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Why Public Employees Manipulate Performance Data: Prosocial Impact, Job Stress, and Red Tape

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  • Kroll, Alexander
  • Vogel, Dominik

    (University of Hamburg)

Abstract

While research on the dysfunctional uses of performance data is growing, we are still in search of theories that go beyond system-specific explanations and address data manipulation behavior at the level of the employee. In this article, we conceptualize different gaming responses to performance systems and test a model of performance cheating that emphasizes the critical role of employees’ prosocial impact, their job stress, and organizations’ red tape. We screen through a sample of almost 10,000 potential subjects and identify 964 public employees who work with performance data. Conducting a list experiment, a technique known to yield unbiased ratings of sensitive behaviors, we find that all three factors tend to reinforce performance cheating among public employees. The article contributes to the extension of causal chains in performance gaming theory via the inclusion of factors that have proven to be influential in behavioral research.

Suggested Citation

  • Kroll, Alexander & Vogel, Dominik, 2021. "Why Public Employees Manipulate Performance Data: Prosocial Impact, Job Stress, and Red Tape," SocArXiv eyjh3, Center for Open Science.
  • Handle: RePEc:osf:socarx:eyjh3
    DOI: 10.31219/osf.io/eyjh3
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    References listed on IDEAS

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    1. James J. Heckman & Carolyn J. Heinrich & Pascal Courty & Gerald Marschke & Jeffrey Smith (ed.), 2011. "The Performance of Performance Standards," Books from Upjohn Press, W.E. Upjohn Institute for Employment Research, number tpps, August.
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    3. Carolyn J. Heinrich & Gerald Marschke, 2010. "Incentives and their dynamics in public sector performance management systems," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 29(1), pages 183-208.
    4. Imai, Kosuke, 2011. "Multivariate Regression Analysis for the Item Count Technique," Journal of the American Statistical Association, American Statistical Association, vol. 106(494), pages 407-416.
    5. Brian A. Jacob & Steven D. Levitt, 2003. "Rotten Apples: An Investigation of the Prevalence and Predictors of Teacher Cheating," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 118(3), pages 843-877.
    6. Robert K. Christensen & Bradley E. Wright, 2018. "Public service motivation and ethical behavior: Evidence from three experiments," Journal of Behavioral Public Administration, Center for Experimental and Behavioral Public Administration, vol. 1(1).
    7. S. Lorenzo Benaine & Alexander Kroll, 2020. "Explaining effort substitution in performance systems: the role of task demands and mission orientation," Public Management Review, Taylor & Francis Journals, vol. 22(6), pages 813-835, June.
    8. Coppock, Alexander, 2019. "Generalizing from Survey Experiments Conducted on Mechanical Turk: A Replication Approach," Political Science Research and Methods, Cambridge University Press, vol. 7(3), pages 613-628, July.
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