Abstract
It is an axiom of social gerontology that populations of older individuals become increasingly differentiated as they age. Adaptations to physical and social losses and the increased dependency that typically accompany greater age are likely to be similarly heterogeneous, with different individuals adjusting to the aging process in widely diverse ways. In this paper we consider how individuals with diverse emotional and regulatory profiles, different levels of religiosity, and varied patterns of social relatedness fare as they age. Specifically, we examine the relation between ethnicity and patterns of socioemotional adaptation in a large, ethnically diverse sample (N = 1118) of community-dwelling older adults. Cluster analysis was applied to 11 measures of socioemotional functioning. Ten qualitatively different profiles were extracted and then related to a measure of physical resiliency. Consistent with ethnographic and psychological theory, individuals from different ethnic backgrounds were unevenly distributed across the clusters. Resilient participants of African descent (African Americans, Jamaicans, Trinidadians, Barbadians) were more likely to manifest patterns of adaptation characterized by religious beliefs, while resilient US-born Whites and Immigrant Whites were more likely to be resilient as a result of non-religious social connectedness. Taken together, although these data underscore the diversity of adaptation to later life, we suggest that patterns of successful adaptation vary systematically across ethnic groups. Implications for the continued study of ethnicity in aging and directions for future research are given.
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Althausen, L. (1996). Russian families. In M. McGoldrick, J. Giordano & J. K. Pearce (eds.), Ethnicity and family therapy (2nd edn.), (pp. 680-687). New York: Guilford.
Alvidrez, J., Azocar, F. & Miranda, J. (1996). Demystifying the concept of ethnicity for psychotherapy researchers, Journal of Consulting and Clinical Psychology 64: 903-908.
American Psychological Association (1994). Publication manual of the American Psycholo-gical Association (4th edn.). Washington, DC: APA Press.
Bach, P.B., Cramer, L.D., Warren, J.L. & Begg, C.B. (1999). Racial differences in the treatment of early-stage lung cancer, The New England Journal of Medicine 341: 1198-1205.
Baker, F.M. (2001). Diagnosing depression in African Americans, Community Mental Health Journal 37: 31-38.
Baltes, M.M. (1996). The many faces of dependency in old age. New York: Cambridge University Press.
Baltes, M.M. & Carstensen, L.L. (1996). The process of successful ageing, Ageing and Society 16: 397-422.
Baltes, P.B. (1987). Theoretical propositions of life-span developmental psychology: On the dynamics between growth and decline, Developmental Psychology 23: 611-626.
Baltes, P.B. (1997). On the incomplete architecture of human ontogeny: Selection, optimization and compensation as foundation of developmental theory, American Psychologist 52: 366-380.
Baltes, P.B. & Baltes, M.M. (1990). Psychological perspectives on successful aging: The model of selective optimization with compensation. In P.B. Baltes & M.M. Baltes (eds.), Successful aging: Perspectives from the behavioral sciences, (pp. 1-34). New York: Cambridge University Press.
Baltes, P.B., Lindenberger, U. & Staudinger, U.M. (1998). Life-span theory in developmental psychology. In R. M. Lerner (ed.), Handbook of child psychology: Vol. 1. Theoretical models of human development (5th edn.), (pp. 1029-1143). New York: Wiley.
Bartholomew, K. & Horowitz, L.M. (1991). Attachment styles among young adults: A test of a four-category model, Journal of Personality and Social Psychology 61: 226-244.
Bengtson, V.L. (ed.) (1996). Aging and adulthood: Research on continuities and discontinuities. New York: Springer.
Betancourt, H. & Lopez, S.R. (1993). The study of culture, ethnicity, and race in American psychology, American Psychologist 48: 629-637.
Beutler, L.E., Brown, M.T., Crothers, L., Booker, K. & Seabrook, M.K. (1996). The dilemma of factitious demographic distinctions in psychological research, Journal of Consulting and Clinical Psychology 64: 892-902.
Blashfield, R.K. & Aldenderfer, M.S. (1988). The methods and problems of cluster analysis. In J.R. Nesselroade & R.B. Cattell (eds.), Handbook of multivariate experimental psychology (pp. 447-473). New York: Plenum.
Bourjolly, J.N. & Hirschman, K.B. (2001). Similarities in coping strategies, but differences in sources of support among African American and White women coping with breast cancer, Journal of Psychosocial Oncology 19: 17-38.
Brice, J. (1992). West-Indian families. In M. McGoldrick, J. K. Pearce & J. Giordano (eds.), Ethnicity and family therapy (pp. 123-133). New York: Guilford.
Brown, C., Schulberg, H.C. & Madonia, M.J. (1996). Clinical presentations of major depression by African Americans and Whites in primary medical care practice, Journal of Affective Disorders 41: 181-191.
Burnette, D. & Mui, A.C. (1994). Determinants of self-reported depressive symptoms by frail elderly persons living alone, Journal of Gerontological Social Work 22: 3-19.
Burr, J.A. & Mutchler, J.E. (1999). Race and ethnic variation in norms of filial responsibility among older persons, Journal of Marriage and the Family 61: 674-687.
Carstensen, L.L. (1993). Motivation for social contact across the life span: A theory of socioemotional selectivity. In. J.E. Jacobs (ed.), Nebraska symposium on motivation: Developmental perspectives on motivation (pp. 209-254). Lincoln, NE: University of Nebraska Press.
Carstensen, L.L. (1995). Evidence for a life-span theory of socioemotional selectivity, Current Directions in Psychological Science 4: 151-156.
Cavendish, J.C., Welch, M.R. & Leege, D.C. (1998). Social network theory and predictors of religiosity for Black and White Catholics: Evidence of a “Black sacred cosmos”? Journal for the Scientific Study of Religion 37: 397-410.
Chatters, L.M. (1993). Health disability and its consequences for subjective stress. In J.S. Jackson, L.M. Chatters & R.J. Taylor (eds.). Aging in Black America. Newbury Park, CA: Sage.
Cohen, C.I. & Sokolovsky, J. (1979). Clinical use of network analyses for psychiatric and aged populations, Community Mental Health Journal 15: 203-213.
Coll, C.T.G. (1990). Developmental outcome of minority infants: A process-oriented look into our beginnings, Child Development 61: 270-289.
Connell, C.M. & Gibson, G.D. (1997). Racial, ethnic, and cultural differences in dementia caregiving: Review and analysis, Gerontologist 37: 355-364.
Consedine, N.S. & Magai, C. (2002). The uncharted waters of emotion: Ethnicity, trait emotion, and emotion expression in older adults, Journal of Cross-Cultural Gerontology 17: 71-100.
Consedine, N.S. & Magai, C. (2003). Attachment and emotion experience in later life: The view from emotions theory, Attachment and Human Development 5: 165-187.
Consedine, N.S. & Magai, C. (in press). Emotion development in adulthood: A developmental functionalist review and critique. In C. Hoare (ed.), The Oxford handbook of adult development and learning. New York: Oxford University Press.
Consedine, N.S., Magai, C., Cohen, C. & Gillespie, M. (2002). Ethnic variation in the impact of negative emotion and emotion inhibition on the health of older adults, Journal of Gerontology: Series B: Psychological Sciences 57B: P1-P13.
Consedine, N.S., Magai, C. & Neugut, A. (in press). The contribution of emotional characteristics to breast cancer screening, Preventive Medicine.
Cumming, E. & Henry, W.E. (1961). Growing old. New York: Basic Books.
Deater-Deckard, K., Dodge, K.A., Bates, J.E. & Pettit, G.S. (1996). Physical discipline among African American and European American mothers: Links to children's externalizingbehaviors, Developmental Psychology 32: 1065-1072.
Dilworth-Anderson, P. (1996). Emotional well-being in adult and later life among African Americans: A cultural and sociocultural perspective, Annual Review of Gerontology and Geriatrics 17: 282-303.
Duda, R.O. & Hart, P.E. (1973). Pattern classification and scene analysis. New York: Wiley.
Elder, G.H. (1985). Household, kinship, and the life course: Perspectives on Black families and children. In M.B. Spencer, G.K. Brookins & W.R. Allen (eds.), Beginnings: The social and affective development of Black children (pp. 29-43). Hillsdale, NJ: Erlbaum.
Evans, H. & Davies, R. (1997). Overview of issues in childhood socialization in the Caribbean. In J.L. Roopnarine & J. Brown (eds.), Caribbean families: Diversity among ethnic groups (pp. 1-24). Greenwich, CT: Ablex
Eysenck, H.J. (1988). The respective importance of personality, cigarette smoking and interaction effects for the genesis of cancer and coronary heart disease, Personality and Individual Differences 9: 453-464.
Fitzpatrick, T.R. & Van Tran T. (November, 1999). Bereavement and health among different race and age groups. Paper presented at the Gerontological Society of America, SanFrancisco.
Gallo, J.J., Cooper-Patrick, L. & Lesikar, S. (1998). Depressive symptoms of Whites and African Americans aged 60 years and older, Journals of Gerontology: Series B: Psychological Sciences and Social Sciences 53B: P277-P286.
Gignac, M.A.M., Cott, C. & Badley, E.M. (2000). Adaptation to chronic illness and disability and its relationship to perceptions of independence and dependence, Journal of Gerontology: Series B: Psychological Sciences 55B: P362-P372.
Gnich, W. & Gilhooly, M. (2000). Health, wealth and happiness: Studies in financial gerontology. In G. Corley (ed.), Older people and their needs: A multi-disciplinary perspective (pp. 17-34). London: Whurr.
Golden, R.R., Teresi, J.A. & Gurland, B.J. (1984). Development of indicator scales for the Comprehensive Assessment and Referral Evaluation (CARE) inter working with West Indian families view schedule, Journal of Gerontology 39: 138-146.
Gomez, R.G. & Madey, S.F. (2001). Coping-with-hearing-loss model for older adults, Journal of Gerontology: Series B: Psychological Sciences 56B: P223-P225.
Gopaul-McNicol, S. (1999). Ethnocultural perspectives on childrearing practices in the Caribbean, International Social Work 42: 79-86.
Gross, J.J., Carstensen, L.L., Pasupathi, M., Tsai, J., Goetestam-Skorpen, C.G. & Hsu, A.Y.C. (1997). Emotion and aging: Experience, expression and control, Psychology and Aging 12: 590-599.
Hamberg, E.M. (1991). Stability and change in religious beliefs, practice, and attitudes: A Swedish panel study, Journal for the Scientific Study of Religion 30: 63-80.
Havighurst, R.J. (1968). Personality and patterns of aging, The Gerontologist 8: 20-23.
Havighurst, R.J., Neugarten, B.L. & Tobin, S.S. (1968). Disengagement and patterns of aging. In B.L. Neugarten (ed.), Middle age and aging (pp. 161-172). Chicago: University of Chicago Press.
Hays, W.L. (1994). Statistics. Fort Worth, TX: Harcourt Brace College Publishers.
Hazan, C. & Shaver, P. (1987). Romantic love conceptualized as an attachment process, Journal of Personality and Social Psychology 52(3): 511-524.
Hill, S.A. (2001). Class, race, and gender dimensions of child rearing in African American families, Journal of Black Studies 31: 494-508.
Howes, C. (1999). Attachment relationships in the context of multiple caregivers. In J. Cassidy & P.R. Shaver (eds.), Handbook of attachment: Theory, research, and clinical applications (pp. 671-687). New York: Guilford.
Hoyos, M. (1987). Special problems of the elderly in family practice in Barbados. In G. Grell (ed.), The elderly in the Caribbean (pp. 92-104). Kingston, Jamaica: University of the West Indies.
Hunt, L.L. (1998). Religious affiliation among Blacks in the United States: Black Catholic status advantages revisited, Social Science Quarterly 79: 170-192.
Husaini, B.A. (1997). Predictors of depression among the elderly: Racial differences over time, American Journal of Orthopsychiatry 67: 48-58.
Ijzendoorn, M.H. & Kroonenberg, P.M. (1988). Cross-cultural patterns of attachment: A meta-analysis of the strange situation, Child Development 59: 147-156.
Izard, C.E. (1972). Patterns of emotions: A new analysis of anxiety and depression. New York: Academic Press.
James, S., Strogatz, D., Wing, S. & Ramsey, D. (1983). Socioeconomic status, John Henryism, and hypertension in Blacks and Whites, American Journal of Epidemiology 126: 664-673.
Johnson, K.R.S. (1998). Ethnocultural influences in cancer, Journal of Clinical Psychology 5: 357-364.
Johnson, C.L. & Barer, B.M. (1990). Families and networks among older inner-city Blacks, Gerontologist 30: 726-733.
Lang, F.R., Staudinger, U.M. & Carstensen, L.L. (1998). Perspectives on socioemotional selectivity in late life: How personality and social context do (and do not) make a difference, Journals of Gerontology: Series B: Psychological Sciences 53B: P21-P30.
LaVeist, T.A. (1994). Beyond dummy variables and sample selection: What health services researchers need to know about race as a variable. Health Services Research 29: 1-16.
Leventhal, H. & Patrick-Miller, L. (2000). Emotions and physical illness: Causes and indicators of vulnerability. In J. Haviland & M. Lewis (eds.), The handbook of emotion (2nd edn.). New York: Guilford.
Leventhal, H., Patrick-Miller, L., Leventhal, E.A. & Burns, E.A. (1998). Does stress-emotion cause illness in elderly people? In. K.W. Schaie & M.P. Lawton (eds.), Annual review of gerontology and geriatrics (Vol. 17): Focus on emotion and adult development (pp. 138-184). New York: Springer.
Levin, J.S., Chatters, L.M. & Taylor, R.J. (1995). Religious effects on health status and life satisfaction among Black Americans. Journals of Gerontology: Series B: Psychological Sciences and Social Sciences 50B: S154-S163.
Lima, J.C. & Allen, S.M. (2001). Targeting risk for unmet need: Not enough help versus no help at all, Journal of Gerontology: Series B: Socials Sciences 56B: S302-S310.
Maddox, G.L. (1965). Fact and artifact: Evidence bearing on disengagement theory from the Duke Geriatrics Project, Human Development 8: 117-130.
Maddox, G.L. (1987). Aging differently, The Gerontologist 27: 557-564.
Magai, C. (2001). Emotions over the lifespan. In J. Birren & K.W. Schaie (eds.), Handbook of the psychology of aging (pp. 399-426). San Diego, CA: Academic Press.
Magai, C., Cohen, C., Milburn, N., Thorpe, B., McPherson, R. & Peralta, D. (2001). Attachment styles in older European American and African American adults, Journals of Gerontology: Series B: Psychological Sciences 56B: S28-S35.
Magai, C., Consedine, N.S., King, A. & Gillespie, M. (2003). Physical hardiness and styles of socioemotional functioning in later life, Journals of Gerontology: Series B: Psychological Sciences 58B(5): P269-P279.
Magai, C. & McFadden, S. (1995). The role of emotions in social and personality development: History, theory, and research. New York: Plenum.
Malatesta-Magai, C., Jonas, R., Shepard, B. & Culver, C. (1992). Type A personality and emotional expressivity in younger and older adults. Psychology and Aging 7: 551-561.
Margonoff, P.P. & Folwarski, J. (1996). Russian/Ukrainian families: An overview. In M. McGoldrick, J. Giordano & J.K. Pearce (eds.), Ethnicity and family therapy (2nd edn., pp. 658-672. New York: Guilford.
Markides, K.S. & Machalek, R. (1984). Selective survival, aging, and society, Archives of Gerontology and Geriatrics 3: 207-222.
Markides, K.S. & Machalek, R. (1991). Selective survival, aging, and society. In B.B. Hess & E.W. Markson (eds.), Growing old in America (4th ed.). New Brunswick, NJ: Transaction.
Martin, K.A., Leary, M.R. & Rejeski, W.J. (2000). Self-presentational concerns in older adults: Implications for health and well-being, Basic and Applied Social Psychology 22: 169-179.
McAdoo, H.P. (1995). Stress levels, family help patterns, and religiosity in middle-and working-class African American single mothers, Journal of Black Psychology 21: 424-449.
McFadden, S.H. (1996). Religion, spirituality and aging. In. J.E. Birren & K.W. Schaie (eds.), Handbook of the psychology of aging (4th edn.) (pp. 162-177). San Diego, CA: Academic Press.
McRae, M.B., Carey, P.M. & Anderson-Scott, R. (1998). Black churches as therapeutic systems: A group process perspective, Health Education and Behavior 25: 778-798.
Meyerowitz, B.E., Richardson, J., Hudson, S. & Leedham, B. (1998). Ethnicity and cancer outcomes: Behavioral and psychosocial considerations, Psychological Bulletin 123: 47-70.
Michalos, A.C., Hubley, A.M., Zumbo, B.D. & Hemingway, D. (2001). Health and other aspects of the quality of life of older people. Social Indicators Research 54: 239-274.
Mickelson, K.D., Kessler, R.C. & Shaver, P.R. (1997). Adult attachment in a nationally representative sample, Journal of Personality and Social Psychology 73: 1092-1106.
Miller, T.Q., Smith, T.W., Turner, C.W., Guijarro, M.L. & Hallet, A. J. (1996). A meta-analytic review of research on hostility and physical health, Psychological Bulletin 119: 322-348.
Montague, D.P.F., Magai, C., Consedine, N.S. & Gillespie, M. (2003). Attachment in African American and European American older adults: The roles of early life socialization and religiosity, Attachment and Human Development 5: 188-214.
Myers, H.F., Kagawa-Singer, M., Kumanyika, S.K., Lex, B.W. & Markides, K.S. (1995). Panel III: Behavioral risk factors related to chronic diseases in ethnic minorities, Health Psychology 14: 613-621.
Panksepp, J. & Miller, A. (1995). Emotions and the aging brain: Regrets and remedies. In. C. Magai & S.H. McFadden (eds.), Handbook of emotion, adult development and aging (pp. 3-26). San Diego, CA: Academic Press.
Pargament, K.I. (1997). The psychology of religion and coping: Theory, research, practice. New York: Guilford.
Payne, M.A. (1989). Use and abuse of corporal punishment: A Caribbean view. Child Abuse and Neglect 13: 389-401.
Phinney, J.S. (1996). When we talk about American ethnic groups, what do we mean? American Psychologist 51: 918-927.
Pinderhughes, E.E., Dodge, K.A., Bates, J.E., Pettit, G.S. & Zelli, A. (2000). Discipline responses: Influences of parents' socioeconomic status, ethnicity, beliefs about parenting, stress, and cognitive-emotional processes, Journal of Family Psychology 14: 380-400.
Plummer, D.L. & Slane, S. (1996). Patterns of coping in racially stressful situations. Journal of Black Psychology 22: 302-315.
Roberto, K.A. & Stroes, J. (1992). Grandchildren and grandparents: Roles, influences, and relationships. International Journal of Aging and Human Development 34: 227-239.
Roland, A. (1995). Value issues involving Western psychoanalysts with Asian patients, Journal of the American Academy of Psychoanalysis 23: 283-292.
Rowe, J.W. & Kahn, R.L. (1998). Successful aging. New York: Pantheon.
Sanders-Phillips, K. (1999). Ethnic minority women, health behaviors, and drug abuse: A continuum of psychosocial risks. In. M.D. Glantz & C.R. Hartel (eds.), Drug abuse: Origins and interventions (pp. 191-217). Washington, DC: APA Press.
Sharpe, J. (1997). Mental health issues and family socialization in the Caribbean. In J.L. Roopnarine & J. Brown (eds.), Caribbean families: Diversity among ethnic groups, (pp. 259-273). Greenwich, CT: Ablex
Smith, J. & Baltes, P.B. (1999). Profiles of psychological functioning in the old and oldest old, Psychology and Aging 12: 458-472.
Sokolovsky, J. & Cohen, C.I. (1981). Toward a resolution of methodological dilemmas in network mapping, Schizophrenia Bulletin 7: 109-116.
Staudinger, U.M., Freund, A.M., Linden, M. & Maas, I. (1999). Self, personality, and life regulation: Facets of psychological resilience in old age. In P.B. Baltes & K.U. Mayer (eds.), The Berlin Aging Study: Aging from 70 to 100 (pp. 197-226). Cambridge: Cambridge University Press.
Steffen, P.R., Hinderliter, A.L., Blumenthal, J.A. & Sherwood, A. (2001). Religious coping, ethnicity, and ambulatory blood pressure, Psychosomatic Medicine 63: 523-530.
Steverink, N., Westerhof, G.J., Bode, C. & Dittmann-Kohli, F. (2001). The personal experience of aging, individual resources, and subjective well-being. Journals of Gerontology: Series B: Psychological Sciences and Social Sciences 56B: P364-P373.
Steward, R.J., Jo, H.I., Murray, D., Fitzgerald, W., Neil, D., Fear, F. & Hill, M. (1998). Psychological adjustment and coping styles of urban African American high school students, Journal of Multicultural Counseling and Development 26: 70-82.
Straus, M.A. (1979). Measuring intrafamily conflict and violence, Journal of Marriage and the Family 41: 75-88.
Sue, S. (1991). Ethnicity and culture in psychological research and practice. In J. Goodchilds (ed.), Psychological perspectives on human diversity in America (pp. 51-85). Washington, DC: APA.
Taylor, R.J., Chatters, Jayakody, R. & Levin, J.S. (1996). Black and White differences in religious participation: A multisample comparison, Journal for the Scientific Study of Religion 35: 403-441.
Taylor, R.J., Mattis, J. & Chatters, L.M. (1999). Subjective religiosity among African Americans: A synthesis of findings from five national samples, Journal of Black Psychology 25: 524-543.
Teresi, J.A., Golden, R.R. & Gurland, B.J. (1984). Concurrent and predictive validity of indicator scales developed for the Comprehensive Assessment and Referral Evaluation interview schedule, Journal of Gerontology 39: 158-165.
Thomae, H. (1981). The Bonn Longitudinal Stagy of Aging (BOLSA): An approach to differential gerontology. In A.E. Baert (eds.), Prospective longitudinal research (pp. 165-197). Oxford: Oxford University Press.
Tomkins, S.S. (1963). Affect, imagery, consciousness: Vol 2. The negative affects. New York: Springer.
Trimble, J.E. (1991). Ethnic specification, validation prospects, and the future of drug use research. International Journal of the Addictions 25: 149-170.
Trotman, R.P. (1994). The real problem in the study of culture, American Psychologist 49: 524-552.
Turner, W.L. & Alston, R.J. (1994). The role of the family in psychosocial adaptation to physical disabilities for African Americans, Journal of the National Medical Association 86: 915-921.
Walls, C.T. (1992). The role of church and family support in the lives of older AfricanAmericans, Generations 16: 33-36.
Wierzbicka, A. (1998). Russian emotional expression, Ethos 26: 456-486.
Wierzbicka, A. (1999). Emotions across languages and cultures: Diversity and universals. Paris: Cambridge University Press.
Wishart, D. (1999). Clustan Graphics primer: A guide to cluster analysis. Edinburgh, UK: Clustan.
Wishart, D. (2000). FocalPoint clustering users guide. Edinburgh, UK: Clustan.
Yee, B.W.K., Castro, F.G., Hammond, W.R., John, R. & Wyatt, G.E. (1995). Panel IV: Risk-taking and abusive behaviors among ethnic minorities, Health Psychology 14: 622-631
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Consedine, N.S., Magai, C. & Conway, F. Predicting Ethnic Variation in Adaptation to Later Life: Styles of Socioemotional Functioning and Constrained Heterotypy. Journal of Cross-Cultural Gerontology 19, 97–131 (2004). https://doi.org/10.1023/B:JCCG.0000027847.16659.b0
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DOI: https://doi.org/10.1023/B:JCCG.0000027847.16659.b0