Temporal pattern in number of staff on sick leave: the effect of downsizing

Kauermann G, Ortlieb R (2004)
JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES C-APPLIED STATISTICS 53(2): 355-367.

Zeitschriftenaufsatz | Veröffentlicht | Englisch
 
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Abstract / Bemerkung
The pattern of absenteeism in the downsizing process of companies is a topic in focus in economics and social science. A general question is whether employees who are frequently absent are more likely to be selected to be laid off or in contrast whether employees to be dismissed are more likely to be absent for the remaining time of their working contract. We pursue an empirical and microeconomic investigation of these theses. We analyse longitudinal data that were collected in a German company over several years. We fit a semiparametric transition model based on a mixture Poisson distribution for the days of absenteeism per month. Prediction intervals are considered and the primary focus is on the period of downsizing. The data reveal clear evidence for the hypothesis that employees who are to be laid off are more frequently absent before leaving the company. Interestingly, though, no clear evidence is seen that employees being selected to leave the company are those with a bad absenteeism profile.
Stichworte
generalized linear mixed models; downsizing; penalized likelihood; P-splines; smoothing; longitudinal data; employee absenteeism
Erscheinungsjahr
2004
Zeitschriftentitel
JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES C-APPLIED STATISTICS
Band
53
Ausgabe
2
Seite(n)
355-367
ISSN
0035-9254
eISSN
1467-9876
Page URI
https://pub.uni-bielefeld.de/record/1608364

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Kauermann G, Ortlieb R. Temporal pattern in number of staff on sick leave: the effect of downsizing. JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES C-APPLIED STATISTICS. 2004;53(2):355-367.
Kauermann, G., & Ortlieb, R. (2004). Temporal pattern in number of staff on sick leave: the effect of downsizing. JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES C-APPLIED STATISTICS, 53(2), 355-367. doi:10.1046/j.1467-9876.2003.05193.x
Kauermann, G., and Ortlieb, R. (2004). Temporal pattern in number of staff on sick leave: the effect of downsizing. JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES C-APPLIED STATISTICS 53, 355-367.
Kauermann, G., & Ortlieb, R., 2004. Temporal pattern in number of staff on sick leave: the effect of downsizing. JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES C-APPLIED STATISTICS, 53(2), p 355-367.
G. Kauermann and R. Ortlieb, “Temporal pattern in number of staff on sick leave: the effect of downsizing”, JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES C-APPLIED STATISTICS, vol. 53, 2004, pp. 355-367.
Kauermann, G., Ortlieb, R.: Temporal pattern in number of staff on sick leave: the effect of downsizing. JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES C-APPLIED STATISTICS. 53, 355-367 (2004).
Kauermann, Göran, and Ortlieb, R. “Temporal pattern in number of staff on sick leave: the effect of downsizing”. JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES C-APPLIED STATISTICS 53.2 (2004): 355-367.