Is personalized better: Digital advisory and productivity differentials in rice farming in Nigeria
Personalized extension advisory deliver information that are more compatible with farmer production conditions and has a better chance of adoption and impacts. We exploit a rich four-round experimental panel data on RiceAdvice, a decision support app that provides personalized information on soil fe...
| Main Authors: | , , |
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| Format: | Conference Paper |
| Language: | Inglés |
| Published: |
2023
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| Subjects: | |
| Online Access: | https://hdl.handle.net/10568/130945 |
| _version_ | 1855529274094649344 |
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| author | Owusu, S.E. Arouna, Aminou Narrod, Clare |
| author_browse | Arouna, Aminou Narrod, Clare Owusu, S.E. |
| author_facet | Owusu, S.E. Arouna, Aminou Narrod, Clare |
| author_sort | Owusu, S.E. |
| collection | Repository of Agricultural Research Outputs (CGSpace) |
| description | Personalized extension advisory deliver information that are more compatible with farmer production conditions and has a better chance of adoption and impacts. We exploit a rich four-round experimental panel data on RiceAdvice, a decision support app that provides personalized information on soil fertility management and other agricultural practices to rice farmers. We evaluate the impact of the app on technological, managerial, frontier yield, and fertilizer productivity differentials, while accounting for differences in production technologies possessed by the different treatment groups. Re sults based on the true random effects estimator suggest that exposure to RiceAdvice significantly increases the production possibilities and managerial performance of rice smallholders exposed to it (treated farmers), leading to an upward shift in the production frontier for those same farmers. Exposed farmers also have higher mean fertilizer productivity compared to the unexposed, especially when bundled with fertilizer in puts. The impacts are stronger in the early years but wanes over time. Ensuring consistent access to the app as well as fertilizer input could help sustain the gains. |
| format | Conference Paper |
| id | CGSpace130945 |
| institution | CGIAR Consortium |
| language | Inglés |
| publishDate | 2023 |
| publishDateRange | 2023 |
| publishDateSort | 2023 |
| record_format | dspace |
| spelling | CGSpace1309452025-11-05T06:58:53Z Is personalized better: Digital advisory and productivity differentials in rice farming in Nigeria Owusu, S.E. Arouna, Aminou Narrod, Clare productivity rice farming systems technology Personalized extension advisory deliver information that are more compatible with farmer production conditions and has a better chance of adoption and impacts. We exploit a rich four-round experimental panel data on RiceAdvice, a decision support app that provides personalized information on soil fertility management and other agricultural practices to rice farmers. We evaluate the impact of the app on technological, managerial, frontier yield, and fertilizer productivity differentials, while accounting for differences in production technologies possessed by the different treatment groups. Re sults based on the true random effects estimator suggest that exposure to RiceAdvice significantly increases the production possibilities and managerial performance of rice smallholders exposed to it (treated farmers), leading to an upward shift in the production frontier for those same farmers. Exposed farmers also have higher mean fertilizer productivity compared to the unexposed, especially when bundled with fertilizer in puts. The impacts are stronger in the early years but wanes over time. Ensuring consistent access to the app as well as fertilizer input could help sustain the gains. 2023-07-25 2023-06-29T17:53:32Z 2023-06-29T17:53:32Z Conference Paper https://hdl.handle.net/10568/130945 en Open Access application/pdf Owusu, S.E. Arouna, A. and Narrod, C. 2023. Is personalized better: Digital advisory and productivity differentials in rice farming in Nigeria. Paper presented at the 2023 Agricultural & Applied Economics Association Annual Meeting, Washington, DC, 23-25 July 2023. |
| spellingShingle | productivity rice farming systems technology Owusu, S.E. Arouna, Aminou Narrod, Clare Is personalized better: Digital advisory and productivity differentials in rice farming in Nigeria |
| title | Is personalized better: Digital advisory and productivity differentials in rice farming in Nigeria |
| title_full | Is personalized better: Digital advisory and productivity differentials in rice farming in Nigeria |
| title_fullStr | Is personalized better: Digital advisory and productivity differentials in rice farming in Nigeria |
| title_full_unstemmed | Is personalized better: Digital advisory and productivity differentials in rice farming in Nigeria |
| title_short | Is personalized better: Digital advisory and productivity differentials in rice farming in Nigeria |
| title_sort | is personalized better digital advisory and productivity differentials in rice farming in nigeria |
| topic | productivity rice farming systems technology |
| url | https://hdl.handle.net/10568/130945 |
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