Skip to main content
Top
Published in: International Archives of Occupational and Environmental Health 2/2016

01-02-2016 | Original Article

The healthy worker effect: Do health problems predict participation rates in, and the results of, a follow-up survey?

Authors: Morten Birkeland Nielsen, Stein Knardahl

Published in: International Archives of Occupational and Environmental Health | Issue 2/2016

Login to get access

Abstract

Purpose

To determine the impact of the healthy worker effect (HWE) as a bias for the external and internal validity of the follow-up assessment in prospective survey research. Specifically, the study examined (1) whether the health status of respondents at the baseline measurement influenced response at the follow-up survey (external validity) and (2) whether HWE is a threat to internal validity by differential attrition, i.e., whether associations between work and health at baseline differ between stayers and dropouts.

Methods

In a two-wave questionnaire survey with a 2-year time lag comprising 6283 persons, 4392 responded at both time points (response rate 70 %). Mental distress and somatic symptoms served as indicators of health. Role conflict and role clarity were indicators of work factors.

Results

There were few differences in response rate at follow-up between persons with and without health complaints at the baseline measurement. As response rate increased incrementally with educational level, there seems to be a socio-educational bias, rather than a HWE bias on survey participation. Baseline relationships between work factors and health indicators were equal in magnitude among stayers and dropouts.

Conclusion

The health status of participants at baseline seems to have little impact on the external and internal validity of the follow-up assessment in prospective survey research. Hence, the findings provide little support to the HWE as a potential bias in prospective studies within occupational health research. A limitation of the study is that the findings do not inform about the impact of the HWE on participation in the baseline assessment.
Literature
go back to reference Baruch Y, Holtom BC (2008) Survey response rate levels and trends in organizational research. Hum Relat 61(8):1139–1160CrossRef Baruch Y, Holtom BC (2008) Survey response rate levels and trends in organizational research. Hum Relat 61(8):1139–1160CrossRef
go back to reference Bentler PM, Chou CP (1987) Practical issues in structural modeling. Sociol Methods Res 16(1):78–117CrossRef Bentler PM, Chou CP (1987) Practical issues in structural modeling. Sociol Methods Res 16(1):78–117CrossRef
go back to reference Christensen JO, Knardahl S (2014) Time-course of occupational psychological and social factors as predictors of new-onset and persistent neck pain: a three-wave prospective study over 4 years. Pain 155(7):1262–1271. doi:10.1016/j.pain.2014.03.021 CrossRef Christensen JO, Knardahl S (2014) Time-course of occupational psychological and social factors as predictors of new-onset and persistent neck pain: a three-wave prospective study over 4 years. Pain 155(7):1262–1271. doi:10.​1016/​j.​pain.​2014.​03.​021 CrossRef
go back to reference Dallner M et al (2000) Validation of the General Nordic Questionnaire (QPSNordic) for psychological and social factors at work. Nordic Council of Ministers, Copenhagen Dallner M et al (2000) Validation of the General Nordic Questionnaire (QPSNordic) for psychological and social factors at work. Nordic Council of Ministers, Copenhagen
go back to reference Derogatis LR, Lipman RS, Rickels K, Uhlenhuth EH, Covi L (1974) The Hopkins Symptom Checklist (HSCL): a self report symptom inventory. Behav Sci 19(1):1–15CrossRef Derogatis LR, Lipman RS, Rickels K, Uhlenhuth EH, Covi L (1974) The Hopkins Symptom Checklist (HSCL): a self report symptom inventory. Behav Sci 19(1):1–15CrossRef
go back to reference Ford MT, Matthews RA, Wooldridge JD, Mishra V, Kakar UM, Strahan SR (2014) How do occupational stressor-strain effects vary with time? A review and meta-analysis of the relevance of time lags in longitudinal studies. Work Stress 28(1):9–30CrossRef Ford MT, Matthews RA, Wooldridge JD, Mishra V, Kakar UM, Strahan SR (2014) How do occupational stressor-strain effects vary with time? A review and meta-analysis of the relevance of time lags in longitudinal studies. Work Stress 28(1):9–30CrossRef
go back to reference IBM Corp. Released (2013) IBM SPSS statistics for windows, version 22.0. IBM Corp, Armonk, NY IBM Corp. Released (2013) IBM SPSS statistics for windows, version 22.0. IBM Corp, Armonk, NY
go back to reference Ilies R, Hauserman N, Schwochau S, Stibal J (2003) Reported incidence rates of work-related sexual harassment in the United States: using meta-analysis to explain reported rate disparities. Pers Psychol 56:607–631CrossRef Ilies R, Hauserman N, Schwochau S, Stibal J (2003) Reported incidence rates of work-related sexual harassment in the United States: using meta-analysis to explain reported rate disparities. Pers Psychol 56:607–631CrossRef
go back to reference Li CY, Sung FC (1999) A review of the healthy worker effect in occupational epidemiology. Occup Med (Lond) 49(4):225–229CrossRef Li CY, Sung FC (1999) A review of the healthy worker effect in occupational epidemiology. Occup Med (Lond) 49(4):225–229CrossRef
go back to reference McMichael AJ (1976) Standardized mortality ratios and the “healthy worker effect”: scratching beneath the surface. J Occup Med 18(3):165–168CrossRef McMichael AJ (1976) Standardized mortality ratios and the “healthy worker effect”: scratching beneath the surface. J Occup Med 18(3):165–168CrossRef
go back to reference Nettelbladt P, Hansson L, Stefansson C-G, Borgquist L, Nordström G (1993) Test characteristics of the Hopkins Symptom Check List-25 (HSCL-25) in Sweden, using the Present State Examination (PSE-9) as a caseness criterion. Soc Psychiatry Psychiatr Epidemiol 28:130–133CrossRef Nettelbladt P, Hansson L, Stefansson C-G, Borgquist L, Nordström G (1993) Test characteristics of the Hopkins Symptom Check List-25 (HSCL-25) in Sweden, using the Present State Examination (PSE-9) as a caseness criterion. Soc Psychiatry Psychiatr Epidemiol 28:130–133CrossRef
go back to reference Nielsen MB, Einarsen S (2008) Sampling in research on interpersonal aggression. Aggress Behav 34(3):265–272CrossRef Nielsen MB, Einarsen S (2008) Sampling in research on interpersonal aggression. Aggress Behav 34(3):265–272CrossRef
go back to reference Nielsen MB, Einarsen S (2012) Outcomes of workplace bullying: a meta-analytic review. Work Stress 26(4):309–332CrossRef Nielsen MB, Einarsen S (2012) Outcomes of workplace bullying: a meta-analytic review. Work Stress 26(4):309–332CrossRef
go back to reference Nielsen MB, Knardahl S (2014) Coping strategies: a prospective study of patterns, stability, and relationships with psychological distress. Scand J Psychol 55(2):142–150CrossRef Nielsen MB, Knardahl S (2014) Coping strategies: a prospective study of patterns, stability, and relationships with psychological distress. Scand J Psychol 55(2):142–150CrossRef
go back to reference Powell DA et al (1990) Some determinants of attrition in prospective studies on aging. Exp Aging Res 16(1–2):17–24CrossRef Powell DA et al (1990) Some determinants of attrition in prospective studies on aging. Exp Aging Res 16(1–2):17–24CrossRef
go back to reference Sonne-Holm S, Sorensen TI, Jensen G, Schnohr P (1989) Influence of fatness, intelligence, education and sociodemographic factors on response rate in a health survey. J Epidemiol Community Health 43(4):369–374CrossRef Sonne-Holm S, Sorensen TI, Jensen G, Schnohr P (1989) Influence of fatness, intelligence, education and sociodemographic factors on response rate in a health survey. J Epidemiol Community Health 43(4):369–374CrossRef
go back to reference Steingrimsdottir OA, Vollestad NK, Roe C, Knardahl S (2004) Variation in reporting of pain and other subjective health complaints in a working population and limitations of single sample measurements. Pain 110(1–2):130–139. doi:10.1016/j.pain.2004.03.016 CrossRef Steingrimsdottir OA, Vollestad NK, Roe C, Knardahl S (2004) Variation in reporting of pain and other subjective health complaints in a working population and limitations of single sample measurements. Pain 110(1–2):130–139. doi:10.​1016/​j.​pain.​2004.​03.​016 CrossRef
go back to reference Thygesen LC, Hvidtfeldt UA, Mikkelsen S, Bronnum-Hansen H (2011) Quantification of the healthy worker effect: a nationwide cohort study among electricians in Denmark. BMC Public Health 11:571. doi:10.1186/1471-2458-11-571 CrossRef Thygesen LC, Hvidtfeldt UA, Mikkelsen S, Bronnum-Hansen H (2011) Quantification of the healthy worker effect: a nationwide cohort study among electricians in Denmark. BMC Public Health 11:571. doi:10.​1186/​1471-2458-11-571 CrossRef
Metadata
Title
The healthy worker effect: Do health problems predict participation rates in, and the results of, a follow-up survey?
Authors
Morten Birkeland Nielsen
Stein Knardahl
Publication date
01-02-2016
Publisher
Springer Berlin Heidelberg
Published in
International Archives of Occupational and Environmental Health / Issue 2/2016
Print ISSN: 0340-0131
Electronic ISSN: 1432-1246
DOI
https://doi.org/10.1007/s00420-015-1066-6

Other articles of this Issue 2/2016

International Archives of Occupational and Environmental Health 2/2016 Go to the issue