Skip to main content
Top
Published in: BMC Public Health 1/2013

Open Access 01-12-2013 | Research article

Depression as a psychosocial consequence of occupational injury in the US working population: findings from the medical expenditure panel survey

Author: Jaeyoung Kim

Published in: BMC Public Health | Issue 1/2013

Login to get access

Abstract

Background

Empirical evidence describing the psychosocial consequences of occupational injury is still limited. The effect of occupational injury on depression might pose unique challenges in workers compared with other kinds of injury. This study aimed to assess the differential impact of workplace injury compared with non-workplace injury on depression over time, and to identify the potential risk factors associated with post-injury depression in the US working population.

Methods

Using pooled panel data from the Medical Expenditure Panel Survey 2000–2006, a total of 35,155 workers aged 18–64 years who had been followed for about 18 months in each panel were analyzed. Injuries in the 4–5 months before baseline, and subsequent depression incidence during follow-up, were identified using ICD-9 codes for the medical conditions captured in personal interviews. A discrete time-proportional odds model was used.

Results

A total of 5.5% of workers with occupational injury at baseline reported depression at follow-up, compared with 4.7% of workers with non-occupational injury and 3.1% of workers without injuries. Those with occupational injuries had more severe injuries and required longer treatment, compared with those with non-occupational injuries. Only 39% of workers with workplace injuries were paid Workers’ Compensation (WC). The association between injury and depression appeared to be stronger for workplace injury, and the adjusted odds ratio for depression was 1.72 for those with occupational injury (95% CI: 1.27–2.32), and 1.36 for those with non-occupational injury (95% CI: 1.07–1.65) compared with the no-injury group, after controlling for relevant covariates. Occupational injury was associated with higher odds of developing depression over time. WC as a source of medical payment was associated with 33% higher odds of developing depression (95% CI: 1.01–1.74). Part-time work, shorter job tenure, and long working hours were independently associated with post-injury depression risk.

Conclusions

Workers with occupational injury were more likely to become depressed than those with non-occupational injury. The psychosocial consequences of occupational injury, including depression, deserve further exploration to adequately support those injured at work. This finding also emphasizes a need for early intervention to reduce the burden of depression associated with occupational injury.
Appendix
Available only for authorised users
Literature
1.
go back to reference Kessler RC: The effects of stressful life events on depression. Annual Reviews in Psychology. 1997, 48 (1): 191-214. 10.1146/annurev.psych.48.1.191.CrossRef Kessler RC: The effects of stressful life events on depression. Annual Reviews in Psychology. 1997, 48 (1): 191-214. 10.1146/annurev.psych.48.1.191.CrossRef
2.
go back to reference Bonde J: Psychosocial factors at work and risk of depression: a systematic review of the epidemiological evidence. Br Med J. 2008, 65 (7): 438-445. Bonde J: Psychosocial factors at work and risk of depression: a systematic review of the epidemiological evidence. Br Med J. 2008, 65 (7): 438-445.
4.
go back to reference Stansfeld S, Head J, Marmot M: HSE Contract Research Report. Work-related Factors and Ill-health: The Whitehall II Study. 2000, Stansfeld S, Head J, Marmot M: HSE Contract Research Report. Work-related Factors and Ill-health: The Whitehall II Study. 2000,
5.
go back to reference Mason S, Wardrope J, Turpin G, Rowlands A: Outcomes after injury: a comparison of workplace and nonworkplace injury. J Trauma. 2002, 53 (1): 98-103. 10.1097/00005373-200207000-00019.CrossRefPubMed Mason S, Wardrope J, Turpin G, Rowlands A: Outcomes after injury: a comparison of workplace and nonworkplace injury. J Trauma. 2002, 53 (1): 98-103. 10.1097/00005373-200207000-00019.CrossRefPubMed
6.
go back to reference Keogh JP, Nuwayhid I, Gordon JL, Gucer PW: The impact of occupational injury on injured worker and family: outcomes of upper extremity cumulative trauma disorders in Maryland workers. Am J Ind Med. 2000, 38 (5): 498-506. 10.1002/1097-0274(200011)38:5<498::AID-AJIM2>3.0.CO;2-I.CrossRefPubMed Keogh JP, Nuwayhid I, Gordon JL, Gucer PW: The impact of occupational injury on injured worker and family: outcomes of upper extremity cumulative trauma disorders in Maryland workers. Am J Ind Med. 2000, 38 (5): 498-506. 10.1002/1097-0274(200011)38:5<498::AID-AJIM2>3.0.CO;2-I.CrossRefPubMed
7.
go back to reference Brown JA, Shannon HS, Mustard CA, McDonough P: Social and economic consequences of workplace injury: a population-based study of workers in British Columbia, Canada. Am J Ind Med. 2007, 50 (9): 633-645. 10.1002/ajim.20503.CrossRefPubMed Brown JA, Shannon HS, Mustard CA, McDonough P: Social and economic consequences of workplace injury: a population-based study of workers in British Columbia, Canada. Am J Ind Med. 2007, 50 (9): 633-645. 10.1002/ajim.20503.CrossRefPubMed
8.
go back to reference Boden LI, Biddle EA, Spieler EA: Social and economic impacts of workplace illness and injury: current and future directions for research. Am J Ind Med. 2001, 40 (4): 398-402. 10.1002/ajim.10013.CrossRefPubMed Boden LI, Biddle EA, Spieler EA: Social and economic impacts of workplace illness and injury: current and future directions for research. Am J Ind Med. 2001, 40 (4): 398-402. 10.1002/ajim.10013.CrossRefPubMed
9.
go back to reference Franche RL, Carnide N, Hogg-Johnson S, Cote P, Breslin FC, Bultmann U, Severin CN, Krause N: Course, diagnosis, and treatment of depressive symptomatology in workers following a workplace injury: a prospective cohort study. Can J Psychiatry. 2009, 54 (8): 534-546.PubMed Franche RL, Carnide N, Hogg-Johnson S, Cote P, Breslin FC, Bultmann U, Severin CN, Krause N: Course, diagnosis, and treatment of depressive symptomatology in workers following a workplace injury: a prospective cohort study. Can J Psychiatry. 2009, 54 (8): 534-546.PubMed
10.
go back to reference Ezzati-Rice T, Rohde F, Greenblatt J: Sample Design of the Medical Expenditure Panel Survey Household Component, 1998–2007. Methodology Report. 2008, Rockville, MD: Agency for Healthcare Research and Quality, No. 22. (March) Ezzati-Rice T, Rohde F, Greenblatt J: Sample Design of the Medical Expenditure Panel Survey Household Component, 1998–2007. Methodology Report. 2008, Rockville, MD: Agency for Healthcare Research and Quality, No. 22. (March)
11.
go back to reference Barell V, Aharonson-Daniel L, Fingerhut L, Mackenzie E, Ziv A, Boyko V, Abargel A, Avitzour M, Heruti R: An introduction to the Barell body region by nature of injury diagnosis matrix. Inj Prev. 2002, 8 (2): 91-96. 10.1136/ip.8.2.91.CrossRefPubMedPubMedCentral Barell V, Aharonson-Daniel L, Fingerhut L, Mackenzie E, Ziv A, Boyko V, Abargel A, Avitzour M, Heruti R: An introduction to the Barell body region by nature of injury diagnosis matrix. Inj Prev. 2002, 8 (2): 91-96. 10.1136/ip.8.2.91.CrossRefPubMedPubMedCentral
12.
go back to reference D'Hoore W, Bouckaert A, Tilquin C: Practical considerations on the use of the Charlson comorbidity index with administrative data bases. J Clin Epidemiol. 1996, 49 (12): 1429-1433. 10.1016/S0895-4356(96)00271-5.CrossRefPubMed D'Hoore W, Bouckaert A, Tilquin C: Practical considerations on the use of the Charlson comorbidity index with administrative data bases. J Clin Epidemiol. 1996, 49 (12): 1429-1433. 10.1016/S0895-4356(96)00271-5.CrossRefPubMed
13.
go back to reference Swaen GM, van Amelsvoort LP, Bultmann U, Slangen JJ, Kant IJ: Psychosocial work characteristics as risk factors for being injured in an occupational accident. J Occup Environ Med. 2004, 46 (6): 521-527. 10.1097/01.jom.0000128150.94272.12.CrossRefPubMed Swaen GM, van Amelsvoort LP, Bultmann U, Slangen JJ, Kant IJ: Psychosocial work characteristics as risk factors for being injured in an occupational accident. J Occup Environ Med. 2004, 46 (6): 521-527. 10.1097/01.jom.0000128150.94272.12.CrossRefPubMed
14.
go back to reference Willett J, Singer J: Discrete-time survival analysis. The sage handbook of quantitative methodology for the social sciences. Edited by: Kaplan D. 2004, Thousand Oaks, Calif: Sage, 199- Willett J, Singer J: Discrete-time survival analysis. The sage handbook of quantitative methodology for the social sciences. Edited by: Kaplan D. 2004, Thousand Oaks, Calif: Sage, 199-
15.
go back to reference Checkoway H, Pearce N, Kriebel D: Research methods in occupational epidemiology. 2004, USA: Oxford University PressCrossRef Checkoway H, Pearce N, Kriebel D: Research methods in occupational epidemiology. 2004, USA: Oxford University PressCrossRef
16.
go back to reference Cohen S, Ezzati-Rice T, Yu W: The impact of survey attrition on health insurance coverage estimates in a National Longitudinal Health Care Survey. Health Services and Outcomes Research Methodology. 2006, 6 (3): 111-125. 10.1007/s10742-006-0006-z.CrossRef Cohen S, Ezzati-Rice T, Yu W: The impact of survey attrition on health insurance coverage estimates in a National Longitudinal Health Care Survey. Health Services and Outcomes Research Methodology. 2006, 6 (3): 111-125. 10.1007/s10742-006-0006-z.CrossRef
17.
go back to reference Maes M, Mylle J, Delmeire L, Altamura C: Psychiatric morbidity and comorbidity following accidental man-made traumatic events: incidence and risk factors. Eur Arch Psychiatry Clin Neurosci. 2000, 250 (3): 156-162. 10.1007/s004060070034.CrossRefPubMed Maes M, Mylle J, Delmeire L, Altamura C: Psychiatric morbidity and comorbidity following accidental man-made traumatic events: incidence and risk factors. Eur Arch Psychiatry Clin Neurosci. 2000, 250 (3): 156-162. 10.1007/s004060070034.CrossRefPubMed
18.
go back to reference Zatzick D, Jurkovich G, Rivara F, Wang J, Fan M, Joesch J, Mackenzie E: A national US study of posttraumatic stress disorder, depression, and work and functional outcomes after hospitalization for traumatic injury. Ann Surg. 2008, 248 (3): 429-437.PubMed Zatzick D, Jurkovich G, Rivara F, Wang J, Fan M, Joesch J, Mackenzie E: A national US study of posttraumatic stress disorder, depression, and work and functional outcomes after hospitalization for traumatic injury. Ann Surg. 2008, 248 (3): 429-437.PubMed
19.
go back to reference Mason S, Turpin G, Woods D, Wardrope J, Rowlands A: Risk factors for psychological distress following injury. Br J Clin Psychol. 2006, 45 (2): 217-230. 10.1348/014466505X50158.CrossRefPubMed Mason S, Turpin G, Woods D, Wardrope J, Rowlands A: Risk factors for psychological distress following injury. Br J Clin Psychol. 2006, 45 (2): 217-230. 10.1348/014466505X50158.CrossRefPubMed
20.
go back to reference Bay E, Donders J: Risk factors for depressive symptoms after mild-to-moderate traumatic brain injury. Brain Inj. 2008, 22 (3): 233-241. 10.1080/02699050801953073.CrossRefPubMed Bay E, Donders J: Risk factors for depressive symptoms after mild-to-moderate traumatic brain injury. Brain Inj. 2008, 22 (3): 233-241. 10.1080/02699050801953073.CrossRefPubMed
21.
go back to reference Cubbin C, Smith GS: Socioeconomic inequalities in injury: criticial issues in design and analysis. Annual Reviews in Public Health. 2002, 23 (1): 349-375. 10.1146/annurev.publhealth.23.100901.140548.CrossRef Cubbin C, Smith GS: Socioeconomic inequalities in injury: criticial issues in design and analysis. Annual Reviews in Public Health. 2002, 23 (1): 349-375. 10.1146/annurev.publhealth.23.100901.140548.CrossRef
22.
go back to reference Oh JH, Shin EH: Inequalities in nonfatal work injury: the significance of race, human capital, and occupations. SocSciMed. 2003, 57 (11): 2173-2182. Oh JH, Shin EH: Inequalities in nonfatal work injury: the significance of race, human capital, and occupations. SocSciMed. 2003, 57 (11): 2173-2182.
23.
go back to reference Dawson S: Workers' compensation in Pennsylvania: the effects of delayed contested cases. J Health Soc Policy. 1994, 6 (1): 87-100.CrossRefPubMed Dawson S: Workers' compensation in Pennsylvania: the effects of delayed contested cases. J Health Soc Policy. 1994, 6 (1): 87-100.CrossRefPubMed
24.
go back to reference Dembe AE: The social consequences of occupational injuries and illnesses. Am J Ind Med. 2001, 40 (4): 403-417. 10.1002/ajim.1113.CrossRefPubMed Dembe AE: The social consequences of occupational injuries and illnesses. Am J Ind Med. 2001, 40 (4): 403-417. 10.1002/ajim.1113.CrossRefPubMed
25.
go back to reference Nyberg E, Stieglitz RD, Frommberger U, Berger M: Psychological disorders after severe occupational accidents. Versicherungsmedizin. 2003, 55 (2): 76-81.PubMed Nyberg E, Stieglitz RD, Frommberger U, Berger M: Psychological disorders after severe occupational accidents. Versicherungsmedizin. 2003, 55 (2): 76-81.PubMed
26.
go back to reference Kendler KS, Karkowski LM, Prescott CA: Causal relationship between stressful life events and the onset of major depression. Am J Psychiatry. 1999, 156 (6): 837-841.CrossRefPubMed Kendler KS, Karkowski LM, Prescott CA: Causal relationship between stressful life events and the onset of major depression. Am J Psychiatry. 1999, 156 (6): 837-841.CrossRefPubMed
27.
go back to reference Butcher F: Aftermath: using research to understand the social and economic consequences of workplace injury and illness. Social Policy Journal of New Zealand. 2004, Dec, 23: 181-194. Butcher F: Aftermath: using research to understand the social and economic consequences of workplace injury and illness. Social Policy Journal of New Zealand. 2004, Dec, 23: 181-194.
28.
go back to reference Keller SD: Quantifying social consequences of occupational injuries and illnesses: state of the art and research agenda. Am J Ind Med. 2001, 40 (4): 438-451. 10.1002/ajim.10004.CrossRefPubMed Keller SD: Quantifying social consequences of occupational injuries and illnesses: state of the art and research agenda. Am J Ind Med. 2001, 40 (4): 438-451. 10.1002/ajim.10004.CrossRefPubMed
29.
go back to reference Strunin L, Boden LI: Family consequences of chronic back pain. Soc Sci Med. 2004, 58 (7): 1385-1393. 10.1016/S0277-9536(03)00333-2.CrossRefPubMed Strunin L, Boden LI: Family consequences of chronic back pain. Soc Sci Med. 2004, 58 (7): 1385-1393. 10.1016/S0277-9536(03)00333-2.CrossRefPubMed
30.
go back to reference Morse TF, Dillon C, Warren N, Levenstein C, Warren A: The economic and social consequences of work-related musculoskeletal disorders: the Connecticut Upper-Extremity Surveillance Project (CUSP). Int J Occup Environ Health. 1998, 4 (4): 209-216.CrossRefPubMed Morse TF, Dillon C, Warren N, Levenstein C, Warren A: The economic and social consequences of work-related musculoskeletal disorders: the Connecticut Upper-Extremity Surveillance Project (CUSP). Int J Occup Environ Health. 1998, 4 (4): 209-216.CrossRefPubMed
31.
go back to reference Pransky G, Benjamin K, Hill-Fotouhi C, Himmelstein J, Fletcher KE, Katz JN, Johnson WG: Outcomes in work-related upper extremity and low back injuries: results of a retrospective study. Am J Ind Med. 2000, 37 (4): 400-409. 10.1002/(SICI)1097-0274(200004)37:4<400::AID-AJIM10>3.0.CO;2-C.CrossRefPubMed Pransky G, Benjamin K, Hill-Fotouhi C, Himmelstein J, Fletcher KE, Katz JN, Johnson WG: Outcomes in work-related upper extremity and low back injuries: results of a retrospective study. Am J Ind Med. 2000, 37 (4): 400-409. 10.1002/(SICI)1097-0274(200004)37:4<400::AID-AJIM10>3.0.CO;2-C.CrossRefPubMed
32.
go back to reference Rudolph L, Dervin K, Cheadle A, Maizlish N, Wickizer T: What do injured workers think about their medical care and outcomes after work injury?. J Occup Environ Med. 2002, 44 (5): 425-434. 10.1097/00043764-200205000-00011.CrossRefPubMed Rudolph L, Dervin K, Cheadle A, Maizlish N, Wickizer T: What do injured workers think about their medical care and outcomes after work injury?. J Occup Environ Med. 2002, 44 (5): 425-434. 10.1097/00043764-200205000-00011.CrossRefPubMed
33.
go back to reference Zimmerman FJ, Christakis DA, Vander Stoep A: Tinker, tailor, soldier, patient: work attributes and depression disparities among young adults. SocSciMed. 2004, 58 (10): 1889-1901. Zimmerman FJ, Christakis DA, Vander Stoep A: Tinker, tailor, soldier, patient: work attributes and depression disparities among young adults. SocSciMed. 2004, 58 (10): 1889-1901.
34.
go back to reference Kleppa E, Sanne B, Tell G: Working overtime is associated with anxiety and depression: the Hordaland health study. J Occup Environ Med. 2008, 50 (6): 658-666. 10.1097/JOM.0b013e3181734330.CrossRefPubMed Kleppa E, Sanne B, Tell G: Working overtime is associated with anxiety and depression: the Hordaland health study. J Occup Environ Med. 2008, 50 (6): 658-666. 10.1097/JOM.0b013e3181734330.CrossRefPubMed
Metadata
Title
Depression as a psychosocial consequence of occupational injury in the US working population: findings from the medical expenditure panel survey
Author
Jaeyoung Kim
Publication date
01-12-2013
Publisher
BioMed Central
Published in
BMC Public Health / Issue 1/2013
Electronic ISSN: 1471-2458
DOI
https://doi.org/10.1186/1471-2458-13-303

Other articles of this Issue 1/2013

BMC Public Health 1/2013 Go to the issue