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Published in: BMC Public Health 1/2004

Open Access 01-12-2004 | Research article

Length of sick leave – Why not ask the sick-listed? Sick-listed individuals predict their length of sick leave more accurately than professionals

Authors: Nils Fleten, Roar Johnsen, Olav Helge Førde

Published in: BMC Public Health | Issue 1/2004

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Abstract

Background

The knowledge of factors accurately predicting the long lasting sick leaves is sparse, but information on medical condition is believed to be necessary to identify persons at risk. Based on the current practice, with identifying sick-listed individuals at risk of long-lasting sick leaves, the objectives of this study were to inquire the diagnostic accuracy of length of sick leaves predicted in the Norwegian National Insurance Offices, and to compare their predictions with the self-predictions of the sick-listed.

Methods

Based on medical certificates, two National Insurance medical consultants and two National Insurance officers predicted, at day 14, the length of sick leave in 993 consecutive cases of sick leave, resulting from musculoskeletal or mental disorders, in this 1-year follow-up study. Two months later they reassessed 322 cases based on extended medical certificates. Self-predictions were obtained in 152 sick-listed subjects when their sick leave passed 14 days. Diagnostic accuracy of the predictions was analysed by ROC area, sensitivity, specificity, likelihood ratio, and positive predictive value was included in the analyses of predictive validity.

Results

The sick-listed identified sick leave lasting 12 weeks or longer with an ROC area of 80.9% (95% CI 73.7–86.8), while the corresponding estimates for medical consultants and officers had ROC areas of 55.6% (95% CI 45.6–65.6%) and 56.0% (95% CI 46.6–65.4%), respectively. The predictions of sick-listed males were significantly better than those of female subjects, and older subjects predicted somewhat better than younger subjects. Neither formal medical competence, nor additional medical information, noticeably improved the diagnostic accuracy based on medical certificates.

Conclusion

This study demonstrates that the accuracy of a prognosis based on medical documentation in sickness absence forms, is lower than that of one based on direct communication with the sick-listed themselves.
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Literature
1.
go back to reference Ministry of Labour and Government Administration; St.meld.39 (1991-1992). Attføring og arbeid for yrkeshemmede. Sykepenger og uførepensjon. (Attføringsmeldingen). [White Paper of Vocational Rehabilitation]. 1991, Oslo Ministry of Labour and Government Administration; St.meld.39 (1991-1992). Attføring og arbeid for yrkeshemmede. Sykepenger og uførepensjon. (Attføringsmeldingen). [White Paper of Vocational Rehabilitation]. 1991, Oslo
2.
go back to reference Ministry of Health and Social affairs; Norwegian Public Report no 27 2000 [Sickness absence and disability pensioning]. 2000, Oslo Ministry of Health and Social affairs; Norwegian Public Report no 27 2000 [Sickness absence and disability pensioning]. 2000, Oslo
3.
go back to reference Berg JE, Tellnes G, Noreik K, Melsom H: Sykmelding II-ordningen. Fra prosjektet Evaluering av oppfolging av langtidssykmeldte. [The sick leave notification II system. From the project Evaluation of follow-up of long-term sick leave patients]. Tidsskr Nor Laegeforen. 1990, 110: 1393-1397.PubMed Berg JE, Tellnes G, Noreik K, Melsom H: Sykmelding II-ordningen. Fra prosjektet Evaluering av oppfolging av langtidssykmeldte. [The sick leave notification II system. From the project Evaluation of follow-up of long-term sick leave patients]. Tidsskr Nor Laegeforen. 1990, 110: 1393-1397.PubMed
4.
go back to reference Fleten N, Johnsen R, Ostrem BS: Reliability of sickness certificates in detecting potential sick leave reduction by modifying working conditions: a clinical epidemiology study. BMC Public Health. 2004, 4: 8-10.1186/1471-2458-4-8.CrossRefPubMedPubMedCentral Fleten N, Johnsen R, Ostrem BS: Reliability of sickness certificates in detecting potential sick leave reduction by modifying working conditions: a clinical epidemiology study. BMC Public Health. 2004, 4: 8-10.1186/1471-2458-4-8.CrossRefPubMedPubMedCentral
5.
go back to reference Tellnes G, Brage S, Haland EM, Brodholt A: Hvilke symptomer og plager forer til sykmelding? ICPC-koding av pasientenes egne vurderinger i allmennpraksis. [What symptoms and complaints result in sick-listing? ICPC-coding of patients' own opinion in general practice]. Tidsskr Nor Laegeforen. 1992, 112: 1985-1988.PubMed Tellnes G, Brage S, Haland EM, Brodholt A: Hvilke symptomer og plager forer til sykmelding? ICPC-koding av pasientenes egne vurderinger i allmennpraksis. [What symptoms and complaints result in sick-listing? ICPC-coding of patients' own opinion in general practice]. Tidsskr Nor Laegeforen. 1992, 112: 1985-1988.PubMed
6.
go back to reference Hanley JA, McNeil BJ: The meaning and use of the area under a receiver operating characteristic (ROC) curve. Radiology. 1982, 143: 29-36.CrossRefPubMed Hanley JA, McNeil BJ: The meaning and use of the area under a receiver operating characteristic (ROC) curve. Radiology. 1982, 143: 29-36.CrossRefPubMed
8.
go back to reference Moons KG, Stijnen T, Michel BC, Buller HR, Van Es GA, Grobbee DE, Habbema JD: Application of treatment thresholds to diagnostic-test evaluation: an alternative to the comparison of areas under receiver operating characteristic curves. Med Decis Making. 1997, 17: 447-454.CrossRefPubMed Moons KG, Stijnen T, Michel BC, Buller HR, Van Es GA, Grobbee DE, Habbema JD: Application of treatment thresholds to diagnostic-test evaluation: an alternative to the comparison of areas under receiver operating characteristic curves. Med Decis Making. 1997, 17: 447-454.CrossRefPubMed
9.
go back to reference Altman GD: Practical statistics for medical research. 1991, Chapman and Hall, 396-409. 1 Altman GD: Practical statistics for medical research. 1991, Chapman and Hall, 396-409. 1
10.
go back to reference Fleiss JL: The Measurement of Interrater Agreement. Statistical Methods for Rates and Proportions. 1981, New York, John Wiley, 13: 212-236. 2 Fleiss JL: The Measurement of Interrater Agreement. Statistical Methods for Rates and Proportions. 1981, New York, John Wiley, 13: 212-236. 2
11.
go back to reference Brage S, Nygard JF, Tellnes G: The gender gap in musculoskeletal-related long-term sickness absence in Norway. Scand J Soc Med. 1998, 26: 34-43.PubMed Brage S, Nygard JF, Tellnes G: The gender gap in musculoskeletal-related long-term sickness absence in Norway. Scand J Soc Med. 1998, 26: 34-43.PubMed
12.
go back to reference Hensing G, Brage S, Nygard JF, Sandanger I, Tellnes G: Sickness absence with psychiatric disorders--an increased risk for marginalisation among men?. Soc Psychiatry Psychiatr Epidemiol. 2000, 35: 335-340. 10.1007/s001270050247.CrossRefPubMed Hensing G, Brage S, Nygard JF, Sandanger I, Tellnes G: Sickness absence with psychiatric disorders--an increased risk for marginalisation among men?. Soc Psychiatry Psychiatr Epidemiol. 2000, 35: 335-340. 10.1007/s001270050247.CrossRefPubMed
13.
go back to reference Sandanger I, Nygard JF, Brage S, Tellnes G: Relation between health problems and sickness absence: gender and age differences--a comparison of low-back pain, psychiatric disorders, and injuries. Scand J Public Health. 2000, 28: 244-252. 10.1080/14034940050500474.PubMed Sandanger I, Nygard JF, Brage S, Tellnes G: Relation between health problems and sickness absence: gender and age differences--a comparison of low-back pain, psychiatric disorders, and injuries. Scand J Public Health. 2000, 28: 244-252. 10.1080/14034940050500474.PubMed
14.
go back to reference Fleten N, Johnsen R, Ostrem BS: Sykmeldte tror tiltak på arbeidsplassen kan redusere sykefravær [Sick-listed patients think job adjustments might reduce sick-leaves]. Tidsskr Nor Laegeforen. 1999, 119: 3730-3734.PubMed Fleten N, Johnsen R, Ostrem BS: Sykmeldte tror tiltak på arbeidsplassen kan redusere sykefravær [Sick-listed patients think job adjustments might reduce sick-leaves]. Tidsskr Nor Laegeforen. 1999, 119: 3730-3734.PubMed
15.
go back to reference Bjorndal A: Oppfølging av langtidssykemeldte. En undersøkelse av en kohort fra Moss kommune. [Follow-up of persons on long-term sick-leave. A cohort study in the city of Moss]. Tidsskr Nor Laegeforen. 1994, 114: 2857-2862.PubMed Bjorndal A: Oppfølging av langtidssykemeldte. En undersøkelse av en kohort fra Moss kommune. [Follow-up of persons on long-term sick-leave. A cohort study in the city of Moss]. Tidsskr Nor Laegeforen. 1994, 114: 2857-2862.PubMed
16.
go back to reference Viikari-Juntura E, Takala E, Riihimaki H, Martikainen R, Jappinen P: Predictive validity of symptoms and signs in the neck and shoulders. J Clin Epidemiol. 2000, 53: 800-808. 10.1016/S0895-4356(00)00197-9.CrossRefPubMed Viikari-Juntura E, Takala E, Riihimaki H, Martikainen R, Jappinen P: Predictive validity of symptoms and signs in the neck and shoulders. J Clin Epidemiol. 2000, 53: 800-808. 10.1016/S0895-4356(00)00197-9.CrossRefPubMed
17.
go back to reference van-der-Giezen AM, Bouter LM, Nijhuis FJ: Prediction of return-to-work of low back pain patients sicklisted for 3-4 months. Pain. 2000, 87: 285-294. 10.1016/S0304-3959(00)00292-X.CrossRefPubMed van-der-Giezen AM, Bouter LM, Nijhuis FJ: Prediction of return-to-work of low back pain patients sicklisted for 3-4 months. Pain. 2000, 87: 285-294. 10.1016/S0304-3959(00)00292-X.CrossRefPubMed
18.
go back to reference Lofvander M: Attitudes towards pain and return to work in young immigrants on long- term sick leave. Scand J Prim Health Care. 1999, 17: 164-169. 10.1080/028134399750002584.CrossRefPubMed Lofvander M: Attitudes towards pain and return to work in young immigrants on long- term sick leave. Scand J Prim Health Care. 1999, 17: 164-169. 10.1080/028134399750002584.CrossRefPubMed
19.
go back to reference Aronsson G, Gustafsson K, Dallner M: Sick but yet at work. An empirical study of sickness presenteeism [In Process Citation]. J Epidemiol Community Health. 2000, 54: 502-509. 10.1136/jech.54.7.502.CrossRefPubMedPubMedCentral Aronsson G, Gustafsson K, Dallner M: Sick but yet at work. An empirical study of sickness presenteeism [In Process Citation]. J Epidemiol Community Health. 2000, 54: 502-509. 10.1136/jech.54.7.502.CrossRefPubMedPubMedCentral
20.
go back to reference Kivimaki M, Elovainio M, Vahtera J: Workplace bullying and sickness absence in hospital staff. Occup Environ Med. 2000, 57: 656-660. 10.1136/oem.57.10.656.CrossRefPubMedPubMedCentral Kivimaki M, Elovainio M, Vahtera J: Workplace bullying and sickness absence in hospital staff. Occup Environ Med. 2000, 57: 656-660. 10.1136/oem.57.10.656.CrossRefPubMedPubMedCentral
21.
go back to reference Niedhammer I, Bugel I, Goldberg M, Leclerc A, Gueguen A: Psychosocial factors at work and sickness absence in the Gazel cohort: a prospective study. Occup Environ Med. 1998, 55: 735-741.CrossRefPubMedPubMedCentral Niedhammer I, Bugel I, Goldberg M, Leclerc A, Gueguen A: Psychosocial factors at work and sickness absence in the Gazel cohort: a prospective study. Occup Environ Med. 1998, 55: 735-741.CrossRefPubMedPubMedCentral
22.
go back to reference Voss M, Floderus B, Diderichsen F: Physical, psychosocial, and organisational factors relative to sickness absence: a study based on Sweden Post. Occup Environ Med. 2001, 58: 178-184. 10.1136/oem.58.3.178.CrossRefPubMedPubMedCentral Voss M, Floderus B, Diderichsen F: Physical, psychosocial, and organisational factors relative to sickness absence: a study based on Sweden Post. Occup Environ Med. 2001, 58: 178-184. 10.1136/oem.58.3.178.CrossRefPubMedPubMedCentral
23.
go back to reference Englund L, Tibblin G, Svardsudd K: Variations in sick-listing practice among male and female physicians of different specialities based on case vignettes. Scand J Prim Health Care. 2000, 18: 48-52. 10.1080/02813430050202569.CrossRefPubMed Englund L, Tibblin G, Svardsudd K: Variations in sick-listing practice among male and female physicians of different specialities based on case vignettes. Scand J Prim Health Care. 2000, 18: 48-52. 10.1080/02813430050202569.CrossRefPubMed
24.
go back to reference Larsen BA, Forde OH, Tellnes G: Legens kontrollfunksjon ved sykmelding. [Physician's role in certification for sick leave]]. Tidsskr Nor Laegeforen. 1994, 114: 1442-1444.PubMed Larsen BA, Forde OH, Tellnes G: Legens kontrollfunksjon ved sykmelding. [Physician's role in certification for sick leave]]. Tidsskr Nor Laegeforen. 1994, 114: 1442-1444.PubMed
25.
go back to reference Mansson NO, Rastam L: Self-rated health as a predictor of disability pension and death--a prospective study of middle-aged men. Scand J Public Health. 2001, 29: 151-158. 10.1080/14034940152393426.CrossRefPubMed Mansson NO, Rastam L: Self-rated health as a predictor of disability pension and death--a prospective study of middle-aged men. Scand J Public Health. 2001, 29: 151-158. 10.1080/14034940152393426.CrossRefPubMed
26.
go back to reference Mein G, Martikainen P, Stansfeld SA, Brunner EJ, Fuhrer R, Marmot MG: Predictors of early retirement in British civil servants. Age Ageing. 2000, 29: 529-536. 10.1093/ageing/29.6.529.CrossRefPubMed Mein G, Martikainen P, Stansfeld SA, Brunner EJ, Fuhrer R, Marmot MG: Predictors of early retirement in British civil servants. Age Ageing. 2000, 29: 529-536. 10.1093/ageing/29.6.529.CrossRefPubMed
27.
go back to reference Norwegian National Insurance Administration; Planning and Research Department; Basisrapport 2000 [Basis report 2000]. 2001, Oslo Norwegian National Insurance Administration; Planning and Research Department; Basisrapport 2000 [Basis report 2000]. 2001, Oslo
28.
go back to reference Linton SJ, Boersma K: Early identification of patients at risk of developing a persistent back problem: The predictive validity of the Orebro Musculoskeletal Pain Questionnaire. Clinical Journal of Pain. 2003, 19: 80-86. 10.1097/00002508-200303000-00002.CrossRefPubMed Linton SJ, Boersma K: Early identification of patients at risk of developing a persistent back problem: The predictive validity of the Orebro Musculoskeletal Pain Questionnaire. Clinical Journal of Pain. 2003, 19: 80-86. 10.1097/00002508-200303000-00002.CrossRefPubMed
Metadata
Title
Length of sick leave – Why not ask the sick-listed? Sick-listed individuals predict their length of sick leave more accurately than professionals
Authors
Nils Fleten
Roar Johnsen
Olav Helge Førde
Publication date
01-12-2004
Publisher
BioMed Central
Published in
BMC Public Health / Issue 1/2004
Electronic ISSN: 1471-2458
DOI
https://doi.org/10.1186/1471-2458-4-46

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