Mapping the entrepreneurial university literature: a text mining approach

被引:14
作者
Arroyabe, Marta F. [1 ]
Schumann, Martin [2 ]
Arranz, Carlos F. A. [1 ,3 ]
机构
[1] Univ Essex, Essex Business Sch, Elmer Approach SS1 1LW, Southend On Sea, England
[2] Maastricht Univ, Sch Business & Econ, Maastricht, Netherlands
[3] Univ Greenwich, Greenwich Business Sch, London, England
基金
中国国家自然科学基金;
关键词
Entrepreneurial university; academic entrepreneurship; text mining; topic modelling; Latent Dirichlet Allocation algorithm; NON-INVENTING PEERS; ACADEMIC ENTREPRENEURSHIP; LOCAL CONTEXT; NANO-SCIENCE; COMMERCIALIZATION; EDUCATION; IMPACT; PERFORMANCE; IDENTITY; IDENTIFICATION;
D O I
10.1080/03075079.2022.2055318
中图分类号
G40 [教育学];
学科分类号
040101 ; 120403 ;
摘要
Since the introduction of the concept of entrepreneurial university in 1980s, the number of studies has dramatically increased, in particular since 2015. This had made the literature on the entrepreneurial university complex, fragmented and difficult to navigate. This paper provides a comprehensive review of all topics covered in the body of literature on the entrepreneurial university and identifies the most salient topics and papers within this literature, making use of text-mining techniques. Our paper employs topic modelling that reveals the underlying semantic structure of texts to identify the different underlying. Our study systematically analyses 1,110 papers over the period 1983-2020 using the Latent Dirichlet Allocation algorithm. Our analysis shows that the entrepreneurial university is fragmented around different topics that are very diverse. We find a total of 20 differentiated topics. Our study suggests that topics related to the overarching theme of academic entrepreneurship, in particular to commercialisation of research and the triple helix model are very popular within the entrepreneurial university literature. Finally, our analysis reveals that case-study type of research is losing momentum, giving path to nascent topics of research in the areas of entrepreneurial capability and university-industry alliances, which are becoming very popular within the entrepreneurial university literature.
引用
收藏
页码:955 / 963
页数:9
相关论文
共 72 条
  • [1] Allen D.N., 1990, ENTREP THEORY PRACT, V15, P61, DOI DOI 10.1177/104225879101500207
  • [2] [Anonymous], 2017, STUD HIGH EDUC, DOI DOI 10.1080/03075079.2015.1130030
  • [3] Entrepreneurial intention and obstacles of undergraduate students: the case of the universities of Andalusia
    Arranz, N.
    Arroyabe, M. F.
    de Arroyabe, J. C. Fdez.
    [J]. STUDIES IN HIGHER EDUCATION, 2019, 44 (11) : 2011 - 2024
  • [4] Dynamic capabilities and venture performance: The effects of venture capitalists
    Arthurs, JD
    Busenitz, LW
    [J]. JOURNAL OF BUSINESS VENTURING, 2006, 21 (02) : 195 - 215
  • [5] Audretsch D.B., 2005, Entrepreneurship and Economic Growth, DOI DOI 10.1093/ACPROF:OSO/9780195183511.001.0001
  • [6] Three-ring entrepreneurial university: in search of a new business model
    Audretsch, David B.
    Belitski, Maksim
    [J]. STUDIES IN HIGHER EDUCATION, 2021, 46 (05) : 977 - 987
  • [7] From the entrepreneurial university to the university for the entrepreneurial society
    Audretsch, David B.
    [J]. JOURNAL OF TECHNOLOGY TRANSFER, 2014, 39 (03) : 313 - 321
  • [8] The Relationship Between Entrepreneurship Education and Entrepreneurial Intentions: A Meta-Analytic Review
    Bae, Tae Jun
    Qian, Shanshan
    Miao, Chao
    Fiet, James O.
    [J]. ENTREPRENEURSHIP THEORY AND PRACTICE, 2014, 38 (02) : 217 - 254
  • [9] A CORRELATED TOPIC MODEL OF SCIENCE
    Blei, David M.
    Lafferty, John D.
    [J]. ANNALS OF APPLIED STATISTICS, 2007, 1 (01) : 17 - 35
  • [10] Alliance Concentration in Multinational Companies: Examining Alliance Portfolios, Firm Structure, and Firm Performance
    Bos, Brenda
    Faems, Dries
    Noseleit, Florian
    [J]. STRATEGIC MANAGEMENT JOURNAL, 2017, 38 (11) : 2298 - 2309