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Unintended consequences of additional support on the publications of universities: Evidence from China

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  • Yang, Zhenbing
  • Chen, Zhuo
  • Shao, Shuai
  • Yang, Lili

Abstract

In this paper, we employ the propensity score matching (PSM) strategy and difference-in-differences (DID) strategy to investigate the changes in the research strength of non-211-Project universities after being co-managed by local governments and the Ministry of Education. The results show that the number of publications of non-211-Project universities has experienced a significant decline since the universities began to be co-managed by local governments and the Ministry of Education. This finding has been proven to be robust. Non-211-Project universities have undoubtedly been supported with more research resources after being co-managed by local governments and the Ministry of Education. However, the R&D total factor productivity (TFP) of research resources has experienced a significant decline. The latter negative impact on publications is greater than the former positive impact. This has led to a situation whereby these universities have experienced a decline in the number of publications after being co-managed. This study reveals the unintended consequences of additional support on the publications of non-211-Project universities. Therefore, improving the R&D TFP will be conducive to increasing the number of publications of non-211-Project universities.

Suggested Citation

  • Yang, Zhenbing & Chen, Zhuo & Shao, Shuai & Yang, Lili, 2022. "Unintended consequences of additional support on the publications of universities: Evidence from China," Technological Forecasting and Social Change, Elsevier, vol. 175(C).
  • Handle: RePEc:eee:tefoso:v:175:y:2022:i:c:s0040162521007812
    DOI: 10.1016/j.techfore.2021.121350
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    References listed on IDEAS

    as
    1. repec:clg:wpaper:2009-04 is not listed on IDEAS
    2. Ejermo, Olof & Toivanen, Hannes, 2018. "University invention and the abolishment of the professor's privilege in Finland," Research Policy, Elsevier, vol. 47(4), pages 814-825.
    3. Thorsten Beck & Ross Levine & Alexey Levkov, 2010. "Big Bad Banks? The Winners and Losers from Bank Deregulation in the United States," Journal of Finance, American Finance Association, vol. 65(5), pages 1637-1667, October.
    4. Matveeva, Nataliya & Sterligov, Ivan & Yudkevich, Maria, 2021. "The effect of Russian University Excellence Initiative on publications and collaboration patterns," Journal of Informetrics, Elsevier, vol. 15(1).
    5. Mutz, Rüdiger & Bornmann, Lutz & Daniel, Hans-Dieter, 2017. "Are there any frontiers of research performance? Efficiency measurement of funded research projects with the Bayesian stochastic frontier analysis for count data," Journal of Informetrics, Elsevier, vol. 11(3), pages 613-628.
    6. Keisuke Hirano & Guido W. Imbens & Geert Ridder, 2003. "Efficient Estimation of Average Treatment Effects Using the Estimated Propensity Score," Econometrica, Econometric Society, vol. 71(4), pages 1161-1189, July.
    7. Wang, Hung-Jen & Ho, Chia-Wen, 2010. "Estimating fixed-effect panel stochastic frontier models by model transformation," Journal of Econometrics, Elsevier, vol. 157(2), pages 286-296, August.
    8. Joshua Graff Zivin & Matthew Neidell, 2012. "The Impact of Pollution on Worker Productivity," American Economic Review, American Economic Association, vol. 102(7), pages 3652-3673, December.
    9. Yin, Zhifeng & Liang, Zheng & Zhi, Qiang, 2018. "Does the concentration of scientific research funding in institutions promote knowledge output?," Journal of Informetrics, Elsevier, vol. 12(4), pages 1146-1159.
    10. Hu, Juan & Liu, Hao & Chen, Yingxia & Qin, Jiali, 2018. "Strategic planning and the stratification of Chinese higher education institutions," International Journal of Educational Development, Elsevier, vol. 63(C), pages 36-43.
    11. Ronald G. Ehrenberg, 2012. "American Higher Education in Transition," Journal of Economic Perspectives, American Economic Association, vol. 26(1), pages 193-216, Winter.
    12. Goldfarb, Brent, 2008. "The effect of government contracting on academic research: Does the source of funding affect scientific output," Research Policy, Elsevier, vol. 37(1), pages 41-58, February.
    13. Griliches, Zvi, 1980. "R & D and the Productivity Slowdown," American Economic Review, American Economic Association, vol. 70(2), pages 343-348, May.
    14. A. Smith, Jeffrey & E. Todd, Petra, 2005. "Does matching overcome LaLonde's critique of nonexperimental estimators?," Journal of Econometrics, Elsevier, vol. 125(1-2), pages 305-353.
    15. Petra Moser & Alessandra Voena, 2012. "Compulsory Licensing: Evidence from the Trading with the Enemy Act," American Economic Review, American Economic Association, vol. 102(1), pages 396-427, February.
    16. Yaisawarng, Suthathip & Ng, Ying Chu, 2014. "The impact of higher education reform on research performance of Chinese universities," China Economic Review, Elsevier, vol. 31(C), pages 94-105.
    17. Haiou Mao & Guanchun Liu & Chengsi Zhang & Rao Muhammad Atif, 2019. "Does Belt and Road Initiative Hurt Node Countries? A Study from Export Perspective," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 55(7), pages 1472-1485, May.
    18. Evenson, Robert E & Kislev, Yoav, 1976. "A Stochastic Model of Applied Research," Journal of Political Economy, University of Chicago Press, vol. 84(2), pages 265-281, April.
    19. Chen, Zhuo & Yang, Zhenbing & Yang, Lili, 2020. "How to optimize the allocation of research resources? An empirical study based on output and substitution elasticities of universities in Chinese provincial level," Socio-Economic Planning Sciences, Elsevier, vol. 69(C).
    20. Marianne Bertrand & Esther Duflo & Sendhil Mullainathan, 2004. "How Much Should We Trust Differences-In-Differences Estimates?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 119(1), pages 249-275.
    21. Greene, William, 2005. "Reconsidering heterogeneity in panel data estimators of the stochastic frontier model," Journal of Econometrics, Elsevier, vol. 126(2), pages 269-303, June.
    22. Tannista Banerjee & Ralph Siebert, 2017. "The Impact of R&D Cooperations and Mergers in Pharmaceuticals on Research Activities and Drugs Offered on the Market," Southern Economic Journal, John Wiley & Sons, vol. 84(1), pages 202-228, July.
    23. Bozeman, Barry & Gaughan, Monica, 2007. "Impacts of grants and contracts on academic researchers' interactions with industry," Research Policy, Elsevier, vol. 36(5), pages 694-707, June.
    24. James J. Heckman & Hidehiko Ichimura & Petra E. Todd, 1997. "Matching As An Econometric Evaluation Estimator: Evidence from Evaluating a Job Training Programme," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 64(4), pages 605-654.
    25. Kapetaniou, Chrystalla & Lee, Soo Hee, 2017. "A framework for assessing the performance of universities: The case of Cyprus," Technological Forecasting and Social Change, Elsevier, vol. 123(C), pages 169-180.
    26. Beaudry, Catherine & Allaoui, Sedki, 2012. "Impact of public and private research funding on scientific production: The case of nanotechnology," Research Policy, Elsevier, vol. 41(9), pages 1589-1606.
    27. Levin, Sharon G & Stephan, Paula E, 1991. "Research Productivity over the Life Cycle: Evidence for Academic Scientists," American Economic Review, American Economic Association, vol. 81(1), pages 114-132, March.
    28. Shuai Shao, Zhenbing Yang, Lili Yang, and Shuang Ma, 2019. "Can China's Energy Intensity Constraint Policy Promote Total Factor Energy Efficiency? Evidence from the Industrial Sector," The Energy Journal, International Association for Energy Economics, vol. 0(Number 4).
    29. Yuret, Tolga, 2017. "Do researchers pay attention to publication subsidies?," Journal of Informetrics, Elsevier, vol. 11(2), pages 423-434.
    30. Liu, Jindian & Cheng, Mingwang & Wei, Xinyu & Yu, Ning Neil, 2020. "The Internet-driven sexual revolution in China," Technological Forecasting and Social Change, Elsevier, vol. 153(C).
    31. Ryazanova, Olga & McNamara, Peter & Aguinis, Herman, 2017. "Research performance as a quality signal in international labor markets: Visibility of business schools worldwide through a global research performance system," Journal of World Business, Elsevier, vol. 52(6), pages 831-841.
    32. Yu Bai & Linxiu Zhang & Chengfang Liu & Yaojiang Shi & Di Mo & Scott Rozelle, 2018. "Effect of Parental Migration on the Academic Performance of Left Behind Children in North Western China," Journal of Development Studies, Taylor & Francis Journals, vol. 54(7), pages 1154-1170, July.
    33. Tang, Pengcheng & Yang, Shuwang & Shen, Jun & Fu, Shuke, 2018. "Does China's low-carbon pilot programme really take off? Evidence from land transfer of energy-intensive industry," Energy Policy, Elsevier, vol. 114(C), pages 482-491.
    34. Jung, Hyun Ju & Lee, Jeongsik “Jay”, 2014. "The impacts of science and technology policy interventions on university research: Evidence from the U.S. National Nanotechnology Initiative," Research Policy, Elsevier, vol. 43(1), pages 74-91.
    35. repec:oup:ecpoli:v:21:y:2006:i:47:p:535-592 is not listed on IDEAS
    36. Hans Gersbach & Maik Schneider & Olivier Schneller, 2013. "Basic research, openness, and convergence," Journal of Economic Growth, Springer, vol. 18(1), pages 33-68, March.
    37. Richard R. Nelson, 1959. "The Simple Economics of Basic Scientific Research," Journal of Political Economy, University of Chicago Press, vol. 67, pages 297-297.
    38. A. Abigail Payne & Joanne Roberts, 2010. "Government Oversight of Public Universities: Are Centralized Performance Schemes Related to Increased Quantity or Quality?," The Review of Economics and Statistics, MIT Press, vol. 92(1), pages 207-212, February.
    39. Lawrence R. Jauch & William F. Glueck, 1975. "Evaluation of University Professors' Research Performance," Management Science, INFORMS, vol. 22(1), pages 66-75, September.
    40. Wang, Derek D., 2019. "Performance-based resource allocation for higher education institutions in China," Socio-Economic Planning Sciences, Elsevier, vol. 65(C), pages 66-75.
    41. Yang, Zhenbing & Shao, Shuai & Yang, Lili, 2021. "Unintended consequences of carbon regulation on the performance of SOEs in China: The role of technical efficiency," Energy Economics, Elsevier, vol. 94(C).
    42. James J. Heckman & Hidehiko Ichimura & Petra Todd, 1998. "Matching As An Econometric Evaluation Estimator," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 65(2), pages 261-294.
    43. Bas Jacobs & Frederick van der Ploeg, 2006. "Guide to reform of higher education: a European perspective [‘The efficiency of Australian universities: a data envelopment analysis’]," Economic Policy, CEPR, CESifo, Sciences Po;CES;MSH, vol. 21(47), pages 536-592.
    44. Zhang, Han & Patton, Donald & Kenney, Martin, 2013. "Building global-class universities: Assessing the impact of the 985 Project," Research Policy, Elsevier, vol. 42(3), pages 765-775.
    45. Alberto Abadie & Guido W. Imbens, 2006. "Large Sample Properties of Matching Estimators for Average Treatment Effects," Econometrica, Econometric Society, vol. 74(1), pages 235-267, January.
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