Experimental Design in Two-Sided Platforms: An Analysis of Bias
Published Online:25 Jan 2022https://doi.org/10.1287/mnsc.2021.4247
Supplemental Material
The replication files for this article are available HERE.
- Cited by
- 26 June 2026 | Management Science, Vol. 0, No. 0
- 22 September 2025 | Management Science, Vol. 72, No. 6
- 20 May 2026 | Journal of Business & Economic Statistics, Vol. 37
- 9 April 2026 | Management Science, Vol. 0, No. 0
- 4 December 2025 | Journal of Marketing, Vol. 90, No. 2
- 1 March 2026 | Journal of Marketing Research, Vol. 71
- 11 February 2026 | Journal of Business & Economic Statistics, Vol. 14
- 28 May 2025 | Management Science, Vol. 72, No. 2
- Journal of Drug Delivery Science and Technology, Vol. 116
- 12 January 2026 | Journal of the Royal Statistical Society Series B: Statistical Methodology, Vol. 41
- Journal of Systems and Software, Vol. 230
- 15 October 2025 | Management Science, Vol. 0, No. 0
- 31 December 2024 | Information Systems Research, Vol. 36, No. 3
- 28 April 2025 | Operations Research, Vol. 73, No. 5
- 29 November 2024 | Management Science, Vol. 71, No. 8
- 18 September 2024 | Management Science, Vol. 71, No. 6
- 20 September 2024 | Management Science, Vol. 71, No. 6
- 24 May 2024 | Management Science, Vol. 71, No. 3
- 5 April 2024 | Management Science, Vol. 71, No. 1
- 22 October 2024 | Strategy Science, Vol. 9, No. 4
- 27 September 2024 | Proceedings of the National Academy of Sciences, Vol. 121, No. 40
- 14 December 2023 | Management Science, Vol. 70, No. 8
- 5 January 2024 | Journal of the Royal Statistical Society Series B: Statistical Methodology, Vol. 86, No. 3
- 18 October 2023 | The American Statistician, Vol. 78, No. 2
- 1 January 2024 | SSRN Electronic Journal, Vol. 6
- 1 January 2024 | SSRN Electronic Journal, Vol. 41
- 31 August 2023 | Pharmaceutics, Vol. 15, No. 9
- 3 August 2023 | Journal of Causal Inference, Vol. 11, No. 1
- 28 June 2023 | Management Science, Vol. 69, No. 8
- 17 October 2022 | Management Science, Vol. 69, No. 7
- 10 March 2023 | Service Science, Vol. 15, No. 2
- 14 March 2023 | International Journal of Environmental Research and Public Health, Vol. 20, No. 6
- 1 January 2023 | SSRN Electronic Journal, Vol. 3
- 1 January 2023 | SSRN Electronic Journal, Vol. 66
- 1 January 2023 | SSRN Electronic Journal, Vol. 100
- 21 June 2022 | Frontiers in Big Data, Vol. 5
- SSRN Electronic Journal, Vol. 31
- SSRN Electronic Journal, Vol. 64
- 1 January 2018 | SSRN Electronic Journal, Vol. 18
Volume 68, Issue 10
October 2022
Pages 7065-7791, iii-iv
Article Information
Supplemental Material
Metrics
Information
- Received:August 14, 2020
- Accepted:August 22, 2021
- Published Online:January 25, 2022
Copyright © 2022, INFORMS
Cite as
Ramesh Johari, Hannah Li, Inessa Liskovich, Gabriel Y. Weintraub (2022) Experimental Design in Two-Sided Platforms: An Analysis of Bias. Management Science 68(10):7069-7089.
https://doi.org/10.1287/mnsc.2021.4247
Keywords
The authors thank Navin Sivanandam from Airbnb for numerous fruitful conversations. The authors also thank Guillaume Basse, Dominic Coey, Nikhil Garg, David Holtz, Michael Luca, Johan Ugander, and Nicolas Stier for their feedback as well as seminar participants at ACM EC’20, Facebook, Marketplace Algorithms and Design, CODE 2020, INFORMS 2020, Lyft, Vinted, Marketplace Innovations Workshop 2021, MSOM 2021, and Stanford. Finally, the authors thank the ACM EC’20 review team for their thoughtful comments and engagement with their work.
