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Measuring systemic diversity of Chinese universities: a clustering-method approach

Author

Listed:
  • Chuanyi Wang

    (Wuhan University)

  • Qiang Zha

    (York University
    Tianjin University)

Abstract

Institutional differentiation and diversity in higher education have now become an important policy issue. To tackle this issue requires sound methods to measure systemic diversity in higher education, i.e., the number of institutional types, distribution across all types, as well as between-group heterogeneity. The current methods may well measure distribution of institutions across all types or concentration of certain types, yet they are not effective in assessing the degree of within-group homogeneity and between-group heterogeneity. This study proposes to cluster three different (but related) methods to measure diversity in higher education, which are then applied to data of Chinese universities in 1998 (438 in total at dawn of the enrolment expansion) and 2011 (617 altogether when the massification movement started turning to a new page). The results show a high degree of consistency, and all indicate an increase of systemic diversity in Chinese university sector as a consequence of the aggregate expansion since the late 1990s, which in turn have explicit policy implications.

Suggested Citation

  • Chuanyi Wang & Qiang Zha, 2018. "Measuring systemic diversity of Chinese universities: a clustering-method approach," Quality & Quantity: International Journal of Methodology, Springer, vol. 52(3), pages 1331-1347, May.
    • Handle: RePEc:spr:qualqt:v:52:y:2018:i:3:d:10.1007_s11135-017-0524-5
    DOI: 10.1007/s11135-017-0524-5
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    References listed on IDEAS

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    1. Sen, Amartya, 1997. "On Economic Inequality," OUP Catalogue, Oxford University Press, number 9780198292975.
    2. Christopher C. Morphew, 2009. "Conceptualizing Change in the Institutional Diversity of U.S. Colleges and Universities," The Journal of Higher Education, Taylor & Francis Journals, vol. 80(3), pages 243-269, May.
    3. Hugo Horta & Jeroen Huisman & Manuel Heitor, 2008. "Does competitive research funding encourage diversity in higher education?," Science and Public Policy, Oxford University Press, vol. 35(3), pages 146-158, April.
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    Cited by:

    1. Ertugrul Ayyildiz & Mirac Murat & Gul Imamoglu & Yildiz Kose, 2023. "A novel hybrid MCDM approach to evaluate universities based on student perspective," Scientometrics, Springer;Akadémiai Kiadó, vol. 128(1), pages 55-86, January.
    2. Chuanyi Wang & Zhe Cheng & Xiao-Guang Yue & Michael McAleer, 2020. "Risk Management of COVID-19 by Universities in China," JRFM, MDPI, vol. 13(2), pages 1-6, February.
    3. Ho Nhut Quang & Ha Minh Tri, 2021. "The challenges and opportunities of online learning during Covid-19 pandemic," HO CHI MINH CITY OPEN UNIVERSITY JOURNAL OF SCIENCE - SOCIAL SCIENCES, HO CHI MINH CITY OPEN UNIVERSITY JOURNAL OF SCIENCE, HO CHI MINH CITY OPEN UNIVERSITY, vol. 11(1), pages 3-14.
    4. Renato Bruni & Giuseppe Catalano & Cinzia Daraio & Martina Gregori & Henk F. Moed, 2019. "Studying the Heterogeneity of European Higher Education Institutions," DIAG Technical Reports 2019-12, Department of Computer, Control and Management Engineering, Universita' degli Studi di Roma "La Sapienza".
    5. Renato Bruni & Giuseppe Catalano & Cinzia Daraio & Martina Gregori & Henk F. Moed, 2020. "Studying the heterogeneity of European higher education institutions," Scientometrics, Springer;Akadémiai Kiadó, vol. 125(2), pages 1117-1144, November.

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