IDEAS home Printed from https://ideas.repec.org/a/spr/scient/v57y2003i1d10.1023_a1023619503005.html
   My bibliography  Save this article

Co-citation analysis and the search for invisible colleges: A methodological evaluation

Author

Listed:
  • Markus Gmür

    (University of Konstanz)

Abstract

After 30 years of research, co-citation analysis has become the dominant method for the empirical study of the structures of scientific communication. There is a considerable variety of methods and, at the same time, a lack of methodological evaluation. This paper summarizes the present state of co-citation analysis and presents several methods of clustering references. The database used is a selection of 2,114 documents in the field of organization studies from 1986-2000. The evaluative study shows that the choice of methods has a strong impact on the results created. It also shows that the methods of cluster and factor analysis hitherto used have only a limited value in differentiating clearly between schools of scientific research - the 'invisible colleges'.

Suggested Citation

  • Markus Gmür, 2003. "Co-citation analysis and the search for invisible colleges: A methodological evaluation," Scientometrics, Springer;Akadémiai Kiadó, vol. 57(1), pages 27-57, January.
  • Handle: RePEc:spr:scient:v:57:y:2003:i:1:d:10.1023_a:1023619503005
    DOI: 10.1023/A:1023619503005
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1023/A:1023619503005
    File Function: Abstract
    Download Restriction: Access to the full text of the articles in this series is restricted.

    File URL: https://libkey.io/10.1023/A:1023619503005?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. Richard L. Daft & Robert H. Lengel, 1986. "Organizational Information Requirements, Media Richness and Structural Design," Management Science, INFORMS, vol. 32(5), pages 554-571, May.
    2. Ingemar Dierickx & Karel Cool, 1989. "Asset Stock Accumulation and Sustainability of Competitive Advantage," Management Science, INFORMS, vol. 35(12), pages 1504-1511, December.
    3. C. K. Prahalad & Richard A. Bettis, 1986. "The dominant logic: A new linkage between diversity and performance," Strategic Management Journal, Wiley Blackwell, vol. 7(6), pages 485-501, November.
    4. Alan E. Bayer & John C. Smart & Gerald W. McLaughlin, 1990. "Mapping intellectual structure of a scientific subfield through author cocitations," Journal of the American Society for Information Science, Association for Information Science & Technology, vol. 41(6), pages 444-452, September.
    5. William Paisley, 1990. "An oasis where many trails cross: The improbable cocitation networks of a multidiscipline," Journal of the American Society for Information Science, Association for Information Science & Technology, vol. 41(6), pages 459-468, September.
    6. Daniel Kahneman & Amos Tversky, 2013. "Prospect Theory: An Analysis of Decision Under Risk," World Scientific Book Chapters, in: Leonard C MacLean & William T Ziemba (ed.), HANDBOOK OF THE FUNDAMENTALS OF FINANCIAL DECISION MAKING Part I, chapter 6, pages 99-127, World Scientific Publishing Co. Pte. Ltd..
    7. Henry Mintzberg, 1978. "Patterns in Strategy Formation," Management Science, INFORMS, vol. 24(9), pages 934-948, May.
    8. Alchian, Armen A & Demsetz, Harold, 1972. "Production , Information Costs, and Economic Organization," American Economic Review, American Economic Association, vol. 62(5), pages 777-795, December.
    9. Katherine W. McCain, 1990. "Mapping authors in intellectual space: A technical overview," Journal of the American Society for Information Science, Association for Information Science & Technology, vol. 41(6), pages 433-443, September.
    10. S.A. Lippman & R.P. Rumelt, 1982. "Uncertain Imitability: An Analysis of Interfirm Differences in Efficiency under Competition," Bell Journal of Economics, The RAND Corporation, vol. 13(2), pages 418-438, Autumn.
    11. S. Miyamoto & K. Nakayama, 1983. "A technique of two‐stage clustering applied to environmental and civil engineering and related methods of citation analysis," Journal of the American Society for Information Science, Association for Information Science & Technology, vol. 34(3), pages 192-201, May.
    12. Fama, Eugene F, 1980. "Agency Problems and the Theory of the Firm," Journal of Political Economy, University of Chicago Press, vol. 88(2), pages 288-307, April.
    13. Jane E. Dutton & Robert B. Duncan, 1987. "The creation of momentum for change through the process of strategic issue diagnosis," Strategic Management Journal, Wiley Blackwell, vol. 8(3), pages 279-295, May.
    14. Ingemar Dierickx & Karel Cool, 1989. "Asset Stock Accumulation and the Sustainability of Competitive Advantage: Reply," Management Science, INFORMS, vol. 35(12), pages 1514-1514, December.
    15. Katherine W. McCain, 1986. "Cocited author mapping as a valid representation of intellectual structure," Journal of the American Society for Information Science, Association for Information Science & Technology, vol. 37(3), pages 111-122, May.
    16. James G. March, 1991. "Exploration and Exploitation in Organizational Learning," Organization Science, INFORMS, vol. 2(1), pages 71-87, February.
    17. Jensen, Michael C. & Meckling, William H., 1976. "Theory of the firm: Managerial behavior, agency costs and ownership structure," Journal of Financial Economics, Elsevier, vol. 3(4), pages 305-360, October.
    18. Henry Small, 1973. "Co‐citation in the scientific literature: A new measure of the relationship between two documents," Journal of the American Society for Information Science, Association for Information Science & Technology, vol. 24(4), pages 265-269, July.
    19. Howard D. White, 1983. "A cocitation map of the social indicators movement," Journal of the American Society for Information Science, Association for Information Science & Technology, vol. 34(5), pages 307-312, September.
    20. George P. Huber, 1991. "Organizational Learning: The Contributing Processes and the Literatures," Organization Science, INFORMS, vol. 2(1), pages 88-115, February.
    21. Jay B. Barney, 1986. "Strategic Factor Markets: Expectations, Luck, and Business Strategy," Management Science, INFORMS, vol. 32(10), pages 1231-1241, October.
    22. Ying Ding & Gobinda G. Chowdhury & Schubert Foo, 2000. "Journal as Markers of Intellectual Space: Journal Co-Citation Analysis of Information Retrieval Area, 1987–1997," Scientometrics, Springer;Akadémiai Kiadó, vol. 47(1), pages 55-73, January.
    23. Taylor, Frederick Winslow, 1911. "The Principles of Scientific Management," History of Economic Thought Books, McMaster University Archive for the History of Economic Thought, number taylor1911.
    24. Howard D. White & Belver C. Griffith, 1981. "Author cocitation: A literature measure of intellectual structure," Journal of the American Society for Information Science, Association for Information Science & Technology, vol. 32(3), pages 163-171, May.
    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. Filippo Corsini & Rafael Laurenti & Franziska Meinherz & Francesco Paolo Appio & Luca Mora, 2019. "The Advent of Practice Theories in Research on Sustainable Consumption: Past, Current and Future Directions of the Field," Sustainability, MDPI, vol. 11(2), pages 1-19, January.
    2. Mora, Luca & Deakin, Mark & Reid, Alasdair, 2019. "Combining co-citation clustering and text-based analysis to reveal the main development paths of smart cities," Technological Forecasting and Social Change, Elsevier, vol. 142(C), pages 56-69.
    3. Henri A. Schildt & Shaker A. Zahra & Antti Sillanpää, 2006. "Scholarly Communities in Entrepreneurship Research: A Co–Citation Analysis," Entrepreneurship Theory and Practice, , vol. 30(3), pages 399-415, May.
    4. William B. Gartner & Per Davidsson & Shaker A. Zahra, 2006. "Are you Talking to Me? The Nature of Community in Entrepreneurship Scholarship," Entrepreneurship Theory and Practice, , vol. 30(3), pages 321-331, May.
    5. Serhat Burmaoglu & Ozcan Saritas, 2019. "An evolutionary analysis of the innovation policy domain: Is there a paradigm shift?," Scientometrics, Springer;Akadémiai Kiadó, vol. 118(3), pages 823-847, March.
    6. Diana Hicks & Julia Melkers, 2013. "Bibliometrics as a tool for research evaluation," Chapters, in: Albert N. Link & Nicholas S. Vonortas (ed.), Handbook on the Theory and Practice of Program Evaluation, chapter 11, pages 323-349, Edward Elgar Publishing.
    7. G. Steven McMillan & Debra L. Casey, 2007. "Research Note: Identifying the Invisible Colleges of the British Journal of Industrial Relations: A Bibliometric and Social Network Approach," British Journal of Industrial Relations, London School of Economics, vol. 45(4), pages 815-828, December.
    8. Neelam Kaushal & Neeraj Kaushik & Brijesh Sivathanu, 2021. "Workplace ostracism in various organizations: a systematic review and bibliometric analysis," Management Review Quarterly, Springer, vol. 71(4), pages 783-818, October.
    9. Centobelli, Piera & Cerchione, Roberto & Esposito, Emilio & Oropallo, Eugenio, 2021. "Surfing blockchain wave, or drowning? Shaping the future of distributed ledgers and decentralized technologies," Technological Forecasting and Social Change, Elsevier, vol. 165(C).
    10. Bar-Ilan, Judit, 2008. "Informetrics at the beginning of the 21st century—A review," Journal of Informetrics, Elsevier, vol. 2(1), pages 1-52.
    11. Satish Kumar & Riya Sureka & Sisira Colombage, 2020. "Capital structure of SMEs: a systematic literature review and bibliometric analysis," Management Review Quarterly, Springer, vol. 70(4), pages 535-565, November.
    12. Susan Biancani & Daniel A. McFarland & Linus Dahlander, 2014. "The Semiformal Organization," Organization Science, INFORMS, vol. 25(5), pages 1306-1324, October.

    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. Mehmet Ali Köseoglu & John A. Parnell & Melissa Yan Yee Yick, 2021. "Identifying influential studies and maturity level in intellectual structure of fields: evidence from strategic management," Scientometrics, Springer;Akadémiai Kiadó, vol. 126(2), pages 1271-1309, February.
    2. Robert P. Garrett Jr. & Jeffrey G. Covin, 2015. "Internal Corporate Venture Operations Independence and Performance: A Knowledge–Based Perspective," Entrepreneurship Theory and Practice, , vol. 39(4), pages 763-790, July.
    3. J. W. Stoelhorst, 2023. "Value, rent, and profit: A stakeholder resource‐based theory," Strategic Management Journal, Wiley Blackwell, vol. 44(6), pages 1488-1513, June.
    4. Dennys Eduardo Rossetto & Roberto Carlos Bernardes & Felipe Mendes Borini & Cristiane Chaves Gattaz, 2018. "Structure and evolution of innovation research in the last 60 years: review and future trends in the field of business through the citations and co-citations analysis," Scientometrics, Springer;Akadémiai Kiadó, vol. 115(3), pages 1329-1363, June.
    5. David Gaddis Ross, 2014. "An Agency Theory of the Division of Managerial Labor," Organization Science, INFORMS, vol. 25(2), pages 494-508, April.
    6. Stoelhorst, J. W. & van Raaij, Erik M., 2004. "On explaining performance differentials: Marketing and the managerial theory of the firm," Journal of Business Research, Elsevier, vol. 57(5), pages 462-477, May.
    7. Sheen S. Levine & Mark Bernard & Rosemarie Nagel, 2018. "Strategic intelligence: The cognitive capability to anticipate competitor behaviour," Strategic Management Journal, Wiley Blackwell, vol. 39(2), pages 527-527, February.
    8. Nicolai J. Foss & Peter G. Klein & Lasse B. Lien & Thomas Zellweger & Todd Zenger, 2021. "Ownership competence," Strategic Management Journal, Wiley Blackwell, vol. 42(2), pages 302-328, February.
    9. 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.
    10. Mahoney, Joseph T., 1995. "The management of resources and the resource of management," Journal of Business Research, Elsevier, vol. 33(2), pages 91-101, June.
    11. Julio Cesar Acosta Prado & Reynaldo Hernández Reyes, 2012. "Externalización de procesos de negocio en tecnologías de la información y la gestión estratégica del conocimiento. Una revisión de la literatura," Dimensión Empresarial, Universidad Autónoma del Caribe, December.
    12. Kim, Jongwook & Mahoney, Joseph T., 2008. "A Strategic Theory of the Firm as a Nexus of Incomplete Contracts: A Property Rights Approach," Working Papers 08-0108, University of Illinois at Urbana-Champaign, College of Business.
    13. João J. M. Ferreira & Cristina I. Fernandes & Sascha Kraus, 2019. "Entrepreneurship research: mapping intellectual structures and research trends," Review of Managerial Science, Springer, vol. 13(1), pages 181-205, February.
    14. Lippert, Inge, 2008. "Perspektivenverschiebungen in der Corporate Governance: Neuere Ansätze und Studien der Corporate-Governance-Forschung," Discussion Papers, Research Unit: Knowledge, Production Systems and Work SP III 2008-302, WZB Berlin Social Science Center.
    15. Patrick Regnér, 2003. "Strategy Creation in the Periphery: Inductive Versus Deductive Strategy Making," Journal of Management Studies, Wiley Blackwell, vol. 40(1), pages 57-82, January.
    16. Molina-Morales, F. Xavier & Martinez-Fernandez, M. Teresa, 2004. "How much difference is there between industrial district firms? A net value creation approach," Research Policy, Elsevier, vol. 33(3), pages 473-486, April.
    17. Danchi Tan & Joseph T. Mahoney, 2007. "The dynamics of Japanese firm growth in U.S. Industries: The Penrose effect," Management International Review, Springer, vol. 47(2), pages 259-279, March.
    18. Klaus Uhlenbruck & Klaus E. Meyer & Michael A. Hitt, 2003. "Organizational Transformation in Transition Economies: Resource‐based and Organizational Learning Perspectives," Journal of Management Studies, Wiley Blackwell, vol. 40(2), pages 257-282, March.
    19. Wójcik Piotr, 2015. "Exploring Links Between Dynamic Capabilities Perspective and Resource-Based View: A Literature Overview," International Journal of Management and Economics, Warsaw School of Economics, Collegium of World Economy, vol. 45(1), pages 83-107, March.
    20. Oguzhan Ozturk, 2021. "Bibliometric review of resource dependence theory literature: an overview," Management Review Quarterly, Springer, vol. 71(3), pages 525-552, July.

    More about this item

    Statistics

    Access and download statistics

    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:spr:scient:v:57:y:2003:i:1:d:10.1023_a:1023619503005. 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: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .

    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.