The DOI matches its Crossref record; 1 of the 1 references it cites were found in a registry or an index.
Monitoring in Small Firms: Experimental Evidence from Kenyan Public Transit
Abstract
Small firms struggle to grow beyond a few employees. We introduce monitoring devices into commuter minibuses in Kenya and randomize which minibus owners have access to the data using a novel mobile app. We find that treated vehicle owners modify the terms of the contract to induce higher effort and lower risk taking from their drivers. This reduces firm costs and increases firm profitability. There is suggestive evidence that some firms expand. These results suggest that small firms may be able to utilize monitoring technologies to overcome problems of moral hazard and enhance their profitability. (JEL D22, D24, D82, J41, L25, L92, O14)
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Cites
Learning by doing and learning from others: Human capital and technical change in agriculture
Foster, A. D., & Rosenzweig, M. R. (1995) · Journal of Political Economy · doi:10.1086/601447 · Cited by 2,038
Research works printed but not linked: 43
- 10.1257/aer.20180555 · DOI
- 10.1086/381111 · DOI
- 10.1093/qje/qjx023 · DOI · Paper page
- 10.1093/qje/qjx002 · DOI · Paper page
- 10.1162/0033553042476152 · DOI · Paper page
- Banerjee, Abhijit, Esther Duflo, Amy Finkelstein, Lawrence F. Katz, Benjamin A. Olken, and Anja Sautmann. 2020. "In Praise of Moderation: Suggestions for the Scope and Use of Pre-Analysis Plans for RCTs in Economics." NBER Working Paper 26993. · DOI
- 10.3982/ECTA18773 · DOI
- Behrens, Roger, Dorothy McCormick, and David Mfinanga. 2015. Paratransit in African Cities: Operations, Regulation and Reform. New York, NY: Routledge. · doi:10.4324/9781315849515
- 10.1006/game.1995.1027 · DOI · Paper page
- 10.1287/mnsc.2014.1933 · DOI · Paper page
- 10.1093/qje/qjs044 · DOI · Paper page
- Bruun, Eric, and Roger Behrens. 2014. "Paratransit in Sub-Saharan African Cities-Improving and Integrating "Informal" Services." In Shaping the New Future of Paratransit: An International Conference on Demand Responsive Transit, Monterey, CA, USA, October 29-31, 2014, p. 18: Transportation Research Board.
- 10.1016/j.tranpol.2007.04.011 · DOI · Paper page
- 10.1086/298211 · DOI
- 10.1257/app.6.2.1 · DOI · Paper page
- 10.1016/S0304-3878(00)00116-4 · doi:10.1016/s0304-3878(00)00116-4
- X., 2006, Presentation to Future Urban Transport Conference, Göteborg, Sweden, 2
- 10.1086/705375 · DOI
- 10.1016/j.jpubeco.2011.06.008 · DOI
- Jack William, 2015, Proceedings of the National Academy of Sciences, 112, E4661
- Kreindler Gabriel, 2017, Science, 357, 89, 10.1126/science.aan2747 · DOI
- 10.1093/jleo/7.special_issue.24 · DOI · Paper page
- 10.1257/jep.28.3.89 · DOI · Paper page
- 10.1162/003355300554845 · DOI
- 10.1257/000282803769206322 · DOI
- 10.1016/0022-0531(90)90066-S · DOI · Paper page
- Jayachandran, Seema. 2020. "Microentrepreneurship in Developing Countries." Unpublished. · DOI
- 10.1162/REST_a_00074 · DOI · Paper page
- Kelley, Erin M., Gregory Lane, and David Schönholzer. 2024. Data and Code for: "Monitoring in Small Firms: Experimental Evidence from Kenyan Public Transit." Nashville, TN: American Economic Association; distributed by Inter-university Consortium for Political and Social Research, Ann Arbor, MI. https://doi.org/10.3886/E202063V1. · doi:10.3886/e202063v1
- Lane, Gregory, David Schönholzer, and Erin M. Kelley. 2022. "Information and Strategy in Lemon Markets: Improving Safety in Informal Transit." Unpublished. · doi:10.1257/rct.9315
- 10.1257/000282803322157115 · DOI · Paper page
- 10.1287/mnsc.2020.3721 · DOI
- 10.2307/3003596 · DOI · Paper page
- Njeru W. M., E. K., 2009, African Health Sciences, 9, 118
- 10.5038/2375-0901.16.2.7 · doi:10.5038/2375-0901.16.2.7
- 10.1162/rest_a_00798 · DOI
- 10.1287/mnsc.2016.2492 · DOI · Paper page
- Mutongi, Kenda. 2017. Matatu: A History of Popular Transportation in Nairobi. Chicago, IL: University of Chicago Press. · DOI
- 10.1076/icsp.10.1.53.14103 · doi:10.1076/icsp.10.1.53.14103
- 10.1111/caje.12502 · DOI
- 10.1086/683836 · DOI
- 10.1016/0022-0531(79)90031-0 · DOI · Paper page
- Lieshout Van, 2017, Start and Improve Your Business Global Tracer Study, 2011
Metadata
- Authors
- Kelley, E. M., Lane, G., & Schönholzer, D.
- Affiliations
- University of Chicago (US)
- University of California, Santa Cruz (US)
- ORCID
- Kelley, Erin M.
- Venue
- American Economic Review
- Publisher
- American Economic Association
- Published
- 2024-10-01
- Volume
- 114
- Issue
- 10
- Pages
- 3119-3160
- ISSN
- 0002-8282 (ISSN-L)
- 1944-7981
- OpenAlex
- W4402924206
- Cited by
- 16
- References
- 1
- Citations by year
- 2026: 4 · 2025: 5 · 2024: 3
- FWCI
- 4.97
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- American Economic Review (publishedVersion)
- RePEc: Research Papers in Economics (submittedVersion)
- Topics
- Social Sciences › Economics, Econometrics and Finance › Economics and Econometrics › Experimental Behavioral Economics Studies
- Social Sciences › Economics, Econometrics and Finance › Economics and Econometrics › Law, Economics, and Judicial Systems
- Social Sciences › Economics, Econometrics and Finance › Economics and Econometrics › Merger and Competition Analysis
- Keywords
- small business, monitoring technology, moral hazard, public transport, risk-taking, firm profitability, business growth, contract terms, mobile application, Kenya
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