The interface between research funding and environmental policies in an emergent economy using neural topic modeling: Proposals for a research agenda.
Researchers have been calling for further analysis of the relationships between academia and policy making. Since several studies are conducted with resources from public funding agencies, it is essential to assess whether governments have been supporting research that can contribute to future envir...
| Publicado en: | Review of Policy Research Vol. 43; no. 1; pp. 1 - 36 |
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| Autores principales: | , |
| Formato: | Artículo |
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Wiley-Blackwell
Jan2026
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| Acceso en línea: | Ver este registro en EBSCOhost |
| fields | @attributes: recordID: 1 pdfLink: plink: https://search.ebscohost.com/login.aspx?direct=true&db=ssf&AN=191182821&site=ehost-live header: @attributes: shortDbName: ssf uiTerm: 191182821 longDbName: Social Sciences Full Text (H.W. Wilson) uiTag: AN controlInfo: bkinfo: jinfo: jid: 1541132X MJJ jtl: Review of Policy Research issn: 1541132X maglogo: Y pubinfo: dt: Jan2026 vid: 43 iid: 1 pid: 480 pub: Wiley-Blackwell artinfo: ui: 191182821 10.1111/ropr.12630 ppf: 1 ppct: 35 formats: fmt: – @attributes: type: T – @attributes: type: C – @attributes: type: P size: 1.1MB tig: atl: The interface between research funding and environmental policies in an emergent economy using neural topic modeling: Proposals for a research agenda. aug: au: Barbosa, Marcelo Werneck Gomes, André affil: Departamento de Economía Agraria, Pontificia Universidad Católica de Chile, Macul Santiago,, Chile Business Administration Department, Universidade Federal de Minas Gerais, Belo Horizonte Minas Gerais,, Brazil su: Chile Environmental policy Government policy Biodiversity conservation Climate change Research funding Sustainability sug: subj: Environmental policy Government policy Biodiversity conservation Climate change Chile Other provincial and territorial public administration Administration of Air and Water Resource and Solid Waste Management Programs Research funding Sustainability keyword: acknowledgments public policies research funding research–policy interface topic modeling agradecimientos financiación de la investigación interfaz investigación‐política modelado de temas políticas públicas 主题建模 公共政策 研究资金 研究‐政策接合点 致谢 acknowledgments public policies research funding research–policy interface topic modeling agradecimientos financiación de la investigación interfaz investigación‐política modelado de temas políticas públicas 主题建模 公共政策 研究资金 研究‐政策接合点 致谢 ab: Researchers have been calling for further analysis of the relationships between academia and policy making. Since several studies are conducted with resources from public funding agencies, it is essential to assess whether governments have been supporting research that can contribute to future environmental policies and whether research has been supporting the elaboration of public policies. To fill these gaps, the objective of this study was to evaluate the similarities and gaps between research and environmental policies. A bibliometric analysis of studies funded by Chilean agencies and text analytics techniques were employed to analyze research and environmental policies. We used BERTopic, a topic modeling technique that generates coherent topic representations. Then, topics obtained from the two sets of documents (research and policies) were compared. This study found that sustainability, life‐cycle assessment, climate change, and ecosystem services are central research themes in the country. The topic modeling analysis showed that research has been concentrated on the areas of "Sustainable Fisheries and Aquaculture Management" and "Sustainable Bioenergy Production and Chemical Processes." The topics most frequently present in the environmental policies were "Environmental Education for Children: Awareness and Care," "Bird Conservation and Habitat Importance in Chile," and "National Biodiversity Conservation and Sustainable Use Strategy." The greatest gaps are observed in the clusters of "Sustainable Bioenergy Production and Chemical Processes" and "Copper Mining and Mineral Processing Techniques" (prevalent in research) and in "Anatomy and Physiology of Aquatic and Terrestrial Organisms" and "Biogeography and Taxonomy of Southern Hemisphere Insects" (prevalent in policy). pubtype: Academic Journal doctype: Article src: R language: English refInfo: copyright: @attributes: flag: N holdings: @attributes: islocal: N |
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