Predicting employee voluntary turnover using human resources data

Syce, Chantal

Predicting employee voluntary turnover using human resources data

Master Thesis

2012

Publisher

University of Cape Town

Department

Organisational Psychology

Faculty

Faculty of Commerce

Abstract

The current research attempted to answer the following question: Can voluntary employee turnover be predicted? The study made use of regression analyses to examine the relationship between employee turnover and a range of worker demographics. Data covering 2 592 employees in a South African general insurer formed the basis for the analysis. Several demographic variables (available in the HR management information system), were identified and investigated with the aim to develop a voluntary turnover prediction model. Fourteen variables were identified in the human resources information system to be included for analysis. From 14 potential predictors, the procedure selected only five variables, i.e. cost centre, years of service, performance, age and tenure - family size interaction for inclusion in the regression equation.

Description

Includes bibliographical references.

Keywords

Organisational Psychology

Reference:

Collections

Masters

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