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Multistate Models For Clustered Duration Data - An Application To Workplace Effects On Individual Sickness Absenteeism

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  • Maarten Lindeboom
  • Marcel Kerkhofs

Abstract

Sickness absenteeism figures show a relatively large amount of variation across firms and organizations, indicating substantial within-firm correlations between absenteeism records of individual workers. To study the role of firm-specific circumstances and workforce composition, we specify three-state, multicycle duration models of work, sickness, and job separation, with workplace-specific fixed effects to account for unobserved differences between firms. In the most flexible specification, these fixed effects are separate, nonparametric, baseline hazards for each firm and each type of transition. Alternative estimation methods are discussed and applied to individual absenteeism histories of primary-school teachers. © 2000 by the President and Fellows of Harvard College and the Massachusetts Institute of Technology

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  • Maarten Lindeboom & Marcel Kerkhofs, 2000. "Multistate Models For Clustered Duration Data - An Application To Workplace Effects On Individual Sickness Absenteeism," The Review of Economics and Statistics, MIT Press, vol. 82(4), pages 668-684, November.
    • Handle: RePEc:tpr:restat:v:82:y:2000:i:4:p:668-684
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    References listed on IDEAS

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    1. Gritz, R. Mark, 1993. "The impact of training on the frequency and duration of employment," Journal of Econometrics, Elsevier, vol. 57(1-3), pages 21-51.
    2. Ham, John C & LaLonde, Robert J, 1996. "The Effect of Sample Selection and Initial Conditions in Duration Models: Evidence from Experimental Data on Training," Econometrica, Econometric Society, vol. 64(1), pages 175-205, January.
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    Cited by:

    1. Laurent Gobillon & Carine Milcent, 2013. "Spatial disparities in hospital performance," Journal of Economic Geography, Oxford University Press, vol. 13(6), pages 1013-1040, November.
    2. Picchio, Matteo, 2012. "Lagged duration dependence in mixed proportional hazard models," Economics Letters, Elsevier, vol. 115(1), pages 108-110.
    3. Andrén, Daniela, 2004. "Why Are The Sickness Absences So Long In Sweden," Working Papers in Economics 137, University of Gothenburg, Department of Economics.
    4. Andrén, Daniela, 2008. ""To array a man's will against his sickness is the supreme art of medicine". An analysis of multiple spells of sickness," Working Papers in Economics 294, University of Gothenburg, Department of Economics.
    5. Laurent Gobillon & Carine Milcent, 2008. "Regional disparities in mortality by heart attack: evidence from France," PSE Working Papers halshs-00586837, HAL.
    6. Herrmann, Mariesa A. & Rockoff, Jonah E., 2013. "Do menstrual problems explain gender gaps in absenteeism and earnings?," Labour Economics, Elsevier, vol. 24(C), pages 12-22.
    7. Lindgren, Karl-Oskar, 2012. "Workplace size and sickness absence transitions," Working Paper Series 2012:26, IFAU - Institute for Evaluation of Labour Market and Education Policy.
    8. Charles T. Clotfelter & Helen F. Ladd & Jacob L. Vigdor, 2007. "Are Teacher Absences Worth Worrying About in the U.S.?," NBER Working Papers 13648, National Bureau of Economic Research, Inc.
    9. Mariesa A. Herrmann & Jonah E. Rockoff, 2012. "Worker Absence and Productivity: Evidence from Teaching," Journal of Labor Economics, University of Chicago Press, vol. 30(4), pages 749-782.
    10. Johansson, Per & Palme, Mårten, 2004. "Moral hazard and sickness insurance: Empirical evidence from a sickness insurance reform in Sweden," Working Paper Series 2004:10, IFAU - Institute for Evaluation of Labour Market and Education Policy.
    11. Mette Gørtz & Elvira Andersson, 2014. "Child‐To‐Teacher Ratio And Day Care Teacher Sickness Absenteeism," Health Economics, John Wiley & Sons, Ltd., vol. 23(12), pages 1430-1442, December.

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    More about this item

    JEL classification:

    • J28 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Safety; Job Satisfaction; Related Public Policy
    • M14 - Business Administration and Business Economics; Marketing; Accounting; Personnel Economics - - Business Administration - - - Corporate Culture; Diversity; Social Responsibility

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