IDEAS home Printed from https://ideas.repec.org/a/eee/tefoso/v181y2022ics004016252200292x.html
   My bibliography  Save this article

Interdisciplinary knowledge integration as a unique knowledge source for technology development and the role of funding allocation

Author

Listed:
  • Kwon, Seokbeom

Abstract

This study examines the relationship between interdisciplinarity in knowledge integration (interdisciplinarity) for research and the extent to which the research serves as a unique knowledge input for technology development. To understand the role of the funding allocation therein, we additionally examine how research funding allocation shapes this relationship. To this end, we develop a simple bibliometric method to measure the uniqueness of research impact on technology development by using paper-patent citation network information. Our analysis of the metadata of over 0.7 million journal papers published in 2010 shows that the interdisciplinarity of research is positively associated with uniqueness in its contribution to technology development only when the research has funding support. We also find that interdisciplinarity in knowledge integration is positively associated with the non-unique impact of research on technology development regardless of funding support. Our findings suggest that interdisciplinary research may serve as a unique knowledge source for technology development, while the funding allocation process functions as an institutional instrument for selectively supporting interdisciplinary research that could have a unique technology impact. We discuss implications for science policymakers, research evaluators, and technology firms.

Suggested Citation

  • Kwon, Seokbeom, 2022. "Interdisciplinary knowledge integration as a unique knowledge source for technology development and the role of funding allocation," Technological Forecasting and Social Change, Elsevier, vol. 181(C).
  • Handle: RePEc:eee:tefoso:v:181:y:2022:i:c:s004016252200292x
    DOI: 10.1016/j.techfore.2022.121767
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S004016252200292X
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.techfore.2022.121767?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Vincent Larivière & Yves Gingras, 2010. "On the relationship between interdisciplinarity and scientific impact," Journal of the Association for Information Science & Technology, Association for Information Science & Technology, vol. 61(1), pages 126-131, January.
    2. Loet Leydesdorff & Lutz Bornmann & Caroline S. Wagner, 2019. "The Relative Influences of Government Funding and International Collaboration on Citation Impact," Journal of the Association for Information Science & Technology, Association for Information Science & Technology, vol. 70(2), pages 198-201, February.
    3. Thomas Heinze, 2008. "How to sponsor ground-breaking research: A comparison of funding schemes," Science and Public Policy, Oxford University Press, vol. 35(5), pages 302-318, June.
    4. Jue Wang & Philip Shapira, 2011. "Funding acknowledgement analysis: an enhanced tool to investigate research sponsorship impacts: the case of nanotechnology," Scientometrics, Springer;Akadémiai Kiadó, vol. 87(3), pages 563-586, June.
    5. Vincent Larivière & Yves Gingras, 2010. "On the relationship between interdisciplinarity and scientific impact," Journal of the American Society for Information Science and Technology, Association for Information Science & Technology, vol. 61(1), pages 126-131, January.
    6. Andy Stirling, 2007. "A General Framework for Analysing Diversity in Science, Technology and Society," SPRU Working Paper Series 156, SPRU - Science Policy Research Unit, University of Sussex Business School.
    7. Wang, Jian & Veugelers, Reinhilde & Stephan, Paula, 2017. "Bias against novelty in science: A cautionary tale for users of bibliometric indicators," Research Policy, Elsevier, vol. 46(8), pages 1416-1436.
    8. Lutz Bornmann, 2017. "Is collaboration among scientists related to the citation impact of papers because their quality increases with collaboration? An analysis based on data from F1000Prime and normalized citation scores," Journal of the Association for Information Science & Technology, Association for Information Science & Technology, vol. 68(4), pages 1036-1047, April.
    9. Thomas W. Steele & Jeffrey C. Stier, 2000. "The impact of interdisciplinary research in the environmental sciences: a forestry case study," Journal of the American Society for Information Science, Association for Information Science & Technology, vol. 51(5), pages 476-484.
    10. Matt Marx & Aaron Fuegi, 2020. "Reliance on science: Worldwide front‐page patent citations to scientific articles," Strategic Management Journal, Wiley Blackwell, vol. 41(9), pages 1572-1594, September.
    11. Tijssen, Robert J. W., 2001. "Global and domestic utilization of industrial relevant science: patent citation analysis of science-technology interactions and knowledge flows," Research Policy, Elsevier, vol. 30(1), pages 35-54, January.
    12. N Rons & A De Bruyn & J Cornelis, 2008. "Research evaluation per discipline: a peer-review method and its outcomes," Research Evaluation, Oxford University Press, vol. 17(1), pages 45-57, March.
    13. Walsh, John P. & Lee, You-Na, 2015. "The bureaucratization of science," Research Policy, Elsevier, vol. 44(8), pages 1584-1600.
    14. Catherine Lyall & Ann Bruce & Wendy Marsden & Laura Meagher, 2013. "The role of funding agencies in creating interdisciplinary knowledge," Science and Public Policy, Oxford University Press, vol. 40(1), pages 62-71, January.
    15. Walsh, John P. & Lee, You-Na & Tang, Li, 2019. "Pathogenic organization in science: Division of labor and retractions," Research Policy, Elsevier, vol. 48(2), pages 444-461.
    16. Ismael Rafols & Martin Meyer, 2010. "Diversity and network coherence as indicators of interdisciplinarity: case studies in bionanoscience," Scientometrics, Springer;Akadémiai Kiadó, vol. 82(2), pages 263-287, February.
    17. Veugelers, Reinhilde & Wang, Jian, 2019. "Scientific novelty and technological impact," Research Policy, Elsevier, vol. 48(6), pages 1362-1372.
    18. Harhoff, Dietmar & Scherer, Frederic M. & Vopel, Katrin, 2003. "Citations, family size, opposition and the value of patent rights," Research Policy, Elsevier, vol. 32(8), pages 1343-1363, September.
    19. Bart Van Looy & Edwin Zimmermann & Reinhilde Veugelers & Arnold Verbeek & Johanna Mello & Koenraad Debackere, 2003. "Do science-technology interactions pay off when developing technology?," Scientometrics, Springer;Akadémiai Kiadó, vol. 57(3), pages 355-367, July.
    20. Pierre Azoulay & Joshua S. Graff Zivin & Gustavo Manso, 2011. "Incentives and creativity: evidence from the academic life sciences," RAND Journal of Economics, RAND Corporation, vol. 42(3), pages 527-554, September.
    21. Fontana, Magda & Iori, Martina & Montobbio, Fabio & Sinatra, Roberta, 2020. "New and atypical combinations: An assessment of novelty and interdisciplinarity," Research Policy, Elsevier, vol. 49(7).
    22. Biancani, Susan & Dahlander, Linus & McFarland, Daniel A. & Smith, Sanne, 2018. "Superstars in the making? The broad effects of interdisciplinary centers," Research Policy, Elsevier, vol. 47(3), pages 543-557.
    23. Bourke, Paul & Butler, Linda, 1999. "The efficacy of different modes of funding research: perspectives from Australian data on the biological sciences," Research Policy, Elsevier, vol. 28(5), pages 489-499, June.
    24. José L. González-Pernía & Graciela Kuechle & Iñaki Peña-Legazkue, 2013. "An Assessment of the Determinants of University Technology Transfer," Economic Development Quarterly, , vol. 27(1), pages 6-17, February.
    25. Popp, David, 2017. "From science to technology: The value of knowledge from different energy research institutions," Research Policy, Elsevier, vol. 46(9), pages 1580-1594.
    26. Narin, Francis & Hamilton, Kimberly S. & Olivastro, Dominic, 1997. "The increasing linkage between U.S. technology and public science," Research Policy, Elsevier, vol. 26(3), pages 317-330, October.
    27. James G. March, 1991. "Exploration and Exploitation in Organizational Learning," Organization Science, INFORMS, vol. 2(1), pages 71-87, February.
    28. Seokbeom Kwon & Jan Youtie & Alan L Porter, 2021. "Interdisciplinary knowledge combinations and emerging technological topics: Implications for reducing uncertainties in research evaluation [Blade Runner Economics: Will Innovation Lead the Economic," Research Evaluation, Oxford University Press, vol. 30(1), pages 127-140.
    29. Alan L Porter & J David Roessner & Alex S Cohen & Marty Perreault, 2006. "Interdisciplinary research: meaning, metrics and nurture," Research Evaluation, Oxford University Press, vol. 15(3), pages 187-195, December.
    30. 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.
    31. Scott Shane, 2002. "Selling University Technology: Patterns from MIT," Management Science, INFORMS, vol. 48(1), pages 122-137, January.
    32. Braun, Dietmar, 1998. "The role of funding agencies in the cognitive development of science," Research Policy, Elsevier, vol. 27(8), pages 807-821, December.
    33. Alan L. Porter & Alex S. Cohen & J. David Roessner & Marty Perreault, 2007. "Measuring researcher interdisciplinarity," Scientometrics, Springer;Akadémiai Kiadó, vol. 72(1), pages 117-147, July.
    34. Grit Laudel & Gloria Origgi, 2006. "Introduction to a special issue on the assessment of interdisciplinary research," Research Evaluation, Oxford University Press, vol. 15(1), pages 2-4, April.
    35. Bercovitz, Janet & Feldman, Maryann & Feller, Irwin & Burton, Richard, 2001. "Organizational Structure as a Determinant of Academic Patent and Licensing Behavior: An Exploratory Study of Duke, Johns Hopkins, and Pennsylvania State Universities," The Journal of Technology Transfer, Springer, vol. 26(1-2), pages 21-35, January.
    36. Wagner, Caroline S. & Whetsell, Travis A. & Mukherjee, Satyam, 2019. "International research collaboration: Novelty, conventionality, and atypicality in knowledge recombination," Research Policy, Elsevier, vol. 48(5), pages 1260-1270.
    37. Lee, You-Na & Walsh, John P. & Wang, Jian, 2015. "Creativity in scientific teams: Unpacking novelty and impact," Research Policy, Elsevier, vol. 44(3), pages 684-697.
    38. Lindell Bromham & Russell Dinnage & Xia Hua, 2016. "Interdisciplinary research has consistently lower funding success," Nature, Nature, vol. 534(7609), pages 684-687, June.
    39. Heinze, Thomas & Shapira, Philip & Rogers, Juan D. & Senker, Jacqueline M., 2009. "Organizational and institutional influences on creativity in scientific research," Research Policy, Elsevier, vol. 38(4), pages 610-623, May.
    40. Bozeman, Barry & Rimes, Heather & Youtie, Jan, 2015. "The evolving state-of-the-art in technology transfer research: Revisiting the contingent effectiveness model," Research Policy, Elsevier, vol. 44(1), pages 34-49.
    41. Wang, Jian & Lee, You-Na & Walsh, John P., 2018. "Funding model and creativity in science: Competitive versus block funding and status contingency effects," Research Policy, Elsevier, vol. 47(6), pages 1070-1083.
    42. van Vianen, B. G. & Moed, H. F. & van Raan, A. F. J., 1990. "An exploration of the science base of recent technology," Research Policy, Elsevier, vol. 19(1), pages 61-81, February.
    43. Luis Sanz-Menéndez & María Bordons & M Angeles Zulueta, 2001. "Interdisciplinarity as a multidimensional concept: its measure in three different research areas," Research Evaluation, Oxford University Press, vol. 10(1), pages 47-58, April.
    44. Schuitema, Geertje & D. Sintov, Nicole, 2017. "Should we quit our jobs? Challenges, barriers and recommendations for interdisciplinary energy research," Energy Policy, Elsevier, vol. 101(C), pages 246-250.
    45. Lei Wang & Bart Thijs & Wolfgang Glänzel, 2015. "Characteristics of international collaboration in sport sciences publications and its influence on citation impact," Scientometrics, Springer;Akadémiai Kiadó, vol. 105(2), pages 843-862, November.
    46. Caldera, Aida & Debande, Olivier, 2010. "Performance of Spanish universities in technology transfer: An empirical analysis," Research Policy, Elsevier, vol. 39(9), pages 1160-1173, November.
    47. Réjean Landry & Nabil Amara & Mathieu Ouimet, 2007. "Determinants of knowledge transfer: evidence from Canadian university researchers in natural sciences and engineering," The Journal of Technology Transfer, Springer, vol. 32(6), pages 561-592, December.
    48. Diana Hicks & Anthony Breitzman & Kimberly Hamilton & Francis Narin, 2000. "Research excellence and patented innovation," Science and Public Policy, Oxford University Press, vol. 27(5), pages 310-320, October.
    49. Kevin J. Boudreau & Eva C. Guinan & Karim R. Lakhani & Christoph Riedl, 2016. "Looking Across and Looking Beyond the Knowledge Frontier: Intellectual Distance, Novelty, and Resource Allocation in Science," Management Science, INFORMS, vol. 62(10), pages 2765-2783, October.
    50. Alfredo Yegros-Yegros & Ismael Rafols & Pablo D’Este, 2015. "Does Interdisciplinary Research Lead to Higher Citation Impact? The Different Effect of Proximal and Distal Interdisciplinarity," PLOS ONE, Public Library of Science, vol. 10(8), pages 1-21, August.
    51. Rafols, Ismael & Leydesdorff, Loet & O’Hare, Alice & Nightingale, Paul & Stirling, Andy, 2012. "How journal rankings can suppress interdisciplinary research: A comparison between Innovation Studies and Business & Management," Research Policy, Elsevier, vol. 41(7), pages 1262-1282.
    52. D’Este, Pablo & Llopis, Oscar & Rentocchini, Francesco & Yegros, Alfredo, 2019. "The relationship between interdisciplinarity and distinct modes of university-industry interaction," Research Policy, Elsevier, vol. 48(9), pages 1-1.
    53. Huang, Mu-Hsuan & Yang, Hsiao-Wen & Chen, Dar-Zen, 2015. "Increasing science and technology linkage in fuel cells: A cross citation analysis of papers and patents," Journal of Informetrics, Elsevier, vol. 9(2), pages 237-249.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Qing Ke, 2023. "Interdisciplinary research and technological impact: evidence from biomedicine," Scientometrics, Springer;Akadémiai Kiadó, vol. 128(4), pages 2035-2077, April.
    2. Fontana, Magda & Iori, Martina & Montobbio, Fabio & Sinatra, Roberta, 2020. "New and atypical combinations: An assessment of novelty and interdisciplinarity," Research Policy, Elsevier, vol. 49(7).
    3. Rafols, Ismael & Leydesdorff, Loet & O’Hare, Alice & Nightingale, Paul & Stirling, Andy, 2012. "How journal rankings can suppress interdisciplinary research: A comparison between Innovation Studies and Business & Management," Research Policy, Elsevier, vol. 41(7), pages 1262-1282.
    4. Andrea Bonaccorsi & Nicola Melluso & Francesco Alessandro Massucci, 2022. "Exploring the antecedents of interdisciplinarity at the European Research Council: a topic modeling approach," Scientometrics, Springer;Akadémiai Kiadó, vol. 127(12), pages 6961-6991, December.
    5. Seolmin Yang & So Young Kim, 2023. "Knowledge-integrated research is more disruptive when supported by homogeneous funding sources: a case of US federally funded research in biomedical and life sciences," Scientometrics, Springer;Akadémiai Kiadó, vol. 128(6), pages 3257-3282, June.
    6. Shiji Chen & Yanhui Song & Fei Shu & Vincent Larivière, 2022. "Interdisciplinarity and impact: the effects of the citation time window," Scientometrics, Springer;Akadémiai Kiadó, vol. 127(5), pages 2621-2642, May.
    7. Alfonso Ávila-Robinson & Cristian Mejia & Shintaro Sengoku, 2021. "Are bibliometric measures consistent with scientists’ perceptions? The case of interdisciplinarity in research," Scientometrics, Springer;Akadémiai Kiadó, vol. 126(9), pages 7477-7502, September.
    8. Chen, Shiji & Qiu, Junping & Arsenault, Clément & Larivière, Vincent, 2021. "Exploring the interdisciplinarity patterns of highly cited papers," Journal of Informetrics, Elsevier, vol. 15(1).
    9. Magda Fontana & Martina Iori & Fabio Montobbio & Roberta Sinatra, 2018. "A bridge over troubled water: Interdisciplinarity, Novelty, and Impact," DISCE - Quaderni del Dipartimento di Politica Economica dipe0002, Università Cattolica del Sacro Cuore, Dipartimenti e Istituti di Scienze Economiche (DISCE).
    10. Veugelers, Reinhilde & Wang, Jian, 2019. "Scientific novelty and technological impact," Research Policy, Elsevier, vol. 48(6), pages 1362-1372.
    11. Wolfgang Glänzel & Koenraad Debackere, 2022. "Various aspects of interdisciplinarity in research and how to quantify and measure those," Scientometrics, Springer;Akadémiai Kiadó, vol. 127(9), pages 5551-5569, September.
    12. Fei Shu & Jesse David Dinneen & Shiji Chen, 2022. "Measuring the disparity among scientific disciplines using Library of Congress Subject Headings," Scientometrics, Springer;Akadémiai Kiadó, vol. 127(6), pages 3613-3628, June.
    13. D’Este, Pablo & Robinson-García, Nicolás, 2023. "Interdisciplinary research and the societal visibility of science: The advantages of spanning multiple and distant scientific fields," Research Policy, Elsevier, vol. 52(2).
    14. Francesco Giovanni Avallone & Alberto Quagli & Paola Ramassa, 2022. "Interdisciplinary research by accounting scholars: An exploratory study," FINANCIAL REPORTING, FrancoAngeli Editore, vol. 2022(2), pages 5-34.
    15. Chen, Shiji & Arsenault, Clément & Larivière, Vincent, 2015. "Are top-cited papers more interdisciplinary?," Journal of Informetrics, Elsevier, vol. 9(4), pages 1034-1046.
    16. Hackett, Edward J. & Leahey, Erin & Parker, John N. & Rafols, Ismael & Hampton, Stephanie E. & Corte, Ugo & Chavarro, Diego & Drake, John M. & Penders, Bart & Sheble, Laura & Vermeulen, Niki & Vision,, 2021. "Do synthesis centers synthesize? A semantic analysis of topical diversity in research," Research Policy, Elsevier, vol. 50(1).
    17. Ke, Qing, 2020. "Technological impact of biomedical research: The role of basicness and novelty," Research Policy, Elsevier, vol. 49(7).
    18. Lina Xu & Steven Dellaportas & Jin Wang, 2022. "A study of interdisciplinary accounting research: analysing the diversity of cited references," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 62(2), pages 2131-2162, June.
    19. Shunshun Shi & Wenyu Zhang & Shuai Zhang & Jie Chen, 2018. "Does prestige dimension influence the interdisciplinary performance of scientific entities in knowledge flow? Evidence from the e-government field," Scientometrics, Springer;Akadémiai Kiadó, vol. 117(2), pages 1237-1264, November.
    20. Loet Leydesdorff & Inga Ivanova, 2021. "The measurement of “interdisciplinarity” and “synergy” in scientific and extra‐scientific collaborations," Journal of the Association for Information Science & Technology, Association for Information Science & Technology, vol. 72(4), pages 387-402, April.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:tefoso:v:181:y:2022:i:c:s004016252200292x. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.sciencedirect.com/science/journal/00401625 .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.