Skip to main content

Advertisement

Log in

Do psychosocial profiles predict self-rated health, morbidity and mortality in late middle-aged and older people?

  • Published:
Journal of Behavioral Medicine Aims and scope Submit manuscript

Abstract

Considering many psychosocial health risk factors are interrelated, determining psychosocial health risk might benefit from a more person-centered perspective. This paper explores to what extent a psychosocial profile that combines potentially synergistic effects of different psychosocial characteristics, including psychological attributes and functioning, coping styles and social support, predicts self-rated health, morbidity and mortality. Prospective, longitudinal data from 1,912 Dutch participants aged 55–91 years were used to determine distinct psychosocial profiles by means of two-step cluster analysis. The predictive power of these profiles over a 5-year follow-up was calculated with Cox regression models for all-cause mortality and general practitioner-diagnosed somatic morbidity, and logistic regression models for self-rated health. Three distinct psychosocial risk profiles emerged: an adverse, an average and a beneficial profile. These profiles strongly predicted self-rated health but not morbidity or mortality. The health effects of the cluster (profile) model suggest synergism between the psychosocial characteristics. Future research should replicate our findings to further validate the approach.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Institutional subscriptions

Similar content being viewed by others

References

  • Agronick, G. S., & Duncan, L. E. (1998). Personality and social change: Individual differences, life path, and importance attributed to the women’s movement. Journal of Personality and Social Psychology, 74, 1545–1555.

    Article  CAS  PubMed  Google Scholar 

  • Astin, J. A., & Fortys, K. (2004). Psychosocial determinants of health and illness: Reintegrating mind, body, and spirit. In B. Kligler & R. A. Lee (Eds.), Integrative medicine. Principles for practice (pp. 25–36). New York: McGraw-Hill Companies.

    Google Scholar 

  • Benyamini, Y., Idler, E. L., Leventhal, H., & Leventhal, E. A. (2000). Positive affect and function as influences on self-assessments of health. The Journals of Gerontology Series B: Psychological Sciences and Social Sciences, 55, P107–P116.

    Article  CAS  Google Scholar 

  • Benyamini, Y., & Roziner, I. (2008). The predictive validity of optimism and affectivity in a longitudinal study of older adults. Personality and Individual Differences, 44, 853–864.

    Article  PubMed Central  PubMed  Google Scholar 

  • Bosma, H., Schrijvers, C., & Mackenbach, J. P. (1999). Socioeconomic inequalities in mortality and importance of perceived control: Cohort study. British Medical Journal, 319, 1469–1470.

    Article  CAS  PubMed Central  PubMed  Google Scholar 

  • Boyle, S. H., Jackson, W. G., & Suarez, E. C. (2007). Hostility, anger, and depression predict increases in C3 over a 10-year period. Brain, Behavior, and Immunity, 21, 816–823.

    Article  CAS  PubMed Central  PubMed  Google Scholar 

  • Breeze, E., Fletcher, A. E., Leon, D. A., Marmot, M. G., Clarke, R. J., & Shipley, M. J. (2001). Do socioeconomic disadvantages persist into old age? Self-reported morbidity in a 29-year follow-up of the Whitehall Study. American Journal of Public Health, 91, 277–283.

    Article  CAS  PubMed Central  PubMed  Google Scholar 

  • Brown, G. W., Andrews, B., Harris, T., Adler, Z., & Bridge, L. (1986). Social support, self-esteem and depression. Psychological Medicine, 16, 813–831.

    Google Scholar 

  • Buss, A. H., & Perry, M. (1992). The aggression questionnaire. Journal of Personality and Social Psychology, 63(3), 452–459.

    Google Scholar 

  • Buss, D. M., & Hawley, P. H. (Eds.). (2010). The evolution of personality and individual differences. Oxford: Oxford University Press, Inc.

    Google Scholar 

  • Cano, A., Scaturo, D. J., Sprafkin, R. P., Lantinga, L. J., Fiese, B. H., & Brand, F. (2003). Family support, self-rated health, and psychological distress. Primary Care Companion to the Journal of Clinical Psychiatry, 5, 111–117.

    Article  PubMed Central  PubMed  Google Scholar 

  • Chapman, B. P., Fiscella, K., Kawachi, I., & Duberstein, P. R. (2009). Personality, socioeconomic status, and all-cause mortality in the United States. American Journal of Epidemiology, 171, 83–92.

    Article  PubMed Central  PubMed  Google Scholar 

  • Chapman, B. P., Roberts, B., & Duberstein, P. (2011). Personality and longevity: Knowns, unknowns, and implications for public health and personalized medicine. Journal of Aging Research, 2011, 759170.

    Article  PubMed Central  PubMed  Google Scholar 

  • Charlson, M. E., Pompei, P., Ales, K. L., & MacKenzie, C. R. (1987). A new method of classifying prognostic comorbidity in longitudinal studies: Development and validation. Journal of Chronic Diseases, 40, 373–383.

    Article  CAS  PubMed  Google Scholar 

  • Chida, Y., & Steptoe, A. (2009). The association of anger and hostility with future coronary heart disease: A meta-analytic review of prospective evidence. Journal of the American College of Cardiology, 53, 936–946.

    Article  PubMed  Google Scholar 

  • Costa, P. T. J., Herbst, J. H., McCrae, R. R., Samuels, J., & Ozer, D. J. (2002). The replicability and utility of three personality types. European Journal of Personality, 16, S73–S87.

    Article  Google Scholar 

  • Deary, I. J., Weiss, A., & Batty, G. D. (2010). Intelligence and personality as predictors of illness and death. Psychological Science in the Public Interest, 11, 53–79.

    Article  Google Scholar 

  • Deeg, D. J. H. (2002). Attrition in longitudinal population studies: Does it affect the generalizability of the findings? An introduction to the series. Journal of Clinical Epidemiology, 55, 213–215.

    Article  Google Scholar 

  • Denollet, J., Pedersen, S. S., Vrints, C. J., & Conraads, V. M. (2006). Usefulness of type D personality in predicting five-year cardiac events above and beyond concurrent symptoms of stress in patients with coronary heart disease. The American Journal of Cardiology, 97, 970–973.

    Article  PubMed  Google Scholar 

  • Denton, M., Prus, S., & Walters, V. (2004). Gender differences in health: A Canadian study of the psychosocial, structural and behavioural determinants of health. Social Science and Medicine, 58, 2585–2600.

    Article  PubMed  Google Scholar 

  • Egan, M., Tannahill, C., Petticrew, M., & Thomas, S. (2008). Psychosocial risk factors in home and community settings and their associations with population health and health inequalities: A systematic meta-review. BMC Public Health, 8, 239.

    Article  PubMed Central  PubMed  Google Scholar 

  • Eysenck, S. B. G., Eysenck, H. J., & Barret, P. A. (1985). A revised version of the psychoticism scale. Personality and Individual Differences, 6, 21–29.

    Google Scholar 

  • Felsten, G. (1996). Hostility, stress and symptoms of depression. Personality and Individual Differences, 21, 461–467.

    Article  Google Scholar 

  • Huisman, M., Kunst, A. E., Andersen, O., Bopp, M., Borgan, J. K., Borrell, C., et al. (2004). Socioeconomic inequalities in mortality among elderly people in 11 European populations [see comment]. Journal of Epidemiology and Community Health, 58, 468–475.

    Article  CAS  PubMed Central  PubMed  Google Scholar 

  • Idler, E. L., & Benyamini, Y. (1997). Self-rated health and mortality: A review of twenty-seven community studies. Journal of Health and Social Behavior, 38, 21–37.

    Article  CAS  PubMed  Google Scholar 

  • Kempen, G. I., Miedema, I., van den Bos, G. A., & Ormel, J. (1998). Relationship of domain-specific measures of health to perceived overall health among older subjects. Journal of Clinical Epidemiology, 51, 11–18.

    Article  CAS  PubMed  Google Scholar 

  • Kempen, G. I., & van Sonderen, E. (2002). Psychological attributes and changes in disability among low-functioning older persons: Does attrition affect the outcomes? Journal of Clinical Epidemiology, 55, 224–229.

    Google Scholar 

  • Kempen, G. I. J. M., & Van Eijk, L. M. (1995). The psychometric properties of the SSL12-I, a short scale for measuring social support in the elderly. Social Indicators Research, 35, 303–312.

    Google Scholar 

  • Kho, M. E., Duffett, M., Willison, D. J., Cook, D. J., & Brouwers, M. C. (2009). Written informed consent and selection bias in observational studies using medical records: Systematic review. British Medical Journal, 338, b866.

    Article  PubMed Central  PubMed  Google Scholar 

  • Kiesler, D. J. (1996). Contemporary interpersonal theory and research: Personality, psychpathology, and psychotherapy. New York: Wiley.

    Google Scholar 

  • Klabbers, G., Bosma, H., van den Akker, M., van Boxtel, M. P., Kempen, G. I., McDermott, M. R., et al. (2009). Measuring rebelliousness and predicting health behaviour and outcomes: An investigation of the construct validity of the social reactivity scale. Journal of Health Psychology, 14(6), 771–779.

    Google Scholar 

  • Koster, A., Bosma, H., Kempen, G. I., Penninx, B. W., Beekman, A. T., Deeg, D. J., et al. (2006). Socioeconomic differences in incident depression in older adults: The role of psychosocial factors, physical health status, and behavioral factors. Journal of Psychosomatic Research, 61, 619–627.

    Article  PubMed  Google Scholar 

  • Kroenke, C. (2007). Socioeconomic status and health: Youth development and neomaterialist and psychosocial mechanisms. Social Science and Medicine, 66, 31–42.

    Article  PubMed  Google Scholar 

  • Kubzansky, L. D., Cole, S. R., Kawachi, I., Vokonas, P., & Sparrow, D. (2006). Shared and unique contributions of anger, anxiety, and depression to coronary heart disease: A prospective study in the normative aging study. Annals of Behavioral Medicine, 31, 21–29.

    Article  PubMed  Google Scholar 

  • Kuper, H., Marmot, M., & Hemingway, H. (2002). Systematic review of prospective cohort studies of psychosocial factors in the etiology and prognosis of coronary heart disease. Seminars in Vascular Medicine, 2, 267–314.

    Article  PubMed  Google Scholar 

  • Lamberts, H., & Woods, M. (Eds.). (1987). International classification of primary care. Oxford: Oxford University Press.

    Google Scholar 

  • Luteijn, F., Starren, J., & Van Dijk, H. (1985). Handleiding bij de NPV. Swets en Zeitlinger BV.

  • Manor, O., Matthews, S., & Power, C. (2000). Dichotomous or categorical response? Analysing self-rated health and lifetime social class. International Journal of Epidemiology, 29, 149–157.

    Article  CAS  PubMed  Google Scholar 

  • Martin, R., Watson, D., & Wan, C. K. (2000). A three-factor model of trait anger: Dimensions of affect, behavior, and cognition. Journal of Personality, 68, 869–897.

    Article  CAS  PubMed  Google Scholar 

  • McCrae, R. R., Costa, P. T., Jr, Martin, T. A., Oryol, V. E., Rukavishnikov, A. A., Senin, I. G., et al. (2004). Consensual validation of personality traits across cultures. Journal of Research in Personality, 38, 179–201.

    Article  Google Scholar 

  • McDermott, M. R., & Apter, M. J. (1987). An Introduction & Guide to the Negativism Dominance Scale. In M. R. McDermott (Ed.), Rebelliousness in adolescence and young adulthood. Cardiff: University of Wales.

  • Meesters, C., Muris, P., Bosma, H., Schouten, E., & Beuving, S. (1996). Psychometric evaluation of the Dutch version of the Aggression Questionnaire. Behaviour Research and Therapy, 34(10), 839–843.

    Google Scholar 

  • Mendis, S. (2010). The policy agenda for prevention and control of non-communicable diseases. British Medical Bulletin, 96, 23–43.

    Article  PubMed  Google Scholar 

  • 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.

    Article  CAS  PubMed  Google Scholar 

  • Muthen, B., & Muthen, L. K. (2000). Integrating person-centered and variable-centered analyses: Growth mixture modeling with latent trajectory classes. Alcoholism, Clinical and Experimental Research, 24, 882–891.

    Article  CAS  PubMed  Google Scholar 

  • Nabi, H., Kivimaki, M., Marmot, M. G., Ferrie, J., Zins, M., Ducimetiere, P., et al. (2008a). Does personality explain social inequalities in mortality? The French GAZEL cohort study. International Journal of Epidemiology, 37, 591–602.

    Article  PubMed Central  PubMed  Google Scholar 

  • Nabi, H., Kivimaki, M., Zins, M., Elovainio, M., Consoli, S. M., Cordier, S., et al. (2008b). Does personality predict mortality? Results from the GAZEL French prospective cohort study. International Journal of Epidemiology, 37, 386–396.

    Article  PubMed Central  PubMed  Google Scholar 

  • Nahit, E. S., Hunt, I. M., Lunt, M., Dunn, G., Silman, A. J., & Macfarlane, G. J. (2003). Effects of psychosocial and individual psychological factors on the onset of musculoskeletal pain: Common and site-specific effects. Annals of the Rheumatic Diseases, 62, 755–760.

    Article  CAS  PubMed Central  PubMed  Google Scholar 

  • Norušis, M. J. (2010). PASW statistics 18 statistical procedures companion. New Jersey: Prentice Hall.

    Google Scholar 

  • Pearlin, L. I., & Schooler, C. (1978). The structure of coping. Journal of Health and Social Behavior, 19(1), 2–21.

    Google Scholar 

  • Penninx, B. W., Beekman, A. T., Honig, A., Deeg, D. J., Schoevers, R. A., van Eijk, J. T., et al. (2001). Depression and cardiac mortality: Results from a community-based longitudinal study. Archives of General Psychiatry, 58, 221–227.

    Article  CAS  PubMed  Google Scholar 

  • Pincus, A. L., & Ansell, E. B. (2003). Interpersonal theory of personality. In T. Millon, M. J. Lerner, & I. B. Weiner (Eds.), Handbook of psychology. Personality and social psychology (Vol. 5, pp. 209–229). New York: Wiley.

    Google Scholar 

  • Probst-Hensch, N. M. (2010). Chronic age-related diseases share risk factors: Do they share pathophysiological mechanisms and why does that matter? Swiss Medical Weekly, 140, w13072.

    CAS  PubMed  Google Scholar 

  • Quesnel-Vallee, A. (2007). Self-rated health: Caught in the crossfire of the quest for ‘true’ health? International Journal of Epidemiology, 36, 1161–1164.

    Article  PubMed  Google Scholar 

  • Roberts, B. W., & Helson, R. (1997). Changes in culture, changes in personality: The influence of individualism in a longitudinal study of women. Journal of Personality and Social Psychology, 72, 641–651.

    Article  CAS  PubMed  Google Scholar 

  • Roberts, B. W., Kuncel, N. R., Shiner, R., Caspi, A., & Goldberg, L. R. (2007). The power of personality: The comparative validity of personality traits, socioeconomic status, and cognitive ability for predicting important life outcomes. Perspectives on Psychological Science, 2, 313–345.

    Article  Google Scholar 

  • Roberts, B. W., Walton, K. E., & Viechtbauer, W. (2006). Patterns of mean-level change in personality traits across the life course: A meta-analysis of longitudinal studies. Psychological Bulletin, 132, 1–25.

    Article  PubMed  Google Scholar 

  • Rosenberg, M. (1965). Society and the adolescent self-image. Princeton, NJ: Princeton University Press.

  • Rugulies, R. (2002). Depression as a predictor for coronary heart disease. A review and meta-analysis. American Journal of Preventive Medicine, 23, 51–61.

    Article  PubMed  Google Scholar 

  • Schreurs, P. J. G., Tellegen, B., & Van de Willige, G. (1984). Gezondheid, stress en coping; de ontwikkeling van de Utrechtse Copinglijst. Tijdschrift voor Psychologie, 12, 101–117.

  • Sherer, M., Maddux, J. E., Mercandante, B., Prentice-Dunn, S., Jacobs, B., & Rogers, R. W. (1982). The self-efficacy scale: Construction and validation. Psychological Reports, 51(2), 663–671.

    Google Scholar 

  • Silbereisen, R. K., & Von Eye, A. (Eds.). (1999). Growing up in times of social change. New York: De Gruyter.

    Google Scholar 

  • Singh-Manoux, A., Martikainen, P., Ferrie, J., Zins, M., Marmot, M., & Goldberg, M. (2006). What does self rated health measure? Results from the British Whitehall II and French Gazel cohort studies. Journal of Epidemiology and Community Health, 60, 364–372.

    Article  PubMed Central  PubMed  Google Scholar 

  • Smith, T. W. (1992). Hostility and health: Current status of a psychosomatic hypothesis. Health Psychology, 11, 139–150.

    Article  CAS  PubMed  Google Scholar 

  • Smith, T. W., Glazer, K., Ruiz, J. M., & Gallo, L. C. (2004). Hostility, anger, aggressiveness, and coronary heart disease: An interpersonal perspective on personality, emotion, and health. Journal of Personality, 72, 1217–1270.

    Article  PubMed  Google Scholar 

  • Spinhoven, P., Ormel, J., Sloekers, P. P., Kempen, G. I., Speckens, A. E., & Van Hemert, A. M. (1997). A validation study of the Hospital Anxiety and Depression Scale (HADS) in different groups of Dutch subjects. Psychological Medicine, 27(2), 363–370.

    Google Scholar 

  • Stansfeld, S. A. (2006). Social support and social cohesion. In M. Marmot & R. G. Wilkinson (Eds.), Social determinants of health (2nd ed., pp. 148–171). Oxford: Oxford University Press.

    Google Scholar 

  • Stansfeld, S. A., Bosma, H., Hemingway, H., & Marmot, M. G. (1998). Psychosocial work characteristics and social support as predictors of SF-36 health functioning: The Whitehall II study. Psychosomatic Medicine, 60, 247–255.

    Article  CAS  PubMed  Google Scholar 

  • Suls, J., & Bunde, J. (2005). Anger, anxiety, and depression as risk factors for cardiovascular disease: The problems and implications of overlapping affective dispositions. Psychological Bulletin, 131, 260–300.

    Article  PubMed  Google Scholar 

  • Surtees, P. G., Wainwright, N. W., Luben, R., Day, N. E., & Khaw, K. T. (2005). Prospective cohort study of hostility and the risk of cardiovascular disease mortality. International Journal of Cardiology, 100, 155–161.

    Article  PubMed  Google Scholar 

  • Suurmeijer, T. P. B. M., Reuvekamp, M. F., & Aldenkamp, B. P. (2001). Social functioning, psychological functioning, and quality of life in epilepsy. Epilepsia, 42, 1160–1168.

    Article  CAS  PubMed  Google Scholar 

  • Taylor, S. E., & Seeman, T. E. (1999). Psychosocial resources and the SES-health relationship. Annals of the New York Academy of Sciences, 896, 210–225.

    Article  CAS  PubMed  Google Scholar 

  • Terracciano, A., & Costa, P. T. (2004). Smoking and the five-factor model of personality. Addiction, 99, 472–481.

    Article  PubMed Central  PubMed  Google Scholar 

  • Van den Akker, M., Buntinx, F., Metsemakers, J. F. M., van der Aa, M., & Knottnerus, J. A. (2001). Psychosocial patient characteristics and GP-registered chronic morbidity: A prospective study. Journal of Psychosomatic Research, 50, 95–102.

    Article  PubMed  Google Scholar 

  • Van den Akker, M., Spigt, M. G., De Raeve, L., van Steenkiste, B., Metsemakers, J. F., van Voorst, E. J., et al. (2008). The SMILE study: A study of medical information and lifestyles in Eindhoven, the rationale and contents of a large prospective dynamic cohort study. BMC Public Health, 8, 19.

    Article  PubMed Central  PubMed  Google Scholar 

  • Weiss, A., Sutin, A. R., Duberstein, P. R., Friedman, B., Bagby, R. M., & Costa, P. T., Jr. (2009). The personality domains and styles of the five-factor model are related to incident depression in medicare recipients aged 65 to 100. American Journal of Geriatric Psychiatry, 17, 591–601.

    Article  PubMed Central  PubMed  Google Scholar 

  • WHO. (2008). 2008–2013 action plan for the global strategy for the prevention and control of noncommunicable diseases. Geneva: World Health Organization.

    Google Scholar 

  • Zigmond, A. S., & Snaith, R. P. (1983). The hospital anxiety and depression scale. Acta Psychiatrica Scandinavica, 67(6), 361–370.

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Gonnie Klabbers.

Rights and permissions

Reprints and permissions

About this article

Cite this article

Klabbers, G., Bosma, H., Kempen, G.I.J.M. et al. Do psychosocial profiles predict self-rated health, morbidity and mortality in late middle-aged and older people?. J Behav Med 37, 357–368 (2014). https://doi.org/10.1007/s10865-013-9493-x

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s10865-013-9493-x

Keywords

Navigation