Big data in turnover and retention

Big Data at Work: The Data Science Revolution and Organizational Psychology

Volumn , Issue , 2016, Pages 250-271

  Hausknecht, John P ^a   Li, Huisi Jessica ^b  

^a Department of Obstetrics Gynecology   (United States)

^b NONE

Author keywords

[No Author keywords available]

Indexed keywords

BIG DATA;

EID: 84960539757     PISSN: None     EISSN: None     Source Type: Book    
DOI: 10.4324/9781315780504     Document Type: Chapter

References (83)

1. Abelson, M. A. (1987). Examination of avoidable and unavoidable turnover. Journal of Applied Psychology, 72(3), 382-386.
2. Allen, D. G., Hancock, J. I., Vardaman, J. M., & McKee, D. N. (2014). Analytical mindsets in turnover research. Journal of Organizational Behavior, 35, S61-S86.
3. Ballinger, G. A., Lehman, D. W, & Schoorman, F. D. (2010). Leader-member exchange and turnover before and after succession events. Organizational Behavior and Human Decision Processes, 113(1), 25-36.
4. Batt, R. (2002). Managing customer services: Human resource practices, quit rates, and sales growth. Academy of Management Journal, 45(3), 587-597.
5. Becker, W. J., Connolly, T., & Slaughter, J. E. (2010). The effect of job offer timing on offer acceptance, performance, and turnover. Personnel Psychology, 63(1), 223-241.
6. Becker, W. J., & Cropanzano, R. (2011). Dynamic aspects of voluntary turnover: An integrated approach to curvilinearity in the performance-turnover relationship. Journal of Applied Psychology, 96(2), 233-246.
7. Bidwell, M., & Briscoe, F. (2010). The dynamics of interorganizational careers. Organization Science, 21(5), 1034-1053.
8. Burris, E. R., Detert, J. R., & Romney, A. C. (2012). Speaking up vs. being heard: The disagreement around and outcomes of employee voice. Organization Science, 24(1), 22-38.
9. Carnahan, S., & Somaya, D. (2013). Alumni effects and relational advantage: The impact on outsourcing when a buyer hires employees from a supplier’s competitors. Academy of Management Journal, 56(6), 1578-1600.
10. Chen, G., Ployhart, R. E., Thomas, H. C., Anderson, N., & Bliese, P. D. (2011). The power of momentum: A new model of dynamic relationships between job satisfaction change and turnover intentions. Academy of Management Journal, 54, 159-181.
11. Dalton, D. R., Todor, W. D., & Krackhardt, D. M. (1982). Turnover overstated: The functional taxonomy. Academy of Management Review, 7(1), 117-123.
12. Davenport, T. (2014). Big data at work: Dispelling the myths, uncovering the opportunities. Boston, MA: Harvard Business School Publishing.
13. Dess, G. G., & Shaw, J. D. (2001). Voluntary turnover, social capital, and organizational performance. Academy of Management Review, 26(3), 446-456.
14. Felps, W., Mitchell, T. R., Hekman, D. R., Lee, T. W., Holtom, B. C., & Harman, W. S. (2009). Turnover contagion: How coworkers’ job embeddedness and job search behaviors influence quitting. Academy of Management Journal, 52(3), 545-561.
15. Fugate, M., Prussia, G. E., & Kinicki, A. J. (2012). Managing employee withdrawal during organizational change: The role of threat appraisal. Journal of Management, 38(3), 890-914.
16. Gardner, T. M., Wright, P. M., & Moynihan, L. M. (2011). The impact of motivation, empowerment, and skill-enhancing practices on aggregate voluntary turnover: The mediating effect of collective affective commitment. Personnel Psychology, 64(2), 315-350.
17. George, G., Haas, M. R., & Pentland, A. (2014). From the editors: Big data and management. Academy of Management Review, 57, 321-326.
18. Godart, F. C., Shipilov, A. V., & Claes, K. (2013). Making the most of the revolving door: The impact of outward personnel mobility networks on organizational creativity. Organization Science, 25(2), 377-400.
19. Hancock, J. I., Allen, D. G., Bosco, F. A., McDaniel, K. R., & Pierce, C. A. (2013). Meta-analytic review of employee turnover as a predictor of firm performance. Journal of Management, 39(3), 573-603.
20. Hausknecht, J. P., & Holwerda, J. A. (2013). When does employee turnover matter? Dynamic member configurations, productive capacity, and collective performance. Organization Science, 24(1), 210-225.
21. Hausknecht, J. P., & Trevor, C. O. (2011). Collective turnover at the group, unit, and organizational levels: Evidence, issues, and implications. Journal of Management, 37(1), 352-388.
22. Hausknecht, J. P., Trevor, C. O., & Howard, M. J. (2009). Unit-level voluntary turnover rates and customer service quality: Implications of group cohesiveness, newcomer concentration, and size. Journal of Applied Psychology, 94(4), 1068-1075.
23. Heavey, A. L., Holwerda, J. A., & Hausknecht, J. P. (2013). Causes and consequences of collective turnover: A meta-analytic review. Journal of Applied Psychology, 98(3), 412-453.
24. Holtom, B. C., Mitchell, T. R., Lee, T. W., & Eberly, M. B. (2008). Turnover and retention research: A glance at the past, a closer review of the present, and a venture into the future. The Academy of Management Annals, 2(1), 231-274.
25. Hom, P. W. (2011). Organizational exit. In S. Zedeck (Ed.), APA handbook of industrial and organizational psychology (Vol. 3): Selecting and developing members for the organization (pp. 325-375). Washington, DC: American Psychological Association.
26. Hom, P. W., & Griffeth, R. W. (1995). Employee turnover. Cincinnati, OH: South-Western College Publishing.
27. Hom, P. W, Griffeth, R. W, & Sellaro, C. L. (1984). The validity of Mobley’s (1977) model of employee turnover. Organizational Behavior and Human Performance, 34(2), 141-174.
28. Hom, P. W., Mitchell, T. R., Lee, T. W., & Griffeth, R. W. (2012). Reviewing employee turnover: Focusing on proximal withdrawal states and an expanded criterion. Psychological Bulletin, 138(5), 831-858.
29. Hom, P. W., Roberson, L., & Ellis, A. D. (2008). Challenging conventional wisdom about who quits: Revelations from corporate America. Journal of Applied Psychology, 93(1), 1-34.
30. Hom, P. W., & Xiao, Z. (2011). Embedding social networks: How guanxi ties reinforce Chinese employees’ retention. Organizational Behavior and Human Decision Processes, 116(2), 188-202.
31. Jiang, K., Liu, D., McKay, P. F., Lee, T. W., & Mitchell, T. R. (2012). When and how is job embeddedness predictive of turnover? A meta-analytic investigation. Journal of Applied Psychology, 97(5), 1077-1096.
32. Kammeyer-Mueller, J. D., Wanberg, C. R., Glomb, T. M., & Ahlburg, D. (2005). The role of temporal shifts in turnover processes: It’s about time. Journal of Applied Psychology, 90(4), 644-658.
33. Krackhardt, D., & Porter, L. W. (1985). When friends leave: A structural analysis of the relationship between turnover and stayers’ attitudes. Administrative Science Quarterly, 30(2), 242-261.
34. Krackhardt, D., & Porter, L. W. (1986). The snowball effect: Turnover embedded in communication networks. Journal of Applied Psychology, 71(1), 50-55.
35. Kraimer, M. L., Seibert, S. E., Wayne, S. J., Liden, R. C., & Bravo, J. (2011). Antecedents and outcomes of organizational support for development: The critical role of career opportunities. Journal of Applied Psychology, 96(3), 485-500.
36. Kraimer, M. L., Shaffer, M. A., Harrison, D. A., & Ren, H. (2012). No place like home? An identity strain perspective on repatriate turnover. Academy of Management Journal, 55(2), 399-420.
37. Lee, T. H., Gerhart, B., Weller, I., & Trevor, C. O. (2008). Understanding voluntary turnover: Path-specific job satisfaction effects and the importance of unsolicited job offers. Academy of Management Journal, 51(4), 651-671.
38. Lee, T. W., & Mitchell, T. R. (1994). An alternative approach: The unfolding model of voluntary employee turnover. Academy of Management Review, 19(1), 51-89.
39. Lee, T. W., Mitchell, T. R., Holtom, B. C., McDaniel, L. S., & Hill, J. W. (1999). The unfolding model of voluntary turnover: A replication and extension. Academy of Management Journal, 42(4), 450-462.
40. Lee, T. W., Mitchell, T. R., Sablynski, C. J., Burton, J. P., & Holtom, B. C. (2004). The effects of job embeddedness on organizational citizenship, job performance, volitional absences, and voluntary turnover. Academy of Management Journal, 47(5), 711-722.
41. Lee, T. W., Mitchell, T. R., Wise, L., & Fireman, S. (1996). An unfolding model of voluntary employee turnover. Academy of Management Journal, 39(1), 5-36.
42. Liu, D., Zhang, S., Wang, L., & Lee, T. W. (2011). The effects of autonomy and empowerment on employee turnover: Test of a multilevel model in teams. Journal of Applied Psychology, 96(6), 1305-1316.
43. Mackenzie, S. B., Podsakoff, P. M., & Podsakoff, N. P. (2011). Challenge-oriented organizational citizenship behaviors and organizational effectiveness: Do challenge-oriented behaviors really have an impact on the organization’s bottom line? Personnel Psychology, 64(3), 559-592.
44. Maertz, C. P., & Campion, M. A. (1998). 25 years of voluntary turnover research: A review and critique. International Review of Industrial and Organizational Psychology, 13, 49-82.
45. Maltarich, M. A., Nyberg, A. J., & Reilly, G. (2010). A conceptual and empirical analysis of the cognitive ability-voluntary turnover relationship. Journal of Applied Psychology, 95(6), 1058-1070.
46. March, J. G., & Simon, H. A. (1958). Organizations. New York, NY: John Wiley.
47. McAfee, A., & Brynjolfsson, E. (2012). Big data: The management revolution. Harvard Business Review, 90(10), 60-68.
48. McClean, E. J., Burris, E. R., & Detert, J. R. (2013). When does voice lead to exit? It depends on leadership. Academy of Management Journal, 56(2), 525-548.
49. Messersmith, J. G., Guthrie, J. P., Ji, Y. -Y., & Lee, J. -Y. (2011). Executive turnover: The influence of dispersion and other pay system characteristics. Journal of Applied Psychology, 96(3), 457-469.
50. Mitchell, T. R., Holtom, B. C., Lee, T. W., Sablynski, C. J., & Erez, M. (2001). Why people stay: Using job embeddedness to predict voluntary turnover. Academy of Management Journal, 44(6), 1102-1121.
51. Mobley, W. H. (1977). Intermediate linkages in the relationship between job satisfaction and employee turnover. Journal of Applied Psychology, 62(2), 237-240.
52. Mobley, W. H. (1982). Employee turnover: Causes, consequences, and control. Reading, MT: Addison-Wesley.
53. Mueller, C. W., & Price, J. L. (1989). Some consequences of turnover: A work unit analysis. Human Relations, 42(5), 389-402.
54. Nishii, L. H. (2013). The benefits of climate for inclusion for gender-diverse groups. Academy of Management Journal, 56(6), 1754-1774.
55. Nyberg, A. (2010). Retaining your high performers: Moderators of the performance-job satisfaction-voluntary turnover relationship. Journal of Applied Psychology, 95(3), 440-453.
56. Nyberg, A. J., & Ployhart, R. E. (2013). Context-emergent turnover (CET) theory: A theory of collective turnover. Academy of Management Review, 38(1), 109-131.
57. Owens, B. P., Johnson, M. D., & Mitchell, T. R. (2013). Expressed humility in organizations: Implications for performance, teams, and leadership. Organization Science, 24(5), 1517-1538.
58. Park, T., & Shaw, J. D. (2013). Turnover rates and organizational performance: A metaanalysis. Journal of Applied Psychology, 98(2), 268-309.
59. Peterson, S. J., & Luthans, F. (2006). The impact of financial and nonfinancial incentives on business-unit outcomes over time. Journal of Applied Psychology, 91(1), 156-165.
60. Ployhart, R. E., & Vandenberg, R. J. (2010). Longitudinal research: The theory, design, and analysis of change. Journal of Management, 36, 94-120.
61. Ployhart, R. E., Weekley, J. A., & Ramsey, J. (2009). The consequences of human resource stocks and flows: A longitudinal examination of unit service orientation and unit effectiveness. Academy of Management Journal, 52(5), 996-1015.
62. Porter, L. W., & Steers, R. M. (1973). Organizational, work, and personal factors in employee turnover and absenteeism. Psychological Bulletin, 80(2), 151-176.
63. Price, J. L. (1977). The study of turnover. Ames, IA: Iowa State University Press.
64. Price, J. L., & Mueller, C. W. (1981). A causal model ofturnover for nurses. Academy of Management Journal, 24(3), 543-565.
65. Rafferty, A. E., & Restubog, S. L. D. (2010). The impact of change process and context on change reactions and turnover during a merger. Journal of Management, 36(5), 1309-1338.
66. Ramesh, A., & Gelfand, M. J. (2010). Will they stay or will they go? The role of job embeddedness in predicting turnover in individualistic and collectivistic cultures. Journal of Applied Psychology, 95(5), 807-823.
67. Russell, C. J., & Sell, M. V. (2012). A closer look at decisions to quit. Organizational Behavior and Human Decision Processes, 117(1), 125-137.
68. Schwab, D. (1991). Contextual variables in employee performance-turnover relationships. Academy of Management Journal, 34, 966-975.
69. Shaw, J. D., Delery, J. E., Jenkins, G. D., & Gupta, N. (1998). An organization-level analysis of voluntary and involuntary turnover. Academy of Management Journal, 41(5), 511-525.
70. Shaw, J. D., Dineen, B. R., Fang, R., & Vellella, R. F. (2009). Employee-organization exchange relationships, HRM practices, and quit rates of good and poor performers. Academy of Management Journal, 52(5), 1016-1033.
71. Shaw, J. D., Duffy, M. K., Johnson, J. L., & Lockhart, D. E. (2005a). Turnover, social capital losses, and performance. Academy of Management Journal, 48(4), 594-606.
72. Shaw, J. D., Gupta, N., & Delery, J. E. (2005b). Alternative conceptualizations of the relationship between voluntary turnover and organizational performance. Academy of Management Journal, 48(1), 50-68.
73. Shin, J., Taylor, M. S., & Seo, M. -G. (2012). Resources for change: The relationships of organizational inducements and psychological resilience to employees’ attitudes and behaviors toward organizational change. Academy of Management Journal, 55(3), 727-748.
74. Siebert, W. S., & Zubanov, N. (2009). Searching for the optimal level of employee turnover: A study of a large U.K. retail organization. Academy of Management Journal, 52(2), 294-313.
75. Staw, B. M. (1980). The consequences of turnover. Journal of Occupational Behavior, 1, 253-273.
76. Steel, R. P. (2002). Turnover theory at the empirical interface: Problems of fit and function. Academy of Management Review, 27(3), 346-360.
77. Steers, R. M., & Mowday, R. T. (1981). Employee turnover and post-decision justification. In L.L. Cummings & B.M. Staw (Eds.), Research in organizational behavior (Vol. 3, pp. 235-282). Greenwich, CT: JAI Press.
78. Sturman, M. C., & Trevor, C. O. (2001). The implications of linking the dynamic performance and turnover literatures. Journal of Applied Psychology, 86(4), 684-696.
79. Swider, B. W., Boswell, W. R., & Zimmerman, R. D. (2011). Examining the job search-turn- over relationship: The role of embeddedness, job satisfaction, and available alternatives. Journal of Applied Psychology, 96(2), 432-441.
80. Terborg, J. R., & Lee, T. W. (1984). A predictive study of organizational turnover rates. Academy of Management Journal, 27(4), 793-810.
81. Trevor, C. O. (2001). Interactions among actual ease of movement determinants and job satisfaction in the prediction of voluntary turnover. Academy of Management Journal, 44, 621-638.
82. Trevor, C. O., & Nyberg, A. J. (2008). Keeping your headcount when all about you are losing theirs: Downsizing, voluntary turnover rates, and the moderating role of HR practices. Academy of Management Journal, 51, 259-276.
83. Van Iddekinge, C. H., Ferris, G. R., Perrewe, P. L., Perryman, A. A., Blass, F. R., & Heetderks, T. D. (2009). Effects of selection and training on unit-level performance over time: A latent growth modeling approach. Journal of Applied Psychology, 94(4), 829-843.