Digital artifacts reveal development and diffusion of climate research

dc.creatorCarneiro, B.
dc.creatorResce, G.
dc.creatorSapkota, T.B.
dc.date2023-01-14T01:25:14Z
dc.date2023-01-14T01:25:14Z
dc.date2022
dc.date.accessioned2023-07-17T20:10:05Z
dc.date.available2023-07-17T20:10:05Z
dc.identifierhttps://hdl.handle.net/10883/22411
dc.identifier10.1038/s41598-022-17717-8
dc.identifier.urihttps://repositorioslatinoamericanos.uchile.cl/handle/2250/7514158
dc.descriptionResearch for development organizations generate tremendous amount of accessible knowledge, but given their scale, time and resource constraints, the impact of outputs is not systematically analyzed. This is because traditional bibliometric analyses present limitations to synthesize accumulated knowledge and retrofitting indicators to historical outputs. To address these shortcomings, this study proposes an integrated, web-based approach to systematically analyze the production and diffusion of knowledge from large-scale research programs, using climate research of the International Maize and Wheat Improvement Center (CIMMYT) as a case study. Our analytical framework employs text mining, social network analysis and hyperlink analysis to an unstructured mass of publicly available digital artifacts such as institutional repositories, citation databases, and social media to uncover narratives, dynamics, and relationships. Findings show CIMMYT’s climate research is strongly incorporated into a holistic systems approach and that the institution is actively engaged in knowledge exchanges with key actors from the scientific, development and public policy communities. The proposed analytical framework establishes an effective approach for research for development organizations to leverage existing online data sources to assess the extent of their knowledge production, dissemination, and reach.
dc.languageEnglish
dc.publisherNature Publishing Group
dc.relationhttps://www.nature.com/articles/s41598-022-17717-8#Sec13
dc.rightsCIMMYT manages Intellectual Assets as International Public Goods. The user is free to download, print, store and share this work. In case you want to translate or create any other derivative work and share or distribute such translation/derivative work, please contact CIMMYT-Knowledge-Center@cgiar.org indicating the work you want to use and the kind of use you intend; CIMMYT will contact you with the suitable license for that purpose
dc.rightsOpen Access
dc.source1
dc.source12
dc.source2045-2322
dc.sourceScientific Reports
dc.source14146
dc.subjectAGRICULTURAL SCIENCES AND BIOTECHNOLOGY
dc.subjectAccessible Knowledge
dc.subjectImpact of Outputs
dc.subjectTraditional Bibliometric Analyses
dc.subjectHyperlink Analysis
dc.subjectCLIMATE
dc.subjectDIFFUSION
dc.subjectMAIZE
dc.subjectMINING
dc.subjectORGANIZATION
dc.subjectSOCIAL MEDIA
dc.subjectSOCIAL NETWORK ANALYSIS
dc.subjectWHEAT
dc.subjectTEXT MINING
dc.subjectSustainable Intensification
dc.titleDigital artifacts reveal development and diffusion of climate research
dc.typeArticle
dc.typePublished Version
dc.coverageLondon (United Kingdom)


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