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The Efficiency of R&D Expenditures in ASEAN Countries

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  • Pawel Dobrzanski

    (Department of Mathematical Economics, Wroclaw University of Economics and Business, 53-345 Wroclaw, Poland)

  • Sebastian Bobowski

    (Department of International Economic Relations, Wroclaw University of Economics and Business, 53-345 Wroclaw, Poland)

Abstract

The aim of this study is to determine whether funds spent on research and development are used efficiently in Association of Southeast Asian Nations (ASEAN) countries. Fifteen countries in the 2000-2016 period have been examined. Measuring the efficiency of research and development spending was performed using the non-parametric Data Envelopment Analysis (DEA) methodology, which allows for the assessment of input–output efficiency. The research includes the following input and output variables: annual public and private spending on innovation, high-technology exports as a percentage of manufactured exports, patent applications to the World Intellectual Property Organisation (WIPO) by priority year for million inhabitants, trademark applications (TA) for million inhabitants and information and communications technology (ICT) exports as a percentage of manufactured exports. Hong Kong and the Philippines are perhaps the most efficient with respect to research and development (R&D) when analysed using the constant return to scale (CRS) approach. However, according to the variable return to scale (VRS) approach, the most efficient ASEAN countries are Hong Kong, Indonesia, Singapore and the Philippines. The study also confirms that increased spending on innovation is resulting in non-proportional effects.

Suggested Citation

  • Pawel Dobrzanski & Sebastian Bobowski, 2020. "The Efficiency of R&D Expenditures in ASEAN Countries," Sustainability, MDPI, vol. 12(7), pages 1-26, March.
  • Handle: RePEc:gam:jsusta:v:12:y:2020:i:7:p:2686-:d:338539
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    1. Romer, Paul M, 1986. "Increasing Returns and Long-run Growth," Journal of Political Economy, University of Chicago Press, vol. 94(5), pages 1002-1037, October.
    2. Guan, Jiancheng & Chen, Kaihua, 2012. "Modeling the relative efficiency of national innovation systems," Research Policy, Elsevier, vol. 41(1), pages 102-115.
    3. Charnes, A. & Cooper, W. W. & Rhodes, E., 1978. "Measuring the efficiency of decision making units," European Journal of Operational Research, Elsevier, vol. 2(6), pages 429-444, November.
    4. Yun Zhang & Robert Bartels, 1998. "The Effect of Sample Size on the Mean Efficiency in DEA with an Application to Electricity Distribution in Australia, Sweden and New Zealand," Journal of Productivity Analysis, Springer, vol. 9(3), pages 187-204, March.
    5. Yoshifumi Fukunaga & Ponciano Intal & Fukunari Kimura & Phoumin Han & Philippa Dee & Narjoko Dionisius & OUM Sothea, . "ASEAN Rising: ASEAN and AEC Beyond 2015," Books, Economic Research Institute for ASEAN and East Asia (ERIA), number 2013-asean-rising edited by Yoshifumi Fukunaga & Ponciano Intal, Jr. & Fukunari Kimura & Phoumin Han & Philippa Dee & Narjoko Di, July.
    6. Joe Zhu, 2014. "Data Envelopment Analysis," International Series in Operations Research & Management Science, in: Quantitative Models for Performance Evaluation and Benchmarking, edition 3, chapter 1, pages 1-9, Springer.
    7. Yoshifumi Fukunaga & Ponciano Intal & Fukunari Kimura & Phoumin Han & Philippa Dee & Narjoko Dionisius & OUM Sothea, . "ASEAN Rising: ASEAN and AEC Beyond 2015," Books, Economic Research Institute for ASEAN and East Asia (ERIA), number 2013-rpr-01 edited by Yoshifumi Fukunaga & Ponciano Intal, Jr. & Fukunari Kimura & Phoumin Han & Philippa Dee & Narjoko Di.
    8. Simar, Leopold & Wilson, Paul W., 2002. "Non-parametric tests of returns to scale," European Journal of Operational Research, Elsevier, vol. 139(1), pages 115-132, May.
    9. Cook, Wade D. & Tone, Kaoru & Zhu, Joe, 2014. "Data envelopment analysis: Prior to choosing a model," Omega, Elsevier, vol. 44(C), pages 1-4.
    10. Astrid Cullmann & Jens Schmidt-Ehmcke & Petra Zloczysti, 2009. "Innovation, R&D Efficiency and the Impact of the Regulatory Environment: A Two-Stage Semi-Parametric DEA Approach," Discussion Papers of DIW Berlin 883, DIW Berlin, German Institute for Economic Research.
    11. Fagerberg, Jan & Srholec, Martin & Verspagen, Bart, 2010. "Innovation and Economic Development," Handbook of the Economics of Innovation, in: Bronwyn H. Hall & Nathan Rosenberg (ed.), Handbook of the Economics of Innovation, edition 1, volume 2, chapter 0, pages 833-872, Elsevier.
    12. Fagerberg, Jan & Srholec, Martin, 2008. "National innovation systems, capabilities and economic development," Research Policy, Elsevier, vol. 37(9), pages 1417-1435, October.
    13. Wang, Jue, 2018. "Innovation and government intervention: A comparison of Singapore and Hong Kong," Research Policy, Elsevier, vol. 47(2), pages 399-412.
    14. Nasierowski, W. & Arcelus, F. J., 2003. "On the efficiency of national innovation systems," Socio-Economic Planning Sciences, Elsevier, vol. 37(3), pages 215-234, September.
    15. Masahito Ambashi, 2018. "Innovation Policy in ASEAN," Books, Economic Research Institute for ASEAN and East Asia (ERIA), number 2018-innovation-policy-in edited by Masahito Ambashi, July.
    16. Gene M. Grossman & Elhanan Helpman, 1993. "Innovation and Growth in the Global Economy," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262570971, December.
    17. Masaaki Hirooka, 2006. "Innovation Dynamism and Economic Growth," Books, Edward Elgar Publishing, number 3234.
    18. Pawel Dobrzanski, 2018. "Innovation expenditures efficiency in Central and Eastern European Countries," Zbornik radova Ekonomskog fakulteta u Rijeci/Proceedings of Rijeka Faculty of Economics, University of Rijeka, Faculty of Economics and Business, vol. 36(2), pages 827-859.
    19. Cai, Yuezhou, 2011. "Factors affecting the efficiency of the BRICSs' national innovation systems: A comparative study based on DEA and Panel Data Analysis," Economics Discussion Papers 2011-52, Kiel Institute for the World Economy (IfW Kiel).
    20. Jianping Liu & Kai Lu & Shixiong Cheng, 2018. "International R&D Spillovers and Innovation Efficiency," Sustainability, MDPI, vol. 10(11), pages 1-23, October.
    21. Hiroshi Morita & Joe Zhu, 2007. "Context-Dependent Data Envelopment Analysis and its Use," Springer Books, in: Joe Zhu & Wade D. Cook (ed.), Modeling Data Irregularities and Structural Complexities in Data Envelopment Analysis, chapter 0, pages 241-259, Springer.
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