Skip to main content
Top
Published in: BMC Public Health 1/2011

Open Access 01-12-2011 | Research article

Psychosocial working conditions and the utilization of health care services

Authors: Sunday Azagba, Mesbah F Sharaf

Published in: BMC Public Health | Issue 1/2011

Login to get access

Abstract

Background

While there is considerable theoretical and empirical evidence on how job stress affects physical and mental health, few studies have examined the association between job related stress and health care utilization. Using data from the Canadian National Population Health Survey from 2000 to 2008, this paper examines the association between stressful working conditions, as measured by the job strain model, and the utilization of health care services.

Methods

A zero inflated negative binomial regression is used to examine the excess health care utilization due to job strain. Separate regressions are estimated for both males and females since studies have shown gender differences in health care utilization.

Results

Estimates for the whole population show that high or medium job strain has a positive and statistically significant association with the number of visits to both a general practitioner (GP) and a specialist (SP). On average, the number of GP visits is up to 26% more (IRR = 1.26, 95% CI = 1.19-1.31) for individuals with high strain jobs compared to those in the low job strain category. Similarly, SP visits are up to 27% more (IRR = 1.27, 95% CI = 1.14-142) for the high strain category. Results are quantitatively similar for males and females, save for medium strain. In general, findings are robust to the inclusion of workplace social support, health status, provincial and occupational-fixed effects.

Conclusion

Job strain may be positively associated with the utilization of health care services. This suggests that improving psychosocial working conditions and educating workers on stress-coping mechanisms could be beneficial for the physical and mental health of workers.
Appendix
Available only for authorised users
Literature
1.
go back to reference Brantley PJ, Ames SC: Psychobiology of Health and Disease. Comprehensive handbook of psychopathology. Edited by: Sutker PB, Adams HE. 2001, New York, Plenum publishers, 3 Brantley PJ, Ames SC: Psychobiology of Health and Disease. Comprehensive handbook of psychopathology. Edited by: Sutker PB, Adams HE. 2001, New York, Plenum publishers, 3
2.
go back to reference Scott C: Optimal stress. 2010, John Wiley and Sons Inc. Hoboken New Jersey Scott C: Optimal stress. 2010, John Wiley and Sons Inc. Hoboken New Jersey
4.
go back to reference Gibson V: Stress in the workplace: A hidden cost factor. HR Focus. 1993, 70: 15- Gibson V: Stress in the workplace: A hidden cost factor. HR Focus. 1993, 70: 15-
5.
go back to reference Goetzel RZ, Anderson DR, Whitmer RW, Ozminkowski RJ, Dunn RL, Wasserman J, The Health Enhancement Research Organization (HERO) Research Committee: The relationship between modifiable health risks and health care expenditures: An analysis of the multi-employer HERO health risk and cost database. Journal of Occupational and Environmental Medicine. 1998, 40 (10): 843-854. 10.1097/00043764-199810000-00003.CrossRefPubMed Goetzel RZ, Anderson DR, Whitmer RW, Ozminkowski RJ, Dunn RL, Wasserman J, The Health Enhancement Research Organization (HERO) Research Committee: The relationship between modifiable health risks and health care expenditures: An analysis of the multi-employer HERO health risk and cost database. Journal of Occupational and Environmental Medicine. 1998, 40 (10): 843-854. 10.1097/00043764-199810000-00003.CrossRefPubMed
6.
go back to reference Karasek R, Theorell T: Healthy work: stress, productivity, and the reconstruction of working life. 1990, New York: Basic Books Karasek R, Theorell T: Healthy work: stress, productivity, and the reconstruction of working life. 1990, New York: Basic Books
7.
go back to reference Mechanic D: Correlates of physician utilization: Why do major multivariate studies of physician utilization find trivial psychosocial and organizational effects?. Journal of Health and Social Behavior. 1979, 20: 387-396. 10.2307/2955413.CrossRefPubMed Mechanic D: Correlates of physician utilization: Why do major multivariate studies of physician utilization find trivial psychosocial and organizational effects?. Journal of Health and Social Behavior. 1979, 20: 387-396. 10.2307/2955413.CrossRefPubMed
8.
go back to reference Gortmaker SL, Eckenrode J, Gore S: Stress and the utilization of health services:A time series and cross-sectional analysis. Journal of Health and Social Behavior. 1982, 23: 24-38.CrossRef Gortmaker SL, Eckenrode J, Gore S: Stress and the utilization of health services:A time series and cross-sectional analysis. Journal of Health and Social Behavior. 1982, 23: 24-38.CrossRef
9.
go back to reference Counte MA, Glandon GL: A panel study of life stress, social support, and the health services utilization of older persons. Medical Care. 1991, 29: 348-361. 10.1097/00005650-199104000-00004.CrossRefPubMed Counte MA, Glandon GL: A panel study of life stress, social support, and the health services utilization of older persons. Medical Care. 1991, 29: 348-361. 10.1097/00005650-199104000-00004.CrossRefPubMed
10.
go back to reference Mechanic D, Volkart EH: Stress, illness behavior, and the sick role. American Sociological Review. 1961, 26: 51-58. 10.2307/2090512.CrossRef Mechanic D, Volkart EH: Stress, illness behavior, and the sick role. American Sociological Review. 1961, 26: 51-58. 10.2307/2090512.CrossRef
11.
go back to reference Tessler R, Mechanic D, Dimond M: The effect of psychological distress on physician utilization: A prospective study. Journal of Health and Social Behavior. 1976, 17: 353-364. 10.2307/2136713.CrossRefPubMed Tessler R, Mechanic D, Dimond M: The effect of psychological distress on physician utilization: A prospective study. Journal of Health and Social Behavior. 1976, 17: 353-364. 10.2307/2136713.CrossRefPubMed
12.
go back to reference Brosschot JF, Benschop RJ, Godaert G, Olff M, DeSmet M, Heijnen CJ, Ballieux RE: Influence of life stress on immunological reactivity to mild psychological stress. Psychosomatic Medicine. 1994, 56: 216-224.CrossRefPubMed Brosschot JF, Benschop RJ, Godaert G, Olff M, DeSmet M, Heijnen CJ, Ballieux RE: Influence of life stress on immunological reactivity to mild psychological stress. Psychosomatic Medicine. 1994, 56: 216-224.CrossRefPubMed
13.
go back to reference Turner-Cobb JM, Steptoe A: Psychosocial stress and susceptibility to upper respiratory tract illness in an adult population sample. Psychosomatic Medicine. 1996, 58: 404-412.CrossRef Turner-Cobb JM, Steptoe A: Psychosocial stress and susceptibility to upper respiratory tract illness in an adult population sample. Psychosomatic Medicine. 1996, 58: 404-412.CrossRef
15.
go back to reference Rosengren A, Hawken S, Ounpuu S, Sliwa K, Zubaid M, Almahmeed WA, Blackett KN, Sitthi-amorn C, Sato H, Yusuf S, INTERHEART investigators: Association of psychosocial risk factors with risk of acute myocardial infarction in 11119 cases and 13648 controls from 52 countries (the INTERHEART study): case-control study. Lancet. 2004, 364: 953-962. 10.1016/S0140-6736(04)17019-0.CrossRefPubMed Rosengren A, Hawken S, Ounpuu S, Sliwa K, Zubaid M, Almahmeed WA, Blackett KN, Sitthi-amorn C, Sato H, Yusuf S, INTERHEART investigators: Association of psychosocial risk factors with risk of acute myocardial infarction in 11119 cases and 13648 controls from 52 countries (the INTERHEART study): case-control study. Lancet. 2004, 364: 953-962. 10.1016/S0140-6736(04)17019-0.CrossRefPubMed
16.
go back to reference Chandola T, Britton A, Brunner E, Hemingway H, Malik M, Kumari M, Badrick E, Kivimaki M, Marmot M: Work stress and coronary heart disease: what are the mechanisms?. European Heart Journal. 2008, 29: 640-648. 10.1093/eurheartj/ehm584.CrossRefPubMed Chandola T, Britton A, Brunner E, Hemingway H, Malik M, Kumari M, Badrick E, Kivimaki M, Marmot M: Work stress and coronary heart disease: what are the mechanisms?. European Heart Journal. 2008, 29: 640-648. 10.1093/eurheartj/ehm584.CrossRefPubMed
18.
go back to reference Sorbi MJ, Maassen GH, Spierings E: A time-series analysis of daily hassles and mood changes in the 3 days before the migraine attack. Behavioral Medicine. 1996, 22: 102-113.CrossRef Sorbi MJ, Maassen GH, Spierings E: A time-series analysis of daily hassles and mood changes in the 3 days before the migraine attack. Behavioral Medicine. 1996, 22: 102-113.CrossRef
19.
go back to reference Benedittis GD, Lorenzetti A: The role of stressful life events in the persistence of primary headache: Major events vs. daily hassles. Pain. 1992, 51: 35-42. 10.1016/0304-3959(92)90006-W.CrossRefPubMed Benedittis GD, Lorenzetti A: The role of stressful life events in the persistence of primary headache: Major events vs. daily hassles. Pain. 1992, 51: 35-42. 10.1016/0304-3959(92)90006-W.CrossRefPubMed
20.
go back to reference Fernandez E, Sheffield J: Relative contributions of life events versus daily hassles to the frequency and intensity of headaches. Headache. 1996, 36: 595-602. 10.1046/j.1526-4610.1996.3610595.x.CrossRefPubMed Fernandez E, Sheffield J: Relative contributions of life events versus daily hassles to the frequency and intensity of headaches. Headache. 1996, 36: 595-602. 10.1046/j.1526-4610.1996.3610595.x.CrossRefPubMed
21.
go back to reference Kramer JR, Ledolter J, Manos GN, Bayless ML: Stress and metabolic control in diabetes mellitus: Methodological issues and an illustrative analysis. Annals of Behavioral Medicine. 2000, 22: 17-28. 10.1007/BF02895164.CrossRefPubMed Kramer JR, Ledolter J, Manos GN, Bayless ML: Stress and metabolic control in diabetes mellitus: Methodological issues and an illustrative analysis. Annals of Behavioral Medicine. 2000, 22: 17-28. 10.1007/BF02895164.CrossRefPubMed
22.
go back to reference Twisk J, Snel J, Kemper H, van Mechelen W: Changes in daily hassles and life events and the relationship with coronary heart disease risk factors: A 2-year longitudinal study in 27-29-year-old males and females. Journal of Psychosomatic Research. 1999, 46: 229-240. 10.1016/S0022-3999(98)00088-9.CrossRefPubMed Twisk J, Snel J, Kemper H, van Mechelen W: Changes in daily hassles and life events and the relationship with coronary heart disease risk factors: A 2-year longitudinal study in 27-29-year-old males and females. Journal of Psychosomatic Research. 1999, 46: 229-240. 10.1016/S0022-3999(98)00088-9.CrossRefPubMed
23.
go back to reference Cohen S, Williamson GM: Perceived stress in a probability sample of the United States. the social psychology of health. Edited by: Spacapan S, Oscamp S. 1988, Newbury Park, CA: Sage, 31-67. Cohen S, Williamson GM: Perceived stress in a probability sample of the United States. the social psychology of health. Edited by: Spacapan S, Oscamp S. 1988, Newbury Park, CA: Sage, 31-67.
25.
go back to reference Oliver G, Wardle J: Perceived effects of stress on food choice. Physiology & Behavior. 1999, 66 (3): 511-515. 10.1016/S0031-9384(98)00322-9.CrossRef Oliver G, Wardle J: Perceived effects of stress on food choice. Physiology & Behavior. 1999, 66 (3): 511-515. 10.1016/S0031-9384(98)00322-9.CrossRef
26.
go back to reference Oliver G, Wardle J, Gibson EL: Stress and food choice: a laboratory study. Psychosomatic Medicine. 2000, 62 (6): 853-865.CrossRefPubMed Oliver G, Wardle J, Gibson EL: Stress and food choice: a laboratory study. Psychosomatic Medicine. 2000, 62 (6): 853-865.CrossRefPubMed
27.
go back to reference Williams R, Zyzanski SJ, Wright AL: Life events and daily hassles and uplifts as predictors of hospitalization and outpatient visits. Social Science Medicine. 1992, 34: 763-768. 10.1016/0277-9536(92)90363-U.CrossRefPubMed Williams R, Zyzanski SJ, Wright AL: Life events and daily hassles and uplifts as predictors of hospitalization and outpatient visits. Social Science Medicine. 1992, 34: 763-768. 10.1016/0277-9536(92)90363-U.CrossRefPubMed
28.
go back to reference Brantley PJ, Dutton GR, Grothe KB, Bodenlos JS, Howe J, Jones GN: Minor Life Events as Predictors of Medical Utilization in Low Income African American Family Practice Patients. J Behav Med. 2005, 28 (4): 395-401. 10.1007/s10865-005-9001-z.CrossRefPubMed Brantley PJ, Dutton GR, Grothe KB, Bodenlos JS, Howe J, Jones GN: Minor Life Events as Predictors of Medical Utilization in Low Income African American Family Practice Patients. J Behav Med. 2005, 28 (4): 395-401. 10.1007/s10865-005-9001-z.CrossRefPubMed
29.
go back to reference Manning MR, Jackson CN, Fusilier MR: Occupational Stress and Health Care Use. Journal of Occupational Health Psychology. 1996, 1 (1): 100-109.CrossRefPubMed Manning MR, Jackson CN, Fusilier MR: Occupational Stress and Health Care Use. Journal of Occupational Health Psychology. 1996, 1 (1): 100-109.CrossRefPubMed
31.
go back to reference Cameron AC, Trivedi PK: Regression Analysis of Count Data. 1998, New York: Cambridge University PressCrossRef Cameron AC, Trivedi PK: Regression Analysis of Count Data. 1998, New York: Cambridge University PressCrossRef
32.
go back to reference Winkelmann R: Econometric Analysis of Count Data. 2008, Springer: Heidelberg, New York, 5 Winkelmann R: Econometric Analysis of Count Data. 2008, Springer: Heidelberg, New York, 5
33.
go back to reference Taylor SE, Klein LC, Lewis BP, Gruenewald TL, Gurung RA, Updegraff JA: Biobehavioral responses to stress in females: tend-and befriend, not fight-or-flight. Psychol Rev. 2000, 107: 411-429.CrossRefPubMed Taylor SE, Klein LC, Lewis BP, Gruenewald TL, Gurung RA, Updegraff JA: Biobehavioral responses to stress in females: tend-and befriend, not fight-or-flight. Psychol Rev. 2000, 107: 411-429.CrossRefPubMed
34.
go back to reference Viswesvaran C, Sanchez JI, Fisher J: The Role of Social Support in the Process of Job Stress: A Meta-Analysis. Journal of Vocational Behavior. 1999, 54 (2): 314-334. 10.1006/jvbe.1998.1661.CrossRef Viswesvaran C, Sanchez JI, Fisher J: The Role of Social Support in the Process of Job Stress: A Meta-Analysis. Journal of Vocational Behavior. 1999, 54 (2): 314-334. 10.1006/jvbe.1998.1661.CrossRef
35.
go back to reference Pilisuk M, Boylan R, Acredolo C: Social support, life stress, and subsequent medical care utilization. Health Psychology. 1987, 6: 273-288.CrossRefPubMed Pilisuk M, Boylan R, Acredolo C: Social support, life stress, and subsequent medical care utilization. Health Psychology. 1987, 6: 273-288.CrossRefPubMed
Metadata
Title
Psychosocial working conditions and the utilization of health care services
Authors
Sunday Azagba
Mesbah F Sharaf
Publication date
01-12-2011
Publisher
BioMed Central
Published in
BMC Public Health / Issue 1/2011
Electronic ISSN: 1471-2458
DOI
https://doi.org/10.1186/1471-2458-11-642

Other articles of this Issue 1/2011

BMC Public Health 1/2011 Go to the issue