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Published in: Journal of Occupational Rehabilitation 2/2013

01-06-2013

Prognostic Factors for Successful Work Functioning in the General Working Population

Authors: Femke I. Abma, Benjamin C. Amick III, Jac J. L. van der Klink, Ute Bültmann

Published in: Journal of Occupational Rehabilitation | Issue 2/2013

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Abstract

Purpose To help workers to stay at work in a healthy productive and sustainable way and for the development of interventions to improve work functioning, it is important to have insight in prognostic factors for successful work functioning. The aim of this study is to identify prognostic factors for successful work functioning in a general working population. Methods A longitudinal study (3 months follow-up) was conducted among the working population (N = 98). Work functioning was assessed with the Work Role Functioning Questionnaire 2.0 (WRFQ). The total score was categorized as follows: 0–90; >90 ≤95; and >95–100 (defined as ‘successful work functioning’). Ordinal logistic regression analyses were performed to examine bivariate relationships between potential prognostic factors and the dependent variable (successful work functioning) to identify potential prognostic factors for the multivariate models (p < 0.10). A stepwise approach was used to introduce the variables in the multiple ordinal regression analyses. Results Baseline work functioning and work ability were significant prognostic factors for successful work functioning at 3 months follow-up. No prospective associations were identified for psychological job demands and supervisor social support with successful work functioning. Conclusion To our knowledge this is the first longitudinal study to identify prognostic factors for successful work functioning in the general working population. High work ability is predictive for future successful work functioning, independent of baseline work functioning.
Literature
1.
go back to reference Jagger C, Gillies C, Moscone F, Cambois E, Van OH, Nusselder W, et al. Inequalities in healthy life years in the 25 countries of the European Union in 2005: a cross-national meta-regression analysis. Lancet. 2008;372:2124–31.PubMedCrossRef Jagger C, Gillies C, Moscone F, Cambois E, Van OH, Nusselder W, et al. Inequalities in healthy life years in the 25 countries of the European Union in 2005: a cross-national meta-regression analysis. Lancet. 2008;372:2124–31.PubMedCrossRef
2.
go back to reference Lerner D, Henke RM. What does research tell us about depression, job performance, and work productivity? J Occup Environ Med. 2008;50:401–10.PubMedCrossRef Lerner D, Henke RM. What does research tell us about depression, job performance, and work productivity? J Occup Environ Med. 2008;50:401–10.PubMedCrossRef
3.
go back to reference Erickson SR, Guthrie S, Vanetten-Lee M, Himle J, Hoffman J, Santos SF, et al. Severity of anxiety and work-related outcomes of patients with anxiety disorders. Depress Anxiety. 2009;26:1165–71.PubMedCrossRef Erickson SR, Guthrie S, Vanetten-Lee M, Himle J, Hoffman J, Santos SF, et al. Severity of anxiety and work-related outcomes of patients with anxiety disorders. Depress Anxiety. 2009;26:1165–71.PubMedCrossRef
4.
go back to reference van den Heuvel SG, Geuskens GA, Hooftman WE, Koppes LL, van den Bossche SN. Productivity loss at work; health-related and work-related factors. J Occup Rehabil. 2010;20:331–9.PubMedCrossRef van den Heuvel SG, Geuskens GA, Hooftman WE, Koppes LL, van den Bossche SN. Productivity loss at work; health-related and work-related factors. J Occup Rehabil. 2010;20:331–9.PubMedCrossRef
5.
go back to reference Amick BC, III, Gimeno D. Measuring work outcomes with a focus on health-related work productivity loss. In: Wittink H, Carr D, editors. Pain management: evidence, outcomes, and quality of life: a sourcebook. Amsterdam: Elsevier; 2008. p. 329–43. Amick BC, III, Gimeno D. Measuring work outcomes with a focus on health-related work productivity loss. In: Wittink H, Carr D, editors. Pain management: evidence, outcomes, and quality of life: a sourcebook. Amsterdam: Elsevier; 2008. p. 329–43.
6.
go back to reference Abma FI, van der Klink JJ, Bultmann U. The Work Role Functioning Questionnaire 2.0 (Dutch Version): examination of its reliability, validity and responsiveness in the general working population. J Occup Rehabil. 2012. Abma FI, van der Klink JJ, Bultmann U. The Work Role Functioning Questionnaire 2.0 (Dutch Version): examination of its reliability, validity and responsiveness in the general working population. J Occup Rehabil. 2012.
7.
go back to reference Wynne-Jones G, Buck R, Varnava A, Phillips CJ, Main CJ. Impacts on work performance; what matters 6 months on?. Occup Med (Lond) 2011; 61:205–8. Wynne-Jones G, Buck R, Varnava A, Phillips CJ, Main CJ. Impacts on work performance; what matters 6 months on?. Occup Med (Lond) 2011; 61:205–8.
8.
go back to reference Amick BC III, Habeck RV, Ossmann J, Fossel AH, Keller R, Katz JN. Predictors of successful work role functioning after carpal tunnel release surgery. J Occup Environ Med. 2004;46:490–500.PubMedCrossRef Amick BC III, Habeck RV, Ossmann J, Fossel AH, Keller R, Katz JN. Predictors of successful work role functioning after carpal tunnel release surgery. J Occup Environ Med. 2004;46:490–500.PubMedCrossRef
9.
go back to reference Lerner D, Adler DA, Rogers WH, Chang H, Lapitsky L, McLaughlin T, et al. Work performance of employees with depression: the impact of work stressors. Am J Health Promot. 2010;24:205–13.PubMedCrossRef Lerner D, Adler DA, Rogers WH, Chang H, Lapitsky L, McLaughlin T, et al. Work performance of employees with depression: the impact of work stressors. Am J Health Promot. 2010;24:205–13.PubMedCrossRef
10.
go back to reference VSNU. Gedragscode voor gebruik van persoonsgegevens in wetenschappelijk onderzoek (Code of Behavior for using Personal Data in Scientific Research). Available at the website of the Association of Universities in the Netherlands: www.vsnu.nl, 2005. VSNU. Gedragscode voor gebruik van persoonsgegevens in wetenschappelijk onderzoek (Code of Behavior for using Personal Data in Scientific Research). Available at the website of the Association of Universities in the Netherlands: www.​vsnu.​nl, 2005.
11.
go back to reference Abma FI, Amick BC, 3rd, Brouwer S, van der Klink JJL, Bültmann U. The cross-cultural adaptation of the Work Role Functioning Questionnaire to Dutch. Work J Prev Assess Rehabil 2012; 43:203–10. Abma FI, Amick BC, 3rd, Brouwer S, van der Klink JJL, Bültmann U. The cross-cultural adaptation of the Work Role Functioning Questionnaire to Dutch. Work J Prev Assess Rehabil 2012; 43:203–10.
12.
go back to reference Ware J Jr, Kosinski M, Keller SD. A 12-Item Short-Form Health Survey: construction of scales and preliminary tests of reliability and validity. Med Care. 1996;34:220–33.PubMedCrossRef Ware J Jr, Kosinski M, Keller SD. A 12-Item Short-Form Health Survey: construction of scales and preliminary tests of reliability and validity. Med Care. 1996;34:220–33.PubMedCrossRef
13.
go back to reference Ware JE, Kosinski M, Turner-Bowker DM, Gandek B. How to score version 2 of the SF-12 Health Survey. Lincoln: QualityMetric Incorporated; 2002. Ware JE, Kosinski M, Turner-Bowker DM, Gandek B. How to score version 2 of the SF-12 Health Survey. Lincoln: QualityMetric Incorporated; 2002.
14.
go back to reference Vercoulen JH, Swanink CM, Fennis JF, Galama JM, van der Meer JW, Bleijenberg G. Dimensional assessment of chronic fatigue syndrome. J Psychosom Res. 1994;38:383–92.PubMedCrossRef Vercoulen JH, Swanink CM, Fennis JF, Galama JM, van der Meer JW, Bleijenberg G. Dimensional assessment of chronic fatigue syndrome. J Psychosom Res. 1994;38:383–92.PubMedCrossRef
15.
go back to reference Beurskens AJ, Bultmann U, Kant I, Vercoulen JH, Bleijenberg G, Swaen GM. Fatigue among working people: validity of a questionnaire measure. Occup Environ Med. 2000;57:353–7.PubMedCrossRef Beurskens AJ, Bultmann U, Kant I, Vercoulen JH, Bleijenberg G, Swaen GM. Fatigue among working people: validity of a questionnaire measure. Occup Environ Med. 2000;57:353–7.PubMedCrossRef
16.
go back to reference Vercoulen JH, Alberts M, Blijenberg G. De Checklist Individual Strength (CIS). Gedragstherapie. 1999;32:131–6. Vercoulen JH, Alberts M, Blijenberg G. De Checklist Individual Strength (CIS). Gedragstherapie. 1999;32:131–6.
17.
go back to reference Huibers MJ, Kant IJ, Knottnerus JA, Bleijenberg G, Swaen GM, Kasl SV. Development of the chronic fatigue syndrome in severely fatigued employees: predictors of outcome in the Maastricht cohort study. J Epidemiol Community Health. 2004;58:877–82.PubMedCrossRef Huibers MJ, Kant IJ, Knottnerus JA, Bleijenberg G, Swaen GM, Kasl SV. Development of the chronic fatigue syndrome in severely fatigued employees: predictors of outcome in the Maastricht cohort study. J Epidemiol Community Health. 2004;58:877–82.PubMedCrossRef
18.
go back to reference Karasek RA. Job Content Questionnaire and Users’s Guide. Los Angeles: University of Southern California, Department of Industrial and Systems Engineering, 1985. Karasek RA. Job Content Questionnaire and Users’s Guide. Los Angeles: University of Southern California, Department of Industrial and Systems Engineering, 1985.
19.
go back to reference Karasek RA. Job demands, job decision latitude, and mental strain: implications for job redesign. Adm Sci Q. 1979;24:285–309.CrossRef Karasek RA. Job demands, job decision latitude, and mental strain: implications for job redesign. Adm Sci Q. 1979;24:285–309.CrossRef
20.
go back to reference Reliability and validity of the Dutch version of the Karasek Job Content Questionnaire. Washington, DC: APA/NIOSH Conference on Work, Stress and Health; 1995. Reliability and validity of the Dutch version of the Karasek Job Content Questionnaire. Washington, DC: APA/NIOSH Conference on Work, Stress and Health; 1995.
21.
go back to reference Schaufeli WB, Bakker AB, Salanova M. The measurement of work engagement with a short questionnaire: a cross-national study. Educ Psychol Meas. 2006;66:701–16.CrossRef Schaufeli WB, Bakker AB, Salanova M. The measurement of work engagement with a short questionnaire: a cross-national study. Educ Psychol Meas. 2006;66:701–16.CrossRef
23.
go back to reference Tuomi K, Ilmarinen J, Jahkola A, Katajarinne L, Tulkki A. Work ability index. In: Rautoja S, Pietiläinen R, editors. Finland: K-Print Oy Vantaa, Finnish Institue of Occupational Health; 1998. Tuomi K, Ilmarinen J, Jahkola A, Katajarinne L, Tulkki A. Work ability index. In: Rautoja S, Pietiläinen R, editors. Finland: K-Print Oy Vantaa, Finnish Institue of Occupational Health; 1998.
24.
go back to reference Ahlstrom L, Grimby-Ekman A, Hagberg M, Dellve L. The work ability index and single-item question: associations with sick leave, symptoms, and health—a prospective study of women on long-term sick leave. Scand J Work Environ Health. 2010;36:404–12.PubMedCrossRef Ahlstrom L, Grimby-Ekman A, Hagberg M, Dellve L. The work ability index and single-item question: associations with sick leave, symptoms, and health—a prospective study of women on long-term sick leave. Scand J Work Environ Health. 2010;36:404–12.PubMedCrossRef
26.
go back to reference Hansen JA, Feuerstein M, Calvio LC, Olsen CH. Breast cancer survivors at work. J Occup Environ Med. 2008;50:777–84.PubMedCrossRef Hansen JA, Feuerstein M, Calvio LC, Olsen CH. Breast cancer survivors at work. J Occup Environ Med. 2008;50:777–84.PubMedCrossRef
27.
go back to reference Munir F, Jones D, Leka S, Griffiths A. Work limitations and employer adjustments for employees with chronic illness. Int J Rehabil Res. 2005;28:111–7.PubMedCrossRef Munir F, Jones D, Leka S, Griffiths A. Work limitations and employer adjustments for employees with chronic illness. Int J Rehabil Res. 2005;28:111–7.PubMedCrossRef
28.
go back to reference Lammers J. Categorische data analyse met SPSS: inleiding in loglineaire analysetechnieken. Assen: Koninklijke Van Gorcum; 2007. Lammers J. Categorische data analyse met SPSS: inleiding in loglineaire analysetechnieken. Assen: Koninklijke Van Gorcum; 2007.
29.
go back to reference Amick B, Kasl S. Work stress. In: McDonald C, editor. Epidemiology of work related diseases. London: BMJ Publishing Group; 2000. p. 283–308.CrossRef Amick B, Kasl S. Work stress. In: McDonald C, editor. Epidemiology of work related diseases. London: BMJ Publishing Group; 2000. p. 283–308.CrossRef
30.
go back to reference Lerner D, Reed JI, Massarotti E, Wester LM, Burke TA. The Work Limitations Questionnaire’s validity and reliability among patients with osteoarthritis. J Clin Epidemiol. 2002;55:197–208.PubMedCrossRef Lerner D, Reed JI, Massarotti E, Wester LM, Burke TA. The Work Limitations Questionnaire’s validity and reliability among patients with osteoarthritis. J Clin Epidemiol. 2002;55:197–208.PubMedCrossRef
31.
go back to reference Dwyer CA. Cut scores and testing: statistics, judgment, truth, and error. Psychol Assess. 1996;8:360–2.CrossRef Dwyer CA. Cut scores and testing: statistics, judgment, truth, and error. Psychol Assess. 1996;8:360–2.CrossRef
32.
go back to reference MacCallum RC, Zhang S, Preacher KJ, Rucker DD. On the practice of dichotomization of quantitative variables. Psychol Methods. 2002;7:19–40.PubMedCrossRef MacCallum RC, Zhang S, Preacher KJ, Rucker DD. On the practice of dichotomization of quantitative variables. Psychol Methods. 2002;7:19–40.PubMedCrossRef
Metadata
Title
Prognostic Factors for Successful Work Functioning in the General Working Population
Authors
Femke I. Abma
Benjamin C. Amick III
Jac J. L. van der Klink
Ute Bültmann
Publication date
01-06-2013
Publisher
Springer US
Published in
Journal of Occupational Rehabilitation / Issue 2/2013
Print ISSN: 1053-0487
Electronic ISSN: 1573-3688
DOI
https://doi.org/10.1007/s10926-012-9410-0

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