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Published in: International Archives of Occupational and Environmental Health 2/2009

01-01-2009 | Original Article

Comparisons between five self-administered instruments predicting sick leaves in a 4-year follow-up

Authors: Per Lindberg, Malin Josephson, Lars Alfredsson, Eva Vingård

Published in: International Archives of Occupational and Environmental Health | Issue 2/2009

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Abstract

Objectives

This study aimed to explore and compare the ability of five instruments for self-rating to predict future sick leave rates.

Methods

In three Swedish municipalities 2,252 employees completed a baseline questionnaire and were followed up for 4 years. Five health-oriented instruments for self-rating were used as potential predictors of the two outcome measures no sick leave at all, and one or more spells of long-term sick leave ≥28 days. Positive and negative predictive values as well as Cox proportional hazard ratios (denoted as RRs) adjusted for age and work type were calculated.

Results

The instruments showed no statistical difference in predicting future sick leave for either of the sexes. For no sick leave RRs ranged between 1.27 and 1.52 (women), 1.35 and 1.61 (men); for long-term sick leave RRs ranged between 1.78 and 2.39 (women), 2.87 and 5.53 (men). However, the best prediction of long-term sick leave for men, RR 5.53, 95% confidence interval (CI) 3.37–9.08, was significantly higher than the best prediction for women, RR 2.39, 95% CI 1.97–2.90.

Conclusion

Prediction of long-term sick leave was better than that of no sick leave, and better among men than among women. There was a tendency for somewhat better prediction of future sick leave by multiple-question instruments, but single-question instruments can very well be used in predicting future sick leaves, and crude analyses stratified by sex can be used for screening purposes.
Literature
go back to reference Af Sillén U, Nilsson J-Å, Månsson N-O, Nilsson P (2005) Self-rated health in relation to age and gender: influence on mortality risk in the Malmö Preventive Project. Scand J Public Health 33:183–189PubMedCrossRef Af Sillén U, Nilsson J-Å, Månsson N-O, Nilsson P (2005) Self-rated health in relation to age and gender: influence on mortality risk in the Malmö Preventive Project. Scand J Public Health 33:183–189PubMedCrossRef
go back to reference Altman DG, Bland JM (1994) Statistics notes: diagnostic tests 2: predictive values. BMJ 309:102PubMed Altman DG, Bland JM (1994) Statistics notes: diagnostic tests 2: predictive values. BMJ 309:102PubMed
go back to reference Bardage C, Isacsson D, Pedersen N (2001) Self-rated health as a predictor of mortality among persons with cardiovascular disease in Sweden. Scand J Public Health 29:13–22PubMedCrossRef Bardage C, Isacsson D, Pedersen N (2001) Self-rated health as a predictor of mortality among persons with cardiovascular disease in Sweden. Scand J Public Health 29:13–22PubMedCrossRef
go back to reference Benyamini Y, Idler E (1999) Community studies reporting association between self-rated health and mortality. Res Aging 21:392–401CrossRef Benyamini Y, Idler E (1999) Community studies reporting association between self-rated health and mortality. Res Aging 21:392–401CrossRef
go back to reference Benyamini Y, Leventhal EA, Leventhal H (2000) Gender differences in processing information for making self-assessments of health. Psychosom Med 62:354–364PubMed Benyamini Y, Leventhal EA, Leventhal H (2000) Gender differences in processing information for making self-assessments of health. Psychosom Med 62:354–364PubMed
go back to reference Bjorner J, Kristensen T, Orth-Gomér K, Tibblin G, Sullivan M, Westerholm P (1996) Self-rated health—a useful concept in research, prevention and clinical medicine. In: Forskningsrådsnämnden (Swedish Council for Planning and Coordination of Research), Stockholm, p 144 Bjorner J, Kristensen T, Orth-Gomér K, Tibblin G, Sullivan M, Westerholm P (1996) Self-rated health—a useful concept in research, prevention and clinical medicine. In: Forskningsrådsnämnden (Swedish Council for Planning and Coordination of Research), Stockholm, p 144
go back to reference Bowling A (2005) Just one question: if one question works, why ask several? J Epidemiol Community Health 59:342–345PubMedCrossRef Bowling A (2005) Just one question: if one question works, why ask several? J Epidemiol Community Health 59:342–345PubMedCrossRef
go back to reference 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? J Epidemiol Community Health 55:836–840PubMedCrossRef 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? J Epidemiol Community Health 55:836–840PubMedCrossRef
go back to reference DeSalvo KB, Fan VS, McDonell MB, Fihn SD (2005) Predicting mortality and healthcare utilization with a single question. Health Serv Res 40:1234–1246PubMedCrossRef DeSalvo KB, Fan VS, McDonell MB, Fihn SD (2005) Predicting mortality and healthcare utilization with a single question. Health Serv Res 40:1234–1246PubMedCrossRef
go back to reference Eriksson I, Undén A-L, Elofsson S (2001) Comparisons between three different measures. Results from a population study. Self-rated health. Int J Epidemiol 30:326–333PubMedCrossRef Eriksson I, Undén A-L, Elofsson S (2001) Comparisons between three different measures. Results from a population study. Self-rated health. Int J Epidemiol 30:326–333PubMedCrossRef
go back to reference Heidrich J, Liese AD, Lowel H, Keil U (2002) Self-rated health and its relation to all-cause and cardiovascular mortality in Southern Germany. Results from the MONICA Augsburg Cohort Study 1984–1995. Ann Epidemiol 12:338–345PubMedCrossRef Heidrich J, Liese AD, Lowel H, Keil U (2002) Self-rated health and its relation to all-cause and cardiovascular mortality in Southern Germany. Results from the MONICA Augsburg Cohort Study 1984–1995. Ann Epidemiol 12:338–345PubMedCrossRef
go back to reference Huibers MJH et al (2004a) Predictors of outcome in fatigued employees on sick leave: results from a randomised trial. J Psychosom Res 57:443–449PubMedCrossRef Huibers MJH et al (2004a) Predictors of outcome in fatigued employees on sick leave: results from a randomised trial. J Psychosom Res 57:443–449PubMedCrossRef
go back to reference Huibers MJH, Kant IJ, Knottnerus JA, Bleijenberg G, Swaen GMH, Kasl SV (2004b) Development of the chronic fatigue syndrome in severely fatigued employees: predictors of outcome in the Maastricht cohort study. J Epidemiol Community Health 58:877–882PubMedCrossRef Huibers MJH, Kant IJ, Knottnerus JA, Bleijenberg G, Swaen GMH, Kasl SV (2004b) Development of the chronic fatigue syndrome in severely fatigued employees: predictors of outcome in the Maastricht cohort study. J Epidemiol Community Health 58:877–882PubMedCrossRef
go back to reference Idler E, Benyamini Y (1997) Self-rated health and mortality: a review of twenty-seven community studies. J Health Soc Behav 38:21–37PubMedCrossRef Idler E, Benyamini Y (1997) Self-rated health and mortality: a review of twenty-seven community studies. J Health Soc Behav 38:21–37PubMedCrossRef
go back to reference Ilmarinen J, Tuomi K, Eskelinen L, Nygård C, Huuhtanen P, Klockars M (1991) Summary and recommendations of a project involving cross-sectional and follow-up studies on the aging worker in Finnish municipal occupations (1981–1985). Scand J Work Environ Health 17:135–141PubMed Ilmarinen J, Tuomi K, Eskelinen L, Nygård C, Huuhtanen P, Klockars M (1991) Summary and recommendations of a project involving cross-sectional and follow-up studies on the aging worker in Finnish municipal occupations (1981–1985). Scand J Work Environ Health 17:135–141PubMed
go back to reference Kaplan G et al (1996) Perceived health status and mobidity and mortality: evidence from Kuopio Ischaemic Heart Disease Risk Factor Study. Int J Epidemiol 25:259–265PubMedCrossRef Kaplan G et al (1996) Perceived health status and mobidity and mortality: evidence from Kuopio Ischaemic Heart Disease Risk Factor Study. Int J Epidemiol 25:259–265PubMedCrossRef
go back to reference Kemm JR (1993) Towards an epidemiology of positive health. Health Promot Int 8:129–134CrossRef Kemm JR (1993) Towards an epidemiology of positive health. Health Promot Int 8:129–134CrossRef
go back to reference Kujala V, Tammelin T, Remes J, Elina V, Ek E, Laitinen J (2006) Work ability index of young employees and their sickness absence during the following year. Scand J Work Environ Health 32:75–84PubMed Kujala V, Tammelin T, Remes J, Elina V, Ek E, Laitinen J (2006) Work ability index of young employees and their sickness absence during the following year. Scand J Work Environ Health 32:75–84PubMed
go back to reference Larsson D, Hemmingsson T, Allebeck P, Lundberg I (2002) Self-rated health and mortality among young men: what is the relation and how may it be explained. Scand J Public Health 30:259–266PubMedCrossRef Larsson D, Hemmingsson T, Allebeck P, Lundberg I (2002) Self-rated health and mortality among young men: what is the relation and how may it be explained. Scand J Public Health 30:259–266PubMedCrossRef
go back to reference Lindberg P (2006) The work ability continuum. Epidemiological studies of factors promoting sustainable work ability. Doctoral thesis, Department of Clinical Neuroscience, Section of Personal Injury Prevention. Karolinska Institutet, Stockholm Lindberg P (2006) The work ability continuum. Epidemiological studies of factors promoting sustainable work ability. Doctoral thesis, Department of Clinical Neuroscience, Section of Personal Injury Prevention. Karolinska Institutet, Stockholm
go back to reference Lund T, Borg V (1999) Work environment and self-rated health as predictors of remaining in work 5 years later among Danish employees 35–59 ears of age. Exp Aging Res 25:429–434PubMedCrossRef Lund T, Borg V (1999) Work environment and self-rated health as predictors of remaining in work 5 years later among Danish employees 35–59 ears of age. Exp Aging Res 25:429–434PubMedCrossRef
go back to reference Mackenbach JP, Van den Bos J, Joung IMA, van de Mheen H, Stronks K (1994) The determinants of excellent health: different from the determinants of ill-health? Int J Epidemiol 23:1273–1281PubMedCrossRef Mackenbach JP, Van den Bos J, Joung IMA, van de Mheen H, Stronks K (1994) The determinants of excellent health: different from the determinants of ill-health? Int J Epidemiol 23:1273–1281PubMedCrossRef
go back to reference Manderbacka K, Lahelma E, Martikainen P (1998) Examining the continuity of self-rated health. Int J Epidemiol 27:208–213PubMedCrossRef Manderbacka K, Lahelma E, Martikainen P (1998) Examining the continuity of self-rated health. Int J Epidemiol 27:208–213PubMedCrossRef
go back to reference Moller L, Kristensen TS, Hollnagel H (1996) Self rated health as a predictor of coronary heart disease in Copenhagen, Denmark. J Epidemiol Community Health 50:423–428PubMedCrossRef Moller L, Kristensen TS, Hollnagel H (1996) Self rated health as a predictor of coronary heart disease in Copenhagen, Denmark. J Epidemiol Community Health 50:423–428PubMedCrossRef
go back to reference Nordenfelt L (1987) On the nature of health. An action-theoretic approach. Kluwer Academic Publishers, Dordrecht Nordenfelt L (1987) On the nature of health. An action-theoretic approach. Kluwer Academic Publishers, Dordrecht
go back to reference Reiso H, Nygård JF, Brage S, Gulbrandsen P, Tellnes G (2001) Work ability and duration of certified sickness absence. Scand J Public Health 29:218–225PubMedCrossRef Reiso H, Nygård JF, Brage S, Gulbrandsen P, Tellnes G (2001) Work ability and duration of certified sickness absence. Scand J Public Health 29:218–225PubMedCrossRef
go back to reference Segovia J, Bartlett RF, Edwards AC (1989) An empirical analysis of the dimensions of health status measures. Soc Sci Med 29:761–768PubMedCrossRef Segovia J, Bartlett RF, Edwards AC (1989) An empirical analysis of the dimensions of health status measures. Soc Sci Med 29:761–768PubMedCrossRef
go back to reference Shadbolt B, Barresi J, Craft P (2002) Self-rated health as a predictor of survival among patients with advanced cancer. J Clin Oncol 20:2514–2519PubMedCrossRef Shadbolt B, Barresi J, Craft P (2002) Self-rated health as a predictor of survival among patients with advanced cancer. J Clin Oncol 20:2514–2519PubMedCrossRef
go back to reference Sullivan M, Karlsson J, Ware J, John E (1995) The Swedish SF-36 Health Survey-I. Evaluation of data quality, scaling assumptions, reliability and construct validity across general populations in Sweden. Soc Sci Med 41:1349–1358PubMedCrossRef Sullivan M, Karlsson J, Ware J, John E (1995) The Swedish SF-36 Health Survey-I. Evaluation of data quality, scaling assumptions, reliability and construct validity across general populations in Sweden. Soc Sci Med 41:1349–1358PubMedCrossRef
go back to reference Sullivan M, Karlsson J, Taft C (2002) SF-36 Hälsoenkät: Svensk Manual och Tolkningsguide (SF-36 Health Survey: Swedish Manual and Interpretation), 2nd edn. Sahlgrenska University Hospital, Gothenburg Sullivan M, Karlsson J, Taft C (2002) SF-36 Hälsoenkät: Svensk Manual och Tolkningsguide (SF-36 Health Survey: Swedish Manual and Interpretation), 2nd edn. Sahlgrenska University Hospital, Gothenburg
go back to reference Tuomi K, Ilmarinen J, Eskelinen L, Järvinen E, Toikkanen J, Klockars M (1991) Prevalence and incidence rates of diseases and work ability in different work categories of municipal occupations. Scand J Work Environ Health 17:67–74PubMed Tuomi K, Ilmarinen J, Eskelinen L, Järvinen E, Toikkanen J, Klockars M (1991) Prevalence and incidence rates of diseases and work ability in different work categories of municipal occupations. Scand J Work Environ Health 17:67–74PubMed
go back to reference Tuomi K et al (1997) Summary of Finnish research project (1981–1992) to promote the health and work ability of aging workers. Scand J Environ Health 23:66–71 Tuomi K et al (1997) Summary of Finnish research project (1981–1992) to promote the health and work ability of aging workers. Scand J Environ Health 23:66–71
go back to reference Tuomi K, Ilmarinen J, Jahkola A, Katajarinne L, Tulkki A (1998) Work ability index, 2nd edn. Finnish Institute of Occupational Health, Helsinki Tuomi K, Ilmarinen J, Jahkola A, Katajarinne L, Tulkki A (1998) Work ability index, 2nd edn. Finnish Institute of Occupational Health, Helsinki
go back to reference Vingård E et al (2005) Long-term sick-listing among women in the public sector and its associations with age, family, lifestyle and work. A three year follow up study. Scand J Public Health 33:370–375PubMedCrossRef Vingård E et al (2005) Long-term sick-listing among women in the public sector and its associations with age, family, lifestyle and work. A three year follow up study. Scand J Public Health 33:370–375PubMedCrossRef
go back to reference Vuorisalmi M, Lintonen T, Jylha M (2005) Global self-rated health data from a longitudinal study predicted mortality better than comparative self-rated health in old age. J Clin Epidemiol 58:680–687PubMedCrossRef Vuorisalmi M, Lintonen T, Jylha M (2005) Global self-rated health data from a longitudinal study predicted mortality better than comparative self-rated health in old age. J Clin Epidemiol 58:680–687PubMedCrossRef
go back to reference Ware JE, Sherbourne CD (1992) The MOS 36-item short form health survey (SF–36). I. Conceptual framework and item selection. Med Care 30:473–481PubMedCrossRef Ware JE, Sherbourne CD (1992) The MOS 36-item short form health survey (SF–36). I. Conceptual framework and item selection. Med Care 30:473–481PubMedCrossRef
go back to reference Ware JE, Snow K, Kosinski M, Gandek B (1993) SF–36 Health Survey Manual and Interpretation Guide. New England Medical Center, The Health Institute, Boston Ware JE, Snow K, Kosinski M, Gandek B (1993) SF–36 Health Survey Manual and Interpretation Guide. New England Medical Center, The Health Institute, Boston
Metadata
Title
Comparisons between five self-administered instruments predicting sick leaves in a 4-year follow-up
Authors
Per Lindberg
Malin Josephson
Lars Alfredsson
Eva Vingård
Publication date
01-01-2009
Publisher
Springer-Verlag
Published in
International Archives of Occupational and Environmental Health / Issue 2/2009
Print ISSN: 0340-0131
Electronic ISSN: 1432-1246
DOI
https://doi.org/10.1007/s00420-008-0326-0

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