Skip to main content

Advertisement

Log in

The predictive validity of health-related quality of life measures: mortality in a longitudinal population-based study

  • Published:
Quality of Life Research Aims and scope Submit manuscript

Abstract

Objective

This study examined the association between health-related quality of life (HRQL) and mortality risk, and compared the predictive ability of Health Utilities Index Mark 3 (HUI3) with self-rated health (SRH).

Methods

Data were from the 1994/95 Canadian National Population Health Survey, consisting of 12,375 women and men aged 18 and older. Cox proportional hazards regression models were performed to estimate mortality risk over eight years.

Results

Mortality risks for people reporting good, fair, and poor health at baseline were, respectively, 1.44 (95% confidence interval [CI] 1.04, 2.00), 1.97 (1.35, 2.88), and 3.21 (2.08, 4.95) times greater than those who reported excellent health. In a model excluding SRH, the effect of HUI3 on mortality was strong and significant (HR = 0.47; 95%, 0.33, 0.67) when adjusted for possible confounders. When HUI3 and SRH were considered simultaneously, the effect of the HUI3 on mortality was somewhat attenuated, but still significant (HR = 0.61, 0.42, 0.89) after adjusting for potential confounders.

Conclusions

Although SRH is a modestly stronger predictor of mortality than HUI3, HUI3 adds to the mortality prediction ability of SRH.

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

Abbreviations

HRQL:

Health-Related Quality of Life

HUI3:

HealthUtilities Index Mark 3

SRH:

Self-Rated Health

HUI1:

Health Utilities Index Mark 1

NHEFS:

National Health and Nutrition Examination Survey I Epidemiologic Follow-up Study

NPHS:

National Population Health Survey

References

  1. Statistics Canada (2006). General Social Survey 1991, Cycle 6: Health. Retrieved March 13, 2006, from www.statcan.ca/english/sdds/instrument/3894_Q1_V2_E.pdf.

  2. Au, D. W. H., Crossley, T. F., & Schellhorn, M. (2005). The effect of health changes and long-term health on the work activity of older Canadians. Health Economics, 14, 999–1018.

    Article  PubMed  Google Scholar 

  3. Maddigan, S. L., Feeny, D. H., Majumdar, S. R., Farris, K. B., & Johnson, J. A. (2006). Understanding the determinants of health in type-2 diabetes. American Journal of Public Health, 96, 1649–1655.

    Article  PubMed  Google Scholar 

  4. Wang, Q., & Chen, G. (1999). The health status of the Singaporean population as measured by the Health Utilities Index Mark III System. Singapore Medical Journal, 40, 389–396.

    PubMed  CAS  Google Scholar 

  5. Luo, N., Johnson, J. A., Shaw, J. W., Feeny, D., & Coons, S. J. (2005). Self-reported health status of the general adult US Population as assessed by the EQ-5D and Health Utilities Index. Medical Care, 43, 1078–1086.

    Article  PubMed  Google Scholar 

  6. Sanmartin, C., Ng, E., Blackwell, D., Gentleman, J., Martinez, M., & Simile, C. (2004). Joint Canada/United States Survey of Health, 2002–03. Ottawa: Statistics Canada. Catologue 82M0022-XIE.

    Google Scholar 

  7. Le Galès, C., Buron, C., Costet, N., Rosman, S., & Slama, P. G. (2002). Development of a preference-weighted health status classification system in France: the Health Utilities Index. Health Care Management Science, 5, 41–51.

    Article  PubMed  Google Scholar 

  8. Macran, S., Weatherly, H., & Kind, P. (2003). Measuring population health: a comparison of three generic health status measures. Medical Care, 41, 218–231.

    Article  PubMed  Google Scholar 

  9. Oostenbrink, R., Moll, H. A., & Essink-Bot, M. (2002). The EQ-5D and the Health Utilities Index for permanent sequelae after meningitis: a head-to-head comparison. Journal of Clinical Epidemiology, 55, 791–799.

    Article  PubMed  Google Scholar 

  10. Wolfson, M. C. (1996). Health-adjusted life expectancy. Health Reports, 6, 41–46.

    Google Scholar 

  11. Statistics Canada (2006). Health Indicators; 2005. (Catalogue No 82–221-XIE). Retrieved March 13, 2006, from www.statcan.ca/english/freepub/82-221-XIE/82-221-XIE2005002.htm.

  12. Feeny, D. H., Torrance, G. W., & Furlong, W. J. (1996). Health utilities index. In B. Spilker (Ed.), Quality of Life and Pharmacoeconomics in Clinical Trials. 2nd edn. (pp. 239–252). Philadelphia: Lippincott-Raven Press.

    Google Scholar 

  13. Furlong, W. J., Feeny, D. H., Torrance, G. W., & Barr, R. D. (2001). The Health Utilities Index (HUI) system for assessing health-related quality of life in clinical studies. Annals of Medicine, 33, 375–384.

    PubMed  CAS  Google Scholar 

  14. Hawthorne, G., Richardson, J., & Day, N. A. (2001). A comparison of the Assessment of Quality of Life (AQoL) with four other generic utility instruments. Annals of Medicine, 33, 358–370.

    PubMed  CAS  Google Scholar 

  15. Horsman, J., Furlong, W., Feeny, D., & Torrance, G. (2006). The Health Utilities Index (HUI®): concepts, measurement properties and applications. Health and Quality of Life Outcomes (electronic journal) 2003; 1. Retrieved March 13, 2006, from http://www.hqlo.com/content/1/1/54.

  16. Torrance, G. W., Furlong, W., & Feeny, D. (2002). Health utility estimation. Expert Reviews in Pharmacoeconomics Outcomes Research, 2, 99–108.

    Article  Google Scholar 

  17. Grootendorst, P., Feeny, D. H., & Furlong, W. (2000). Health utilities index mark 3: evidence of construct validity for stroke and arthritis in a population health survey. Medical Care, 38, 290–299.

    Article  PubMed  CAS  Google Scholar 

  18. Supina , A. L., Feeny, D. H., Carroll, L. J., Johnson, J. A. (2007). Misinterpretation with Norm-Based Scoring of Health Status in Adults with Type-1 Diabetes. Health and Quality of Life Outcomes (electronic journal) 2006; 4. Retrieved June 4, 2007, from http://www.hqlo.com/content/4/1/15.

  19. Sawka, A. M., Thabane, L., & Papaioannou, A. (2005). Health-Related Quality of Life Measurements in Elderly Canadians with Osteoporosis Compared to Other Chronic Medical Conditions: A Population-Based Study from the Canadian Multicentre Osteoporosis Study (CaMOS). Osteoporosis International, 16, 1836–1840.

    Article  PubMed  CAS  Google Scholar 

  20. Manuel, D. G., Leung, M., Nguyen, K., Tanuseputro, P., & Johansen, H. (2003). Burden of Cardiovascular Disease in Canada. The Canadian Journal of Cardiology, 19, 997–1004.

    PubMed  Google Scholar 

  21. Barr, R. D., Chalmers, D., De Pauw, S., Furlong, W., Weitzman, S., & Feeny, D. (2000). Health-Related Quality of Life in Survivors of Wilms’ Tumor and Advanced Neuroblastoma: A Cross-Sectional Study. Journal of Clinical Oncology, 18, 3280–3287.

    PubMed  CAS  Google Scholar 

  22. DeSalvo, K. B., Fan, V. S., McDowell, M. B., & Fihn, S. D. (2005). Predicting mortality and healthcare utilization with a single question. Health Services Research, 40, 1234–1246.

    Article  PubMed  Google Scholar 

  23. Benjamins, M. R., Hummer, R. A., Eberstein, I. W., & Nam, C. B. (2004). Self-reported health and adult mortality risk: an analysis of cause-specific mortality. Social Science & Medicine, 59, 1297–1306.

    Article  Google Scholar 

  24. Burstrom, B., & Fredlund, P. (2001). Self rated health: is it as good a predictor of subsequent mortality among adults in lower as well as in higher social classes? Journal of Epidemiology and Community Health, 55, 836–840.

    Article  PubMed  CAS  Google Scholar 

  25. Bowling , A. (1999). Measuring health: a review of Quality of Life measurement scales. 2nd edn. Open University Press, 1999.

  26. 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  PubMed  CAS  Google Scholar 

  27. Kaplan, G. A., & Camacho, T. (1983). Perceived health and mortality: a nine-year follow-up of the Human Population Laboratory Cohort. American Journal of Epidemiology, 117, 292–304.

    PubMed  CAS  Google Scholar 

  28. Feeny, D. H., Furlong, W. J., Torrance, G. W., Goldsmith, C. H., Zhu, Z., DePauw, S. et al. (2002). Multi-attribute and single-attribute utility functions for the Health Utilities Index Mark 3 System. Medical Care, 40, 113–128.

    Article  PubMed  Google Scholar 

  29. Gold, M., Franks, P., & Erickson, P. (1996). Assessing the health of the nation: the predictive validity of a preference-based measure and self-rated health. Medical Care, 34, 163–177.

    Article  PubMed  CAS  Google Scholar 

  30. Wilkins, K. (2006). Predictors of death in seniors. Health Reports [Supplement], 2006; 16, 57–67. (Statistics Canada Catalogue 82–003).

    Google Scholar 

  31. Tambay, J. & Catlin, G. (1995). Sample design of the National Population Health Survey. Health Reports, 7, 29–38.

    Google Scholar 

  32. Statistics Canada (2003). NPHS Household Survey—Cycle 5, Mortality Confirmation User Guide, System Development Division, 23 June 2003.

  33. Statistics Canada (2006). National Population Health Survey Questionnaire; 1994. Retrieved March 13, 2006, from www.statcan.ca/english/sdds/instrument/3225_Q1_V1_E.pdf.

  34. Kessler, R. C., Andrews, G., Colpe, L. J. et al. (2002). Short screening scales to monitor population prevalences and trends in nonspecific psychological distress. Psychological Medicine, 32, 959–976.

    Article  PubMed  CAS  Google Scholar 

  35. Yeo, D., Mantel, H., & Liu, T. P. (1999). Bootstrap variance estimation for the National Population Health Survey. Proceedings of the Survey Research Methods Section. Baltimore: American Statistical Association.

    Google Scholar 

Download references

Acknowledgements

We thank Kathryn O’Grady, Daniel Schollaert, and Nathalie Huguet for their contributions to the study. We particularly thank Prof. George Wells for facilitating the collaboration with Statistics Canada. We also gratefully acknowledge the constructive comments received from two anonymous reviewers and from the Associate Editor, which have served to improve the paper. This study was supported by the National Institute on Aging (grant AG 027129) and through a Canadian Studies Grant from the Canadian Embassy in Washington DC.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Mark S. Kaplan.

Rights and permissions

Reprints and permissions

About this article

Cite this article

Kaplan, M.S., Berthelot, JM., Feeny, D. et al. The predictive validity of health-related quality of life measures: mortality in a longitudinal population-based study. Qual Life Res 16, 1539–1546 (2007). https://doi.org/10.1007/s11136-007-9256-7

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s11136-007-9256-7

Keywords

Navigation