An Event History Analysis of Employee Turnover: The Case of Hospital Employees in Australia

Abstract This study proposes an integrated model and alternative methodology in the study of voluntary employee turnover. A causal model comprising four categories of variables: personal, job-related, environmental, and employee orientations is formulated. This model is tested on a sample of 415 hospital employees over a 12-month period, employing the statistical procedure of event history analysis. During this period, 88 employees voluntarily left the hospital, representing a turnover rate of 21 percent. Consistent with expectations, the personal variable of kinship responsibility, the job-related variable of autonomy and the employee orientations of job satisfaction, organizational commitment, and intent to leave had significant effects on employees' decision to quit. The variables of sex and age were observed to play a moderating role in the analysis. Kinship responsibility had a significant negative relationship with turnover for females and males, and for those employees older than 30 years of age. The theoretical, empirical, and practical implications of the findings are discussed.

[1]  Kazuo Yamaguchi,et al.  Event History Analysis. , 1992 .

[2]  Roderick D. Iverson,et al.  A Causal Model of Behavioral Commitment: Evidence From a Study of Australian Blue-collar Employees , 1994 .

[3]  P. Bentler,et al.  Comparative fit indexes in structural models. , 1990, Psychological bulletin.

[4]  K. Miller,et al.  An Integrated Model of Communication, Stress, and Burnout in the Workplace , 1990 .

[5]  Karl G. Jöreskog,et al.  Lisrel 8: User's Reference Guide , 1997 .

[6]  Paul E. Spector,et al.  Causes of employee turnover: A test of the Mobley, Griffeth, Hand, and Meglino model. , 1982 .

[7]  Keith James,et al.  Dispositional affectivity as a predictor of work attitudes and job performance , 1993 .

[8]  P. Blau A Theory of Social Integration , 1960, American Journal of Sociology.

[9]  John L. Cotton,et al.  Employee Turnover: A Meta-Analysis and Review with Implications for Research , 1986 .

[10]  S. Grover,et al.  WHO APPRECIATES FAMILY‐RESPONSIVE HUMAN RESOURCE POLICIES: THE IMPACT OF FAMILY‐FRIENDLY POLICIES ON THE ORGANIZATIONAL ATTACHMENT OF PARENTS AND NON‐PARENTS , 1995 .

[11]  C. Cooper,et al.  International review of industrial and organizational psychology , 1986 .

[12]  R. D. Iverson,et al.  Costing Turnover: Implications of Work/ Family Conflict at Management Level* , 1998 .

[13]  Terence R. Mitchell,et al.  An Alternative Approach: The Unfolding Model of Voluntary Employee Turnover , 1994 .

[14]  M. Somers Modelling employee withdrawal behaviour over time: A study of turnover using survival analysis , 1996 .

[15]  C. Rusbult,et al.  A Longitudinal Test of the Investment Model: The Impact on Job Satisfaction, Job Commitment, and Turnover of Variations in Rewards, Costs, Alternatives, and Investments , 1983 .

[16]  J. S. Long,et al.  Testing Structural Equation Models , 1993 .

[17]  Mara Olekalns,et al.  Affectivity, Organizational Stressors, and Absenteeism: A Causal Model of Burnout and Its Consequences , 1998 .

[18]  S. Jackson,et al.  The Measurement of experienced burnout , 1981 .

[19]  Steven G. Allen,et al.  An Empirical Model of Work Attendance , 1981 .

[20]  J. E. Sheridan,et al.  Organizational Culture and Employee Retention , 1992 .

[21]  S. Lirtzman,et al.  Role Conflict and Ambiguity in Complex Organizations. , 1970 .

[22]  P. Allison Event History Analysis , 1984 .

[23]  T. A. Wright,et al.  Emotional exhaustion as a predictor of job performance and voluntary turnover. , 1998, The Journal of applied psychology.

[24]  Roderick D. Iverson,et al.  Predicting occupational injury: The role of affectivity , 1997 .

[25]  Roderick D. Iverson,et al.  Employee acceptance of organizational change:the role of organizational commitment , 1996 .

[26]  J. House Work stress and social support , 1981 .

[27]  Terence R. Mitchell,et al.  An Unfolding Model of Voluntary Employee Turnover , 1996 .

[28]  James L. Price,et al.  The Study of Turnover. , 1978 .

[29]  Philip Bobko,et al.  EMPLOYEE REACTIONS TO PERFORMANCE STANDARDS: A REVIEW AND RESEARCH PROPOSITIONS , 1994 .

[30]  Thomas W. Lee,et al.  The Regression-Analog to Survival Analysis: A Selected Application to Turnover Research , 1993 .

[31]  Caryl E. Rusbult,et al.  Exchange variables as predictors of job satisfaction, job commitment, and turnover: The impact of rewards, costs, alternatives, and investments. , 1981 .

[32]  John P. Meyer,et al.  Commitment in the Workplace: Theory, Research, and Application , 1997 .

[33]  F. Schwartz,et al.  Management Women and the New Facts of Life , 1989 .

[34]  C. Vandenberghe Organizational culture, person–culture fit, and turnover: a replication in the health care industry , 1999 .

[35]  J. George,et al.  The role of negative affectivity in understanding relations between self-reports of stressors and strains: a comment on the applied psychology literature. , 1993, The Journal of applied psychology.

[36]  C. Cooper,et al.  Balancing the work/home interface: A European perspective , 1995 .

[37]  Charles W. Mueller,et al.  Economic, psychological, and sociological determinants of voluntary turnover , 1990 .

[38]  P. Hom,et al.  A Comparison of Structural Models Representing Turnover Cognitions. , 1998 .

[39]  Muhammad Jamal,et al.  Shift Work Related to Job Attitudes, Social Participation and Withdrawal Behavior: A Study of Nurses and Industrial Workers. , 1981 .

[40]  J. L. Price,et al.  Discriminant validity of measures of job satisfaction, positive affectivity and negative affectivity , 1992 .

[41]  Richard M. Steers,et al.  Organizational commitment, job satisfaction, and turnover among psychiatric technicians. , 1974 .

[42]  Allen C. Bluedorn A Unified Model of Turnover from Organizations , 1982 .

[43]  Jennifer M. George,et al.  Mood and absence. , 1989 .

[44]  J. L. Price,et al.  Measurement of kinship responsibility for organizational research. , 1988, The Journal of applied psychology.

[45]  Murray R. Barrick,et al.  THE BIG FIVE PERSONALITY DIMENSIONS AND JOB PERFORMANCE: A META-ANALYSIS , 1991 .

[46]  J. L. Price,et al.  Employee Attachment and Noncoercive Conditions of Work , 1994 .

[47]  K. Sightler,et al.  Differences between Stayers and Leavers among Part-Time Workers , 1999 .

[48]  Jeanne M. Brett,et al.  Family Structure, Glass Ceiling, and Traditional Explanations for the Differential Rate of Turnover of Female and Male Managers , 1996 .

[49]  James C. Anderson,et al.  Monte Carlo Evaluations of Goodness of Fit Indices for Structural Equation Models , 1992 .

[50]  Jeffrey B. Arthur,et al.  Effects of human resource systems on manufacturing performance and turnover , 1994 .

[51]  Weil Pa,et al.  A model of voluntary turnover among hospital CEOs. , 1995 .

[52]  H. Kelley,et al.  Interpersonal relations: A theory of interdependence , 1978 .

[53]  James L. Price,et al.  The determinants of employee absenteeism: An empirical test of a causal model* , 1989 .

[54]  W. Mobley,et al.  An evaluation of precursors of hospital employee turnover. , 1978, The Journal of applied psychology.

[55]  A. H. Brayfield,et al.  AN INDEX OF JOB SATISFACTION , 1951 .

[56]  E. Kossek,et al.  Work–family conflict, policies, and the job–life satisfaction relationship: A review and directions for organizational behavior–human resources research. , 1998 .

[57]  Michael A. Campion,et al.  Meaning and measurement of turnover: Comparison of alternative measures and recommendations for research. , 1991 .

[58]  Timothy A. Judge,et al.  Does affective disposition moderate the relationship between job satisfaction and voluntary turnover , 1993 .

[59]  D. Watson,et al.  Development and validation of brief measures of positive and negative affect: the PANAS scales. , 1988, Journal of personality and social psychology.

[60]  D. Birnbaum,et al.  Survival versus traditional methodologies for studying employee turnover: differences, divergences and directions for future research , 1999 .

[61]  G. C. Homans,et al.  Social Behavior: Its Elementary Forms. , 1975 .

[62]  R. Bagozzi,et al.  On the evaluation of structural equation models , 1988 .

[63]  Richard M. Steers,et al.  Organizational, work, and personal factors in employee turnover and absenteeism. , 1973 .

[64]  Nonwork Influences on Withdrawal Cognitions: An Empirical Examination of an Overlooked Issue , 1997 .

[65]  P. Hom Employee Turnover , 1994 .

[66]  Steven D. Maurer,et al.  The Effects of Family Structure on Organizational Commitment, Intention to Leave and Voluntary Turnover [*] , 1999 .

[67]  Michael P. Kirsch,et al.  METAANALYSES OF VALIDITY STUDIES PUBLISHED BETWEEN 1964 AND 1982 AND THE INVESTIGATION OF STUDY CHARACTERISTICS , 1984 .

[68]  P. Hom,et al.  Locus of Control and Delay of Gratification As Moderators of Employee Turnover , 1988 .

[69]  R. D. Iverson,et al.  Antecedents of union loyalty: The influence of individual dispositions and organizational context , 1995 .

[70]  M. Browne,et al.  Alternative Ways of Assessing Model Fit , 1992 .

[71]  R. Kahn,et al.  Organizational Stress: Studies in Role Conflict and Ambiguity. , 1965 .

[72]  Charles W. Mueller,et al.  Absenteeism and Turnover of Hospital Employees , 1986 .

[73]  R. N. Kanungo Work alienation: An integrative approach , 1983 .

[74]  J. L. Price,et al.  Professional Turnover: The Case of Nurses , 1981, Health systems management.

[75]  Jacob Cohen,et al.  Applied multiple regression/correlation analysis for the behavioral sciences , 1979 .

[76]  D. Watson,et al.  Beyond negative affectivity: Measuring stress and satisfaction in the workplace. , 1987 .

[77]  K. Miller,et al.  The Influence of Communication Structure and Social Support on Job Stress and Burnout , 1991 .

[78]  D. Watson,et al.  Negative affectivity: the disposition to experience aversive emotional states. , 1984, Psychological bulletin.

[79]  A. Cohen Turnover among professionals: A longitudinal study of American lawyers , 1999 .

[80]  M. J. Noruésis,et al.  SPSS-X advanced statistics guide , 1985 .

[81]  L Wuebker,et al.  Promoting safety by reducing human error. , 1986, Personnel.