Bridging the gap between science and society: Mapping libraries' strategies for engaging in the research impact process through semantic analysis
DOI:
https://doi.org/10.47989/ir31iConf64195Keywords:
Research impact, Knowledge broker, Knowledge diffusionAbstract
Introduction. Scientific research's societal impact increasingly relies on knowledge dissemination beyond academia. Libraries are evolving from repositories into dynamic intermediaries that bridge societal gaps by enhancing digital literacy and ensuring equitable information access. Existing literature, however, has largely overlooked such institutional intermediaries, limiting systematic understanding of their strategies.
Method. We analysed 465 library participation cases from the Research Excellence Framework using a hybrid approach combining large language models (LLMs) and BERTopic semantic analysis.
Results. Five key strategies were identified: media communication and public engagement; public dialogue and cultural presentation; artistic collaboration and live experiences; digital content creation and dissemination; and large-scale event coordination. Library contributions are concentrated in Arts and Humanities (76%), primarily within cultural (67%) and societal (22%) impact domains.
Conclusion. This study proposes an evidence-based framework elucidating the role of libraries within the research ecosystem, offering practical insights to support the societal translation of research outcomes. Future research should explore differentiated strategies for various library types and the feasibility of generalising these findings to other regions.
References
Bonaccorsi, A., Chiarello, F., & Fantoni, G. (2021). Impact for whom? Mapping the users of public research with lexicon-based text mining [Article]. Scientometrics, 126(2), 1745-1774. https://doi.org/10.1007/s11192-020-03803-z
Boshoff, N., & Sefatsa, M. (2019). Creating research impact through the productive interactions of an individual: An example from South African research on maritime piracy [Article]. Research Evaluation, 28(2), 145-157. https://doi.org/10.1093/reseval/rvz001
Bracci, E., Tallaki, M., Ievoli, R., & Diplotti, S. (2022). Knowledge, diffusion, and interest in blockchain technology in SMEs [Article]. Journal of Knowledge Management, 26(5), 1386-1407. https://doi.org/10.1108/JKM-02-2021-0099
Breeding, M. (1999). Library Technology Guides. https://librarytechnology.org/
de Jong, S., Barker, K., Cox, D., Sveinsdottir, T., & Van den Besselaar, P. (2014). Understanding societal impact through productive interactions: ICT research as a case. Research Evaluation, 23(2), 89-102. https://doi.org/10.1093/reseval/rvu001
Gnoli, B. H. C. (2022). Libraries, archives, and museums (LAM) Conceptual issues with focus on their convergence. Retrieved 05-10 from https://www.isko.org/cyclo/lam
Hladik, S. (2023). Examining the Roles of Science Museum Facilitators in Academic Research. Journal of Museum Education, 48(2), 153-166. https://doi.org/10.1080/10598650.2022.2142749
Kousha, K., Stuart, E., Abdoli, M., & Thelwall, M. (2024). How do museums and galleries help academics create societal impact? An analysis of the UK REF2021 impact case studies [Article]. Scientometrics, 129(12), 7759-7782, Article e0156978. https://doi.org/10.1007/s11192-024-05180-3
Lomas, J. (2007). The in-between world of knowledge brokering [Review]. British Medical Journal, 334(7585), 129-132. https://doi.org/10.1136/bmj.39038.593380.ae
Mensah Danquah, M., Ato Yankson, A., Bajamchana Bugase, E., & Yirenkyi Nyarko, C. (2025). Librarians as Guiding Lights in the Digital Darkness: A Systematic Review of Libraries’ Provision of Digital Literacy Services. Ghana Library Journal, 30(2), 4-17. https://doi.org/10.4314/glj.v30i2.3
Meyer, M. (2010). The Rise of the Knowledge Broker. Science Communication, 32(1), 118-127. https://doi.org/10.1177/1075547009359797
Polidoro, F., & Jacobs, C. (2024). Knowledge diffusion in nascent industries: Asymmetries between startups and established firms in spurring inventions by other firms [Article]. Strategic Management Journal, 45(4), 807-845. https://doi.org/10.1002/smj.3568
Ribeiro, R. G. P., Dias, T. M. R., Dias, P. M., Araújo, R. F., & Costa, E. S. (2024). Social4Science Uncovering Connections and Trends in the Diffusion of Scientific Knowledge on Social Networks [Article]. Ciencia da Informacao, 53(Special issue), 180-192. https://doi.org/10.18225/ci.inf.v53i.6822
Rosário, J., Pires, J. C., Dias, S., & Pedro, A. R. (2025). Exploring perceptions of health literacy, healthcare access, and utilisation among higher education students in Alentejo, Southern Portugal: A qualitative study. PLoS ONE, 20(6), e0326575. https://doi.org/10.1371/journal.pone.0326575
Saffarinia, M. (2025). Artificial Intelligence and Children's Human Rights. ModernTechnologies Law, 6(11), 97-113. https://doi.org/10.22133/mtlj.2024.436038.1290
Shin, S. R., Lee, J., Jung, Y. R., & Hwang, J. (2022). The diffusion of scientific discoveries in government laboratories: The role of patents filed by government scientists [Article]. Research Policy, 51(5), Article 104496. https://doi.org/10.1016/j.respol.2022.104496
SIAMPI. (2012). Case studies. http://siampi.eu/12/643.bGFuZz1FTkc.html
Thompson, G. N., Estabrooks, C. A., & Degner, L. F. (2006). Clarifying the concepts in knowledge transfer: A literature review. 53(6), 701. https://www.scopus.com/inward/record.uri?eid=2-s2.0-33644912338&doi=10.1111%2fj.1365-2648.2006.03775.x&partnerID=40&md5=7d9eea2ba94d4d1a7e395fa89c13f3ab
Trant, J. (2009). Emerging convergence? Thoughts on museums, archives, libraries, and professional training. 24(4), 387. https://www.scopus.com/inward/record.uri?eid=2-s2.0-71149111737&doi=10.1080%2f09647770903314738&partnerID=40&md5=2b2c1a34ac2a8c96ccb3eda75912ae01
Turnhout, E., Stuiver, M., Judith, J., Harms, B., & Leeuwis, C. (2013). New roles of science in society: Different repertoires of knowledge brokering. 40(3), 365. https://www.scopus.com/inward/record.uri?eid=2-s2.0-84883143284&doi=10.1093%2fscipol%2fscs114&partnerID=40&md5=b315d997139c1e66bd147804e3112619
UKRI. (2020). Guidance on submissions (2019/01). Retrieved 11-27 from https://2021.ref.ac.uk/publications-and-reports/guidance-on-submissions-201901/index.html
UKRI. (2022). How Research England supports research excellence. Retrieved 03-31 from https://www.ukri.org/who-we-are/research-england/research-excellence/ref-impact/
Wang, S., Zhao, S., Fan, X., Zhang, B., & Shao, D. (2025). The impact of open innovation on innovation performance: the chain mediating effect of knowledge field activity and knowledge transfer [Article]. Information Technology and Management, 26(2), 139-161, Article 105767. https://doi.org/10.1007/s10799-024-00420-7
Zhang, X., Chen, S., & Wang, X. (2023). How can technology leverage university teaching & learning innovation? A longitudinal case study of diffusion of technology innovation from the knowledge creation perspective [Article]. Education and Information Technologies, 28(12), 15543-15569. https://doi.org/10.1007/s10639-023-11780-y
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