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Institutional drivers of research productivity: a canonical multivariate analysis of Romanian public universities

Author

Listed:
  • Claudiu Vasile Kifor

    (Lucian Blaga University of Sibiu)

  • Ana Maria Benedek

    (Lucian Blaga University of Sibiu)

  • Ioan Sîrbu

    (Lucian Blaga University of Sibiu)

  • Roxana Florența Săvescu

    (Lucian Blaga University of Sibiu)

Abstract

Our study contributes to a deeper understanding of the phenomenon of research engagement and productivity of academics, particularly those from developing country contexts that are currently not well-represented in the literature. Thirty-seven Romanian public universities grouped into three categories: research-intensive, teaching and research, and teaching, were analyzed using canonical multivariate methods based on their institutional and bibliometric data for a period spanning between 2012 and 2020. We found that the most important predictor for research productivity is the university category, associated with prestige. The institutional public budget has no significant impact on faculty research productivity; the amount and the impact of research are related to who is financed and not how much money from institutional financing is received. The teaching workload has a negative influence on research results, while the PhD students, analyzed separately, proved to be a significant predictor of all the scientific output indicators when considered as an absolute number. During the study period, there was a significant shift in the publication output from quantity (number of articles) towards quality—articles in highly cited journals, and this trend accelerated in the last two years. The process of universities' classification using research output is verified and tested, proving that it is an ongoing, highly variable process with continuously shifting demands. Although our research findings are specific to the Romanian context, many of them may contribute to a better understanding of the institutional drivers of research productivity and can be replicated in other contexts.

Suggested Citation

  • Claudiu Vasile Kifor & Ana Maria Benedek & Ioan Sîrbu & Roxana Florența Săvescu, 2023. "Institutional drivers of research productivity: a canonical multivariate analysis of Romanian public universities," Scientometrics, Springer;Akadémiai Kiadó, vol. 128(4), pages 2233-2258, April.
    • Handle: RePEc:spr:scient:v:128:y:2023:i:4:d:10.1007_s11192-023-04655-z
    DOI: 10.1007/s11192-023-04655-z
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    as
    1. Bornmann, Lutz & Williams, Richard, 2017. "Can the journal impact factor be used as a criterion for the selection of junior researchers? A large-scale empirical study based on ResearcherID data," Journal of Informetrics, Elsevier, vol. 11(3), pages 788-799.
    2. repec:bla:ecorec:v:75:y:1999:i:230:p:256-67 is not listed on IDEAS
    3. Giovanni Abramo & Ciriaco Andrea D’Angelo, 2014. "How do you define and measure research productivity?," Scientometrics, Springer;Akadémiai Kiadó, vol. 101(2), pages 1129-1144, November.
    4. Potter, Ross W.K. & Szomszor, Martin & Adams, Jonathan, 2020. "Interpreting CNCIs on a country-scale: The effect of domestic and international collaboration type," Journal of Informetrics, Elsevier, vol. 14(4).
    5. Jamil Salmi, 2009. "The Challenge of Establishing World-Class Universities," World Bank Publications - Books, The World Bank Group, number 2600.
    6. Kevin J. Fox & Ross Milbourne, 1999. "What Determines Research Output of Academic Economists?," The Economic Record, The Economic Society of Australia, vol. 75(3), pages 256-267, September.
    7. Abramo, Giovanni & Cicero, Tindaro & D’Angelo, Ciriaco Andrea, 2013. "The impact of unproductive and top researchers on overall university research performance," Journal of Informetrics, Elsevier, vol. 7(1), pages 166-175.
    8. Gabriel-Alexandru Vîiu & Mihai Păunescu & Adrian Miroiu, 2016. "Research-driven classification and ranking in higher education: an empirical appraisal of a Romanian policy experience," Scientometrics, Springer;Akadémiai Kiadó, vol. 107(2), pages 785-805, May.
    9. Negash, Minga & Lemma, Tesfaye T. & Samkin, Grant, 2019. "Factors impacting accounting research output in developing countries: An exploratory study," The British Accounting Review, Elsevier, vol. 51(2), pages 170-192.
    10. Harley, Diane & Acord, Sophia Krzys & Earl-Novell, Sarah & Lawrence, Shannon & King, C. Judson, 2010. "Assessing the Future Landscape of Scholarly Communication: An Exploration of Faculty Values and Needs in Seven Disciplines - Executive Summary," University of California at Berkeley, Center for Studies in Higher Education qt0kr8s78v, Center for Studies in Higher Education, UC Berkeley.
    11. Beerkens, Maarja, 2013. "Facts and fads in academic research management: The effect of management practices on research productivity in Australia," Research Policy, Elsevier, vol. 42(9), pages 1679-1693.
    12. Brito, Ricardo & Rodríguez-Navarro, Alonso, 2019. "Evaluating research and researchers by the journal impact factor: Is it better than coin flipping?," Journal of Informetrics, Elsevier, vol. 13(1), pages 314-324.
    13. Claudiu Vasile Kifor & Daniel Teodorescu & Tudorel Andrei & Roxana Săvescu, 2021. "Research Production and International Visibility in Higher Education: The Evolution of Romanian Universities from 2011 to 2019," Sustainability, MDPI, vol. 13(23), pages 1-18, December.
    14. Waltman, Ludo, 2016. "A review of the literature on citation impact indicators," Journal of Informetrics, Elsevier, vol. 10(2), pages 365-391.
    15. Thelwall, Mike & Fairclough, Ruth, 2017. "The research production of nations and departments: A statistical model for the share of publications," Journal of Informetrics, Elsevier, vol. 11(4), pages 1142-1157.
    16. Bates, Douglas & Mächler, Martin & Bolker, Ben & Walker, Steve, 2015. "Fitting Linear Mixed-Effects Models Using lme4," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 67(i01).
    17. Harris, G T, 1990. "Research Output in Australian University Economics Departments: An Update for 1984-88," Australian Economic Papers, Wiley Blackwell, vol. 29(55), pages 249-259, December.
    18. Lutz Bornmann & Werner Marx, 2014. "How to evaluate individual researchers working in the natural and life sciences meaningfully? A proposal of methods based on percentiles of citations," Scientometrics, Springer;Akadémiai Kiadó, vol. 98(1), pages 487-509, January.
    19. Sandström, Ulf & Van den Besselaar, Peter, 2018. "Funding, evaluation, and the performance of national research systems," Journal of Informetrics, Elsevier, vol. 12(1), pages 365-384.
    20. Bonaccorsi, Andrea & Belingheri, Paola & Secondi, Luca, 2021. "The research productivity of universities. A multilevel and multidisciplinary analysis on European institutions," Journal of Informetrics, Elsevier, vol. 15(2).
    21. Benito, M. & Gil, P. & Romera, R., 2020. "Evaluating the influence of country characteristics on the Higher Education System Rankings’ progress," Journal of Informetrics, Elsevier, vol. 14(3).
    22. Liang Zhang & Wei Bao & Liang Sun, 2016. "Resources and Research Production in Higher Education: A Longitudinal Analysis of Chinese Universities, 2000–2010," Research in Higher Education, Springer;Association for Institutional Research, vol. 57(7), pages 869-891, November.
    23. Hugo Horta & Francisco M. Veloso & Rócio Grediaga, 2010. "Navel Gazing: Academic Inbreeding and Scientific Productivity," Management Science, INFORMS, vol. 56(3), pages 414-429, March.
    24. 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.
    25. Harley, Diane & Acord, Sophia Krzys & Earl-Novell, Sarah & Lawrence, Shannon & King, C. Judson, 2010. "Assessing the Future Landscape of Scholarly Communication: An Exploration of Faculty Values and Needs in Seven Disciplines," University of California at Berkeley, Center for Studies in Higher Education qt15x7385g, Center for Studies in Higher Education, UC Berkeley.
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