Marmot M, Feeney A, Shipley M, North F, Syme SL: Sickness absence as a measure of health status and functioning: from the UK Whitehall II study. J Epidemiol Community Health. 1995, 49: 124-130. 10.1136/jech.49.2.124.
Article
CAS
PubMed
PubMed Central
Google Scholar
Kivimäki M, Head J, Ferrie JE, Shipley MJ, Vahtera J, Marmot MG: Sickness absence as a global measure of health: evidence from mortality in the Whitehall II prospective cohort study. BMJ. 2003, 327: 364-368. 10.1136/bmj.327.7411.364.
Article
PubMed
PubMed Central
Google Scholar
Bambra C, Norman P: What is the association between sickness absence, morbidity and mortality?. Health Place. 2006, 12: 728-733. 10.1016/j.healthplace.2005.02.008.
Article
CAS
PubMed
Google Scholar
Eriksson HG, von Celsing HS, Wahlström R, Janson L, Zander V, Wallman T: Sickness absence and self-reported health a population-based study of 43,600 individuals in central Sweden. BMC Publ Health. 2008, 8: 426-10.1186/1471-2458-8-426.
Article
Google Scholar
Labriola M: Conceptual framework of sickness absence and return to work, focusing on both the individual and contextual level. Work. 2008, 30: 377-387.
PubMed
Google Scholar
Lund T, Kivimäki M, Labriola M, Villadsen E, Christensen KB: Using administrative sickness absence data as a marker of future disability pension: the prospective DREAM study of Danish private sector employees. Occup Environ Med. 2008, 65: 28-31. 10.1136/oem.2006.031393.
Article
PubMed
Google Scholar
Kant IJ, Jansen NW, van Amelsvoort LG, van Leusden R, Berkouwer A: Structured early consultation with the occupational physician reduces sickness absence among office workers at high risk for long-term sickness absence: a randomized controlled trial. J Occup Rehabil. 2008, 18: 79-86. 10.1007/s10926-007-9114-z.
Article
PubMed
PubMed Central
Google Scholar
Taimela S, Malmivaara A, Justén S, Läärä E, Sintonen H, Tiekso J, Aro T: The effectiveness of two occupational health intervention programmes in reducing sickness absence among employees at risk. Two randomised controlled trials. Occup Environ Med. 2008, 65: 236-241.
Article
CAS
PubMed
Google Scholar
Taimela S, Justén S, Aronen P, Sintonen H, Läärä A, Malmivaara A, Tiekso J, Aro T: An occupational health intervention programme for workers at high risk for sickness absence. Cost effectiveness analysis based on a randomised controlled trial. Occup Environ Med. 2008, 65: 242-248. 10.1136/oem.2007.033167.
Article
CAS
PubMed
Google Scholar
Duijts SF, Kant IJ, Landeweerd JA, Swaen GMH: Prediction of sickness absence: development of a screening instrument. Occup Environ Med. 2006, 63: 564-569. 10.1136/oem.2005.024521.
Article
CAS
PubMed
PubMed Central
Google Scholar
Roelen CA, van der Pol TR, Koopmans PC, Groothoff JW: Identifying workers at risk of sickness absence by questionnaire. Occup Med. 2006, 56: 442-446. 10.1093/occmed/kql087.
Article
Google Scholar
Duijts SF, Kant I, van den Brandt PA, Swaen GM: Psychometrics and validation of a screening instrument for sickness absence. Occup Med. 2008, 58: 413-418. 10.1093/occmed/kqn070.
Article
Google Scholar
Kant IJ, Jansen NW, van Amelsvoort LG, Swaen GM, van Leusden R, Berkouwer A: Screening questionnaire Balansmeter proved successful in predicting future long-term sickness absence in office workers. J Clin Epidemiol. 2009, 62: 408-414. 10.1016/j.jclinepi.2008.07.003.
Article
PubMed
Google Scholar
Etter JF, Perneger TV: Analysis of non-response bias in a mailed health survey. J Clin Epidemiol. 1997, 50: 1123-1128. 10.1016/S0895-4356(97)00166-2.
Article
CAS
PubMed
Google Scholar
Froom P, Melamed S, Kristahl-Boneh E, Benbassat J, Ribak J: Healthy volunteer effect in industrial workers. J Clin Epidemiol. 1999, 52: 731-735. 10.1016/S0895-4356(99)00070-0.
Article
CAS
PubMed
Google Scholar
Duijts SF, Kant IJ, Swaen GM: Advantages and disadvantages of an objective selection process for early intervention in employees at risk for sickness absence. BMC Publ Health. 2007, 7: 67-10.1186/1471-2458-7-67.
Article
Google Scholar
Roelen CA, van Rhenen W, Bültmann U, Groothoff JW, van der Klink JJ, Heymans MW: The development and validation of two prediction models to identify employees with high sickness absence. Eur J Public Health. 2013, 23: 128-133. 10.1093/eurpub/cks036.
Article
PubMed
Google Scholar
Justice AC, Covinsky KE, Berlin JA: Assessing the generalizability of prognostic information. Ann Intern Med. 1999, 30: 515-524.
Article
Google Scholar
Babyak MA: What you see may not be what you get: a brief nontechnical introduction to overfitting in regression-type models. Psychosom Med. 2004, 66: 411-421. 10.1097/01.psy.0000127692.23278.a9.
PubMed
Google Scholar
McGinn TG, Guyatt GH, Wyer PC, Naylor CD, Stiell IG, Richardson WS: Users’ guide to the medical literature XXII: How to use articles about clinical decision rules. J Am Med Assoc. 2000, 284: 79-84. 10.1001/jama.284.1.79.
Article
CAS
Google Scholar
Allebeck P, Mastekaasa A: Risk factors for sick leave – general studies. Scand J Public Health. 2004, 32 (suppl63): 49-108.
Article
Google Scholar
Bekker MH, Rutte CG, van Rijswijk K: Sickness absence: a gender focused review. Psychol Health Med. 2009, 14: 405-418. 10.1080/13548500903012830.
Article
PubMed
Google Scholar
Bowling A: Just one question: if one question works, why ask several?. J Epidemiol Community Health. 2005, 59: 342-345. 10.1136/jech.2004.021204.
Article
PubMed
PubMed Central
Google Scholar
Harrell FE: Regression modelling strategies: applications to linear models, logistic regression, and survival analysis. 2001, New York: Springer
Book
Google Scholar
Steyerberg EW: Clinical prediction models. 2009, New York: Springer
Book
Google Scholar
Steyerberg EW, Vickers AJ, Cook NR, Gerds T, Gonen M, Obuchowski N, Pencina NJ, Kattan MW: Assessing the performance of prediction models. Epidemiology. 2010, 21: 128-138. 10.1097/EDE.0b013e3181c30fb2.
Article
PubMed
PubMed Central
Google Scholar
Fad J, Upadhye S, Worster A: Understanding receiver operating characteristic (ROC) curves. Can J Emerg Med. 2006, 8: 19-20.
Google Scholar
Steyerberg EW, Borsboom GJ, van Houwelingen HC, Eijkemans MJ, Habbema JD: Validation and updating of predictive logistic regression models: a study on sample size and shrinkage. Stat Med. 2004, 23: 2567-2586. 10.1002/sim.1844.
Article
PubMed
Google Scholar
Regression modelling strategies. http://cran.r-project.org/web/packages/rms,
Terrin N, Schmid CH, Griffith JL, D’Agostino RB, Selker HP: External validity of predictive models: a comparison of logistic regression, classification trees, and neural networks. J Clin Epidemiol. 2003, 56: 721-729. 10.1016/S0895-4356(03)00120-3.
Article
PubMed
Google Scholar
Bleeker SE, Moll HA, Steyerberg EW, Donders AR, Derksen-Lubsen G, Grobbee DE, Moons KE: External validation is necessary in prediction research: a clinical example. J Clin Epidemiol. 2003, 56: 826-832. 10.1016/S0895-4356(03)00207-5.
Article
CAS
PubMed
Google Scholar
Heinzl H, Waldhör T, Mittlböck M: Careful use of pseudo R-squared measures in epidemiological studies. Stat Med. 2005, 24: 2867-2872. 10.1002/sim.2168.
Article
PubMed
Google Scholar
Mavaddat N, Kinmonth AL, Sanderson S, Surtees P, Bingham S, Khaw KT: What determines self-rated health (SRH)? A cross-sectional study of SF-36 health domains in the EPIC-Norfolk Cohort. J Epidemiol Community Health. 2010, 65: 800-806.
Article
PubMed
Google Scholar
Duijts SF, Kant I, van den Brandt PA, Swaen GM: Effectiveness of a preventive coaching intervention for employees at risk for sickness absence due to psychosocial health complaints: results of a randomized controlled trial. J Occup Environ Med. 2008, 50: 765-776. 10.1097/JOM.0b013e3181651584.
Article
PubMed
Google Scholar
Virtanen M, Kivimäki M, Vahtera J, Elovainio M, Sund R, Virtanen P, Ferrie JE: Sickness absence as a risk factor for job termination, unemployment, and disability pension among temporary and permanent employees. Occup Environ Med. 2006, 63: 212-217. 10.1136/oem.2005.020297.
Article
CAS
PubMed
PubMed Central
Google Scholar
Koopmans PC, Roelen CA, Groothoff JW: Frequent and long-term sickness absence as a risk factor for work disability and job termination among employees in the private sector. Occup Environ Med. 2008, 65: 494-499. 10.1136/oem.2007.034322.
Article
CAS
PubMed
Google Scholar
Koopmans PC, Roelen CAM, Groothoff JW: Risk of future sickness absence in frequent and long-term absentees. Occup Med. 2008, 58: 268-274. 10.1093/occmed/kqn040.
Article
Google Scholar