Picture-based crop insurance: Using smartphone camera data for claims verification in India
This brief discusses the findings of an impact evaluation of a picture-based crop insurance scheme that uses smartphone camera data for claims verification in India. 3ie initially received funding for the Agricultural Insurance Evidence Program from UK aid through the Department for International De...
| Main Authors: | , , , , |
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| Format: | Brief |
| Language: | Inglés |
| Published: |
International Initiative for Impact Evaluation
2025
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| Subjects: | |
| Online Access: | https://hdl.handle.net/10568/175779 |
| _version_ | 1855522815877316608 |
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| author | Ceballos, Francisco Gaur, Pushkar Gupta, Monali Kannan, Samyuktha Kramer, Berber |
| author_browse | Ceballos, Francisco Gaur, Pushkar Gupta, Monali Kannan, Samyuktha Kramer, Berber |
| author_facet | Ceballos, Francisco Gaur, Pushkar Gupta, Monali Kannan, Samyuktha Kramer, Berber |
| author_sort | Ceballos, Francisco |
| collection | Repository of Agricultural Research Outputs (CGSpace) |
| description | This brief discusses the findings of an impact evaluation of a picture-based crop insurance scheme that uses smartphone camera data for claims verification in India. 3ie initially received funding for the Agricultural Insurance Evidence Program from UK aid through the Department for International Development (now known as FCDO). The program is now funded by the Bill & Melinda Gates Foundation. |
| format | Brief |
| id | CGSpace175779 |
| institution | CGIAR Consortium |
| language | Inglés |
| publishDate | 2025 |
| publishDateRange | 2025 |
| publishDateSort | 2025 |
| publisher | International Initiative for Impact Evaluation |
| publisherStr | International Initiative for Impact Evaluation |
| record_format | dspace |
| spelling | CGSpace1757792025-08-19T13:08:36Z Picture-based crop insurance: Using smartphone camera data for claims verification in India Ceballos, Francisco Gaur, Pushkar Gupta, Monali Kannan, Samyuktha Kramer, Berber crop insurance smartphones data impact assessment This brief discusses the findings of an impact evaluation of a picture-based crop insurance scheme that uses smartphone camera data for claims verification in India. 3ie initially received funding for the Agricultural Insurance Evidence Program from UK aid through the Department for International Development (now known as FCDO). The program is now funded by the Bill & Melinda Gates Foundation. 2025-02 2025-07-23T14:59:00Z 2025-07-23T14:59:00Z Brief https://hdl.handle.net/10568/175779 en https://www.3ieimpact.org/evidence-hub/publications/impact-evaluation/khetscore-impacts-using-digital-technologies-unlock https://doi.org/10.1016/j.deveng.2019.100042 https://doi.org/10.2499/p15738coll2.133524 https://doi.org/10.2499/p15738coll2.134941 https://ageconsearch.umn.edu/record/343861 https://3ieimpact.org/evidence-hub/publications/impact-evaluations/picture-based-crop-insurance-randomized-controlled Open Access International Initiative for Impact Evaluation Ceballos, Francisco; Gaur, Pushkar; Gupta, Monali; Kannan, Samyuktha; and Kramer, Berber. 2025. Picture-based crop insurance: Using smartphone camera data for claims verification in India. Impact evaluation brief: Agriculture, fishing and forestry. International Initiative for Impact Evaluation (3ie). https://doi.org/10.23846/B/IE/202501 |
| spellingShingle | crop insurance smartphones data impact assessment Ceballos, Francisco Gaur, Pushkar Gupta, Monali Kannan, Samyuktha Kramer, Berber Picture-based crop insurance: Using smartphone camera data for claims verification in India |
| title | Picture-based crop insurance: Using smartphone camera data for claims verification in India |
| title_full | Picture-based crop insurance: Using smartphone camera data for claims verification in India |
| title_fullStr | Picture-based crop insurance: Using smartphone camera data for claims verification in India |
| title_full_unstemmed | Picture-based crop insurance: Using smartphone camera data for claims verification in India |
| title_short | Picture-based crop insurance: Using smartphone camera data for claims verification in India |
| title_sort | picture based crop insurance using smartphone camera data for claims verification in india |
| topic | crop insurance smartphones data impact assessment |
| url | https://hdl.handle.net/10568/175779 |
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