IDEAS home Printed from https://ideas.repec.org/a/eee/infome/v9y2015i1p118-134.html
   My bibliography  Save this article

Visualization and quantitative study in bibliographic databases: A case in the field of university–industry cooperation

Author

Listed:
  • Feng, Feng
  • Zhang, Leiyong
  • Du, Yuneng
  • Wang, Weiguang

Abstract

CiteSpace is a visual document analysis software, by which performances and trends of certain disciplines can be displayed for a given period. Moreover, the evolution of a frontier research can be explored by such software as well. This research focuses on the visualization and quantitative study in bibliographic databases by taking the university–industry collaboration studies as an example. Using the Web of Science (WOS), 587 publications and over 30,000 references were selected for analysis, which produced the following results: (1) Our method can clearly reveal the key elements of certain disciplines, such as the largest share of publications, the most frequently cited authors and journals in the university–industry cooperation research field; (2) The relationships among the frequently cited authors, references, journals and keywords can be explained visually in the university–industry cooperation research field; (3) Of special note is that the potential problems and evolutionary trends of certain research fields such as university–industry cooperation can also be ascertained via our method; (4) In general, according to the case study, our visualization and quantitative method evolved a new research framework to evaluate the performance of some research areas.

Suggested Citation

  • Feng, Feng & Zhang, Leiyong & Du, Yuneng & Wang, Weiguang, 2015. "Visualization and quantitative study in bibliographic databases: A case in the field of university–industry cooperation," Journal of Informetrics, Elsevier, vol. 9(1), pages 118-134.
    • Handle: RePEc:eee:infome:v:9:y:2015:i:1:p:118-134
    DOI: 10.1016/j.joi.2014.11.009
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S1751157714001114
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.joi.2014.11.009?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. Ludo Waltman & Nees Jan van Eck, 2007. "Some comments on the question whether co‐occurrence data should be normalized," Journal of the American Society for Information Science and Technology, Association for Information Science & Technology, vol. 58(11), pages 1701-1703, September.
    2. Etzkowitz, Henry & Leydesdorff, Loet, 2000. "The dynamics of innovation: from National Systems and "Mode 2" to a Triple Helix of university-industry-government relations," Research Policy, Elsevier, vol. 29(2), pages 109-123, February.
    3. Taran Thune, 2007. "University-industry collaboration: The network embeddedness approach," Science and Public Policy, Oxford University Press, vol. 34(3), pages 158-168, April.
    4. Per Ahlgren & Bo Jarneving & Ronald Rousseau, 2003. "Requirements for a cocitation similarity measure, with special reference to Pearson's correlation coefficient," Journal of the American Society for Information Science and Technology, Association for Information Science & Technology, vol. 54(6), pages 550-560, April.
    5. D'Este, P. & Patel, P., 2007. "University-industry linkages in the UK: What are the factors underlying the variety of interactions with industry?," Research Policy, Elsevier, vol. 36(9), pages 1295-1313, November.
    6. Meyer-Krahmer, Frieder & Schmoch, Ulrich, 1998. "Science-based technologies: university-industry interactions in four fields," Research Policy, Elsevier, vol. 27(8), pages 835-851, December.
    7. Nelson, Richard R, 2001. "Observations on the Post-Bayh-Dole Rise of Patenting at American Universities," The Journal of Technology Transfer, Springer, vol. 26(1-2), pages 13-19, January.
    8. Henry Small, 2003. "Paradigms, citations, and maps of science: A personal history," Journal of the American Society for Information Science and Technology, Association for Information Science & Technology, vol. 54(5), pages 394-399, March.
    9. Rosenberg, Nathan & Nelson, Richard R., 1994. "American universities and technical advance in industry," Research Policy, Elsevier, vol. 23(3), pages 323-348, May.
    10. Mansfield, Edwin, 1991. "Academic research and industrial innovation," Research Policy, Elsevier, vol. 20(1), pages 1-12, February.
    11. Siegel, Donald S. & Waldman, David & Link, Albert, 2003. "Assessing the impact of organizational practices on the relative productivity of university technology transfer offices: an exploratory study," Research Policy, Elsevier, vol. 32(1), pages 27-48, January.
    12. Chaomei Chen, 2006. "CiteSpace II: Detecting and visualizing emerging trends and transient patterns in scientific literature," Journal of the American Society for Information Science and Technology, Association for Information Science & Technology, vol. 57(3), pages 359-377, February.
    13. Aurora A. C. Teixeira & Luisa Mota, 2012. "A bibliometric portrait of the evolution, scientific roots and influence of the literature on university–industry links," Scientometrics, Springer;Akadémiai Kiadó, vol. 93(3), pages 719-743, December.
    14. Loet Leydesdorff & Liwen Vaughan, 2006. "Co‐occurrence matrices and their applications in information science: Extending ACA to the Web environment," Journal of the American Society for Information Science and Technology, Association for Information Science & Technology, vol. 57(12), pages 1616-1628, October.
    15. Thursby, Jerry G & Jensen, Richard & Thursby, Marie C, 2001. "Objectives, Characteristics and Outcomes of University Licensing: A Survey of Major U.S. Universities," The Journal of Technology Transfer, Springer, vol. 26(1-2), pages 59-72, January.
    16. Andrea Diem & Stefan C. Wolter, 2011. "The Use of Bibliometrics to Measure Research Performance in Education Sciences," Economics of Education Working Paper Series 0066, University of Zurich, Department of Business Administration (IBW), revised May 2013.
    17. Alice Lam, 2007. "Knowledge Networks and Careers: Academic Scientists in Industry–University Links," Journal of Management Studies, Wiley Blackwell, vol. 44(6), pages 993-1016, September.
    18. Lee, Yong S., 1996. "'Technology transfer' and the research university: a search for the boundaries of university-industry collaboration," Research Policy, Elsevier, vol. 25(6), pages 843-863, September.
    19. Loet Leydesdorff & Henry Etzkowitz, 1996. "Emergence of a Triple Helix of university—industry—government relations," Science and Public Policy, Oxford University Press, vol. 23(5), pages 279-286, October.
    20. Sandra Miguel & Félix Moya-Anegón & Víctor Herrero-Solana, 2008. "A new approach to institutional domain analysis: Multilevel research fronts structure," Scientometrics, Springer;Akadémiai Kiadó, vol. 74(3), pages 331-344, March.
    21. Jaffe, Adam B, 1989. "Real Effects of Academic Research," American Economic Review, American Economic Association, vol. 79(5), pages 957-970, December.
    22. Waltman, L. & van Eck, N.J.P., 2007. "Some Comments on the Question Whether Co-occurrence Data Should Be Normalized," ERIM Report Series Research in Management ERS-2007-017-LIS, Erasmus Research Institute of Management (ERIM), ERIM is the joint research institute of the Rotterdam School of Management, Erasmus University and the Erasmus School of Economics (ESE) at Erasmus University Rotterdam.
    23. Wesley M. Cohen & Richard R. Nelson & John P. Walsh, 2003. "Links and Impacts: The Influence of Public Research on Industrial R&D," Chapters, in: Aldo Geuna & Ammon J. Salter & W. Edward Steinmueller (ed.), Science and Innovation, chapter 4, Edward Elgar Publishing.
    24. Howard D. White & Katherine W. McCain, 1998. "Visualizing a discipline: An author co‐citation analysis of information science, 1972–1995," Journal of the American Society for Information Science, Association for Information Science & Technology, vol. 49(4), pages 327-355.
    25. Wishik, S.M., 1978. "The use of incentives for fertility reduction," American Journal of Public Health, American Public Health Association, vol. 68(2), pages 113-114.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Raysa Geaquinto Rocha & João J. Ferreira, 2022. "Gazelles (High-Growth) Companies: a Bibliometric Science Map of the Field," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 13(4), pages 2911-2934, December.
    2. Shen, Neng & Deng, Rumeng & Liao, Haolan & Shevchuk, Oleksandr, 2020. "Mapping renewable energy subsidy policy research published from 1997 to 2018: A scientometric review," Utilities Policy, Elsevier, vol. 64(C).
    3. Ali Najmi & Taha H. Rashidi & Alireza Abbasi & S. Travis Waller, 2017. "Reviewing the transport domain: an evolutionary bibliometrics and network analysis," Scientometrics, Springer;Akadémiai Kiadó, vol. 110(2), pages 843-865, February.
    4. Dejian Yu, 2015. "A scientometrics review on aggregation operator research," Scientometrics, Springer;Akadémiai Kiadó, vol. 105(1), pages 115-133, October.
    5. Seyedghorban, Zahra & Matanda, Margaret Jekanyika & LaPlaca, Peter, 2016. "Advancing theory and knowledge in the business-to-business branding literature," Journal of Business Research, Elsevier, vol. 69(8), pages 2664-2677.
    6. Csomós György, 2017. "Mapping Spatial and Temporal Changes of Global Corporate Research and Development Activities by Conducting a Bibliometric Analysis," Quaestiones Geographicae, Sciendo, vol. 36(1), pages 65-77, March.
    7. Peter Kokol & Helena Blažun Vošner & Jernej Završnik & Grega Žlahtič, 2022. "Sleeping beauties in health informatics research," Scientometrics, Springer;Akadémiai Kiadó, vol. 127(8), pages 5073-5081, August.
    8. Chen, Kaihua & Zhang, Yi & Fu, Xiaolan, 2019. "International research collaboration: An emerging domain of innovation studies?," Research Policy, Elsevier, vol. 48(1), pages 149-168.
    9. Murashova Elena & Loginova Valeria, 2017. "University–Industry Interaction Trends in the Baltic Sea Region: A Bibliometric Analysis," TalTech Journal of European Studies, Sciendo, vol. 7(2), pages 28-58, October.
    10. Raysa Geaquinto Rocha & Paulo Gonçalves Pinheiro, 2021. "Organizational Spirituality: Concept and Perspectives," Journal of Business Ethics, Springer, vol. 171(2), pages 241-252, June.
    11. Alejandro Bengoa & Amaia Maseda & Txomin Iturralde & Gloria Aparicio, 2021. "A bibliometric review of the technology transfer literature," The Journal of Technology Transfer, Springer, vol. 46(5), pages 1514-1550, October.
    12. Chengliang Liu & Qinchang Gui, 2016. "Mapping intellectual structures and dynamics of transport geography research: a scientometric overview from 1982 to 2014," Scientometrics, Springer;Akadémiai Kiadó, vol. 109(1), pages 159-184, October.
    13. Csomós, György & Tóth, Géza, 2016. "Exploring the position of cities in global corporate research and development: A bibliometric analysis by two different geographical approaches," Journal of Informetrics, Elsevier, vol. 10(2), pages 516-532.
    14. Yanyi Huang & Xiu-Hao Ding & Ruihong Liu & Yuanqiong He & Suming Wu, 2019. "Reviewing the Domain of Technology and Innovation Management: A Visualizing Bibliometric Analysis," SAGE Open, , vol. 9(2), pages 21582440198, June.
    15. Hong Jiang & Jinlong Gai & Shukuan Zhao & Peggy E. Chaudhry & Sohail S. Chaudhry, 2022. "Applications and development of artificial intelligence system from the perspective of system science: A bibliometric review," Systems Research and Behavioral Science, Wiley Blackwell, vol. 39(3), pages 361-378, May.
    16. Artūras Kaklauskas & Audrius Banaitis & Fernando A. F. Ferreira & João J. M. Ferreira & Dilanthi Amaratunga & Natalija Lepkova & Ieva Ubartė & Nerija Banaitienė, 2018. "An Evaluation System for University–Industry Partnership Sustainability: Enhancing Options for Entrepreneurial Universities," Sustainability, MDPI, vol. 10(1), pages 1-17, January.
    17. Blanca De-Miguel-Molina & Scott W. Cunningham & Fernando Palop, 2017. "Analyzing Funding Patterns and Their Evolution in Two Medical Research Topics," International Journal of Innovation and Technology Management (IJITM), World Scientific Publishing Co. Pte. Ltd., vol. 14(02), pages 1-39, April.

    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. Victoria Galan-Muros & Todd Davey, 2019. "The UBC ecosystem: putting together a comprehensive framework for university-business cooperation," The Journal of Technology Transfer, Springer, vol. 44(4), pages 1311-1346, August.
    2. A. Bellucci & L. Pennacchio, 2016. "University knowledge and firm innovation: evidence from European countries," The Journal of Technology Transfer, Springer, vol. 41(4), pages 730-752, August.
    3. Yuandi Wang & Die Hu & Weiping Li & Yiwei Li & Qiang Li, 2015. "Collaboration strategies and effects on university research: evidence from Chinese universities," Scientometrics, Springer;Akadémiai Kiadó, vol. 103(2), pages 725-749, May.
    4. Igors Skute & Kasia Zalewska-Kurek & Isabella Hatak & Petra Weerd-Nederhof, 2019. "Mapping the field: a bibliometric analysis of the literature on university–industry collaborations," The Journal of Technology Transfer, Springer, vol. 44(3), pages 916-947, June.
    5. Victoria Galán-Muros & Peter Sijde & Peter Groenewegen & Thomas Baaken, 2017. "Nurture over nature: How do European universities support their collaboration with business?," The Journal of Technology Transfer, Springer, vol. 42(1), pages 184-205, February.
    6. Foray, Dominique & Lissoni, Francesco, 2010. "University Research and Public–Private Interaction," Handbook of the Economics of Innovation, in: Bronwyn H. Hall & Nathan Rosenberg (ed.), Handbook of the Economics of Innovation, edition 1, volume 1, chapter 0, pages 275-314, Elsevier.
    7. Hottenrott, Hanna & Thorwarth, Susanne, 2010. "Industry funding of university research and scientific productivity," ZEW Discussion Papers 10-105, ZEW - Leibniz Centre for European Economic Research.
    8. Perkmann, Markus & King, Zella & Pavelin, Stephen, 2011. "Engaging excellence? Effects of faculty quality on university engagement with industry," Research Policy, Elsevier, vol. 40(4), pages 539-552, May.
    9. Uwe Cantner & Martin Kalthaus & Indira Yarullina, 2024. "Outcomes of science-industry collaboration: factors and interdependencies," The Journal of Technology Transfer, Springer, vol. 49(2), pages 542-580, April.
    10. Isabel Maria Bodas Freitas & Aldo Geuna & Federica Rossi, 2011. "University–Industry Interactions: The Unresolved Puzzle," Chapters, in: Cristiano Antonelli (ed.), Handbook on the Economic Complexity of Technological Change, chapter 11, Edward Elgar Publishing.
    11. Bai, Xue-Jie & Li, Zhen-Yang & Zeng, Jin, 2020. "Performance evaluation of China's innovation during the industry-university-research collaboration process—an analysis basis on the dynamic network slacks-based measurement model," Technology in Society, Elsevier, vol. 62(C).
    12. Bruneel, Johan & D'Este, Pablo & Salter, Ammon, 2010. "Investigating the factors that diminish the barriers to university-industry collaboration," Research Policy, Elsevier, vol. 39(7), pages 858-868, September.
    13. Jiaming Jiang & Yu Zhao & Junshi Feng, 2022. "University–Industry Technology Transfer: Empirical Findings from Chinese Industrial Firms," Sustainability, MDPI, vol. 14(15), pages 1-18, August.
    14. Larsen, Maria Theresa, 2011. "The implications of academic enterprise for public science: An overview of the empirical evidence," Research Policy, Elsevier, vol. 40(1), pages 6-19, February.
    15. Ekaterina Albats & Irina Fiegenbaum & James A. Cunningham, 2018. "A micro level study of university industry collaborative lifecycle key performance indicators," The Journal of Technology Transfer, Springer, vol. 43(2), pages 389-431, April.
    16. Christian Sandström & Karl Wennberg & Martin W. Wallin & Yulia Zherlygina, 2018. "Public policy for academic entrepreneurship initiatives: a review and critical discussion," The Journal of Technology Transfer, Springer, vol. 43(5), pages 1232-1256, October.
    17. repec:wip:wpaper:4 is not listed on IDEAS
    18. De Fuentes, Claudia & Dutrénit, Gabriela, 2012. "Best channels of academia–industry interaction for long-term benefit," Research Policy, Elsevier, vol. 41(9), pages 1666-1682.
    19. Beck, Mathias & Junge, Martin & Kaiser, Ulrich, 2017. "Public Funding and Corporate Innovation," IZA Discussion Papers 11196, Institute of Labor Economics (IZA).
    20. Federico Caviggioli & Alessandra Colombelli & Antonio De Marco & Giuseppe Scellato & Elisa Ughetto, 2023. "Co-evolution patterns of university patenting and technological specialization in European regions," The Journal of Technology Transfer, Springer, vol. 48(1), pages 216-239, February.
    21. Martina Kauffeld-Monz, 2005. "Knowledge spillovers within regional networks of innovation and the contribution made by public research," ERSA conference papers ersa05p440, European Regional Science Association.

    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:infome:v:9:y:2015:i:1:p:118-134. 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.elsevier.com/locate/joi .

    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.