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Managing automation in teams

Author

Listed:
  • Mustafa Dogan
  • Pinar Yildirim
Abstract
In this paper, we study a principal's decision to introduce automation into a production process governed by a team of employees. When introduced, automation displaces an employee with a machine. This displacement increases efficiency as the machine carries out the tasks of the employee at a lower cost, and reduces the scope of moral hazard as the machine does not make unobserved effort choices. We show that, despite the direct benefits, a principal may prefer not to adopt automation due to its indirect costs. Before automation is introduced, the principal is able to take advantage of her ability to shape the interactions between the team members to manage the agency problem. Automation eliminates this ability and removes an incentive device at the principal's discretion, resulting in an indirect cost. On the one hand, adopting automation is always optimal when the principal incentivizes employees independently, abstaining from creating a team interaction. On the other hand, automation may be suboptimal when the principal incentivizes employees by encouraging them to compete via a “relative performance evaluation” contract or to cooperate via a “joint performance evaluation” contract. We offer two extensions to test the robustness of these findings qualitatively. First, the findings carry through if we consider alternative effects of automation, where it impacts employees symmetrically without displacing any employee. Second, the findings also remain consistent when there are synergies between the efforts of team members.

Suggested Citation

  • Mustafa Dogan & Pinar Yildirim, 2022. "Managing automation in teams," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 31(1), pages 146-170, February.
    • Handle: RePEc:bla:jemstr:v:31:y:2022:i:1:p:146-170
    DOI: 10.1111/jems.12456
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    References listed on IDEAS

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    1. Alchian, Armen A & Demsetz, Harold, 1972. "Production , Information Costs, and Economic Organization," American Economic Review, American Economic Association, vol. 62(5), pages 777-795, December.
    2. Weng, Qian & Carlsson, Fredrik, 2015. "Cooperation in teams: The role of identity, punishment, and endowment distribution," Journal of Public Economics, Elsevier, vol. 126(C), pages 25-38.
    3. Luis Rayo, 2007. "Relational Incentives and Moral Hazard in Teams," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 74(3), pages 937-963.
    4. Cheryl Gaimon, 1985. "The Optimal Acquisition of Automation to Enhance the Productivity of Labor," Management Science, INFORMS, vol. 31(9), pages 1175-1190, September.
    5. Sinan Aral & Erik Brynjolfsson & Lynn Wu, 2012. "Three-Way Complementarities: Performance Pay, Human Resource Analytics, and Information Technology," Management Science, INFORMS, vol. 58(5), pages 913-931, May.
    6. Choi, Yoon K., 1993. "Managerial incentive contracts with a production externality," Economics Letters, Elsevier, vol. 42(1), pages 37-42.
    7. Frey, Carl Benedikt & Osborne, Michael A., 2017. "The future of employment: How susceptible are jobs to computerisation?," Technological Forecasting and Social Change, Elsevier, vol. 114(C), pages 254-280.
    8. Robert Gibbons & Kevin J. Murphy, 1990. "Relative Performance Evaluation for Chief Executive Officers," ILR Review, Cornell University, ILR School, vol. 43(3), pages 30, April.
    9. Yeon-Koo Che & Seung-Weon Yoo, 2001. "Optimal Incentives for Teams," American Economic Review, American Economic Association, vol. 91(3), pages 525-541, June.
    10. Tat Y. Chan & Jia Li & Lamar Pierce, 2014. "Compensation and Peer Effects in Competing Sales Teams," Management Science, INFORMS, vol. 60(8), pages 1965-1984, August.
    11. Berkeley J. Dietvorst & Joseph P. Simmons & Cade Massey, 2018. "Overcoming Algorithm Aversion: People Will Use Imperfect Algorithms If They Can (Even Slightly) Modify Them," Management Science, INFORMS, vol. 64(3), pages 1155-1170, March.
    12. Alessandro Bonatti & Heikki Rantakari, 2016. "The Politics of Compromise," American Economic Review, American Economic Association, vol. 106(2), pages 229-259, February.
    13. Daron Acemoglu & Pascual Restrepo, 2020. "Robots and Jobs: Evidence from US Labor Markets," Journal of Political Economy, University of Chicago Press, vol. 128(6), pages 2188-2244.
    14. Daron Acemoglu & Pascual Restrepo, 2018. "The Race between Man and Machine: Implications of Technology for Growth, Factor Shares, and Employment," American Economic Review, American Economic Association, vol. 108(6), pages 1488-1542, June.
    15. George Baker & Robert Gibbons & Kevin J. Murphy, 2002. "Relational Contracts and the Theory of the Firm," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 117(1), pages 39-84.
    16. Markus Mobius & Raphael Schoenle, 2006. "The Evolution of Work," NBER Working Papers 12694, National Bureau of Economic Research, Inc.
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