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Published in: Journal of Occupational Rehabilitation 3/2018

Open Access 01-09-2018

The Work Role Functioning Questionnaire v2.0 Showed Consistent Factor Structure Across Six Working Samples

Authors: Femke I. Abma, Ute Bültmann, Benjamin C. Amick III, Iris Arends, Heleen F. Dorland, Peter A. Flach, Jac J. L. van der Klink, Hardy A. van de Ven, Jakob Bue Bjørner

Published in: Journal of Occupational Rehabilitation | Issue 3/2018

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Abstract

Objective The Work Role Functioning Questionnaire v2.0 (WRFQ) is an outcome measure linking a persons’ health to the ability to meet work demands in the twenty-first century. We aimed to examine the construct validity of the WRFQ in a heterogeneous set of working samples in the Netherlands with mixed clinical conditions and job types to evaluate the comparability of the scale structure. Methods Confirmatory factor and multi-group analyses were conducted in six cross-sectional working samples (total N = 2433) to evaluate and compare a five-factor model structure of the WRFQ (work scheduling demands, output demands, physical demands, mental and social demands, and flexibility demands). Model fit indices were calculated based on RMSEA ≤ 0.08 and CFI ≥ 0.95. After fitting the five-factor model, the multidimensional structure of the instrument was evaluated across samples using a second order factor model. Results The factor structure was robust across samples and a multi-group model had adequate fit (RMSEA = 0.63, CFI = 0.972). In sample specific analyses, minor modifications were necessary in three samples (final RMSEA 0.055–0.080, final CFI between 0.955 and 0.989). Applying the previous first order specifications, a second order factor model had adequate fit in all samples. Conclusion A five-factor model of the WRFQ showed consistent structural validity across samples. A second order factor model showed adequate fit, but the second order factor loadings varied across samples. Therefore subscale scores are recommended to compare across different clinical and working samples.
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Literature
1.
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(3):331–339.CrossRefPubMed 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(3):331–339.CrossRefPubMed
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(4):401–410.CrossRefPubMed Lerner D, Henke RM. What does research tell us about depression, job performance, and work productivity? J Occup Environ Med. 2008;50(4):401–410.CrossRefPubMed
3.
go back to reference Schultz AB, Edington DW. Employee health and presenteeism: a systematic review. J Occup Rehabil. 2007;17(3):547–579.CrossRefPubMed Schultz AB, Edington DW. Employee health and presenteeism: a systematic review. J Occup Rehabil. 2007;17(3):547–579.CrossRefPubMed
4.
go back to reference Black C. Working for a healthier tomorrow. Dame Carol Black’s review of the health of Britain’s working age population. London: The Stationery Office; 2008. Black C. Working for a healthier tomorrow. Dame Carol Black’s review of the health of Britain’s working age population. London: The Stationery Office; 2008.
5.
go back to reference de Vroome EM, Uegaki K, van der Ploeg CP, Treutlein DB, Steenbeek R, de Weerd M, et al. Burden of sickness absence due to chronic disease in the Dutch workforce from 2007 to 2011. J Occup Rehabil. 2015;25(4):675–684.CrossRefPubMed de Vroome EM, Uegaki K, van der Ploeg CP, Treutlein DB, Steenbeek R, de Weerd M, et al. Burden of sickness absence due to chronic disease in the Dutch workforce from 2007 to 2011. J Occup Rehabil. 2015;25(4):675–684.CrossRefPubMed
6.
go back to reference Collins JJ, Baase CM, Sharda CE, Ozminkowski RJ, Nicholson S, Billotti GM, et al. The assessment of chronic health conditions on work performance, absence, and total economic impact for employers. J Occup Environ Med. 2005;47(6):547–557.CrossRefPubMed Collins JJ, Baase CM, Sharda CE, Ozminkowski RJ, Nicholson S, Billotti GM, et al. The assessment of chronic health conditions on work performance, absence, and total economic impact for employers. J Occup Environ Med. 2005;47(6):547–557.CrossRefPubMed
7.
go back to reference Goetzel RZ, Long SR, Ozminkowski RJ, Hawkins K, Wang S, Lynch W. Health, absence, disability, and presenteeism cost estimates of certain physical and mental health conditions affecting U.S. employers. J Occup Environ Med. 2004;46(4):398–412.CrossRefPubMed Goetzel RZ, Long SR, Ozminkowski RJ, Hawkins K, Wang S, Lynch W. Health, absence, disability, and presenteeism cost estimates of certain physical and mental health conditions affecting U.S. employers. J Occup Environ Med. 2004;46(4):398–412.CrossRefPubMed
8.
go back to reference Weil D. The fissured workplace: why work became so bad for so many and what can be done to improve it. Cambridge: Harvard University Press; 2014.CrossRef Weil D. The fissured workplace: why work became so bad for so many and what can be done to improve it. Cambridge: Harvard University Press; 2014.CrossRef
9.
go back to reference Gregorich SE. Do self-report instruments allow meaningful comparisons across diverse population groups? testing measurement invariance using the confirmatory factor analysis framework. Med Care. 2006;44(3):S78–S94.CrossRefPubMedPubMedCentral Gregorich SE. Do self-report instruments allow meaningful comparisons across diverse population groups? testing measurement invariance using the confirmatory factor analysis framework. Med Care. 2006;44(3):S78–S94.CrossRefPubMedPubMedCentral
10.
go back to reference Choi B, Bjørner JB, Ostergren PO, Clays E, Houtman I, Punnett L, et al. Cross-language differential item functioning of the job content questionnaire among European countries: the JACE study. Int J Behav Med. 2009;16(2):136–147.CrossRefPubMedPubMedCentral Choi B, Bjørner JB, Ostergren PO, Clays E, Houtman I, Punnett L, et al. Cross-language differential item functioning of the job content questionnaire among European countries: the JACE study. Int J Behav Med. 2009;16(2):136–147.CrossRefPubMedPubMedCentral
11.
go back to reference Karasek R, Brisson C, Kawakami N, Houtman I, Bongers P, Amick B. The job content questionnaire (JCQ): an instrument for internationally comparative assessments of psychosocial job characteristics. J Occup Health Psychol. 1998;3(4):322–355.CrossRefPubMed Karasek R, Brisson C, Kawakami N, Houtman I, Bongers P, Amick B. The job content questionnaire (JCQ): an instrument for internationally comparative assessments of psychosocial job characteristics. J Occup Health Psychol. 1998;3(4):322–355.CrossRefPubMed
12.
go back to reference Choi B, Kurowski A, Bond M, Baker D, Clays E, De Bacquer D, et al. Occupation-differential construct validity of the job content questionnaire (JCQ) psychological job demands scale with physical job demands items: a mixed methods research. Ergonomics. 2012;55(4):425–439.CrossRefPubMed Choi B, Kurowski A, Bond M, Baker D, Clays E, De Bacquer D, et al. Occupation-differential construct validity of the job content questionnaire (JCQ) psychological job demands scale with physical job demands items: a mixed methods research. Ergonomics. 2012;55(4):425–439.CrossRefPubMed
13.
go back to reference Ware JE Jr, Kosinski M, Gandek B, Aaronson NK, Apolone G, Bech P, et al. The factor structure of the SF-36 health survey in 10 countries: results from the IQOLA project. International quality of life assessment. J Clin Epidemiol. 1998;51(11):1159–1165.CrossRefPubMed Ware JE Jr, Kosinski M, Gandek B, Aaronson NK, Apolone G, Bech P, et al. The factor structure of the SF-36 health survey in 10 countries: results from the IQOLA project. International quality of life assessment. J Clin Epidemiol. 1998;51(11):1159–1165.CrossRefPubMed
14.
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. 2013;23(1):135–147.CrossRefPubMed 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. 2013;23(1):135–147.CrossRefPubMed
15.
go back to reference Gallasch CH, Alexandre NMC, Amick B. Cross-cultural adaptation, reliability, and validity of the work role functioning questionnaire to Brazilian Portuguese. J Occup Rehabil. 2007;17(4):701–711.CrossRefPubMed Gallasch CH, Alexandre NMC, Amick B. Cross-cultural adaptation, reliability, and validity of the work role functioning questionnaire to Brazilian Portuguese. J Occup Rehabil. 2007;17(4):701–711.CrossRefPubMed
16.
go back to reference Durand MJ, Vachon B, Hong QN, Imbeau D, Amick BC III, Loisel P. The cross-cultural adaptation of the work role functioning questionnaire in Canadian French. Int J Rehabil Res. 2004;27(4):261–268.CrossRefPubMed Durand MJ, Vachon B, Hong QN, Imbeau D, Amick BC III, Loisel P. The cross-cultural adaptation of the work role functioning questionnaire in Canadian French. Int J Rehabil Res. 2004;27(4):261–268.CrossRefPubMed
17.
go back to reference Souza AC, Alexandre NM. Musculoskeletal symptoms, work ability, and disability among nursing personnel. Workplace Health Saf. 2012;60(8):353–360.CrossRefPubMed Souza AC, Alexandre NM. Musculoskeletal symptoms, work ability, and disability among nursing personnel. Workplace Health Saf. 2012;60(8):353–360.CrossRefPubMed
18.
go back to reference Ramada JM, Serra C, Amick BC III, Castano JR, Delclos GL. Cross-cultural adaptation of the work role functioning questionnaire to Spanish spoken in Spain. J Occup Rehabil. 2013;23(4):566–575.CrossRefPubMed Ramada JM, Serra C, Amick BC III, Castano JR, Delclos GL. Cross-cultural adaptation of the work role functioning questionnaire to Spanish spoken in Spain. J Occup Rehabil. 2013;23(4):566–575.CrossRefPubMed
19.
20.
go back to reference Ramada JM, Delclos GL, Amick BC III, Abma FI, Pidemunt G, Castano JR, et al. Responsiveness of the work role functioning questionnaire (Spanish version) in a general working population. J Occup Environ Med. 2014;56(2):189–194.CrossRefPubMed Ramada JM, Delclos GL, Amick BC III, Abma FI, Pidemunt G, Castano JR, et al. Responsiveness of the work role functioning questionnaire (Spanish version) in a general working population. J Occup Environ Med. 2014;56(2):189–194.CrossRefPubMed
21.
go back to reference Ubalde-Lopez M, Arends I, Almansa J, Delclos GL, Gimeno D, Bultmann U. Beyond return to work: the effect of multimorbidity on work functioning trajectories after sick leave due to common mental disorders. J Occup Rehabil. 2017;27(2):210–217. doi:10.1007/s10926-016-9647-0.CrossRefPubMed Ubalde-Lopez M, Arends I, Almansa J, Delclos GL, Gimeno D, Bultmann U. Beyond return to work: the effect of multimorbidity on work functioning trajectories after sick leave due to common mental disorders. J Occup Rehabil. 2017;27(2):210–217. doi:10.​1007/​s10926-016-9647-0.CrossRefPubMed
22.
go back to reference Gimeno D, Amick BC III, Habeck RV, Ossmann J, Katz JN. The role of job strain on return to work after carpal tunnel surgery. Occup Environ Med. 2005;62(11):778–785.CrossRefPubMedPubMedCentral Gimeno D, Amick BC III, Habeck RV, Ossmann J, Katz JN. The role of job strain on return to work after carpal tunnel surgery. Occup Environ Med. 2005;62(11):778–785.CrossRefPubMedPubMedCentral
23.
go back to reference Dorland HF, Abma FI, Roelen CA, Smink A, Feuerstein M, Amick BC, et al. The cognitive symptom checklist-work in cancer patients is related with work functioning, fatigue and depressive symptoms: a validation study. J Cancer Surviv. 2016;10(3):545–552.CrossRefPubMed Dorland HF, Abma FI, Roelen CA, Smink A, Feuerstein M, Amick BC, et al. The cognitive symptom checklist-work in cancer patients is related with work functioning, fatigue and depressive symptoms: a validation study. J Cancer Surviv. 2016;10(3):545–552.CrossRefPubMed
24.
go back to reference Dorland HF, Abma FI, Roelen CA, Stewart RE, Amick BC III, Ranchor AV, et al. Work functioning trajectories in cancer patients: results from the longitudinal work life after cancer (WOLICA) study. Int J Cancer. 2017;141(9):1751–1762. doi:10.1002/ijc.30876.CrossRefPubMed Dorland HF, Abma FI, Roelen CA, Stewart RE, Amick BC III, Ranchor AV, et al. Work functioning trajectories in cancer patients: results from the longitudinal work life after cancer (WOLICA) study. Int J Cancer. 2017;141(9):1751–1762. doi:10.​1002/​ijc.​30876.CrossRefPubMed
25.
go back to reference Arends I, van der Klink JJ, van Rhenen W, de Boer MR, Bultmann U. Prevention of recurrent sickness absence in workers with common mental disorders: results of a cluster-randomised controlled trial. Occup Environ Med. 2014;71(1):21–29.CrossRefPubMed Arends I, van der Klink JJ, van Rhenen W, de Boer MR, Bultmann U. Prevention of recurrent sickness absence in workers with common mental disorders: results of a cluster-randomised controlled trial. Occup Environ Med. 2014;71(1):21–29.CrossRefPubMed
26.
go back to reference van de Ven HA, Brouwer S, Koolhaas W, Goudswaard A, de Looze MP, Kecklund G, et al. Associations between shift schedule characteristics with sleep, need for recovery, health and performance measures for regular (semi-)continuous 3-shift systems. Appl Ergon. 2016;56:203–212. doi:10.1016/j.apergo.2016.04.004.CrossRefPubMed van de Ven HA, Brouwer S, Koolhaas W, Goudswaard A, de Looze MP, Kecklund G, et al. Associations between shift schedule characteristics with sleep, need for recovery, health and performance measures for regular (semi-)continuous 3-shift systems. Appl Ergon. 2016;56:203–212. doi:10.​1016/​j.​apergo.​2016.​04.​004.CrossRefPubMed
27.
go back to reference van de Ven HA, Bultmann U, de Looze MP, Koolhaas W, Kantermann T, Brouwer S, et al. Need for recovery among male technical distal on-call workers. Ergonomics. 2015;58(12):1927–1938.CrossRefPubMed van de Ven HA, Bultmann U, de Looze MP, Koolhaas W, Kantermann T, Brouwer S, et al. Need for recovery among male technical distal on-call workers. Ergonomics. 2015;58(12):1927–1938.CrossRefPubMed
28.
go back to reference Flach PA. Sick leave management beyond return to work. Dissertation, Groningen: University of Groningen; 2014. 144 p. Flach PA. Sick leave management beyond return to work. Dissertation, Groningen: University of Groningen; 2014. 144 p.
29.
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(3):220–233.CrossRefPubMed 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(3):220–233.CrossRefPubMed
30.
go back to reference Amick BC III, Lerner D, Rogers WH, Rooney T, Katz JN. A review of health-related work outcome measures and their uses, and recommended measures. Spine. 2000;25(24):3152–3160.CrossRefPubMed Amick BC III, Lerner D, Rogers WH, Rooney T, Katz JN. A review of health-related work outcome measures and their uses, and recommended measures. Spine. 2000;25(24):3152–3160.CrossRefPubMed
31.
go back to reference Muthen BO, Muthen L. Mplus user’s guide. 7th ed. Los Angeles: Muthén & Muthén; 1998–2015. Muthen BO, Muthen L. Mplus user’s guide. 7th ed. Los Angeles: Muthén & Muthén; 1998–2015.
32.
go back to reference Hu L, Bentler PM. Cutoff criteria for fit indexes in covariance structure analysis: conventional criteria versus new alternatives. Struct Equ Model. 1999;6(1):1–55.CrossRef Hu L, Bentler PM. Cutoff criteria for fit indexes in covariance structure analysis: conventional criteria versus new alternatives. Struct Equ Model. 1999;6(1):1–55.CrossRef
33.
go back to reference Lerner D, Amick BC III, Rogers WH, Malspeis S, Bungay K, Cynn D. The work limitations questionnaire. Med Care. 2001;39(1):72–85.CrossRefPubMed Lerner D, Amick BC III, Rogers WH, Malspeis S, Bungay K, Cynn D. The work limitations questionnaire. Med Care. 2001;39(1):72–85.CrossRefPubMed
34.
go back to reference Tang K, Beaton DE, Amick BC III, Hogg-Johnson S, Cote P, Loisel P. Confirmatory factor analysis of the work limitations questionnaire (WLQ-25) in workers’ compensation claimants with chronic upper-limb disorders. J Occup Rehabil. 2013;23(2):228–238.CrossRefPubMed Tang K, Beaton DE, Amick BC III, Hogg-Johnson S, Cote P, Loisel P. Confirmatory factor analysis of the work limitations questionnaire (WLQ-25) in workers’ compensation claimants with chronic upper-limb disorders. J Occup Rehabil. 2013;23(2):228–238.CrossRefPubMed
Metadata
Title
The Work Role Functioning Questionnaire v2.0 Showed Consistent Factor Structure Across Six Working Samples
Authors
Femke I. Abma
Ute Bültmann
Benjamin C. Amick III
Iris Arends
Heleen F. Dorland
Peter A. Flach
Jac J. L. van der Klink
Hardy A. van de Ven
Jakob Bue Bjørner
Publication date
01-09-2018
Publisher
Springer US
Published in
Journal of Occupational Rehabilitation / Issue 3/2018
Print ISSN: 1053-0487
Electronic ISSN: 1573-3688
DOI
https://doi.org/10.1007/s10926-017-9722-1

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