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Gender biases in the evaluation of knowledge transfer: A meta-evaluative analysis of the Spanish “Knowledge Transfer and Innovation Sexennium”

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  • Bustelo, María
  • Salido, Olga

Abstract

This paper analyses from a gender perspective a pilot call for evaluating academics and researcher transfer and innovation activities, launched by the Spanish Government in 2018, known as the “Knowledge Transfer & Innovation Sexennium” (KT&IS). Not only women’s participation was much lower than that of men (1 woman applicant for every 3 men applicants), but also, they showed lower success rates than men in all scientific fields, with an average gap of more than 13 points. The methodology combined an exploratory quantitative analysis of the almost 17,000 applications, with a meta-evaluative qualitative analysis through interviews to key actors of the evaluation program and focus groups with evaluators. Hidden biases operating throughout and in each of the different phases of the KT&IS evaluation process were identified. This article aims at contributing to how economic and social impact of research can be fairly and fully evaluated, as well as at facilitating the design of future evaluation calls that promote the effective advancement of gender equality in all science-related activities and transfer to society.

Suggested Citation

  • Bustelo, María & Salido, Olga, 2024. "Gender biases in the evaluation of knowledge transfer: A meta-evaluative analysis of the Spanish “Knowledge Transfer and Innovation Sexennium”," Evaluation and Program Planning, Elsevier, vol. 104(C).
    • Handle: RePEc:eee:epplan:v:104:y:2024:i:c:s014971892400034x
    DOI: 10.1016/j.evalprogplan.2024.102432
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    References listed on IDEAS

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    1. Reetta Muhonen & Paul Benneworth & Julia Olmos-Peñuela, 2020. "From productive interactions to impact pathways: Understanding the key dimensions in developing SSH research societal impact," Research Evaluation, Oxford University Press, vol. 29(1), pages 34-47.
    2. Perkmann, Markus & Tartari, Valentina & McKelvey, Maureen & Autio, Erkko & Broström, Anders & D’Este, Pablo & Fini, Riccardo & Geuna, Aldo & Grimaldi, Rosa & Hughes, Alan & Krabel, Stefan & Kitson, Mi, 2013. "Academic engagement and commercialisation: A review of the literature on university–industry relations," Research Policy, Elsevier, vol. 42(2), pages 423-442.
    3. Fiona Murray & Leigh Graham, 2007. "Buying science and selling science: gender differences in the market for commercial science," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 16(4), pages 657-689, August.
    4. Paula Burkinshaw & Kate White, 2017. "Fixing the Women or Fixing Universities: Women in HE Leadership," Administrative Sciences, MDPI, vol. 7(3), pages 1-14, August.
    5. Cassidy R Sugimoto & Chaoqun Ni & Jevin D West & Vincent Larivière, 2015. "The Academic Advantage: Gender Disparities in Patenting," PLOS ONE, Public Library of Science, vol. 10(5), pages 1-10, May.
    6. Pablo D’Este & Irene Ramos-Vielba & Richard Woolley & Nabil Amara, 2018. "How do researchers generate scientific and societal impacts? Toward an analytical and operational framework," Science and Public Policy, Oxford University Press, vol. 45(6), pages 752-763.
    7. Pierre Azoulay & Waverly Ding & Toby Stuart, 2009. "The Impact Of Academic Patenting On The Rate, Quality And Direction Of (Public) Research Output," Journal of Industrial Economics, Wiley Blackwell, vol. 57(4), pages 637-676, December.
    8. Junming Huang & Alexander J. Gates & Roberta Sinatra & Albert-László Barabási, 2020. "Historical comparison of gender inequality in scientific careers across countries and disciplines," Proceedings of the National Academy of Sciences, Proceedings of the National Academy of Sciences, vol. 117(9), pages 4609-4616, March.
    9. Marra, Mita, 2022. "Productive interactions in digital training partnerships: Lessons learned for regional development and university societal impact assessment," Evaluation and Program Planning, Elsevier, vol. 95(C).
    Full references (including those not matched with items on IDEAS)

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