메뉴 건너뛰기




Volumn 56, Issue 8, 2014, Pages 794-801

The longitudinal prediction of costs due to health care uptake and productivity losses in a cohort of employees with and without depression or anxiety

Author keywords

[No Author keywords available]

Indexed keywords

ADULT; AGED; ANXIETY DISORDER; ARTICLE; COHORT ANALYSIS; CONTROLLED STUDY; DEMOGRAPHY; DEPRESSION; DISEASE SEVERITY; DSM-IV; EMPLOYEE; FEMALE; GENERALIZED ANXIETY DISORDER; HEALTH CARE COST; HUMAN; LONGITUDINAL STUDY; MAJOR CLINICAL STUDY; MAJOR DEPRESSION; MALE; NETHERLANDS; OUTCOME ASSESSMENT; PANIC; PREDICTOR VARIABLE; PRODUCTIVITY; SOCIAL PHOBIA; SOCIAL STATUS; WORK ENVIRONMENT; ABSENTEEISM; ADOLESCENT; COMPARATIVE STUDY; ECONOMICS; HEALTH SERVICE; MIDDLE AGED; OCCUPATIONAL HEALTH; ORGANIZATION AND MANAGEMENT; STATISTICS AND NUMERICAL DATA; TRENDS; UTILIZATION; YOUNG ADULT;

EID: 84905915414     PISSN: 10762752     EISSN: 15365948     Source Type: Journal    
DOI: 10.1097/JOM.0000000000000234     Document Type: Article
Times cited : (8)

References (62)
  • 2
    • 4544300320 scopus 로고    scopus 로고
    • Prevalence of mental disorders in Europe: Results from the European Study of the Epidemiology of Mental Disorders (ESEMeD) project
    • Alonso J, Angermeyer MC, Bernert S, et al. Prevalence of mental disorders in Europe: results from the European Study of the Epidemiology of Mental Disorders (ESEMeD) project. Acta Psychiatr Scand. 2004;109:21-27.
    • (2004) Acta Psychiatr Scand. , vol.109 , pp. 21-27
    • Alonso, J.1    Angermeyer, M.C.2    Bernert, S.3
  • 3
    • 1642389164 scopus 로고    scopus 로고
    • Prevalence and incidence studies of mood disorders: A systematic review of the literature
    • Waraich P, Goldner EM, Somers JM, Hsu L. Prevalence and incidence studies of mood disorders: a systematic review of the literature. Can J Psychiatry. 2004;49:124-138. (Pubitemid 38387422)
    • (2004) Canadian Journal of Psychiatry , vol.49 , Issue.2 , pp. 124-138
    • Waraich, P.1    Goldner, E.M.2    Somers, J.M.3    Hsu, L.4
  • 4
    • 33745477827 scopus 로고    scopus 로고
    • Mental health and related disability among workers: A population-based study
    • DOI 10.1002/ajim.20319
    • Wang JL, Adair CE, Patten SB. Mental health and related disability among workers: a population-based study. Am J Ind Med. 2006;49:514-522. (Pubitemid 43955610)
    • (2006) American Journal of Industrial Medicine , vol.49 , Issue.7 , pp. 514-522
    • Wang, J.1    Adair, C.E.2    Patten, S.B.3
  • 5
    • 84859618418 scopus 로고    scopus 로고
    • Organisation for Economic Co-operation and Development Paris, France: OECD Publishing
    • Organisation for Economic Co-operation and Development. Sick on the Job? Myths and Realities About Mental Health and Work. Paris, France: OECD Publishing; 2012.
    • (2012) Sick on the Job? Myths and Realities about Mental Health and Work
  • 6
    • 0031735431 scopus 로고    scopus 로고
    • Prevalence of psychiatric disorder in the general population: Results of the Netherlands Mental Health Survey and Incidence Study (NEMESIS)
    • DOI 10.1007/s001270050098
    • Bijl RV, Ravelli A, van Zessen G. Prevalence of psychiatric disorders in the general population: results of the Netherlands Mental Health Survey and Incidence Study (NEMESIS). Soc Psychiatry Psychiatr Epidemiol. 1998;33: 587-595. (Pubitemid 28528860)
    • (1998) Social Psychiatry and Psychiatric Epidemiology , vol.33 , Issue.12 , pp. 587-595
    • Bijl, R.V.1    Ravelli, A.2    Van Zessen, G.3
  • 10
    • 0033922316 scopus 로고    scopus 로고
    • Healthy workplace indicators: Costing reasons for sickness absence within the UK National Health Service
    • Verow P, Hargreaves C. Healthy workplace indicators: costing reasons for sickness absence within the UK National Health Service. Occup Med (Lond). 2000;50:251-257. (Pubitemid 30428098)
    • (2000) Occupational Medicine , vol.50 , Issue.4 , pp. 251-257
    • Verow, P.1    Hargreaves, C.2
  • 11
    • 2642532767 scopus 로고    scopus 로고
    • Utilising survey data to inform public policy: Comparison of the cost-effectiveness of treatment of ten mental disorders
    • DOI 10.1192/bjp.184.6.526
    • Andrews G, Issakidis C, Sanderson K, Corry J, Lapsley H. Utilising survey data to inform public policy: comparison of the cost-effectiveness of treatment of ten mental disorders. BJP. 2004;184:526-533. (Pubitemid 38725713)
    • (2004) British Journal of Psychiatry , vol.184 , Issue.JUNE , pp. 526-533
    • Andrews, G.1    Issakidis, C.2    Sanderson, K.3    Corry, J.4    Lapsley, H.5
  • 12
    • 17144398877 scopus 로고    scopus 로고
    • The economic burden of depression in the US: Societal and patient perspectives
    • DOI 10.1517/14656566.6.3.369
    • Greenberg PE, Birnbaum HG. The economic burden of depression in the US: societal and patient perspectives. Expert Opin Pharmacother. 2005;6: 369-376. (Pubitemid 40521074)
    • (2005) Expert Opinion on Pharmacotherapy , vol.6 , Issue.3 , pp. 369-376
    • Greenberg, P.E.1    Birnbaum, H.G.2
  • 17
    • 0037688962 scopus 로고    scopus 로고
    • Psychiatric symptoms, impaired function, and medical care costs in an HMO setting
    • DOI 10.1016/S0163-8343(03)00018-5
    • Hunkeler EM, Spector WD, Fireman B, Rice DP, Weisner C. Psychiatric symptoms, impaired function, and medical care costs in an HMO setting. Gen Hosp Psychiatry. 2003;25:178-184. (Pubitemid 36555609)
    • (2003) General Hospital Psychiatry , vol.25 , Issue.3 , pp. 178-184
    • Hunkeler, E.M.1    Spector, W.D.2    Fireman, B.3    Rice, D.P.4    Weisner, C.5
  • 18
    • 7444244292 scopus 로고    scopus 로고
    • Economic evidence in affective disorders: A review
    • Löthgren M. Economic evidence in affective disorders: a review. Eur J Health Econom. 2004;5(suppl 1):S20-S24.
    • (2004) Eur J Health Econom. , vol.5 , Issue.SUPPL. 1
    • Löthgren, M.1
  • 19
  • 21
    • 17144389905 scopus 로고    scopus 로고
    • Long term sickness absence is caused by common conditions and needs managing
    • Henderson M, Glozier N, Elliott KH. Long term sickness absence is caused by common conditions and needs managing. BMJ. 2005;330:802-803.
    • (2005) BMJ. , vol.330 , pp. 802-803
    • Henderson, M.1    Glozier, N.2    Elliott, K.H.3
  • 22
    • 42049091447 scopus 로고    scopus 로고
    • What does research tell us about depression, job performance, and work productivity?
    • DOI 10.1097/JOM.0b013e31816bae50, PII 0004376420080400000005
    • Lerner D, Henke RD. What does research tell us about depression, job performance, and work productivity? J Occup Environ Med. 2008;50:401-410. (Pubitemid 351521615)
    • (2008) Journal of Occupational and Environmental Medicine , vol.50 , Issue.4 , pp. 401-410
    • Lerner, D.1    Henke, R.M.2
  • 23
    • 0000684548 scopus 로고    scopus 로고
    • Lost productivity among full-time workers with mental disorders
    • Lim D, Sanderson K, Andrews G. Lost productivity among full-time workers with mental disorders. J Mental Health Policy Econ. 2000;3:139-146.
    • (2000) J Mental Health Policy Econ. , vol.3 , pp. 139-146
    • Lim, D.1    Sanderson, K.2    Andrews, G.3
  • 24
    • 0030759768 scopus 로고    scopus 로고
    • The impact of psychiatric disorders on work loss days
    • DOI 10.1017/S0033291797004807
    • Kessler RC, Frank RG. The impact of psychiatric disorders on work loss days. Psychol Med. 1997;27:861-873. (Pubitemid 27332173)
    • (1997) Psychological Medicine , vol.27 , Issue.4 , pp. 861-873
    • Kessler, R.C.1    Frank, R.G.2
  • 27
    • 0346622392 scopus 로고    scopus 로고
    • Cost of depression among adults in England in 2000
    • DOI 10.1192/bjp.183.6.514
    • Thomas CM, Morris S. Cost of depression among adults in England in 2000. Br J Psychiatry. 2003;183:514-519. (Pubitemid 37533197)
    • (2003) British Journal of Psychiatry , vol.183 , Issue.DEC. , pp. 514-519
    • Thomas, C.M.1    Morris, S.2
  • 29
    • 0028953770 scopus 로고
    • Community mental health care for former hospital in-patients. Predicting costs from needs and diagnoses
    • Knapp M, Beecham J, Fenyo A, Hallam A. Community mental health care for former hospital in-patients. Predicting costs from needs and diagnoses. Br J Psychiatry Suppl. 1995;166:10-18.
    • (1995) Br J Psychiatry Suppl. , vol.166 , pp. 10-18
    • Knapp, M.1    Beecham, J.2    Fenyo, A.3    Hallam, A.4
  • 30
    • 31944452324 scopus 로고    scopus 로고
    • An introduction to ensemble methods for data analysis
    • DOI 10.1177/0049124105283119
    • Berk R. An introduction to ensemble methods for data analysis. Sociol Methods Res. 2006;34:263-295. (Pubitemid 43189649)
    • (2006) Sociological Methods and Research , vol.34 , Issue.3 , pp. 263-295
    • Berk, R.A.1
  • 31
    • 52449083336 scopus 로고    scopus 로고
    • The Netherlands Study of Depression and Anxiety (NESDA): Rationale, objectives and methods
    • Penninx BWJH, Beekman ATF, Smit JH, et al. The Netherlands Study of Depression and Anxiety (NESDA): rationale, objectives and methods. Int J Methods Psychiatr Res. 2008;173:121-140.
    • (2008) Int J Methods Psychiatr Res. , vol.173 , pp. 121-140
    • Penninx, B.W.J.H.1    Beekman, A.T.F.2    Smit, J.H.3
  • 32
    • 33845436859 scopus 로고    scopus 로고
    • The contribution of working conditions and social support to the onset of depressive and anxiety disorders among male and female employees
    • DOI 10.1016/j.socscimed.2006.09.008, PII S027795360600476X
    • Plaisier I, de Bruijn JGM, de Graaf R, ten Have M, Beekman ATF, Penninx BWJH. The contribution of working conditions and social support to the onset of depressive and anxiety disorders among male and female employees. Soc Sci Med. 2007;64:401-410. (Pubitemid 44894668)
    • (2007) Social Science and Medicine , vol.64 , Issue.2 , pp. 401-410
    • Plaisier, I.1    De Bruijn, J.G.M.2    De Graaf, R.3    Have, M.T.4    Beekman, A.T.F.5    Penninx, B.W.J.H.6
  • 34
    • 77955555839 scopus 로고    scopus 로고
    • Work functioning in persons with depressive and anxiety disorders: The role of specific psychopathological characteristics
    • Plaisier I, Beekman ATF, de Graaf R, Smit JH, van Dyck R, Penninx BWJH. Work functioning in persons with depressive and anxiety disorders: the role of specific psychopathological characteristics. J Affect Disord. 2010;125: 198-206.
    • (2010) J Affect Disord. , vol.125 , pp. 198-206
    • Plaisier, I.1    Beekman, A.T.F.2    De Graaf, R.3    Smit, J.H.4    Van Dyck, R.5    Penninx, B.W.J.H.6
  • 35
    • 84872396561 scopus 로고    scopus 로고
    • Depressive and anxiety disorders On-The-Job: The importance of job characteristics for good work functioning in persons with depressive and anxiety disorders
    • Plaisier I, de Graaf R, de Bruijn JGM, et al. Depressive and anxiety disorders on-the-job: the importance of job characteristics for good work functioning in persons with depressive and anxiety disorders. Psychiatry Res. 2012;200:382-388.
    • (2012) Psychiatry Res. , vol.200 , pp. 382-388
    • Plaisier, I.1    De Graaf, R.2    De Bruijn, J.G.M.3
  • 36
    • 84876964064 scopus 로고    scopus 로고
    • Social relationships and depression: Ten-year follow-up from a nationally representative study
    • Teo AR, Choi H, Valenstein M. Social relationships and depression: ten-year follow-up from a nationally representative study. PLoS One. 2013;4:e6.
    • (2013) PLoS One. , vol.4
    • Teo, A.R.1    Choi, H.2    Valenstein, M.3
  • 38
    • 9144261617 scopus 로고    scopus 로고
    • The Inventory of Depressive Symptomatology, clinician rating (IDS-C) and self-report (IDS-SR), and the Quick Inventory Depressive Symptomatology, clinician rating (QIDS-C) and self-report (QIDS-SR) in public sector patients with mood disorders: A psychometric evaluation
    • DOI 10.1017/S0033291703001107
    • Trivedi MH, Rush AJ, Ibrahim HM, et al. The Inventory of Depressive Symptomatology Clinician Rating (IDS-C) and Self-Report (IDS-SR), and the Quick Inventory of Depressive Symptomatology, Clinician Rating (QIDS-C) and Self-Report (QIDS-SR) in public sector patients with mood disorders: a psychometric evaluation. Psychol Med. 2004;34:73-82. (Pubitemid 38139442)
    • (2004) Psychological Medicine , vol.34 , Issue.1 , pp. 73-82
    • Trivedi, M.H.1    Rush, A.J.2    Ibrahim, H.M.3    Carmody, T.J.4    Biggs, M.M.5    Suppes, T.6    Crismon, M.L.7    Shorles-Wilson, K.8    Toprac, M.G.9    Dennehy, E.B.10    Witte, B.11    Kashner, T.M.12
  • 40
    • 0003845328 scopus 로고
    • World Health Organization Geneva, Switzerland: World Health Organization
    • World Health Organization. Composite International Diagnostic Interview (CIDI). Geneva, Switzerland: World Health Organization; 1990.
    • (1990) Composite International Diagnostic Interview (CIDI)
  • 42
    • 0032177970 scopus 로고    scopus 로고
    • The Job Content Questionnaire (JCQ): An instrument for internationally comparative assessments of psychosocial job characteristics
    • Karasek R, Brisson C, Kawakami N, Houtman ILD, Bongers PM, Amick B. The Job Content Questionnaire (JCQ): an instrument for internationally comparative assessments of psychosocial job characteristics. J Occup Health Psychol. 1998;3:322-355.
    • (1998) J Occup Health Psychol. , vol.3 , pp. 322-355
    • Karasek, R.1    Brisson, C.2    Kawakami, N.3    Houtman, I.L.D.4    Bongers, P.M.5    Amick, B.6
  • 43
    • 0026664962 scopus 로고
    • Deriving a survey measure of social support: The reliability and validity of the Close Person Questionnaire
    • Stansfeld S, Marmot M. Deriving a survey measure of social support: the reliability and validity of the Close Person Questionnaire. Soc Sci Med. 1992;35:1027-1035.
    • (1992) Soc Sci Med. , vol.35 , pp. 1027-1035
    • Stansfeld, S.1    Marmot, M.2
  • 47
    • 84905912829 scopus 로고    scopus 로고
    • CA: Department of Statistics Stanford University Accessed June 30, 2014
    • Friedman J. RuleFit With R [Version 3]. CA: Department of Statistics, Stanford University; 2012. Available at: statweb.stanford.edu/jhf/R-RuleFit. html. Accessed June 30, 2014.
    • (2012) RuleFit with R [Version 3]
    • Friedman, J.1
  • 48
    • 67649273234 scopus 로고    scopus 로고
    • Predictive learning via rule ensembles
    • Friedman J, Popescu B. Predictive learning via rule ensembles. Ann Appl Stat. 2008;2:916-954.
    • (2008) Ann Appl Stat. , vol.2 , pp. 916-954
    • Friedman, J.1    Popescu, B.2
  • 49
    • 0030266119 scopus 로고    scopus 로고
    • Reasoning the fast and frugal way: Models of bounded rationality
    • Gigerenzer G, Goldstein D. Reasoning the fast and frugal way: models of bounded rationality. Psychol Rev. 1996;103:650-669. (Pubitemid 126664717)
    • (1996) Psychological Review , vol.103 , Issue.4 , pp. 650-669
    • Gigerenzer, G.1    Goldstein, D.G.2
  • 50
    • 49649098186 scopus 로고    scopus 로고
    • From meehl to fast and frugal heuristics (and back) new insights into how to bridge the clinical-actuarial divide
    • Katsikopoulos K, Pachur T, Machery E, Wallin A. From meehl to fast and frugal heuristics (and back) new insights into how to bridge the clinical-actuarial divide. Theory Psychol. 2008;18:443-464.
    • (2008) Theory Psychol. , vol.18 , pp. 443-464
    • Katsikopoulos, K.1    Pachur, T.2    MacHery, E.3    Wallin, A.4
  • 52
    • 0000245743 scopus 로고    scopus 로고
    • Statistical modeling: The two cultures (with comments and a rejoinder by the author)
    • Breiman L. Statistical modeling: the two cultures (with comments and a rejoinder by the author). Stat Sci. 2001;16:199-231.
    • (2001) Stat Sci. , vol.16 , pp. 199-231
    • Breiman, L.1
  • 53
    • 80053403826 scopus 로고    scopus 로고
    • Ensemble methods in machine learning
    • Kittler J, Roli F, ed Heidelberg, Germany: Springer-Verlag Berlin
    • Dietterich T. Ensemble methods in machine learning. In:Kittler J, Roli F, ed. Multiple Classifier Systems 2000. Heidelberg, Germany: Springer-Verlag Berlin; 2000:1-15.
    • (2000) Multiple Classifier Systems 2000 , pp. 1-15
    • Dietterich, T.1
  • 54
    • 0025448521 scopus 로고
    • The strength of weak learnability
    • Schapire RE. The strength of weak learnability. Mach Learn. 1990;5: 197-227.
    • (1990) Mach Learn. , vol.5 , pp. 197-227
    • Schapire, R.E.1
  • 56
    • 0036567392 scopus 로고    scopus 로고
    • Ensembling neural networks: Many could be better than all
    • DOI 10.1016/S0004-3702(02)00190-X, PII S000437020200190X
    • Zhou ZH, Wu J, Tang W. Ensembling neural networks: many could be better than all. Artif Intell. 2002;137:239-263. (Pubitemid 34405220)
    • (2002) Artificial Intelligence , vol.137 , Issue.1-2 , pp. 239-263
    • Zhou, Z.-H.1    Wu, J.2    Tang, W.3
  • 58
    • 85194972808 scopus 로고    scopus 로고
    • Regression shrinkage and selection via the Lasso
    • Tibshirani R. Regression shrinkage and selection via the Lasso. J R Stat Soc Series B Stat Methodol. 1996;58:267-288.
    • (1996) J R Stat Soc Series B Stat Methodol. , vol.58 , pp. 267-288
    • Tibshirani, R.1
  • 59
    • 0038079411 scopus 로고    scopus 로고
    • StataCorp College Station, TX: Stata-Corp LP
    • StataCorp. Stata Statistical Software: Release 8. College Station, TX: Stata-Corp LP; 2003.
    • (2003) Stata Statistical Software: Release 8
  • 60
    • 84863304598 scopus 로고    scopus 로고
    • R Development Core Team Vienna Austria: R Foundation for Statistical Computing
    • R Development Core Team. R: A Language and Environment for Statistical Computing. Vienna, Austria: R Foundation for Statistical Computing; 2010.
    • (2010) R: A Language and Environment for Statistical Computing


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.