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Published in: International Archives of Occupational and Environmental Health 8/2010

01-12-2010 | Original Article

Associations between psychological distress, workplace accidents, workplace failures and workplace successes

Authors: Michael F. Hilton, Harvey A. Whiteford

Published in: International Archives of Occupational and Environmental Health | Issue 8/2010

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Abstract

Purpose

This study investigates associations between psychological distress and workplace accidents, workplace failures and workplace successes.

Methods

The Health and Work Performance Questionnaire (HPQ) was distributed to employees of 58 large employers. A total of 60,556 full-time employees were eligible for analysis. The HPQ probed whether the respondent had, in the past 30-days, a workplace accident, success or failure (“yes” or “no”). Psychological distress was quantified using the Kessler 6 (K6) scale and categorised into low, moderate and high psychological distress. Three binomial logistic regressions were performed with the dependent variables being workplace accident, success or failure. Covariates in the models were K6 category, gender, age, marital status, education level, job category, physical health and employment sector.

Results

Accounting for all other variables, moderate and high psychological distress significantly (P < 0.0001) increased the odds ratio (OR) for a workplace accident to 1.4 for both levels of distress. Moderate and high psychological distress significantly (P < 0.0001) increased the OR (OR = 2.3 and 2.6, respectively) for a workplace failure and significantly (P < 0.0001) decreased the OR for a workplace success (OR = 0.8 and 0.7, respectively).

Conclusions

Moderate and high psychological distress increase the OR’s for workplace accidents work failures and decrease the OR of workplace successes at similar levels. As the prevalence of moderate psychological distress is approximately double that of high psychological distress moderate distress consequentially has a greater workplace impact.
Literature
go back to reference Andrews G, Slade T (2001) Interpreting scores on the Kessler psychological distress scale (K10). Aust N Z J Public Health 25:494–497CrossRef Andrews G, Slade T (2001) Interpreting scores on the Kessler psychological distress scale (K10). Aust N Z J Public Health 25:494–497CrossRef
go back to reference Australian Bureau of Statistics (2009) National survey of mental health and wellbeing: summary of results, 2007 (Report. No. 4326.0). Australian Bureau of Statistics, Canberra Australian Bureau of Statistics (2009) National survey of mental health and wellbeing: summary of results, 2007 (Report. No. 4326.0). Australian Bureau of Statistics, Canberra
go back to reference Australian Bureau of Statistics (2006) Work-related injuries, Australia, 2005–06 (Report. No. 6324.0). Australian Bureau of Statistics, Canberra Australian Bureau of Statistics (2006) Work-related injuries, Australia, 2005–06 (Report. No. 6324.0). Australian Bureau of Statistics, Canberra
go back to reference Cleary CM, Hilton MF, Sheridan J, Whiteford HA (2008) Corporate barriers preventing the initiation of mental health programs. J Occup Health Saf—Aust NZ 24:507–517 Cleary CM, Hilton MF, Sheridan J, Whiteford HA (2008) Corporate barriers preventing the initiation of mental health programs. J Occup Health Saf—Aust NZ 24:507–517
go back to reference Edington DW, Yen LT, Witting P (1997) The financial impact of changes in personal health practices. J Occup Environ Med 39:1037–1046CrossRef Edington DW, Yen LT, Witting P (1997) The financial impact of changes in personal health practices. J Occup Environ Med 39:1037–1046CrossRef
go back to reference Eyers K, Brodaty H, Roy K, Parker G, Boyce P, Wilhelm K, Hickie I, Mitchell P (1994) Patient satisfaction with a mood disorders unit: elements and components. Aust N Z J Psychiatry 28:279–287CrossRef Eyers K, Brodaty H, Roy K, Parker G, Boyce P, Wilhelm K, Hickie I, Mitchell P (1994) Patient satisfaction with a mood disorders unit: elements and components. Aust N Z J Psychiatry 28:279–287CrossRef
go back to reference Furukawa TA, Kessler RC, Slade T, Andrews G (2003) The performance of the K6 and K10 screening scales for psychological distress in the Australian National Survey of Mental Health and Well-Being. Psychol Med 33:357–362CrossRef Furukawa TA, Kessler RC, Slade T, Andrews G (2003) The performance of the K6 and K10 screening scales for psychological distress in the Australian National Survey of Mental Health and Well-Being. Psychol Med 33:357–362CrossRef
go back to reference Gist ME, Mitchell TR (1992) Self-efficacy: a theoretical analysis of its determinants and malleability. Acad Manag Rev 17:183–211CrossRef Gist ME, Mitchell TR (1992) Self-efficacy: a theoretical analysis of its determinants and malleability. Acad Manag Rev 17:183–211CrossRef
go back to reference Halabi S, Zurayk H, Awaida R, Darwish M, Saab B (1992) Reliability and validity of self and proxy reporting of morbidity data: a case study from Beirut, Lebanon. Int J Epidemiol 21:607–612CrossRef Halabi S, Zurayk H, Awaida R, Darwish M, Saab B (1992) Reliability and validity of self and proxy reporting of morbidity data: a case study from Beirut, Lebanon. Int J Epidemiol 21:607–612CrossRef
go back to reference Hammar A, Lund A, Hugdahl K (2003) Selective impairment in effortful information processing in major depression. J Int Neuropsychol Soc 9:954–959CrossRef Hammar A, Lund A, Hugdahl K (2003) Selective impairment in effortful information processing in major depression. J Int Neuropsychol Soc 9:954–959CrossRef
go back to reference Haslam C, Atkinson S, Brown SS, Haslam RA (2005) Anxiety and depression in the workplace: effects on the individual and organisation (a focus group investigation). J Affect Disord 88:209–215CrossRef Haslam C, Atkinson S, Brown SS, Haslam RA (2005) Anxiety and depression in the workplace: effects on the individual and organisation (a focus group investigation). J Affect Disord 88:209–215CrossRef
go back to reference Heliovaara M, Aromaa A, Klaukka T, Knekt P, Joukamaa M, Impivaara O (1993) Reliability and validity of interview data on chronic diseases. The Mini-Finland Health Survey. J Clin Epidemiol 46:181–191CrossRef Heliovaara M, Aromaa A, Klaukka T, Knekt P, Joukamaa M, Impivaara O (1993) Reliability and validity of interview data on chronic diseases. The Mini-Finland Health Survey. J Clin Epidemiol 46:181–191CrossRef
go back to reference Hilton MF, Scuffham PA, Sheridan J, Cleary CM, Whiteford HA (2008a) Mental Ill-health and the differential effect of employee type on absenteeism and presenteeism. J Occup Environ Med 50:1228–1243CrossRef Hilton MF, Scuffham PA, Sheridan J, Cleary CM, Whiteford HA (2008a) Mental Ill-health and the differential effect of employee type on absenteeism and presenteeism. J Occup Environ Med 50:1228–1243CrossRef
go back to reference Hilton MF, Whiteford HA, Sheridan JS, Cleary CM, Chant DC, Wang PS, Kessler RC (2008b) The prevalence of psychological distress in employees and associated occupational risk factors. J Occup Environ Med 50:746–757CrossRef Hilton MF, Whiteford HA, Sheridan JS, Cleary CM, Chant DC, Wang PS, Kessler RC (2008b) The prevalence of psychological distress in employees and associated occupational risk factors. J Occup Environ Med 50:746–757CrossRef
go back to reference Hilton MF, Staddon Z, Sheridan J, Whiteford HA (2009) The impact of mental health symptoms on heavy goods vehicle drivers’ performance. Accid Anal Prev 41:453–461CrossRef Hilton MF, Staddon Z, Sheridan J, Whiteford HA (2009) The impact of mental health symptoms on heavy goods vehicle drivers’ performance. Accid Anal Prev 41:453–461CrossRef
go back to reference Hom PW, Griffeth RW (1991) Structural equations modeling test of turnover theory: Cross-sectional and longitudinal analyses. J Appl Psychol 76:350–366CrossRef Hom PW, Griffeth RW (1991) Structural equations modeling test of turnover theory: Cross-sectional and longitudinal analyses. J Appl Psychol 76:350–366CrossRef
go back to reference Johnston JJ (1995) Occupational injury and stress. J Occup Environ Med 37:1199–1203CrossRef Johnston JJ (1995) Occupational injury and stress. J Occup Environ Med 37:1199–1203CrossRef
go back to reference Kessler RC, Andrews G, Colpe LJ, Hiripi E, Mroczek DK, Normand SL, Walters EE, Zaslavsky AM (2002) Short screening scales to monitor population prevalences and trends in non-specific psychological distress. Psychol Med 32:959–976CrossRef Kessler RC, Andrews G, Colpe LJ, Hiripi E, Mroczek DK, Normand SL, Walters EE, Zaslavsky AM (2002) Short screening scales to monitor population prevalences and trends in non-specific psychological distress. Psychol Med 32:959–976CrossRef
go back to reference Kessler RC, Barber C, Beck A, Berglund P, Cleary PD, McKenas D, Pronk N, Simon G, Stang P, Ustun TB, Wang P (2003a) The world health organization health and work performance questionnaire (HPQ). J Occup Environ Med 45:156–174CrossRef Kessler RC, Barber C, Beck A, Berglund P, Cleary PD, McKenas D, Pronk N, Simon G, Stang P, Ustun TB, Wang P (2003a) The world health organization health and work performance questionnaire (HPQ). J Occup Environ Med 45:156–174CrossRef
go back to reference Kessler RC, Barker PR, Colpe LJ, Epstein JF, Gfroerer JC, Hiripi E, Howes MJ, Normand SL, Manderscheid RW, Walters EE, Zaslavsky AM (2003b) Screening for serious mental illness in the general population. Arch Gen Psychiatry 60:184–189CrossRef Kessler RC, Barker PR, Colpe LJ, Epstein JF, Gfroerer JC, Hiripi E, Howes MJ, Normand SL, Manderscheid RW, Walters EE, Zaslavsky AM (2003b) Screening for serious mental illness in the general population. Arch Gen Psychiatry 60:184–189CrossRef
go back to reference Kessler RC, Ames M, Hymel PA, Loeppke R, McKenas DK, Richling DE, Stang PE, Ustun TB (2004) Using the world health organization health and work performance questionnaire (HPQ) to evaluate the indirect workplace costs of illness. J Occup Environ Med 46:S23–S37CrossRef Kessler RC, Ames M, Hymel PA, Loeppke R, McKenas DK, Richling DE, Stang PE, Ustun TB (2004) Using the world health organization health and work performance questionnaire (HPQ) to evaluate the indirect workplace costs of illness. J Occup Environ Med 46:S23–S37CrossRef
go back to reference Kim J (2008) Psychological distress and occupational injury: findings from the National Health Interview Survey 2000–2003. J Prev Med Public Health 41:200–207CrossRef Kim J (2008) Psychological distress and occupational injury: findings from the National Health Interview Survey 2000–2003. J Prev Med Public Health 41:200–207CrossRef
go back to reference Klerman GL, Weissman MM (1992) The course, morbidity, and costs of depression. Arch Gen Psychiatry 49:831–834 Klerman GL, Weissman MM (1992) The course, morbidity, and costs of depression. Arch Gen Psychiatry 49:831–834
go back to reference Kriegsman DM, Penninx BW, van Eijk JT, Boeke AJ, Deeg DJ (1996) Self-reports and general practitioner information on the presence of chronic diseases in community dwelling elderly. A study on the accuracy of patients’ self-reports and on determinants of inaccuracy. J Clin Epidemiol 49:1407–1417CrossRef Kriegsman DM, Penninx BW, van Eijk JT, Boeke AJ, Deeg DJ (1996) Self-reports and general practitioner information on the presence of chronic diseases in community dwelling elderly. A study on the accuracy of patients’ self-reports and on determinants of inaccuracy. J Clin Epidemiol 49:1407–1417CrossRef
go back to reference Lerner D, Adler DA, Chang H, Berndt ER, Irish JT, Lapitsky L, Hood MY, Reed J, Rogers WH (2004a) The clinical and occupational correlates of work productivity loss among employed patients with depression. J Occup Environ Med 46:S46–S55CrossRef Lerner D, Adler DA, Chang H, Berndt ER, Irish JT, Lapitsky L, Hood MY, Reed J, Rogers WH (2004a) The clinical and occupational correlates of work productivity loss among employed patients with depression. J Occup Environ Med 46:S46–S55CrossRef
go back to reference Lerner D, Adler DA, Chang H, Lapitsky L, Hood MY, Perissinotto C, Reed J, McLaughlin TJ, Berndt ER, Rodgers WH (2004b) Unemployment, job retention, and productivity loss among employees with depression. Psychiatr Serv 55:1371–1378CrossRef Lerner D, Adler DA, Chang H, Lapitsky L, Hood MY, Perissinotto C, Reed J, McLaughlin TJ, Berndt ER, Rodgers WH (2004b) Unemployment, job retention, and productivity loss among employees with depression. Psychiatr Serv 55:1371–1378CrossRef
go back to reference Merikangas KR, Ames M, Cui L, Stang PE, Bedirhan Ustun T, Von Korff M, Kessler RC (2007) The associations of mental and physical conditions with role disability in the US adult household population. Arch Gen Psychiatry 64:1180–1188CrossRef Merikangas KR, Ames M, Cui L, Stang PE, Bedirhan Ustun T, Von Korff M, Kessler RC (2007) The associations of mental and physical conditions with role disability in the US adult household population. Arch Gen Psychiatry 64:1180–1188CrossRef
go back to reference Mobley WH, Griffeth RW, Hand HH, Meglino BM (1979) Review and conceptual analysis of the employee turnover process. Psychol Bull 86:493–552CrossRef Mobley WH, Griffeth RW, Hand HH, Meglino BM (1979) Review and conceptual analysis of the employee turnover process. Psychol Bull 86:493–552CrossRef
go back to reference Munir F, Yarker J, Haslam C, Long H, Leka S, Griffiths A, Cox S (2007) Work factors related to psychological and health-related distress among employees with chronic illnesses. J Occup Rehabil 17:259–277CrossRef Munir F, Yarker J, Haslam C, Long H, Leka S, Griffiths A, Cox S (2007) Work factors related to psychological and health-related distress among employees with chronic illnesses. J Occup Rehabil 17:259–277CrossRef
go back to reference Murata K, Kawakami N, Amari N (2000) Does job stress affect injury due to labor accident in Japanese male and female blue-collar workers? Ind Health 38:246–251CrossRef Murata K, Kawakami N, Amari N (2000) Does job stress affect injury due to labor accident in Japanese male and female blue-collar workers? Ind Health 38:246–251CrossRef
go back to reference Nakata A, Ikeda T, Takahashi M, Haratani T, Hojou M, Fujioka Y, Swanson NG, Araki S (2006) Impact of psychosocial job stress on non-fatal occupational injuries in small and medium-sized manufacturing enterprises. Am J Ind Med 49:658–669CrossRef Nakata A, Ikeda T, Takahashi M, Haratani T, Hojou M, Fujioka Y, Swanson NG, Araki S (2006) Impact of psychosocial job stress on non-fatal occupational injuries in small and medium-sized manufacturing enterprises. Am J Ind Med 49:658–669CrossRef
go back to reference Peele PB, Tollerud DJ (2005) Depression and occupational injury: results of a pilot investigation. J Occup Environ Med 47:424–427CrossRef Peele PB, Tollerud DJ (2005) Depression and occupational injury: results of a pilot investigation. J Occup Environ Med 47:424–427CrossRef
go back to reference Petty MM, McGee GW, Cavender JW (1984) A meta analysis of the relationships between individual job satisfaction and individual performance. Acad Manag Rev 9:712–721CrossRef Petty MM, McGee GW, Cavender JW (1984) A meta analysis of the relationships between individual job satisfaction and individual performance. Acad Manag Rev 9:712–721CrossRef
go back to reference Purcell R, Maruff P, Kyrios M, Pantelis C (1997) Neuropsychological function in young patients with unipolar major depression. Psychol Med 27:1277–1285CrossRef Purcell R, Maruff P, Kyrios M, Pantelis C (1997) Neuropsychological function in young patients with unipolar major depression. Psychol Med 27:1277–1285CrossRef
go back to reference Ryder R (1999) Implementation strategies and applications for health risk appraisals. In: Hyner GC, Peterson KW, Travis JW et al (eds) SPM handbook of health assessment tools. Society for prospective Medicine and the Institute for Health and Productivity Management, Pittsburgh, pp 179–184 Ryder R (1999) Implementation strategies and applications for health risk appraisals. In: Hyner GC, Peterson KW, Travis JW et al (eds) SPM handbook of health assessment tools. Society for prospective Medicine and the Institute for Health and Productivity Management, Pittsburgh, pp 179–184
go back to reference Sabbe B, Hulstijn W, van Hoof J, Tuynman-Qua HG, Zitman F (1999) Retardation in depression: assessment by means of simple motor tasks. J Affect Disord 55:39–44CrossRef Sabbe B, Hulstijn W, van Hoof J, Tuynman-Qua HG, Zitman F (1999) Retardation in depression: assessment by means of simple motor tasks. J Affect Disord 55:39–44CrossRef
go back to reference Salminen S, Kivimaki M, Elovainio M, Vahtera J (2003) Stress factors predicting injuries of hospital personnel. Am J Ind Med 44:32–36CrossRef Salminen S, Kivimaki M, Elovainio M, Vahtera J (2003) Stress factors predicting injuries of hospital personnel. Am J Ind Med 44:32–36CrossRef
go back to reference Sanderson K, Andrews G (2006) Common mental disorders in the workforce: recent findings from descriptive and social epidemiology. Can J Psychiatry 51:63–75 Sanderson K, Andrews G (2006) Common mental disorders in the workforce: recent findings from descriptive and social epidemiology. Can J Psychiatry 51:63–75
go back to reference Schneider B, Bowen DE (1985) Employee and customer perceptions of service in banks: replication and extension. J Appl Psychol 70:423–433CrossRef Schneider B, Bowen DE (1985) Employee and customer perceptions of service in banks: replication and extension. J Appl Psychol 70:423–433CrossRef
go back to reference Sigmon ST, Rohan KJ, Dorhofer D, Hotovy LA, Trask PC, Boulard N (1997) Effects of consent form information on self-disclosure. Ethics Behav 7:299–310CrossRef Sigmon ST, Rohan KJ, Dorhofer D, Hotovy LA, Trask PC, Boulard N (1997) Effects of consent form information on self-disclosure. Ethics Behav 7:299–310CrossRef
go back to reference Stajkovic AD, Luthans F (1998) Self-efficacy and work related performance: a meta-analysis. Psychol Bull 124:240–261CrossRef Stajkovic AD, Luthans F (1998) Self-efficacy and work related performance: a meta-analysis. Psychol Bull 124:240–261CrossRef
go back to reference Stanton AL, Burker EJ, Kershaw D (1991) Effects of researcher follow-up of distressed subjects: tradeoff between validity and ethical responsibility. Ethics Behav 1:105–112CrossRef Stanton AL, Burker EJ, Kershaw D (1991) Effects of researcher follow-up of distressed subjects: tradeoff between validity and ethical responsibility. Ethics Behav 1:105–112CrossRef
go back to reference Suzuki K, Ohida T, Kaneita Y, Yokoyama E, Miyake T, Harano S, Yagi Y, Ibuka E, Kaneko A, Tsutsui T, Uchiyama M (2004) Mental health status, shift work, and occupational accidents among hospital nurses in Japan. J Occup Health 46:448–454CrossRef Suzuki K, Ohida T, Kaneita Y, Yokoyama E, Miyake T, Harano S, Yagi Y, Ibuka E, Kaneko A, Tsutsui T, Uchiyama M (2004) Mental health status, shift work, and occupational accidents among hospital nurses in Japan. J Occup Health 46:448–454CrossRef
go back to reference Swaen GM, van Amelsvoort LP, Bultmann U, Slangen JJ, Kant IJ (2004) Psychosocial work characteristics as risk factors for being injured in an occupational accident. J Occup Environ Med 46:521–527CrossRef Swaen GM, van Amelsvoort LP, Bultmann U, Slangen JJ, Kant IJ (2004) Psychosocial work characteristics as risk factors for being injured in an occupational accident. J Occup Environ Med 46:521–527CrossRef
go back to reference Trimpop R, Kirkcaldy B, Athansou J, Cooper C (2010) Individual differences in working hours, work perceptions and accident rates in vetinary surgeries. Work Stress 14:181–188 Trimpop R, Kirkcaldy B, Athansou J, Cooper C (2010) Individual differences in working hours, work perceptions and accident rates in vetinary surgeries. Work Stress 14:181–188
go back to reference Wang PS, Beck AL, McKenas DK, Meneades LM, Pronk NP, Saylor JS, Simon GE, Walters EE, Kessler RC (2002) Effects of efforts to increase response rates on a workplace chronic condition screening survey. Med Care 40:752–760CrossRef Wang PS, Beck AL, McKenas DK, Meneades LM, Pronk NP, Saylor JS, Simon GE, Walters EE, Kessler RC (2002) Effects of efforts to increase response rates on a workplace chronic condition screening survey. Med Care 40:752–760CrossRef
go back to reference Wang PS, Beck A, Berglund P, Leutzinger JA, Pronk N, Richling D, Schenk TW, Simon G, Stang P, Ustun TB, Kessler RC (2003) Chronic medical conditions and work performance in the health and work performance questionnaire calibration surveys. J Occup Environ Med 45:1303–1311CrossRef Wang PS, Beck A, Berglund P, Leutzinger JA, Pronk N, Richling D, Schenk TW, Simon G, Stang P, Ustun TB, Kessler RC (2003) Chronic medical conditions and work performance in the health and work performance questionnaire calibration surveys. J Occup Environ Med 45:1303–1311CrossRef
go back to reference Wang PS, Simon GE, Avorn J, Azocar F, Ludman EJ, McCulloch J, Petukhova MZ, Kessler RC (2007) Telephone screening, outreach, and care management for depressed workers and impact on clinical and work productivity outcomes—a randomized controlled trial. JAMA 298:1401–1411CrossRef Wang PS, Simon GE, Avorn J, Azocar F, Ludman EJ, McCulloch J, Petukhova MZ, Kessler RC (2007) Telephone screening, outreach, and care management for depressed workers and impact on clinical and work productivity outcomes—a randomized controlled trial. JAMA 298:1401–1411CrossRef
go back to reference Yen LT, Edington DW, Witting P (1994) Corporate medical claim cost distributions and factors associated with high-cost status. J Occup Med 36:505–515 Yen LT, Edington DW, Witting P (1994) Corporate medical claim cost distributions and factors associated with high-cost status. J Occup Med 36:505–515
Metadata
Title
Associations between psychological distress, workplace accidents, workplace failures and workplace successes
Authors
Michael F. Hilton
Harvey A. Whiteford
Publication date
01-12-2010
Publisher
Springer-Verlag
Published in
International Archives of Occupational and Environmental Health / Issue 8/2010
Print ISSN: 0340-0131
Electronic ISSN: 1432-1246
DOI
https://doi.org/10.1007/s00420-010-0555-x

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