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Data Analysis and Knowledge Discovery  2023, Vol. 7 Issue (1): 22-34    DOI: 10.11925/infotech.2096-3467.2022.0428
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Responsible Research and Innovation: Knowledge Base and Research Hotspots
Yang Defang1,Tang Li1,2()
1School of International Relations and Public Affairs, Fudan University, Shanghai 200433, China
2Shanghai Center for Innovation and Governance, Fudan University, Shanghai 200433, China
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[Objective] This paper analyzes the status quo and evolution of knowledge base and research hotspots of responsible research and innovation (RRI) based on international literature. [Coverage] We retrieved and analyzed a total of 657 international articles on RRI from the Web of Science. [Methods] We used the bibliometrics and visualization techniques to explore these articles. [Results] Researchers from the Netherlands and the United Kingdom played a leading role in the field of responsible research and innovation, while China has not established its position in this domain yet. Technology assessment and anticipatory governance, conceptual development in the EU context, as well as refined framework in global context are the three knowledge bases of RRI. Science, society and governance, conceptual framework and practice, ethics and value of technology development, sustainability and impacts are the popular topics. [Limitations] The data coverage needs to be expanded. [Conclusions] This study calls for more diversity in research methods and expanding the application of RRI research in various contexts.

Key wordsResponsible Research and Innovation      Knowledge Base      Research Hotspots     
Received: 04 April 2022      Published: 16 February 2023
ZTFLH:  C931  
Fund:Key R&D Program of the Ministry of Science and Technology of China(2020YFA0908604)
Corresponding Authors: Tang Li,ORCID:0000-0003-4971-6192,。   

Cite this article:

Yang Defang, Tang Li. Responsible Research and Innovation: Knowledge Base and Research Hotspots. Data Analysis and Knowledge Discovery, 2023, 7(1): 22-34.

URL:     OR

Data Collection and Research Design
Number and Proportion of Funded RRI Publications
序号 资助国家或地区 论文数量 比例% 资助机构 论文数量 比例%
1 EU 154 36.5 European Commission 134 31.8
2 UK 67 15.9 UK Research and Innovation 43 10.2
3 USA 58 13.7 National Science Foundation 39 9.2
4 The Netherlands 51 12.1 Netherlands Organisation for Scientific Research 27 6.4
5 Norway 23 5.5 Research Council of Norway 21 5.0
6 Canada 22 5.2 Canadian Institutes of Health Research 14 3.3
7 Spain 16 3.8 Fonds de la recherche du Quebec 8 1.9
8 German 14 3.3 National Natural Science Foundation of China 7 1.7
9 Australia 11 2.6 The Commonwealth Scientific and Industrial Research Organisation 6 1.4
10 Mainland China 8 1.9 European Institute of Innovation and Technology 5 1.2
Top 10 Countries and Institutions in the Number of Funded Publications
Distribution of RRI Publications in the Top 10 Productive Countries
Co-Citation Network of Responsible Research and Innovation Studies
Keywords Co-Occurrence Network in Publications of Responsible Research and Innovation
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