholar
• Hughes, M. E., Waite, L. J., Hawkley, L. C., & Cacioppo, J. T. (2004). A short scale for measuring loneliness in large surveys: Results from two population-based studies. Research on Aging, 26(6), 655–672. https://doi.org/10.1177/0164027504268574
   PubMed Web of Science ®Google Scholar
• Inaba, A., Thoits, P. A., Ueno, K., Gove, W. R., Evenson, R. J., & Sloan, M. (2005). Depression in the United States and Japan: Gender, marital status, and SES patterns. Social Science & Medicine, 61(11), 2280–2292. https://doi.org/10.1016/j.socscimed.2005.07.014
   Google Scholar
• Katz, S., Ford, A. B., Moskowitz, R. W., Jackson, B. A., & Jaffe, M. W. (1963). Studies of illness in the aged. The index of ADL: A standardized measure of biologic and psychologic function. JAMA, 185, 914–919. https://doi.org/10.1001/jama.1963.03060120024016
   PubMed Web of Science ®Google Scholar
• Kessler, R. C., & Essex, M. (1982). Marital status and depression: The importance of coping resources. Social Forces, 61(2), 484–507. https://doi.org/10.1093/sf/61.2.484
   Google Scholar
• Lawton, M. P., & Brody, E. M. (1969). Assessment of older people: Self-maintaining and instrumental activities of daily living. The Gerontologist, 9(3), 179–186. https://doi.org/10.1093/geront/9.3_Part_1.179
   PubMed Web of Science ®Google Scholar
• Lim, M. H., Rodebaugh, T. L., Zyphur, M. J., & Gleeson, J. F. (2016). Loneliness over time: The crucial role of social anxiety. Journal of Abnormal Psychology, 125(5), 620–630. https://doi.org/10.1037/abn0000162
   PubMed Web of Science ®Google Scholar
• Luo, M. S., & Li, L. (2021). Changes in depressive symptoms from pre-to postretirement over a 20-year span: The role of selfperceptions of aging. Journal of Affective Disorders, 292, 1–8. https://doi.org/10.1016/j.jad.2021.05.059
   Google Scholar
• Luo, M. S., Li, L. W., Liu, Z., & Li, A. (2023). Sociodemographic dynamics and age trajectories of depressive symptoms among adults in mid- and later life: A cohort perspective. Aging & Mental Health, 27(1), 18–28. https://doi.org/10.1080/13607863.2021.2010182
   Google Scholar
• Meredith, W. (1993). Measurement invariance, factor analysis and factorial invariance. Psychometrika, 58(4), 525–543. https://doi.org/10.1007/BF02294825
   Web of Science ®Google Scholar
• Mirowsky, J., & Ross, C. E. (1992). Age and depression. Journal of Health and Social Behavior, 33(3), 187–205. https://doi.org/10.2307/2137349
   PubMed Web of Science ®Google Scholar
• Mund, M., Freuding, M. M., Möbius, K., Horn, N., & Neyer, F. J. (2020). The stability and change of loneliness across the life span: A meta-analysis of longitudinal studies. Personality and Social Psychology Review, 24(1), 24–52. https://doi.org/10.1177/1088868319850738
   PubMed Web of Science ®Google Scholar
• Mund, M., & Nestler, S. (2019). Beyond the cross-lagged panel model: Next-generation statistical tools for analyzing interdependencies across the life course. Advances in Life Course Research, 41, 100249. https://doi.org/10.1016/j.alcr.2018.10.002
   PubMed Web of Science ®Google Scholar
• Nagi, S. Z. (1976). An epidemiology of disability among adults in the United States. The Milbank Memorial Fund Quarterly. Health and Society, 54(4), 439–467.
   PubMedGoogle Scholar
• National Academies of Sciences Engineering & Medicine (2020). Social isolation and loneliness in older adults: Opportunities for the health care system. National Academies Press.
   Google Scholar
• Pearlin, L. I., & Johnson, J. S. (1977). Marital status, life-strains and depression. American Sociological Review, 42(5), 704–715. https://doi.org/10.2307/2094860
   Google Scholar
• Perissinotto, C., Holt-Lunstad, J., Periyakoil, V. S., & Covinsky, K. (2019). A practical approach to assessing and mitigating loneliness and isolation in older adults. Journal of the American Geriatrics Society, 67(4), 657–662. https://doi.org/10.1111/jgs.15746
   PubMed Web of Science ®Google Scholar
• Pinquart, M., & Sorensen, S. (2001). Influences on loneliness in older Adults: A meta-analysis. Basic and Applied Social Psychology, 23(4), 245–266. https://doi.org/10.1207/S15324834BASP2304_2
   Web of Science ®Google Scholar
• Radloff, L. S. (1977). The CES-D scale: A self-report depression scale for research in the general population. Applied Psychological Measurement, 1(3), 385–401. https://doi.org/10.1177/014662167700100306
   Web of Science ®Google Scholar
• Raftery, A. E. (1995). Bayesian model selection in social research. Sociological Methodology, 25, 111–163. https://doi.org/10.2307/271063
   Web of Science ®Google Scholar
• Read, S., Comas-Herrera, A., & Grundy, E. (2020). Social isolation and memory decline in later-life. The Journals of Gerontology. Series B, Psychological Sciences and Social Sciences, 75(2), 367–376. https://doi.org/10.1093/geronb/gbz152
   PubMed Web of Science ®Google Scholar
• Rosow, I., & Breslau, N. (1966). A Guttman health scale for the aged. Journal of Gerontology, 21(4), 556–559. https://doi.org/10.1093/geronj/21.4.556
   PubMedGoogle Scholar
• Santini, Z. I., Jose, P. E., York Cornwell, E., Koyanagi, A., Nielsen, L., Hinrichsen, C., Meilstrup, C., Madsen, K. R., & Koushede, V. (2020). Social disconnectedness, perceived isolation, and symptoms of depression and anxiety among older Americans (NSHAP): A longitudinal mediation analysis. The Lancet Public Health, 5(1), e62–e70. https://doi.org/10.1016/S2468-2667(19)30230-0
   PubMed Web of Science ®Google Scholar
• Santini, Z. I., Koyanagi, A., Tyrovolas, S., Mason, C., & Haro, J. M. (2015). The association between social relationships and depression: A systematic review. Journal of Affective Disorders, 175, 53–65. https://doi.org/10.1016/j.jad.2014.12.049
   PubMed Web of Science ®Google Scholar
• Satorra, A., & Bentler, P. M. (2010). Ensuring positiveness of the scaled difference Chi-square Ttest statistic. Psychometrika, 75(2), 243–248. https://doi.org/10.1007/s11336-009-9135-y
   PubMed Web of Science ®Google Scholar
• Schwartz, E., & Litwin, H. (2019). The reciprocal relationship between social connectedness and mental health among older European adults: A SHARE-based analysis. The Journals of Gerontology. Series B, Psychological Sciences and Social Sciences, 74(4), 694–702. https://doi.org/10.1093/geronb/gbx131
   PubMed Web of Science ®Google Scholar
• Smith, J., Ryan, L., Sonnega, A., & Weir, D. (2017). Psychosocial and lifestyle questionnaire 2006–2016. Survey Research Center, Institute for Social Research, University of Michigan.
   Google Scholar
• Sommerlad, A., Sabia, S., Singh-Manoux, A., Lewis, G., & Livingston, G. (2019). Association of social contact with dementia and cognition: 28-year follow-up of the Whitehall II cohort study. PLoS Medicine, 16(8), e1002862. https://doi.org/10.1371/journal.pmed.1002862
   PubMed Web of Science ®Google Scholar
• Stafford, M., von Wagner, C., Perman, S., Taylor, J., Kuh, D., & Sheringham, J. (2018). Social connectedness and engagement in preventive health services: An analysis of data from a prospective cohort study. The Lancet. Public Health, 3(9), e438–e446. https://doi.org/10.1016/S2468-2667(18)30141-5
   PubMed Web of Science ®Google Scholar
• Steptoe, A., Shankar, A., Demakakos, P., & Wardle, J. (2013). Social isolation, loneliness, and all-cause mortality in older men and women. Proceedings of the National Academy of Sciences of the United States of America, 110(15), 5797–5801. https://doi.org/10.1073/pnas.1219686110
   PubMed Web of Science ®Google Scholar
• Sutin, A. R., Stephan, Y., Luchetti, M., & Terracciano, A. (2020). Loneliness and risk of dementia. The Journals of Gerontology. Series B, Psychological Sciences and Social Sciences, 75(7), 1414–1422. https://doi.org/10.1093/geronb/gby112
   PubMed Web of Science ®Google Scholar
• VanderWeele, T. J., Hawkley, L. C., & Cacioppo, J. T. (2012). On the reciprocal association between loneliness and subjective well-being. American Journal of Epidemiology, 176(9), 777–784. https://doi.org/10.1093/aje/kws173
   PubMed Web of Science ®Google Scholar
• Zivin, K., Llewellyn, D. J., Lang, I. A., Vijan, S., Kabeto, M. U., Miller, E. M., & Langa, K. M. (2010). Depression among older adults in the United States and England. The American Journal of Geriatric Psychiatry : Official Journal of the American Association for Geriatric Psychiatry, 18(11), 1036–1044. https://doi.org/10.1097/JGP.0b013e3181dba6d2
   PubMed Web of Science ®Google Scholar