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Measuring qualities needed for interdisciplinary work: The Intellectual Virtues for Interdisciplinary Research Scale (IVIRS)

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  • Claudia E Vanney
  • Belén Mesurado
  • J Ignacio Aguinalde Sáenz

Abstract

Previous work has suggested that the problems hindering the success of interdisciplinarity could be overcome by fostering certain intellectual character strengths in scholars. However, how to assess and cultivate the specific virtues required for interdisciplinarity among researchers is still a matter of inquiry. The general objective of this paper was to develop a psychometric instrument to assess intellectual virtues that are essential for interdisciplinary inquiry among researchers. To achieve this goal, two studies were conducted. Study 1 developed a new scale and studied its correlation with other validated measures. Study 2 focused on conducting a confirmatory analysis of the structure obtained in Study 1 and investigated the relationships between the new scale and the researchers’ levels of (i) experience and productivity in interdisciplinary collaboration and (ii) satisfaction regarding the results of their interdisciplinary inquiry. The EFA conducted for Study 1 identified four dimensions: (1) intellectual empathy, (2) open-mindedness and intellectual humility, (3) intellectual perseverance, and (4) curiosity. Indeed, the pools of items that were initially developed to measure intellectual humility and open-mindedness in a separate way converged into a unique factor or dimension. The confirmatory factor analysis conducted for Study 2 corroborated the four-dimensional structure observed in Study 1 via a new different sample. In addition, Studies 1 and 2 also analyzed convergent validity through the AVE and correlated the IVIRS with other scales that measure intellectual virtues (open-mindedness, curiosity, intellectual humility, and perseverance) in a general epistemic context. The second study demonstrated that researchers with significant experience, productivity, and satisfaction in the context of interdisciplinary investigation also presented elevated levels of the intellectual virtues that we identified as essential for such research. Our analysis demonstrates that the IVIRS is a valid measure of the intellectual virtues needed for interdisciplinarity and paves the way for the future design of interventions to cultivate these character traits in scholars.

Suggested Citation

  • Claudia E Vanney & Belén Mesurado & J Ignacio Aguinalde Sáenz, 2024. "Measuring qualities needed for interdisciplinary work: The Intellectual Virtues for Interdisciplinary Research Scale (IVIRS)," PLOS ONE, Public Library of Science, vol. 19(11), pages 1-26, November.
  • Handle: RePEc:plo:pone00:0312938
    DOI: 10.1371/journal.pone.0312938
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    References listed on IDEAS

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    1. Veronica Boix Mansilla & Irwin Feller & Howard Gardner, 2006. "Quality assessment in interdisciplinary research and education," Research Evaluation, Oxford University Press, vol. 15(1), pages 69-74, April.
    2. Albert Satorra & Willem Saris, 1985. "Power of the likelihood ratio test in covariance structure analysis," Psychometrika, Springer;The Psychometric Society, vol. 50(1), pages 83-90, March.
    3. Leahey, Erin, 2018. "The Perks and Perils of Interdisciplinary Research," European Review, Cambridge University Press, vol. 26(S2), pages 55-67, October.
    4. Mark Alfano & Kathryn Iurino & Paul Stey & Brian Robinson & Markus Christen & Feng Yu & Daniel Lapsley, 2017. "Development and validation of a multi-dimensional measure of intellectual humility," PLOS ONE, Public Library of Science, vol. 12(8), pages 1-28, August.
    5. repec:cup:judgdm:v:8:y:2013:i:3:p:188-201 is not listed on IDEAS
    6. Xuefeng Wang & Zhinan Wang & Ying Huang & Yun Chen & Yi Zhang & Huichao Ren & Rongrong Li & Jinhui Pang, 2017. "Measuring interdisciplinarity of a research system: detecting distinction between publication categories and citation categories," Scientometrics, Springer;Akadémiai Kiadó, vol. 111(3), pages 2023-2039, June.
    7. Huutoniemi, Katri & Klein, Julie Thompson & Bruun, Henrik & Hukkinen, Janne, 2010. "Analyzing interdisciplinarity: Typology and indicators," Research Policy, Elsevier, vol. 39(1), pages 79-88, February.
    8. Bethany K Laursen & Nicole Motzer & Kelly J Anderson, 2022. "Pathways for assessing interdisciplinarity: A systematic review," Research Evaluation, Oxford University Press, vol. 31(3), pages 326-343.
    9. Uriel Haran & Ilana Ritov & Barbara A. Mellers, 2013. "The role of actively open-minded thinking in information acquisition, accuracy, and calibration," Judgment and Decision Making, Society for Judgment and Decision Making, vol. 8(3), pages 188-201, May.
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