Mediators of Life-Course and Late-Life Financial Strain on Late-Life Health in Japan: Based on a Cross-Sectional Survey

References

• Lorant V, Deliege D, Eaton W, et al. Socioeconomic inequalities in depression: a meta-analysis. Am J Epidemiol. 2003;157:98–112.
   PubMed Web of Science ®Google Scholar
• Mackenbach JP, Kunst AE, Cavelaars AE, et al. Socioeconomic inequalities in morbidity and mortality in Western Europe. The EU Working Group on Socioeconomic Inequalities in Health. Lancet. 1997;349:1655–1659.
   PubMed Web of Science ®Google Scholar
• Huisman M, Read S, Towriss CA, et al. Socioeconomic inequalities in mortality rates in old age in the World Health Organization Europe Region. Epidemiol Rev. 2013;35:84–97.
   PubMed Web of Science ®Google Scholar
• Szanton SL, Allen JK, Thorpe RJ, et al. Effect of financial strain on mortality in community-dwelling older women. J Gerontol B, Psychol Sci Soc Sci. 2008;63:S369–S374.
   PubMed Web of Science ®Google Scholar
• Jeon GS, Jang SN, Rhee SJ, et al. Gender differences in correlates of mental health among elderly Koreans. J Gerontol B Soc Sci. 2007;62:S323–S329.
   PubMed Web of Science ®Google Scholar
• Liang J, McCarthy JF, Jain A, et al. Socioeconomic Gradient in old age mortality in Wuhan, China. J Gerontol B, Soc Sci. 2000;55B:S222–S233.
   Web of Science ®Google Scholar
• Liu X, Hermalin AI, Chuang YL. The effect of education on mortality among older Taiwanese and its pathway. J Gerontol B, Soc Sci. 1998;53B:S71–S82.
   Web of Science ®Google Scholar
• Sugisawa H, Harada K, Sugihara Y, et al. Socioeconomic status disparities in late-life disability based on age, period, and cohort in Japan. Arch Gerontol Geriatr. 2018;75:6–15.
   PubMed Web of Science ®Google Scholar
• Pearlin LI. The sociological study of stress. J Health Soc Behav. 1989;30:241–256.
   PubMed Web of Science ®Google Scholar
• Gallo LC, Matthews KA. Understanding the association between socioeconomic status and physical health: do negative emotions play a role? Psychol Bull. 2003;129:10–51.
   PubMed Web of Science ®Google Scholar
• Businelle MS, Mills BA, Chartier KG, et al. Do stressful events account for the link between socioeconomic status and mental health? J Public Health. 2013;36:205–212.
   Web of Science ®Google Scholar
• Gallo LC, Smith TW, Cox CM. Socioeconomic status, psychosocial processes, and perceived health: an interpersonal perspective. Ann Behav Med. 2006;31:109–119.
   PubMed Web of Science ®Google Scholar
• Orpana HM, Lemyre L, Kelly S. Do stressors explain the association between income and declines in self-rated health? A longitudinal analysis of the National Population Health Study. Int J Behav Med. 2007;14:40–47.
   PubMed Web of Science ®Google Scholar
• Ing JD, Reutter L. Socioeconomic status, sense of coherence and health in Canadian women. Can J Public Health. 2003;94:224–228.
   PubMed Web of Science ®Google Scholar
• Kan C, Kawakami N, Karasawa M, et al. Psychological resources as mediators of the association between social class and health: comparative findings from Japan and the U.S. Int J Behav Med. 2014;21:53–65.
   PubMed Web of Science ®Google Scholar
• Lastrucci V, Lorini C, Caini S, et al. Health literacy as a mediator of the relationship between socioeconomic status and health: a cross-sectional study in a population based sample in Florence. PLoS One. 2019;14:e0227007.
   PubMed Web of Science ®Google Scholar
• van der Heide I, Wang J, Droomers M, et al. The relationship between health, education, and health literacy: results from the Dutch Adult Literacy and Life Skills Survey. J Health Commun. 2013;18(Suppl 1):172–184.
   PubMed Web of Science ®Google Scholar
• Larson K, Russ SA, Kahn RS, et al. Health disparities: a life course health development perspective and future Research directions. In: Halfon N, Forrest CB, Lerner RM, et al. editors. Handbook of Life Course Health Development. Cham, Switzerland: Springer International Publishing AG; 2018:499–520.
   Google Scholar
• Pudrovska T, Schieman S, Pearlin LI, et al. The sense of mastery as a mediator and moderator in the association between economic hardship and health in late life. J Aging Health. 2005;17:634–660.
   PubMed Web of Science ®Google Scholar
• Kan C, Kawakami N, Umeda M. Mediating role of psychological resources on the association between childhood socioeconomic status and current health in the community adult population of Japan. Int J Behav Med. 2015;22:764–774.
   PubMed Web of Science ®Google Scholar
• Bosma H, van de Mheen HD, Mackenbach JP. Social class in childhood and general health in adulthood: questionnaire study of contribution of psychological attributes. BMJ. 1999;318:18–22.
   PubMed Web of Science ®Google Scholar
• Lehman BJ, Taylor SE, Kiefe CI, et al. Relation of childhood socioeconomic status and family environment to adult metabolic functioning in the CARDIA Study. Psychosom Med. 2005;67:846–854.
   PubMed Web of Science ®Google Scholar
• Lehman BJ, Taylor SE, Kiefe CI, et al. Relationship of early life stress and psychological functioning to blood pressure in the CARDIA Study. Health Psychol. 2009;28:338–346.
   PubMed Web of Science ®Google Scholar
• Bosma H, Van Jaarsveld CHM, Tuinstra J, et al. Low control beliefs, classical coronary risk factors, and socioeconomic differences in heart disease in older persons. Soc Sci Med. 2005;60:737–745.
   PubMed Web of Science ®Google Scholar
• Chi I, Chou KL. Financial strain and depressive symptoms among Hong Kong Chinese elderly: a longitudinal study. J Gerontol Soc Work. 2000;32:41–60.
   Web of Science ®Google Scholar
• Bennett IM, Chen J, Soroui JS, et al. The contribution of health literacy to disparities in self-rated health status and preventive health behaviors in older adults. Ann Fam Med. 2009;7:204–211.
   PubMed Web of Science ®Google Scholar
• Howard DH, Sentell T, Gazmararian JA. Impact of health literacy on socioeconomic and racial differences in health in an elderly population. J Gen Intern Med. 2006;21:857–861.
   PubMed Web of Science ®Google Scholar
• Dupre MA. Educational differences in age-related patterns of disease: reconsidering the cumulative disadvantage and age-as-leveler hypotheses. J Health Soc Behav. 2007;48:1–15.
   PubMed Web of Science ®Google Scholar
• Zhang W, Chen Q, McCubbin H, et al. Predictors of mental and physical health: individual and neighborhood levels of education, social well-being, and ethnicity. Health Place. 2011;17:238–247.
   PubMed Web of Science ®Google Scholar
• Moor I, Spallek J, Richter M. Explaining socioeconomic inequalities in self-rated health: a systematic review of the relative contribution of material, psychosocial and behavioural factors. J Epidemiol Community Health. 2017;71:565–575.
   PubMed Web of Science ®Google Scholar
• Mavaddat N, Kinmonth AL, Sanderson S, et al. What determines Self-Rated Health (SRH)? A cross-sectional study of SF-36 health domains in the EPIC-Norfolk cohort. J Epidemiol Community Health. 2011;65:800–806.
   PubMed Web of Science ®Google Scholar
• Kuh D, Ben-Shlomo Y, Lynch J, et al. Life course epidemiology. J Epidemiol Community Health. 2003;57:778–783.
   PubMed Web of Science ®Google Scholar
• Triandis HC. Individualism & Collectivism. New York, NY: Westview Press; 1995.
   Google Scholar
• Kitayama S, Park H, Sevincer TA, et al. A cultural task analysis of implicit Independence: comparing North America, Western Europe, and East Asia. J Pers Soc Psychol. 2009;97:236–255.
   PubMed Web of Science ®Google Scholar
• Sugisawa H, Harada K, Sugihara Y, et al. Socioeconomic status and self-rated health of Japanese people, based on age, cohort, and period. Popul Health Metr. 2016;14:27.
   PubMed Web of Science ®Google Scholar
• Wilkinson R, Picket K. The Spirit Level: Why More Equal Societies Almost Always Do Better. London: Allen Lane; 2009.
   Google Scholar
• Mirowsky J, Ross C. Economic hardship across the life course. Am Sociol Rev. 1999;64:548–569.
   Web of Science ®Google Scholar
• Krause N, Newsom JT, Rook KS. Financial strain, negative social interaction, and self-rated health: evidence from two United States nationwide longitudinal surveys. Ageing Soc. 2008;28:1001–1023.
   Web of Science ®Google Scholar
• Batty GD, Lawlor DA, Macintyre S, et al. Accuracy of adults’ recall of childhood social class: findings from the Aberdeen children of the 1950s study. J Epidemiol Commun Health. 2005;59:898–903.
   PubMed Web of Science ®Google Scholar
• Berney LR, Blane DB. Collecting retrospective data: accuracy of recall after 50 years judged against historical records. Soc Sci Med. 1997;45:1519–1525.
   PubMed Web of Science ®Google Scholar
• Shippee TP, Wilkinson LR, Ferraro KF. Accumulated financial strain and women’s health over three decades. J Gerontol B, Psychol Sci Soc Sci. 2012;67:585–594.
   PubMed Web of Science ®Google Scholar
• Kahn JR, Pearlin LI. Financial strain over the life course and health among older adults. J Health Soc Behav. 2006;47:17–31.
   PubMed Web of Science ®Google Scholar
• Sugisawa H, Sugihara Y, Kobayashi E, et al. The influence of lifecourse financial strains on the later-life health of the Japanese as assessed by four models based on different health indicators. Ageing Soc. 2019;39:2631–2652.
   Web of Science ®Google Scholar
• Faul F, Erdfelder E, Buchner A, et al. Statistical power analyses using G*Power 3.1: tests for correlation and regression analyses. Behav Res Methods. 2009;41:1149–1160.
   PubMed Web of Science ®Google Scholar
• Kim S, Heath E, Heilbrun L. Sample size determination for logistic regression on a logit-normal distribution. Stat Methods Med Res. 2017;26:1237–1247.
   PubMed Web of Science ®Google Scholar
• Peduzzi P, Concato J, Kemper E, et al. A simulation study of the number of events per variable in logistic regression analysis. J Clin Epidemiol. 1996;49:1373–1379.
   PubMed Web of Science ®Google Scholar
• Ministry of Health, Labour and Welfare. Comprehensive Survey of Living Conditions 2013. Ministry of Health, Labour and Welfare; 2014.
   Google Scholar
• Nemes S, Jonasson JM, Genell A, et al. Bias in odds ratios by logistic regression modelling and sample size. BMC Med Res Methodol. 2009;9:56.
   PubMed Web of Science ®Google Scholar
• Statistics Bureau, Ministry of Internal Affairs and Communications. Regional statistics database, portal site of official statistics of Japan; 2016. Available from: http://www.e-stat.go.jp/SG1/chiiki/ToukeiDataSelectDispatchAction.do. Accessed December 30, 2016.
   Google Scholar
• Pfeiffer E. A short portable mental status questionnaire for the assessment of organic brain deficits in elderly patients. J Am Geriatr Soc. 1975;23:433.
   PubMed Web of Science ®Google Scholar
• Liang J, Borawski-Clark E, Liu X, et al. Transitions in cognitive status among the aged in Japan. Soc Sci Med. 1996;43:325–337.
   PubMed Web of Science ®Google Scholar
• Szanton SL, Thorpe RJ, Whitfield K. Life course financial strain and health in African-Americans. Soc Sci Med. 2010;71:259–265.
   PubMed Web of Science ®Google Scholar
• Smith J, Fisher G, Ryan L, et al. Health and Retirement Study Psychosocial and Lifestyle Questionnaire 2006-2010: Documentation Report. Ann Arber, Michigan: University of Michigan; 2013.
   Google Scholar
• Oshio T, Umeda M, Kawakami N. Childhood adversity and adulthood subjective well-being: evidence from Japan. J Happiness Stud. 2013;14:843–860.
   Web of Science ®Google Scholar
• Ryff CD, Kitayam S, Karasawa M, et al. Survey of Midlife Development in Japan (MIDJA), April-September 2008 (ICPSR 30822). Ann Arber, Michigan: Inter-university Consortium for Political and social Research; 2022.
   Google Scholar
• Ishikawa H, Nomura K, Sato M, et al. Developing a measure of communicative and critical health literacy: a pilot study of Japanese office workers. Heath Promot Int. 2008;23:269–274.
   PubMed Web of Science ®Google Scholar
• Ferraro KF, Farmer MM. Utility of health data from social surveys: is there a gold standard for measuring morbidity? Am Sociol Rev. 1999;64:303–315.
   Web of Science ®Google Scholar
• Niino N, Imaizumi T, Kawakami N. A Japanese translation of the Geriatric Depression Scale. Clin Gerontol. 1991;2:85–87.
   Google Scholar
• Yesavage J, Brink T, Rose T, et al. Development and validation of a geriatric depression screening scale: a preliminary report. J Psychiatr Res. 1983;17:37–49.
   Web of Science ®Google Scholar
• Montorio I, Izal M. The geriatric depression scale: a review of its development and utility. Int Psychogeriatr. 1996;8:103–112.
   PubMedGoogle Scholar
• Shrive FM, Stuart H, Quan H, et al. Dealing with missing data in a multi-question depression scale: a comparison of imputation methods. BMC Medical Res Methodol. 2006;6:57.
   PubMedGoogle Scholar
• Siddiqui OI. Methods for computing missing item response in psychometric scale construction. Am J Biostat. 2015;5:1–6.
   Google Scholar
• Muthén LK, Muthén BO. Mplus User’s Guide. 8th ed. Los Angeles, California: Muthén & Muthén; 2017.
   Google Scholar
• Preacher KJ, Hayes AJ. Asymptotic and resampling strategies for assessing and comparing indirect effects in multiple mediator models. Behav Res Methods. 2008;40:879–891.
   PubMed Web of Science ®Google Scholar
• Lai K, Green SB. The problem with having two watches: assessment of fit when RMSEA and CFI disagree. Multivar Behav Res. 2016;51:220–239.
   PubMed Web of Science ®Google Scholar
• Harper S, Lynch J, Hsu WL, et al. Life course socioeconomic conditions and adult psychosocial functioning. Int J Epidemiol. 2002;31:395–403.
   PubMed Web of Science ®Google Scholar
• Stuck AE, Walthert JM, Nikolaus T, et al. Risk factors for functional status decline in community-living elderly people: a systematic literature review. Soc Sci Med. 1999;48:445–469.
   PubMed Web of Science ®Google Scholar
• van der Vorst A, Zijlstra GAR, Witte ND, et al. Limitations in activities of daily living in community-dwelling people aged 75 and over: a systematic literature review of risk and protective factors. PLoS One. 2016;11:e0165127.
   PubMed Web of Science ®Google Scholar
• Stormacq C, Van den Broucke S, Wosinski J. Does health literacy medicate the relationships between socioeconomic status and health disparities? Integrative review. Health Promot Int. 2019;34:e1–e17.
   PubMed Web of Science ®Google Scholar
• van Groenou MIB, van Tilburg TG. Network size and support in old age: differentials by socio-economic status in childhood and adulthood. Ageing Soc. 2003;23:625–645.
   Web of Science ®Google Scholar
• Tengku Mohd TAM, Yunus RM, Hairi F, et al. Social support and depression among community dwelling older adults in Asia: a systematic review. BMJ Open. 2019;9:e026667.
   PubMed Web of Science ®Google Scholar
• Kelly ME, Duff H, Kelly S, et al. The impact of social activities, social networks, social support and social relationships on the cognitive functioning of healthy older adults: a systematic review. Syst Rev. 2017;6:259.
   PubMed Web of Science ®Google Scholar
• White AM, Philogene GP, Fine L, et al. Social support and self-reported health of older adults in the United States. Am J Public Health. 2009;99:1872–1878.
   PubMed Web of Science ®Google Scholar
• Bisconti TL, Bergeman CS. Perceived social control as a mediator of the relationships among social support, psychological well-being, and perceived health. Gerontologist. 1999;39:94–103.
   PubMed Web of Science ®Google Scholar
• Kong F, Zhao J, You X. Self-esteem as mediator and moderator of the relationship between social support and subjective well-being among Chinese University students. Soc Indic Res. 2013;112:151–161.
   Web of Science ®Google Scholar
• Hatch SL, Dohrenwend BP. Distribution of traumatic and other stressful life events by race/ethnicity, gender, SES and age: a review of the research. Am J Comm Psychol. 2007;40:313–332.
   PubMed Web of Science ®Google Scholar
• Norris FH. Epidemiology of trauma: frequency and impact of different potentially traumatic events on different demographic groups. J Consult Clin Psychol. 1992;2:60409–60418.
   Google Scholar
• Hanibuchi T, Muranaka A, Hanaoka K, et al. Regional differences in response rate in a social survey: analysis of survey completion data of the JGSS cumulative data 2000–2006. JGSS Research Series. 2022;1(11):181–192.
   Google Scholar
• Matthews KA, Gallo LC. Psychological perspectives on pathways linking socioeconomic status and physical health. Ann Rev Psychol. 2011;62:501–530.
   PubMed Web of Science ®Google Scholar