Abstract
Information from the Health Assessment Questionnaire (HAQ) is used to identify which variables measured in 1981 successfully predict the severity of disease in 1989 and the eight year change in severity of disease in a sample of 330 residents of Santa Clara County, California, USA. This study is exploratory and no previous hypotheses are made. Using univariate correlations and stepwise linear regressions, initial values of a number of variables are found to be useful predictors including, in order: the HAQ disability index, pain scale, global health status, tender joints, few work hours, age, female sex, never married, widowhood, and occupation as operative (e.g. dry wall installers, assemblers). Data suggest that deterioration over eight years is least rapid for those with severe disease in 1981. A mathematical identity suggests that analyses of the changes in severity versus analyses of 1989 severity are identical, provided that the 1981 disability index is entered as a covariate. The initial level of the disability index of the HAQ is by far the strongest predictive variable and provides a clinically important gauge for the likelihood of future impairment.
Full text
PDF






Selected References
These references are in PubMed. This may not be the complete list of references from this article.
- Anderson J. J., Felson D. T. Factors associated with osteoarthritis of the knee in the first national Health and Nutrition Examination Survey (HANES I). Evidence for an association with overweight, race, and physical demands of work. Am J Epidemiol. 1988 Jul;128(1):179–189. doi: 10.1093/oxfordjournals.aje.a114939. [DOI] [PubMed] [Google Scholar]
- Arnetz B. B., Wasserman J., Petrini B., Brenner S. O., Levi L., Eneroth P., Salovaara H., Hjelm R., Salovaara L., Theorell T. Immune function in unemployed women. Psychosom Med. 1987 Jan-Feb;49(1):3–12. doi: 10.1097/00006842-198701000-00001. [DOI] [PubMed] [Google Scholar]
- Berger M. C., Fleisher B. M. Husband's health and wife's labor supply. J Health Econ. 1984 Apr;3(1):63–75. doi: 10.1016/0167-6296(84)90026-2. [DOI] [PubMed] [Google Scholar]
- Callahan L. F., Pincus T. Associations between clinical status questionnaire scores and formal education level in persons with systemic lupus erythematosus. Arthritis Rheum. 1990 Mar;33(3):407–411. doi: 10.1002/art.1780330315. [DOI] [PubMed] [Google Scholar]
- DUTHIE J. J., BROWN P. E., TRUELOVE L. H., BARAGAR F. D., LAWRIE A. J. COURSE AND PROGNOSIS IN RHEUMATOID ARTHRITIS. A FURTHER REPORT. Ann Rheum Dis. 1964 May;23:193–204. doi: 10.1136/ard.23.3.193. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Ensminger M. E., Celentano D. D. Gender differences in the effect of unemployment on psychological distress. Soc Sci Med. 1990;30(4):469–477. doi: 10.1016/0277-9536(90)90349-w. [DOI] [PubMed] [Google Scholar]
- Feigenbaum S. L., Masi A. T., Kaplan S. B. Prognosis in rheumatoid arthritis. A longitudinal study of newly diagnosed younger adult patients. Am J Med. 1979 Mar;66(3):377–384. doi: 10.1016/0002-9343(79)91055-6. [DOI] [PubMed] [Google Scholar]
- Fries J. F., Spitz P. W., Young D. Y. The dimensions of health outcomes: the health assessment questionnaire, disability and pain scales. J Rheumatol. 1982 Sep-Oct;9(5):789–793. [PubMed] [Google Scholar]
- Fries J. F., Spitz P., Kraines R. G., Holman H. R. Measurement of patient outcome in arthritis. Arthritis Rheum. 1980 Feb;23(2):137–145. doi: 10.1002/art.1780230202. [DOI] [PubMed] [Google Scholar]
- Gordon D. A., Stein J. L., Broder I. The extra-articular features of rheumatoid arthritis. A systematic analysis of 127 cases. Am J Med. 1973 Apr;54(4):445–452. doi: 10.1016/0002-9343(73)90040-5. [DOI] [PubMed] [Google Scholar]
- Hall E. M., Johnson J. V. Depression in unemployed Swedish women. Soc Sci Med. 1988;27(12):1349–1355. doi: 10.1016/0277-9536(88)90200-6. [DOI] [PubMed] [Google Scholar]
- Hart F. D. Presentation of rheumatoid arthritis and its relation to prognosis. Br Med J. 1977 Sep 3;2(6087):621–624. doi: 10.1136/bmj.2.6087.621. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Jacoby R. K., Jayson M. I., Cosh J. A. Onset, early stages, and prognosis of rheumatoid arthritis: a clinical study of 100 patients with 11-year follow-up. Br Med J. 1973 Apr 14;2(5858):96–100. doi: 10.1136/bmj.2.5858.96. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Jennings S., Mazaik C., McKinlay S. Women and work: an investigation of the association between health and employment status in middle-aged women. Soc Sci Med. 1984;19(4):423–431. doi: 10.1016/0277-9536(84)90200-4. [DOI] [PubMed] [Google Scholar]
- Leigh J. P. Assessing the importance of an independent variable in multiple regression: is stepwise unwise? J Clin Epidemiol. 1988;41(7):669–677. doi: 10.1016/0895-4356(88)90119-9. [DOI] [PubMed] [Google Scholar]
- Liang M. H., Jette A. M. Measuring functional ability in chronic arthritis: a critical review. Arthritis Rheum. 1981 Jan;24(1):80–86. doi: 10.1002/art.1780240113. [DOI] [PubMed] [Google Scholar]
- Milham S., Jr Using multiple cause of death coding in occupational mortality studies. Am J Ind Med. 1988;14(3):341–344. doi: 10.1002/ajim.4700140311. [DOI] [PubMed] [Google Scholar]
- Pincus T., Callahan L. F. Formal education as a marker for increased mortality and morbidity in rheumatoid arthritis. J Chronic Dis. 1985;38(12):973–984. doi: 10.1016/0021-9681(85)90095-5. [DOI] [PubMed] [Google Scholar]
- Sherrer Y. S., Bloch D. A., Mitchell D. M., Young D. Y., Fries J. F. The development of disability in rheumatoid arthritis. Arthritis Rheum. 1986 Apr;29(4):494–500. doi: 10.1002/art.1780290406. [DOI] [PubMed] [Google Scholar]
- Verbrugge L. M. Gender and health: an update on hypotheses and evidence. J Health Soc Behav. 1985 Sep;26(3):156–182. [PubMed] [Google Scholar]
- Verbrugge L. M. The twain meet: empirical explanations of sex differences in health and mortality. J Health Soc Behav. 1989 Sep;30(3):282–304. [PubMed] [Google Scholar]
- Wawrzynska-Pagowska J., Brzezinska B., Brzozowska M., Graff T., Juszczyk T., Michalski J., Pakula A., Piotrowska D., Wojcik-Scislowska M. Observations on the symptoms and signs of "early" rheumatoid arthritis in a prospective study. Acta Rheumatol Scand. 1970 Apr;16(2):99–105. [PubMed] [Google Scholar]
- Yelin E., Meenan R., Nevitt M., Epstein W. Work disability in rheumatoid arthritis: effects of disease, social, and work factors. Ann Intern Med. 1980 Oct;93(4):551–556. doi: 10.7326/0003-4819-93-4-551. [DOI] [PubMed] [Google Scholar]