Abstract
Over the past 40 years, global tertiary expansion has been driven in part by the rise of the non-university sector. The growth of this sector, which includes vocational colleges, also contributes to increasingly diverse national higher education systems. Prior research has focused on inter-state variation in national systems, while very few studies have explored intra-state variation in the expansion of non-university sector. Building on the policy innovation and diffusion model, this study uses event history analysis to investigate key drivers behind Chinese prefecture cities’ adoption of vocational colleges during the latest tertiary education expansion. The study employs a rich panel dataset from 273 Chinese cities between 2000 and 2014. Findings suggest that the socioeconomic and the politico-institutional contexts matter the most for cities’ policy adoption, and the influence of policy diffusion is negative but not significant. Moreover, there is substantial heterogeneity across time and region. The characteristics of early adopters significantly differ from those of late adopters, and the diffusion paths vary within and across regions. This study illustrates that the emergence of sub-national government affiliated non-university institutions is driven by a complex combination of socioeconomic, politico-institutional, and policy forces. Results highlight the regional contextual factors that may override coercive pressure from national strategies to promote the non-university sector expansion and the structural diversity in the context of less developed economies.
Similar content being viewed by others
Notes
In 1999, there were 823 regional HEIs (77% of total HEIs), including 474 vocational colleges (44% of total HEIs). In 2016, the number of regional HEIs increased to 1737 (94% of total HEIs), with 1341 vocational colleges (73% of total HEIs).
China has five levels of government, including national, provincial, prefecture, country, and township government. The State Council formally granting provincial governments the authority of approving and accrediting 3-year vocational colleges in 2000.Thus, prefecture cities can sponsor their own vocational colleges with the permission of provincial educational authority.
In 2006, China’s Ministry of Education imposed an enrollment growth rate restriction upon all tertiary higher education institutions in China, which kept annual enrollment growth rate below 5%. From 2007 to 2018, the average annual growth rate was 2.3% for vocational colleges and 3.7% for 4-year HEIs. Hence, this study defines the peak days of Chinese latest tertiary expansion as from 1999 to 2006.
Since four Chinese municipalities of Bei**g, Shanghai, Tian** and Chongqing do not have a local municipality level, cities in these four regions are dropped from the sample.
References
Bao, W. (2012) Mechanism and Theoretical Explanation of the Enrollment Expansion of Higher Education in China. Education Research Monthly 8: 3–11 (in Chinese).
Beck, N., Katz, J.N. and Tucker, R. (1998) Taking Time Seriously: Time-Series-Cross-Section Analysis with a Binary Dependent Variable. American Journal of Political Science 42: 1260–1288
Berry, F.S. and Berry, W.D. (1990) State Lottery Adoptions as Policy Innovations: an Event History Analysis. American Political Science Association 84(2): 395–415
Cai, Y. (2010) Global isomorphism and governance reform in Chinese higher education. Tertiary Education and Management 16(3): 229–241
Carnoy, M., Froumin, I., Leshukov, O. and Marginson, S. (2018) Higher Education in Federal Countries: a Comparative Study, SAGE Publications, Inc.
Clark, B.R. (1983) The Higher Education System, Berkeley CA: University of California Press.
Dougherty, K. (1988a) Educational Policy-Making and the Relative Autonomy of the State: The Case of Occupational Education in the Community College. Sociological Forum 3(3): 400–432
Dougherty, K.J. (1988b) The Politics of Community College Expansion: Beyond the Functionalist and Class-Reproduction Explanations. American Journal of Education 96(3): 351–393
Doyle, W.R. (2006) Adoption of Merit-Based Student Grant Programs and Event History Analysis. Educational Evaluation and Policy Analysis 28(3): 259–285
Doyle, W.R., Mclendon, M.K. and Hearn, J.C. (2010) The Adoption of Prepaid Tuition and Savings Plans in the American States: An Event History Analysis. Research in Higher Education 51(7): 659–686
Hearn, J.C., Lacy, T.A. and Warshaw, J.B. (2014) State Research and Development Tax Credits: The Historical Emergence of a Distinctive Economic Policy Instrument. Economic Development Quarterly: the Journal of American Economic Revitalization 28(2): 166–181
Hearn, J.C., Mclendon, M.K. and Lacy, T.A. (2013) State-Funded ‘Eminent Scholars’ Programs: University Faculty Recruitment as an Emerging Policy Instrument. Journal of Higher Education 84(5): 601–639
Hearn, J. C., McLendon, M. K. and Linthicum, K. C. (2017) ‘Conceptualizing State Policy Adoption and Diffusion’, in Higher education: Handbook of theory and research, Springer International Publishing. 309-354.
Hearn, J.C., Mclendon, M.K. and Mokher, C.G. (2008) Accounting for Student Success: An Empirical Analysis of the Origins and Spread of State Student Unit-record Systems. Research in Higher Education 49(8): 665–683
Hillman, N. W. (2017) ‘Geospatial Analysis in Higher Education Research’, in Higher education: Handbook of theory and research, Springer. 529-575.
Huang, F. (2015) Building the world-class research universities: A case study of China. Higher Education 70(2): 203–215
Jia, Q. and Ericson, D.P. (2017) Equity and Access to Higher Education in China: Lessons from Hunan Province for University Admissions Policy. International Journal of Educational Development 52: 97–110
Kyvik, S. (2004) Structural Changes in Higher Education Systems in Western Europe. Higher Education in Europe 29(3): 393–409
Kyvik, S. and Lepori, B. (2010) The Research Mission of Higher Education Institutions Outside the University Sector: Striving for Differentiation. Higher Education Dynamics 164(12): 425–432
Labaree, D.F. (1990) ‘From Comprehensive High School to Community College: Politics: Markets, and the Evolution of Educational Opportunity. Research in Sociology of Education and Socialization 9: 203–240
Li A. Y. (2017). Covet thy neighbor or “reverse policy diffusion”? State adoption of performance funding 2.0. Research in Higher Education, 58(7), 746–771.
Li, A. Y., & Kelchen, R. (2021). Policy Diffusion of Performance Funding Equity Metrics: Traditional Neighbor and Dyadic Survival Analyses. Educational Policy, 08959048211058439.
Luo, Y., Guo, F. and Shi, J. (2018) Expansion and Inequality of Higher Education in China: How Likely would Chinese Poor Students Get to Success? Higher Education Research & Development 37(5): 1015–1034
Machado, M. L., Ferreira, J. B., Santiago, R. and Taylor, J. S. (2006) ‘Reframing the Non-University Sector in Europe: Convergence or Diversity?’, 19th Annual Consortium of Higher Education Researchers Conference (CHER).
Marginson, S. (2006) Dynamics of National and Global Competition in Higher Education. Higher Education 52(1): 1–39
Marginson, S. (2016) The Worldwide Trend to High Participation Higher Education: Dynamics of Social Stratification in Inclusive Systems. Higher Education 72(4): 413–434
Mclendon, M. and Mokher, C. (2009) 'The Origins and Spread of State Policies Privatizing Public Higher Education', in C. Morphew and P. Eckel (eds.) Privatizing the Public Univeristy: Perspectives from Across the AcademyBaltimore MD: John Hopkins University Press, pp. 7–32.
Mclendon, M., Hearn, J.C. and Deaton, R. (2006) Called to Account: Analyzing the Origins and Spread of State Performance-Accountability Policies for Higher Education. Educational Evaluation and Policy Analysis 28(1): 1–24
Mintrom, M. (1997) Policy Entrepreneurs and the Diffusion of Innovation. American Journal of Political Science 41(3): 738–770
Mintrom, M. and Vergari, S. (1998) Policy Networks and Innovation Diffusion: The Case of State Education Reforms. Journal of Politics 60(01): 126–148
Mok, K.H. (1999) Education and the Market Place in Hong Kong and Mainland China. Higher Education 37(2): 133–158
Mok, K.H. (2003) Globalisation and Higher Education Restructuring in Hong Kong, Taiwan and Mainland China. Higher Education Research & Development 22(2): 117–129
Mok, K.H. (2016) Massification of Higher Education, Graduate Employment and Social Mobility in the Greater China region. British Journal of Sociology of Education 37(1): 51–71
Mok, K.H. and Cheung, A.B. (2011) Global aspirations and strategising for world-class status: New form of politics in higher education governance in Hong Kong. Journal of Higher Education Policy and Management 33(3): 231–251
Mokher, C.G. and Mclendon, M.K. (2009) Uniting Secondary and Postsecondary Education: An Event History Analysis of State Adoption of Dual Enrollment Policies. American Journal of Education 115: 249–278
Nicholson-Crotty, S. and Carley, S. (2016) Effectiveness, implementation, and policy diffusion: Or “Can we make that work for us?” State Politics & Policy Quarterly 16(1): 78–97
OECD.( 2020) Education at a Glance 2020: OECD Indicators, https://doi.org/10.1787/69096873-en.
Ragin, C. C. (2009). Qualitative comparative analysis using fuzzy sets (fsQCA). Configurational comparative methods: Qualitative comparative analysis (QCA) and related techniques, 51, 87-121.
Schofer, E. and Meyer, J.W. (2005) The Worldwide Expansion of Higher Education in the Twentieth Century. American Sociological Review 70(6): 898–920
Schugurensky, D. (2003) 'Higher Education Restructuring in the Era of Globalization: Toward a Heteronomous model', in R.F. Arnove and C.A. Torres (eds.) Comparative Education: The Dialectic of the Global and the LocalLanham MD: Rowman & Littlefield, pp. 292–312.
Shipan, C.R. and Volden, C. (2012) Policy diffusion: Seven lessons for scholars and practitioners. Public Administration Review 72(6): 788–796
Sun, X., Zhou, F. and Lin, W. (2014) Land Finance and the Tax-sharing System: An Empirical Interpretation. Social Sciences in China 03(3): 48–65
Taylor, J. S., Ferreira, J. B., Machado, M. L. and Santiago, R. (2008) Non-University Higher Education in Europe (Vol. 23). Springer.
Teichler, U. (2006) Changing Structures of the Higher Education Systems: The Increasing Complexity of Underlying Forces. Higher Education Policy 19(4): 447–461
Teichler, U. (2008) ‘The End of Alternatives to Universities or New Opportunities?’, in J. S. Taylor, J. B. Ferreira, M. L. Machado and R. Santiago (eds). Non-University Higher Education in Europe, Springer Science & Business Media. 1-13.
Trow, M. (1974) 'Problems in the Transition from Elite to Mass Higher Education', OECD(ed). Policies for Higher Education, Paris: OECD Publisher, pp. 51–101.
UNESCO. (2020) School Enrollment, Tertiary (% gross), https://data.worldbank.org/indicator/SE.TER.ENRR.
Walker, J.L. (1969) The Diffusion of Innovations among the American States. American Political Science Review 63(3): 880–899
Wang, R. (2014) ‘The Commanding Heights: the State and Higher Education in China’, in S. G. Fan, R. Kanbur, S. Wei, and X. Zhang (eds). The Oxford Companion to the Economics of China, Oxford: Oxford University Press.
Wang, R. and Yang, P. (2018) ‘China: the “Commanding Heights” Strategy Revisited’, in Carnoy M., Froumin I., Leshukov O. and Marginson S (eds). Higher Education in Federal Countries: a Comparative Study, Sage Publication, Inc.408-469.
Witte, J., Wende, M. and Huisman, J. (2008) Blurring Boundaries: How the Bologna Process Changes the Relationship between University and Non-University Higher Education in Germany, the Netherlands and France. Studies in Higher Education 33(3): 217–231
Xu, C. (2011) The Fundamental Institutions of China’s Reforms and Development. Journal of Economic Literature 49(4): 1076–1151
Yang, P. and Wang, R. (2020) Central-Local Relations and Higher Education Stratification in China. Higher Education 79(1): 111–139
Yang, R. (2004) ‘Toward Massification: Higher Education Development in the People’s Republic of China since 1949’, In Higher Education: Handbook of Theory and Research, Springer, pp.311-374.
Yang, R., Vidovich, L. and Currie, J. (2007) ‘Dancing in a Cage’: Changing Autonomy in Chinese Higher Education. Higher Education 54(4): 575–592
Yeung, W.-J.J. (2013) Higher Education Expansion and Social Stratification in China. Chinese Sociological Review 45(4): 54–80
Zapp, M. and Ramirez, F.O. (2019) Beyond internationalisation and isomorphism–the construction of a global higher education regime. Comparative Education 55(4): 473–493
Zapp, M., Marques, M., & Powell, J. J. (2021). Blurring the boundaries. University actorhood and institutional change in global higher education. Comparative Education, 57(4), 538-559.
Zhang, D.R. and Chen, Q. (2019) Study on the Dynamic Mechanism of the Innovation and Diffusion of Higher Education Policy in Provincial Administrative Regions: a Case Study of ‘Double-First Class Policy.’ Education Development Research 38(7): 53–59 (in Chinese).
Zhou, L.A. (2007) Governing China’s Local Officials: an Analysis of Promotion Tournament Model. Economic Research Journal 7: 36–50
Zhu, X.F. and Zhang, Y.L. (2015) Innovation and Diffusion: Rise of Unified Administrative Examination and Approval Systems in Chinese Cities. Management Worldly 10: 91–106 (in Chinese).
Zhu, X.F. and Zhao, H. (2016) The Diffusion of Social Polices from the Perspective of Inter-Governmental Relations: A Case Study of the Urban Subsistence Allowance (1993–1999). Social Sciences in China 8: 95–116 (in Chinese).
Funding
Funding was provided by BNU First-Class Education Discipline Plan (Grant Number YLXKPY-XSDW202211).
Author information
Authors and Affiliations
Corresponding author
Ethics declarations
Conflict of interest
No potential conflict of interest was reported by the authors.
Additional information
Publisher's Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Rights and permissions
Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.
About this article
Cite this article
Yang, P., Liu, Y. Diversification of Higher Education as Policy Diffusion: The Rise of the Non-university Sector in China. High Educ Policy 37, 167–190 (2024). https://doi.org/10.1057/s41307-022-00299-5
Published:
Issue Date:
DOI: https://doi.org/10.1057/s41307-022-00299-5