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The Matthew effect and the halo effect in research funding

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  • Liao, Chien Hsiang

Abstract

The Matthew effect and the halo effect have been elaborated upon, applied, and occasionally misused. Inspired by prior studies, this study aims to revisit this important issue. Specifically, this study not only reexamines the association between both effects and scholars’ future research funding but also investigates the moderation effect of scholars’ experience on this association. The data are collected from three different sources, including data from 1085 research projects from the Ministry of Science and Technology in Taiwan. The results show that the Matthew effect and halo effect are indeed advantageous to scholars seeking an increase in research funding, and these effects increase both the amount and the duration of research funding. In addition, the proposed associations are partially moderated by the scholar’s experience in applying for research funding. The findings have several theoretical and practical implications that are relevant to funding in science.

Suggested Citation

  • Liao, Chien Hsiang, 2021. "The Matthew effect and the halo effect in research funding," Journal of Informetrics, Elsevier, vol. 15(1).
    • Handle: RePEc:eee:infome:v:15:y:2021:i:1:s1751157720306258
    DOI: 10.1016/j.joi.2020.101108
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    1. Manrai, Lalita A. & Lascu, Dana-Nicoleta & Manrai, Ajay K., 1998. "Interactive effects of country of origin and product category on product evaluations," International Business Review, Elsevier, vol. 7(6), pages 591-615, November.
    2. Muscio, Alessandro & Quaglione, Davide & Vallanti, Giovanna, 2013. "Does government funding complement or substitute private research funding to universities?," Research Policy, Elsevier, vol. 42(1), pages 63-75.
    3. Amery Wu & Bruno Zumbo, 2008. "Understanding and Using Mediators and Moderators," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 87(3), pages 367-392, July.
    4. Vincent Larivière & Yves Gingras, 2010. "The impact factor's Matthew Effect: A natural experiment in bibliometrics," Journal of the Association for Information Science & Technology, Association for Information Science & Technology, vol. 61(2), pages 424-427, February.
    5. Chien Hsiang Liao, 2017. "Exploring the social effect of outstanding scholars on future research accomplishments," Journal of the Association for Information Science & Technology, Association for Information Science & Technology, vol. 68(10), pages 2449-2459, October.
    6. Vincent Larivière & Yves Gingras, 2010. "The impact factor's Matthew Effect: A natural experiment in bibliometrics," Journal of the American Society for Information Science and Technology, Association for Information Science & Technology, vol. 61(2), pages 424-427, February.
    7. Thijs Bol & Mathijs de Vaan & Arnout van de Rijt, 2018. "The Matthew effect in science funding," Proceedings of the National Academy of Sciences, Proceedings of the National Academy of Sciences, vol. 115(19), pages 4887-4890, May.
    8. Ho Fai Chan & Laura Gleeson & Benno Torgler, 2014. "Awards before and after the Nobel Prize: A Matthew effect and/or a ticket to one’s own funeral?," Research Evaluation, Oxford University Press, vol. 23(3), pages 210-220.
    9. Miia Bask & Mikael Bask, 2015. "Cumulative (Dis)Advantage and the Matthew Effect in Life-Course Analysis," PLOS ONE, Public Library of Science, vol. 10(11), pages 1-14, November.
    10. Auranen, Otto & Nieminen, Mika, 2010. "University research funding and publication performance--An international comparison," Research Policy, Elsevier, vol. 39(6), pages 822-834, July.
    11. Wesley David Sine & Scott Shane & Dante Di Gregorio, 2003. "The Halo Effect and Technology Licensing: The Influence of Institutional Prestige on the Licensing of University Inventions," Management Science, INFORMS, vol. 49(4), pages 478-496, April.
    12. Gulbrandsen, Magnus & Smeby, Jens-Christian, 2005. "Industry funding and university professors' research performance," Research Policy, Elsevier, vol. 34(6), pages 932-950, August.
    13. Wang, Jian, 2014. "Unpacking the Matthew effect in citations," Journal of Informetrics, Elsevier, vol. 8(2), pages 329-339.
    14. Leo Egghe & Raf Guns & Ronald Rousseau, 2013. "Measuring co-authors’ contribution to an article’s visibility," Scientometrics, Springer;Akadémiai Kiadó, vol. 95(1), pages 55-67, April.
    15. Benner, Mats & Sandstrom, Ulf, 2000. "Institutionalizing the triple helix: research funding and norms in the academic system," Research Policy, Elsevier, vol. 29(2), pages 291-301, February.
    16. Feldman, Maryann P & Kelley, Maryellen R, 2003. "Leveraging Research and Development: Assessing the Impact of the U.S. Advanced Technology Program," Small Business Economics, Springer, vol. 20(2), pages 153-165, March.
    17. Gina Dokko & Steffanie L. Wilk & Nancy P. Rothbard, 2009. "Unpacking Prior Experience: How Career History Affects Job Performance," Organization Science, INFORMS, vol. 20(1), pages 51-68, February.
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