Skip to main content
Top
Published in: BMC Public Health 1/2015

Open Access 01-12-2015 | Research article

Effectiveness of a problem-solving based intervention to prolong the working life of ageing workers

Authors: Wendy Koolhaas, Johan W Groothoff, Michiel R de Boer, Jac JL van der Klink, Sandra Brouwer

Published in: BMC Public Health | Issue 1/2015

Login to get access

Abstract

Background

An ageing workforce combined with increasing health problems in ageing workers implies the importance of evidence-based interventions to enhance sustainable employability. The aim of this study is to evaluate the effectiveness of the ‘Staying healthy at work’ problem-solving based intervention compared to business as usual.

Methods

This study was designed as a quasi-experimental trial with a one-year follow-up. Measurements were performed at baseline, three and twelve months. The problem-solving based intervention provides a strategy for increasing the awareness of ageing workers of their role and responsibility in living sustainable, healthy working lives. The primary outcomes were work ability, vitality and productivity. Secondary outcomes were perceived fatigue, psychosocial work characteristics, work attitude, self-efficacy and work engagement.

Results

Analyses were performed on the 64 workers in the intervention and 61 workers from the business as usual group. No effects on productivity (OR = 0.83, 95% CI 0.23-3.00) and adverse effects on work ability (B = −1.33, 95% CI −2.45 to −0.20) and vitality (OR = 0.10, 95% CI 0.02-0.46) were found. Positive results were found for the work attitude secondary outcome (B = 5.29, 95% CI −9.59 to −0.99), the self-efficacy persistence subscale (B = 1.45, 95% CI 0.43-2.48) and the skill discretion subscale of the Job Content Questionnaire (B = 1.78, 95% CI 0.74-2.83).

Conclusion

The results of the problem-solving intervention showed no positive effects on the three outcome measures compared to business as usual. However, effectiveness was shown on three of the secondary outcome measures, i.e. work attitude, self-efficacy and skill discretion. We presume that the lack of positive effects on primary outcomes is due to programme failure and not to theory failure.

Trial registration

The trial is registered with the Dutch Trial Register under number NTR2270.
Literature
3.
go back to reference Figueras J, McKee M, Lessof S, Duran A, Menabde N. Health systems, health and wealth: Assessing the case for investing in health systems. Geneva: World Health Organization; 2008. Figueras J, McKee M, Lessof S, Duran A, Menabde N. Health systems, health and wealth: Assessing the case for investing in health systems. Geneva: World Health Organization; 2008.
5.
go back to reference Taimela S, Laara E, Malmivaara A, Tiekso J, Sintonen H, Justén S, et al. Self-reported health problems and sickness absence in different age groups predominantly engaged in physical work. Occup Environ Med. 2007;64:739–46.CrossRefPubMedPubMedCentral Taimela S, Laara E, Malmivaara A, Tiekso J, Sintonen H, Justén S, et al. Self-reported health problems and sickness absence in different age groups predominantly engaged in physical work. Occup Environ Med. 2007;64:739–46.CrossRefPubMedPubMedCentral
6.
go back to reference van den Berg TI, Elders LA, de Zwart BC, Burdorf A. The effects of work-related and individual factors on the Work Ability Index: a systematic review. Occup Environ Med. 2009;66:211–20.CrossRefPubMed van den Berg TI, Elders LA, de Zwart BC, Burdorf A. The effects of work-related and individual factors on the Work Ability Index: a systematic review. Occup Environ Med. 2009;66:211–20.CrossRefPubMed
7.
go back to reference Meerding WJ, IJzelenberg W, Koopmanschap MA, Severens JL, Burdorf A. Health problems lead to considerable productivity loss at work among workers with high physical load jobs. J Clin Epidemiol. 2005;58:517–23.CrossRefPubMed Meerding WJ, IJzelenberg W, Koopmanschap MA, Severens JL, Burdorf A. Health problems lead to considerable productivity loss at work among workers with high physical load jobs. J Clin Epidemiol. 2005;58:517–23.CrossRefPubMed
8.
go back to reference Schultz AB, Chen CY, Edington DW. The cost and impact of health conditions on presenteeism to employers: a review of the literature. Pharmacoeconomics. 2009;27:365–78.CrossRefPubMed Schultz AB, Chen CY, Edington DW. The cost and impact of health conditions on presenteeism to employers: a review of the literature. Pharmacoeconomics. 2009;27:365–78.CrossRefPubMed
9.
go back to reference Ferrie JE, Virtanen M, Kivimaki M. The healthy population-high disability paradox. Occup Environ Med. 2014;71:232–3.CrossRefPubMed Ferrie JE, Virtanen M, Kivimaki M. The healthy population-high disability paradox. Occup Environ Med. 2014;71:232–3.CrossRefPubMed
10.
go back to reference Kessler RC, Greenberg PE, Mickelson KD, Meneades LM, Wang PS. The effects of chronic medical conditions on work loss and work cutback. J Occup Environ Med. 2001;43:218–25.CrossRefPubMed Kessler RC, Greenberg PE, Mickelson KD, Meneades LM, Wang PS. The effects of chronic medical conditions on work loss and work cutback. J Occup Environ Med. 2001;43:218–25.CrossRefPubMed
11.
go back to reference Lerner D, Allaire SH, Reisine ST. Work disability resulting from chronic health conditions. J Occup Environ Med. 2005;47:253–64.CrossRefPubMed Lerner D, Allaire SH, Reisine ST. Work disability resulting from chronic health conditions. J Occup Environ Med. 2005;47:253–64.CrossRefPubMed
12.
go back to reference Koolhaas W, van der Klink JJ, Groothoff JW, Brouwer S. Towards a sustainable healthy working life: associations between chronological age, functional age and work outcomes. Eur J Public Health. 2012;22:424–9.CrossRefPubMed Koolhaas W, van der Klink JJ, Groothoff JW, Brouwer S. Towards a sustainable healthy working life: associations between chronological age, functional age and work outcomes. Eur J Public Health. 2012;22:424–9.CrossRefPubMed
13.
14.
go back to reference Koolhaas W, van der Klink JJ, Vervoort JP, de Boer MR, Brouwer S, Groothoff JW. In-depth study of the workers’ perspectives to enhance sustainable working life: comparison between workers with and without a chronic health condition. J Occup Rehabil. 2013;23:170–9.CrossRefPubMed Koolhaas W, van der Klink JJ, Vervoort JP, de Boer MR, Brouwer S, Groothoff JW. In-depth study of the workers’ perspectives to enhance sustainable working life: comparison between workers with and without a chronic health condition. J Occup Rehabil. 2013;23:170–9.CrossRefPubMed
15.
go back to reference Sparling PB. Worksite health promotion: principles, resources, and challenges. Prev Chronic Dis. 2010;7:A25.PubMed Sparling PB. Worksite health promotion: principles, resources, and challenges. Prev Chronic Dis. 2010;7:A25.PubMed
16.
go back to reference Meichenbaum DH, Deffenbacher JL. Stress inoculation training. Couns Psychol. 1988;16:69.CrossRef Meichenbaum DH, Deffenbacher JL. Stress inoculation training. Couns Psychol. 1988;16:69.CrossRef
17.
go back to reference D’Zurilla TJ, Goldfried MR. Problem solving and behaviour modification. J Appl Psychol. 1971;78:107. D’Zurilla TJ, Goldfried MR. Problem solving and behaviour modification. J Appl Psychol. 1971;78:107.
18.
go back to reference D’Zurilla TJ, Nezu AM, Maydeu-Olivares A. Social problem solving: theory and assessment. In: Chang EC, D’Zurilla TJ, Sanna LJ, editors. Social problem solving: Theory, research and training. Washington, DC: American Psychollogical Association; 2004. p. 11–27.CrossRef D’Zurilla TJ, Nezu AM, Maydeu-Olivares A. Social problem solving: theory and assessment. In: Chang EC, D’Zurilla TJ, Sanna LJ, editors. Social problem solving: Theory, research and training. Washington, DC: American Psychollogical Association; 2004. p. 11–27.CrossRef
19.
go back to reference Eccleston C, Morley SJ, Williams AC. Psychological approaches to chronic pain management: evidence and challenges. Br J Anaesth. 2013;111:59–63.CrossRefPubMed Eccleston C, Morley SJ, Williams AC. Psychological approaches to chronic pain management: evidence and challenges. Br J Anaesth. 2013;111:59–63.CrossRefPubMed
20.
go back to reference Lamb SE, Mistry D, Lall R, Hansen Z, Evans D, Withers EJ, et al. Group cognitive behavioural interventions for low back pain in primary care: extended follow-up of the Back Skills Training Trial (ISRCTN54717854). Pain. 2012;153:494–501.CrossRefPubMed Lamb SE, Mistry D, Lall R, Hansen Z, Evans D, Withers EJ, et al. Group cognitive behavioural interventions for low back pain in primary care: extended follow-up of the Back Skills Training Trial (ISRCTN54717854). Pain. 2012;153:494–501.CrossRefPubMed
21.
go back to reference Thomas PW, Thomas S, Hillier C, Galvin K, Baker R. Psychological interventions for multiple sclerosis. Cochrane Database Syst Rev. 2006;1:CD004431. Thomas PW, Thomas S, Hillier C, Galvin K, Baker R. Psychological interventions for multiple sclerosis. Cochrane Database Syst Rev. 2006;1:CD004431.
23.
go back to reference Sullivan MJ, Feuerstein M, Gatchel R, Linton SJ, Pransky G. Integrating psychosocial and behavioral interventions to achieve optimal rehabilitation outcomes. J Occup Rehabil. 2005;15:475–89.CrossRefPubMed Sullivan MJ, Feuerstein M, Gatchel R, Linton SJ, Pransky G. Integrating psychosocial and behavioral interventions to achieve optimal rehabilitation outcomes. J Occup Rehabil. 2005;15:475–89.CrossRefPubMed
24.
go back to reference Marhold C, Linton SJ, Melin L. A cognitive-behavioral return-to-work program: effects on pain patients with a history of long-term versus short-term sick leave. Pain. 2001;91:155–63.CrossRefPubMed Marhold C, Linton SJ, Melin L. A cognitive-behavioral return-to-work program: effects on pain patients with a history of long-term versus short-term sick leave. Pain. 2001;91:155–63.CrossRefPubMed
25.
go back to reference van der Klink JJ, Blonk RW, Schene AH, van Dijk FJ. Reducing long term sickness absence by an activating intervention in adjustment disorders: a cluster randomised controlled design. Occup Environ Med. 2003;60:429–37.CrossRefPubMedPubMedCentral van der Klink JJ, Blonk RW, Schene AH, van Dijk FJ. Reducing long term sickness absence by an activating intervention in adjustment disorders: a cluster randomised controlled design. Occup Environ Med. 2003;60:429–37.CrossRefPubMedPubMedCentral
26.
go back to reference Hogan TD. The impact of staff case manager-case management supervisor relationship on job satisfaction and retention of RN case managers. Lippincotts Case Manag. 2005;10:246–53.CrossRefPubMed Hogan TD. The impact of staff case manager-case management supervisor relationship on job satisfaction and retention of RN case managers. Lippincotts Case Manag. 2005;10:246–53.CrossRefPubMed
27.
go back to reference Haafkens JA, Kopnina H, Meerman MG, van Dijk FJ. Facilitating job retention for chronically ill employees: perspectives of line managers and human resource managers. BMC Health Serv Res. 2011;11:104.CrossRefPubMedPubMedCentral Haafkens JA, Kopnina H, Meerman MG, van Dijk FJ. Facilitating job retention for chronically ill employees: perspectives of line managers and human resource managers. BMC Health Serv Res. 2011;11:104.CrossRefPubMedPubMedCentral
28.
go back to reference Schellings R, Sturmans F, Kessels AG. Prerandomisatie bij wetenschappelijk onderzoek: een taboe doorbroken [Pre-randomization in scientific research: a broken taboo]. Ned Tijdschr Geneeskd. 2008;152:2053–6.PubMed Schellings R, Sturmans F, Kessels AG. Prerandomisatie bij wetenschappelijk onderzoek: een taboe doorbroken [Pre-randomization in scientific research: a broken taboo]. Ned Tijdschr Geneeskd. 2008;152:2053–6.PubMed
29.
go back to reference Tuomi K, Ilmarinen J, Jahkola A, Jahkola A, Katajarinne L, Tulkki A. Work Ability Index. Helsinki: Finnish Institute of Occupational Health; 1998. Tuomi K, Ilmarinen J, Jahkola A, Jahkola A, Katajarinne L, Tulkki A. Work Ability Index. Helsinki: Finnish Institute of Occupational Health; 1998.
30.
go back to reference Zwart BCH, Frings-Dresen MHW, Van Duivenbooden JC. Test-retest reliability of the Work Ability Index questionnaire. Occup Med. 2002;52:177–81.CrossRef Zwart BCH, Frings-Dresen MHW, Van Duivenbooden JC. Test-retest reliability of the Work Ability Index questionnaire. Occup Med. 2002;52:177–81.CrossRef
31.
go back to reference Gandek B, Ware JE, Aaronson NK, Apolone G, Bjorner JB, Brazier JE, et al. Cross-validation of item selection and scoring for the SF-12 Health Survey in nine countries: results from the IQOLA Project. Int Qual Life Assessment J Clin Epidemiol. 1998;51:1171–8. Gandek B, Ware JE, Aaronson NK, Apolone G, Bjorner JB, Brazier JE, et al. Cross-validation of item selection and scoring for the SF-12 Health Survey in nine countries: results from the IQOLA Project. Int Qual Life Assessment J Clin Epidemiol. 1998;51:1171–8.
32.
go back to reference Ware Jr J, 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.CrossRefPubMed Ware Jr J, 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.CrossRefPubMed
33.
go back to reference Brouwer WB, van Exel NJ, Koopmanschap MA, Rutten FF. Productivity costs before and after absence from work: as important as common? Health Policy. 2002;61:173–87.CrossRefPubMed Brouwer WB, van Exel NJ, Koopmanschap MA, Rutten FF. Productivity costs before and after absence from work: as important as common? Health Policy. 2002;61:173–87.CrossRefPubMed
34.
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.CrossRefPubMedPubMedCentral 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.CrossRefPubMedPubMedCentral
35.
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;3:322–55.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;3:322–55.CrossRefPubMed
36.
go back to reference Warr P, Cook J, Waal T. Scales for the measurement of some work attitude and aspects of psychological well-being. J Occup Psychol. 1979;52:129–48.CrossRef Warr P, Cook J, Waal T. Scales for the measurement of some work attitude and aspects of psychological well-being. J Occup Psychol. 1979;52:129–48.CrossRef
37.
go back to reference Bosscher R, Smith J, Kempen G. Algemene competentieverwachtingen bij ouderen; een onderzoek naar de psychometrische kenmerken van de Algemene Competentieschaal (ALCOS) [General competency expectations in elderly; a study into the psychometric proporties of the general competency scale]. Ned Tijdschr Psychol. 1997;52:239–48. Bosscher R, Smith J, Kempen G. Algemene competentieverwachtingen bij ouderen; een onderzoek naar de psychometrische kenmerken van de Algemene Competentieschaal (ALCOS) [General competency expectations in elderly; a study into the psychometric proporties of the general competency scale]. Ned Tijdschr Psychol. 1997;52:239–48.
38.
go back to reference Scherer M, Maddux J, Mercandante B. The self-efficacy scale: construction and validation. Psychol Rep. 1982;51:663–71.CrossRef Scherer M, Maddux J, Mercandante B. The self-efficacy scale: construction and validation. Psychol Rep. 1982;51:663–71.CrossRef
39.
go back to reference Schaufeli W, Bakker A. Bevlogenheid: een begrip gemeten [Work engagement, a concept measured]. Gedrag & Organisatie. 2004;17:98–112. Schaufeli W, Bakker A. Bevlogenheid: een begrip gemeten [Work engagement, a concept measured]. Gedrag & Organisatie. 2004;17:98–112.
40.
go back to reference Linnan L, Stecjler A. Process evaluation for public health interventions and research: an overview. In: Steckler A, Linnan L, editors. Process evaluation for public health interventions and research. San Francisco: Jossey-bas; 2002. p. 1. Linnan L, Stecjler A. Process evaluation for public health interventions and research: an overview. In: Steckler A, Linnan L, editors. Process evaluation for public health interventions and research. San Francisco: Jossey-bas; 2002. p. 1.
41.
go back to reference Koolhaas W, Brouwer S, Groothoff JW, van der Klink JJ. Enhancing a sustainable healthy working life: design of a clustered randomized controlled trial. BMC Public Health. 2010;10:461.CrossRefPubMedPubMedCentral Koolhaas W, Brouwer S, Groothoff JW, van der Klink JJ. Enhancing a sustainable healthy working life: design of a clustered randomized controlled trial. BMC Public Health. 2010;10:461.CrossRefPubMedPubMedCentral
42.
go back to reference van Oostrom SH, van Mechelen W, Terluin B, de Vet HC, Knol DL, Anema JR. A workplace intervention for sick-listed employees with distress: results of a randomised controlled trial. Occup Environ Med. 2010;67:596–602.CrossRefPubMed van Oostrom SH, van Mechelen W, Terluin B, de Vet HC, Knol DL, Anema JR. A workplace intervention for sick-listed employees with distress: results of a randomised controlled trial. Occup Environ Med. 2010;67:596–602.CrossRefPubMed
43.
go back to reference Varekamp I, deVries G, Heutink A, van Dijk FJ. Empowering employees with chronic diseases; development of an intervention aimed at job retention and design of a randomised controlled trial. BMC Health Serv Res. 2008;8:224.CrossRefPubMedPubMedCentral Varekamp I, deVries G, Heutink A, van Dijk FJ. Empowering employees with chronic diseases; development of an intervention aimed at job retention and design of a randomised controlled trial. BMC Health Serv Res. 2008;8:224.CrossRefPubMedPubMedCentral
44.
go back to reference Strijk JE, Proper KI, van der Beek AJ, van Mechelen W. The Vital@Work Study. The systematic development of a lifestyle intervention to improve older workers’ vitality and the design of a randomised controlled trial evaluating this intervention. BMC Public Health. 2009;9:408.CrossRefPubMedPubMedCentral Strijk JE, Proper KI, van der Beek AJ, van Mechelen W. The Vital@Work Study. The systematic development of a lifestyle intervention to improve older workers’ vitality and the design of a randomised controlled trial evaluating this intervention. BMC Public Health. 2009;9:408.CrossRefPubMedPubMedCentral
45.
go back to reference Strijk JE, Proper KI, van der Beek AJ, van Mechelen W. A worksite vitality intervention to improve older workers’ lifestyle and vitality-related outcomes: results of a randomised controlled trial. J Epidemiol Community Health. 2012;66:1071–8.CrossRefPubMedPubMedCentral Strijk JE, Proper KI, van der Beek AJ, van Mechelen W. A worksite vitality intervention to improve older workers’ lifestyle and vitality-related outcomes: results of a randomised controlled trial. J Epidemiol Community Health. 2012;66:1071–8.CrossRefPubMedPubMedCentral
46.
go back to reference Oude Hengel KM, Blatter BM, Joling CI, van der Beek AJ, Bongers PM. Effectiveness of an intervention at construction worksites on work engagement, social support, physical workload, and need for recovery: results from a cluster randomized controlled trial. BMC Public Health. 2012;12:1008–2458. 12-1008.CrossRefPubMedPubMedCentral Oude Hengel KM, Blatter BM, Joling CI, van der Beek AJ, Bongers PM. Effectiveness of an intervention at construction worksites on work engagement, social support, physical workload, and need for recovery: results from a cluster randomized controlled trial. BMC Public Health. 2012;12:1008–2458. 12-1008.CrossRefPubMedPubMedCentral
48.
go back to reference Blonk RWB, Brenninkmeijer V, Lagerveld SE, Houtman LD. Return to work: a comparison of two cognitive behavioural interventions in cases of work-related psychological complaints among the self-employed. Work & Stress. 2006;20:129–44.CrossRef Blonk RWB, Brenninkmeijer V, Lagerveld SE, Houtman LD. Return to work: a comparison of two cognitive behavioural interventions in cases of work-related psychological complaints among the self-employed. Work & Stress. 2006;20:129–44.CrossRef
49.
go back to reference Paykel ES, Scott J, Cornwall PL, Abbott R, Crane C, Pope M, et al. Duration of relapse prevention after cognitive therapy in residual depression: follow-up of controlled trial. Psychol Med. 2005;35:59–68.CrossRefPubMed Paykel ES, Scott J, Cornwall PL, Abbott R, Crane C, Pope M, et al. Duration of relapse prevention after cognitive therapy in residual depression: follow-up of controlled trial. Psychol Med. 2005;35:59–68.CrossRefPubMed
50.
go back to reference Butler AC, Chapman JE, Forman EM, Beck AT. The empirical status of cognitive-behavioral therapy: a review of meta-analyses. Clin Psychol Rev. 2006;26:17–31.CrossRefPubMed Butler AC, Chapman JE, Forman EM, Beck AT. The empirical status of cognitive-behavioral therapy: a review of meta-analyses. Clin Psychol Rev. 2006;26:17–31.CrossRefPubMed
51.
go back to reference Ayres J, Malouff JM. Problem-solving training to help workers increase positive affect, job satisfaction, and life satisfaction. Eur J Work Organ Psychol. 2007;16:279–94.CrossRef Ayres J, Malouff JM. Problem-solving training to help workers increase positive affect, job satisfaction, and life satisfaction. Eur J Work Organ Psychol. 2007;16:279–94.CrossRef
52.
go back to reference Shimazu A, Kawakami N, Irimajiri H, Sakamoto M, Amano S. Effects of web-based psychoeducation on self-efficacy, problem solving behavior, stress responses and job satisfaction among workers: a controlled clinical trial. J Occup Health. 2005;47:405–13.CrossRefPubMed Shimazu A, Kawakami N, Irimajiri H, Sakamoto M, Amano S. Effects of web-based psychoeducation on self-efficacy, problem solving behavior, stress responses and job satisfaction among workers: a controlled clinical trial. J Occup Health. 2005;47:405–13.CrossRefPubMed
53.
go back to reference Hassett AL, Gevirtz RN. Nonpharmacologic treatment for fibromyalgia: patient education, cognitive-behavioral therapy, relaxation techniques, and complementary and alternative medicine. Rheum Dis Clin North Am. 2009;35:393–407.CrossRefPubMedPubMedCentral Hassett AL, Gevirtz RN. Nonpharmacologic treatment for fibromyalgia: patient education, cognitive-behavioral therapy, relaxation techniques, and complementary and alternative medicine. Rheum Dis Clin North Am. 2009;35:393–407.CrossRefPubMedPubMedCentral
54.
go back to reference Hoffman BM, Papas RK, Chatkoff DK, Kerns RD. Meta-analysis of psychological interventions for chronic low back pain. Health Psychol. 2007;26:1–9.CrossRefPubMed Hoffman BM, Papas RK, Chatkoff DK, Kerns RD. Meta-analysis of psychological interventions for chronic low back pain. Health Psychol. 2007;26:1–9.CrossRefPubMed
55.
go back to reference Jaskiewicz W, Tulenko K. Increasing community health worker productivity and effectiveness: a review of the influence of the work environment. Hum Resour Health. 2012;10:38–4491. 10-38.CrossRefPubMedPubMedCentral Jaskiewicz W, Tulenko K. Increasing community health worker productivity and effectiveness: a review of the influence of the work environment. Hum Resour Health. 2012;10:38–4491. 10-38.CrossRefPubMedPubMedCentral
Metadata
Title
Effectiveness of a problem-solving based intervention to prolong the working life of ageing workers
Authors
Wendy Koolhaas
Johan W Groothoff
Michiel R de Boer
Jac JL van der Klink
Sandra Brouwer
Publication date
01-12-2015
Publisher
BioMed Central
Published in
BMC Public Health / Issue 1/2015
Electronic ISSN: 1471-2458
DOI
https://doi.org/10.1186/s12889-015-1410-5

Other articles of this Issue 1/2015

BMC Public Health 1/2015 Go to the issue