Giovanis, Eleftherios (2015): Do the Flexible Employment Arrangements Increase Job Satisfaction and the Loyalty of the Employees? An Evidence from Great Britain. Published in: International Journal of Computational Economics and Econometrics , Vol. 9, No. 1-2 (12 February 2019): pp. 84-115.
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Abstract
This study explores the relationship between job satisfaction, employee loyalty and various types of flexible employment arrangements using the Workplace Employee Relations Survey (WERS) in 2004 and 2011. A propensity score matching and fixed effects regressions are applied. Finally, Bayesian Networks (BN) and Directed Acyclic Graphs (DAGs) are employed in order to confirm the causality between employment types explored and the outcomes of interest. Furthermore, an instrumental variables (IV) approach based on BN framework is proposed and applied in this study. The results support that there is a positive causal effect from these employment arrangements on job satisfaction and employee loyalty.
Item Type: | MPRA Paper |
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Original Title: | Do the Flexible Employment Arrangements Increase Job Satisfaction and the Loyalty of the Employees? An Evidence from Great Britain. |
English Title: | Do the Flexible Employment Arrangements Increase Job Satisfaction and the Loyalty of the Employees? An Evidence from Great Britain. |
Language: | English |
Keywords: | Bayesian Networks; Directed Acyclic Graphs; Employee Loyalty; Employment Arrangements; Job Satisfaction; Teleworking; Workplace Employment Relations Survey |
Subjects: | C - Mathematical and Quantitative Methods > C1 - Econometric and Statistical Methods and Methodology: General > C11 - Bayesian Analysis: General J - Labor and Demographic Economics > J2 - Demand and Supply of Labor > J28 - Safety ; Job Satisfaction ; Related Public Policy J - Labor and Demographic Economics > J5 - Labor-Management Relations, Trade Unions, and Collective Bargaining > J53 - Labor-Management Relations ; Industrial Jurisprudence J - Labor and Demographic Economics > J6 - Mobility, Unemployment, Vacancies, and Immigrant Workers J - Labor and Demographic Economics > J6 - Mobility, Unemployment, Vacancies, and Immigrant Workers > J63 - Turnover ; Vacancies ; Layoffs J - Labor and Demographic Economics > J8 - Labor Standards: National and International > J81 - Working Conditions |
Item ID: | 94026 |
Depositing User: | Eleftherios Giovanis |
Date Deposited: | 21 May 2019 08:57 |
Last Modified: | 26 Sep 2019 12:42 |
References: | Baetschmann, G., Staub, K.E., Winkelmann, R. (2014). ‘Consistent Estimation of the Fixed Effects Ordered Logit Model’, Journal of the Royal Statistical Society: Series A (Statistics in Society, vol. 178(3), pp. 685-703. Bailyn, L. (1988). ‘Freeing Work from the Constraints of Location and Time’, New Technology, Work, and Employment, vol. 3, pp.143–152. Bélanger, F. (1999). ‘Workers’ propensity to telecommute: An empirical study’, Information Management, vol. 35(3), pp. 139-153. Bentler, P.M. (1990). ‘Comparative Fit Indexes in Structural Models’, Psychological Bulletin, vol. 107(2), pp. 238-246. Burgoon, J. K., Bonito, J. A., Ramirez, A., Dunbar, N. E., Kam, K., Fischer, J. (2002). ‘Testing the interactivity principle: Effects of mediation, propinquity, and verbal and nonverbal modalities in interpersonal interaction’, Journal of Communication, vol. 52, pp. 657-677. Clark, A.E., Oswald, A.J. (1996). ‘Satisfaction and Comparison Income’, Journal of Public Economics, vol. 61, pp. 350-381. Crandall, W., Gao, L. (2005). ‘An update on telecommuting: Review and prospects for emerging issues’, S.A.M. Advanced Management Journal, vol. 70(3), pp. 30-37. Eurofond: European Foundation for the Improvement of Living and Working Conditions (2008). ‘ERM Report 2008 More and better jobs: Patterns of employment expansion in Europe’, 97p. Available at http://www.eurofound.europa.eu/ publications/htmlfiles/ef0850.htm. Fonner, K. L., Roloff, M. E. (2010). ‘Why teleworkers are more satisfied with their jobs than are office-based workers: When less contact is beneficial’, Journal of Applied Communication Research, vol. 38, pp. 336-361. Gajendran, R. S., Harrison, D. A. (2007). ‘The good, the bad, and the unknown about telecommuting: Meta-analysis of psychological mediators and individual consequences’, Journal of Applied Psychology, vol. 92, pp. 1524-1521. Golden, T. D., Veiga, J. F. (2005). ‘The impact of extent of telecommuting on job satisfaction: Resolving inconsistent findings’, Journal of Management, vol. 31, pp. 301- 318. Golden, T. D., Veiga, J. F., Simsek, Z. (2006). ‘Telecommuting‘s differential impact on work-family conflict: Is there no place like home?’ Journal of Applied Psychology, vol. 91, pp. 1340-1350. Hamermesh, D.S. (2000). ‘The changing distribution of job satisfaction’, Journal of Human Resources, vol. 36, pp. 1–30. Heckerman, D. E. (1997). ‘Bayesian networks for data mining’, Data Mining and Knowledge Discovery, vol. 1, pp. 79-119. Kalisch, M., Buhlmann, P. (2007). ‘Estimating High-Dimensional Directed Acyclic Graphs with ¨ the PC-Algorithm’, Machine Learning, vol. 8, pp. 613–636. Lister, K., Harnish, T. (2011). ‘The state of teleworking in the U.S.: how individuals, businesses, and government benefit’, Teleworker Research Network. http://www.workshifting.com/downloads/downloads/Telework-Trends-US.pdf Lowry, P. B., Roberts, T. L., Romano, N. C., Cheney, P. D., Hightower, R. T. (2006). ‘The impact of group size and social presence on small-group communication: Does computer-mediated communication make a difference?’ Small Group Research, vol. 37, pp. 631-661. Manning, A. (2003a). ‘The real thin theory: Monopsony in modern labour markets. Labour Economics’, vol. 10(2), pp. 105–131. Manning, A. (2003b), Monopsony in Motion: Imperfect Competition in Labor Markets. Princeton, NJ: Princeton University Press. Mulalic, I. Van Ommeren, J.N., Pilegaard, N. (2014). ‘Wages and Commuting: Quasi-Natural experiments’ evidence from firms that relocate’, The Economic Journal, vol. 124(579), pp. 1086-1105. Neapolitan, R.E. (2003). Learning Bayesian Networks. Prentice Hall Series in Artificial Intelligence, Pearson Education: New Jersey. Nilles, J. M. (1994). Making telecommuting happen: A guide for telemanagers and telecommuters. New York: John Wiley & Sons. Potter, E.E. (2003). Telecommuting: The future of work, corporate culture, and American society. Journal of Labor Research, 23(1), 73-83. Olson, J. S., Teasley, S., Covi, L., Olson, G. (2002). ‘The (currently) unique advantages of collocated work’, In P. Hinds and S. Kiesler (Eds.), Distributed work (pp. 113-135). Cambridge, MA: MIT Press. Pearl, J. (1988). Probabilistic Reasoning in Intelligent Systems. San Mateo, California, Morgan Kaufmann. Pearl, J. (2000). Causality. Models, Reasoning, and Inference. Cambridge University Press, Cambridge Pearl, J. (2009). ‘Causal inference in statistics: An overview’, Statistical Surveys, vol. 3, pp. 96–146. Rosenbaum, P. R., Rubin, D. B. (1983). ‘The central role of the propensity score in observational studies for causal effects’, Biometrika, vol. 70(1), pp. 41–55. Short, J., Williams, E., Christie, B. (1976). The social psychology of telecommunications. London, UK: Wiley. Sims, H. P., Szilagyi, A. D., Keller, R. T. (1976). ‘The measurement of job characteristics’, Academy of Management Journal, vol. 19, pp. 195-212. Spirtes, P., Glymour, C., Scheines, R. (2000). Causation, Prediction, and Search. 2nd ed, MIT Press, Cambridge, MA. Tucker, L. R., Lewis, C. (1973). ‘A reliability coefficient for maximum likelihood factor analysis’, Psychometrika, vol. 38, pp. 1-10. Van Praag, B.M.B., Ferrer-i-Carbonell, A. (2004). Happiness quantified: A satisfaction calculus approach. Oxford: Oxford University Press. WorldatWork. (2011). ‘Telework 2011’. A WorldatWork Special Report Based on Data Collected by The Dieringer Research Group Inc. and WorldatWork http://www.worldatwork.org/waw/adimLink?id=53034. |
URI: | https://mpra.ub.uni-muenchen.de/id/eprint/94026 |
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Do the Flexible Employment Arrangements Increase Job Satisfaction and the Loyalty of the Employees? An Evidence from Great Britain. (deposited 06 Jan 2016 00:34)
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