Learning from Practice: A protocol for measuring adaptation outcomes in the CGIAR climate change research portfolio, 2012-2023
The Sixth Assessment of the Intergovernmental Panel on Climate Change reflected concern for the limited lessons that have been learned about effectiveness and impact from years of formal adaptation actions and policies. This article seeks to fill that gap by examining ten years of CGIAR research int...
| Main Authors: | , |
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| Format: | Informe técnico |
| Language: | Inglés |
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CGIAR System Organization
2024
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| Online Access: | https://hdl.handle.net/10568/172576 |
| _version_ | 1855538247654965248 |
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| author | Carr, Edward R. Mukherji, Aditi |
| author_browse | Carr, Edward R. Mukherji, Aditi |
| author_facet | Carr, Edward R. Mukherji, Aditi |
| author_sort | Carr, Edward R. |
| collection | Repository of Agricultural Research Outputs (CGSpace) |
| description | The Sixth Assessment of the Intergovernmental Panel on Climate Change reflected concern for the limited lessons that have been learned about effectiveness and impact from years of formal adaptation actions and policies. This article seeks to fill that gap by examining ten years of CGIAR research into climate change adaptation (2012-2023) to identify lessons about adaptation effectiveness learned from implemented adaptation actions and policies. Using a Large Language Model, we screened and categorized all climate change-related articles from the CGIAR repository of climate change related articles and then identified those reflecting empirical studies of adaptation. We then used the LLM to identify the adaptation benefits (reduced exposure, reduced sensitivity, increased adaptive capacity) intended by the actions/policies reflected in each study, the degree to which the actions/policies delivered those benefits, and who received those benefits. With this organization of the data in hand, we then describe which actions and policies deliver each kind of benefit and where they are most successful in doing so.e which actions and policies deliver each kind of benefit and where they are most successful in doing so. |
| format | Informe técnico |
| id | CGSpace172576 |
| institution | CGIAR Consortium |
| language | Inglés |
| publishDate | 2024 |
| publishDateRange | 2024 |
| publishDateSort | 2024 |
| publisher | CGIAR System Organization |
| publisherStr | CGIAR System Organization |
| record_format | dspace |
| spelling | CGSpace1725762025-01-31T02:12:33Z Learning from Practice: A protocol for measuring adaptation outcomes in the CGIAR climate change research portfolio, 2012-2023 Carr, Edward R. Mukherji, Aditi climate change climate change adaptation The Sixth Assessment of the Intergovernmental Panel on Climate Change reflected concern for the limited lessons that have been learned about effectiveness and impact from years of formal adaptation actions and policies. This article seeks to fill that gap by examining ten years of CGIAR research into climate change adaptation (2012-2023) to identify lessons about adaptation effectiveness learned from implemented adaptation actions and policies. Using a Large Language Model, we screened and categorized all climate change-related articles from the CGIAR repository of climate change related articles and then identified those reflecting empirical studies of adaptation. We then used the LLM to identify the adaptation benefits (reduced exposure, reduced sensitivity, increased adaptive capacity) intended by the actions/policies reflected in each study, the degree to which the actions/policies delivered those benefits, and who received those benefits. With this organization of the data in hand, we then describe which actions and policies deliver each kind of benefit and where they are most successful in doing so.e which actions and policies deliver each kind of benefit and where they are most successful in doing so. 2024-12-30 2025-01-30T19:09:12Z 2025-01-30T19:09:12Z Report https://hdl.handle.net/10568/172576 en Open Access application/pdf CGIAR System Organization Carr, E.R. and Mukherji, A. 2024. Learning from Practice: A protocol for measuring adaptation outcomes in the CGIAR climate change research portfolio, 2012-2023. Montpellier, France: CGIAR System Organization. |
| spellingShingle | climate change climate change adaptation Carr, Edward R. Mukherji, Aditi Learning from Practice: A protocol for measuring adaptation outcomes in the CGIAR climate change research portfolio, 2012-2023 |
| title | Learning from Practice: A protocol for measuring adaptation outcomes in the CGIAR climate change research portfolio, 2012-2023 |
| title_full | Learning from Practice: A protocol for measuring adaptation outcomes in the CGIAR climate change research portfolio, 2012-2023 |
| title_fullStr | Learning from Practice: A protocol for measuring adaptation outcomes in the CGIAR climate change research portfolio, 2012-2023 |
| title_full_unstemmed | Learning from Practice: A protocol for measuring adaptation outcomes in the CGIAR climate change research portfolio, 2012-2023 |
| title_short | Learning from Practice: A protocol for measuring adaptation outcomes in the CGIAR climate change research portfolio, 2012-2023 |
| title_sort | learning from practice a protocol for measuring adaptation outcomes in the cgiar climate change research portfolio 2012 2023 |
| topic | climate change climate change adaptation |
| url | https://hdl.handle.net/10568/172576 |
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