Potential to Foster Relationships and Reduce Early Turnover by Assigning New Employees to Younger Teams based on Formal and Informal Relationships
Abstract
The early turnover rate of Japanese university graduates has remained at approximately 30% over the past 30 years, mainly because of poor human relations within companies. To the best of our knowledge, no previous study has examined early turnover from the perspective of both formal and informal relationships. We propose an organizational structure for companies that reduces early turnover by considering both formal and informal relationships. A simulation model was developed to evaluate the effects of such relationship networks on early turnover. To inhibit the early turnover of new employees, we recommend forming teams of younger existing employees and assigning new employees to such teams. The simulation results show that the proposed corporate organizational structure is more effective in reducing early turnover than the existing top-down corporate structures.
References
K. Iwata, J. Asaka, K. Abe, M. Udagawa, J. Ochi, M. Matsui, H. Murakoshi, and H. Hayashi, “Preventing Early Turnover of New Employees by Considering Formal and Informal Relationships,” International Conference on Smart Computing and Artificial Intelligence (SCAI), Proceedings of IIAI International Congress on Advanced Applied Informatics (AAI), pp.299-304, 2023.
Ministry of Health, Labour and Welfare, “Job Turnover Rate within 3 Years of Employment by Educational Background,” Available at
https://www.mhlw.go.jp/content/11652000/000845624.pdf,” 2021. (in Japanese)
Ministry of Internal Affairs and Communications Statistics Bureau, “Labor Force Survey Long-term Time Series Data (basic tabulation),” Available at https://www.stat.go.jp/data/roudou/longtime/03roudou.html#hyo_1, 2022. (in Japanese)
J. P. Meyer, D. J. Stanley, L. Herscovitch, and L. Topolnytsky, “Affective, Continuance and Normative Commitment to the Organization: A Meta-analysis of Antecedents, Correlates and Consequences,” Journal of Vocational Behavior, vol. 61, no. 1, pp. 20–52, 2002.
J. Lee and S. Kim, ”Exploring the Role of Social Networks in Affective Organizational Commitment: Network Centrality, Strength of Ties, and Structural Holes,” The American Review of Public Administration, vol. 41, no. 2, pp. 205–223, 2011.
J. W. Bishop and K. D. Scott, “An Examination of Organizational and Team Commitment in a Self-Directed Team Environment,” Journal of Applied Psychology, vol. 85, 439–450, 2000.
G. Kartika and D. E. Purba, "Job Satisfaction and Turnover Intention: The Mediating Effect of Affective Commitment," Psychological Research on Urban Society, vol. 1, no. 2, Article 11. doi: 10.7454/proust.v1i2.34. Available at:
https://scholarhub.ui.ac.id/proust/vol1/iss2/11, October 2018.
N. Mehmood, U. N. U. Ahmad, S. Irum, and M. Ashfaq, “Job Satisfaction, Affective Commitment, and Turnover Intentions among Front Desk Staff: Evidence from Pakistan,” International Review of Management and Marketing, vol. 6, pp. 305–309, 2016.
K. W. Mossholder, R. P. Settoon, and S. C. Henagan, “A Relational Perspective on Turnover: Examining Structural, Attitudinal, and Behavioral Predictors,” Academy of Management Journal, vol. 48, no. 4, pp. 607–618, 2005.
Y. Vimolwan, and S. Pooja, “The Influence of Affective Commitment, Job Satisfaction and Job Stress on Turnover Intention: A Study of Nepalese Bank Employees,” Integrative Business and Economics Research, vol. 9, pp. 88–98, Supplementary Issue 1, 2020.
L. Guohao, S. Pervaiz, and H. Qi, “Workplace Friendship is a Blessing in the Exploration of Supervisor Behavioral Integrity, Affective Commitment, and Employee Proactive Behavior – An Empirical Research from Service Industries of Pakistan,” Psychology Research and Behavior Management, vol. 14, pp. 1447–1459, 2021.
M. Ertem and F. K. Şentürk, “A Research on the Variables that Effect Affective Commitment to Change,” Business & Management Studies: An International Journal, vol. 9, no. 2, pp. 327–342, doi: 10.15295/bmij.v9i1.1761, 2021.
I. K. Nielsen, S. M. Jex, and G. Adams, “Development and Validation of Scores on a Two-Dimensional Workplace Friendship Scale,” Educational and Psychological Measurement, vol. 60, pp. 628–643, doi: 10.1177/00131640021970655, 2000.
O. Erdil, and Ö. G. Ertosun, “The Relationship between Social Climate and Loneliness in the Workplace and Effects on Employee Well-Being,” Procedia Social and Behavioral Sciences, vol. 24, pp. 505–525, 2011.
G. W. Marshall, C. E. Michaels, and J. Mulki, “Workplace Isolation: Exploring the Construct and Its Measurement,” Psychology and Marketing, vol. 24, pp. 195–223, doi.org/10.1002/mar.20158, 2007.
P. F. Lazarsfeld, and R. K. Merton, "Friendship as a Social Process: A Substantive and Methodological Analysis." Freedom and Control in Modern Society, pp. 18–66, 1954.
P. V. Marsden, “Homogeneity in Confiding Relations,” Social Networks, vol. 10, pp. 57–76, 1998.
L. C. Freeman, “Centrality in Social Networks Conceptual Clarification,” Social Networks, vol. 1, issue. 3, pp. 215–239, 1978-1979.
R. S, Burt, Structural Holes: The Social Structure of Competition, Harvard Business Press, 1992.
S. P. Borgatti, M. G. Everett, and L. C. Freeman, Ucinet 6 for Windows. Harvard, MA: Analytic Technologies, 2002.
S. P. Borgatti, “Structural Holes: Unpacking Burt’s Redundancy Measures,”
CONNECTIONS, vol. 20, pp. 35–38. Available at
http://www.analytictech.com/connections/v20(1)/holes.htm, 1997.
J. S. Coleman, “Social Capital in the Creation of Human Capital,” American Journal of Sociology, vol. 94, pp. S95–S120, 1988.
Y. Hsu, C. Peng, M. Chou, C. Yeh, and Q. Zhang, “Workplace Friendship, Helping Behavior, and Turnover Intention: The Meditating Effect of Affective Commitment,” Advances in Management & Applied Economics, vol. 10, no. 5, pp. 55–75, 2020.
D. L. Balfour, and B. Wechsler, “Organizational Commitment: Antecedents and Outcomes in Public Organizations,” Public Productivity and Management Review, vol. 19, pp. 256–277, 1996.
R. T. Mowday, R. M. Steers, and L. W. Porter, “The Measurement of Organizational Commitment,” Journal of Vocational Behavior, vol. 14, pp. 224–247, 1979.
E. W. Larson, and C. V. Fukami, “Relationships Between Worker Behavior and Commitment to the Organization and Union,” Proceedings of the Academy of Management Journal, vol. 1984, no. 1, pp. 222–226, 1984.
J. V. Maanen, “Police Socialization: A Longitudinal Examination of Job Attitudes in an Urban Police Department,” Administrative Science Quarterly, vol .20, pp. 207–228, 1975.
N. J. Allen and J. P. Meyer, “The Measurement and Antecedents of Affective, Continuance and Normative Commitment to the Organization.” Journal of Occupational Psychology, vol. 63, pp. 1–18, 1990.
J. P. Meyer and L. Herscovitch, “Commitment in the Workplace: Toward a General Model.” Human Resource Management Review, vol. 11, pp. 299–326, 2001.
Ministry of Internal Affairs and Communications Statistics Bureau, “Labor Force Survey (Basic Tabulation) Table 11 Labor Force by Age Group,” Available at https://www.stat.go.jp/data/roudou/sokuhou/tsuki/zuhyou/05411.xlsx,” 2022. (in Japanese)
G. Cohen, R. S. Blake, and D. Goodman, “Does Turnover Intention Matter? Evaluating the Usefulness of Turnover Intention Rate as a Predictor of Actual Turnover Rate,” Review of Public Personnel Administration, vol. 36, pp. 1–24, doi:10.1177/0734371X15581850,2015.