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2019 | 12 | nr 1 | 100--114
Tytuł artykułu

Measuring and Ranking R&D Performance at the Country Level

Warianty tytułu
Języki publikacji
EN
Abstrakty
EN
In the context of generally growing interest in R&D (Research and Development) efficiency, the main objective of this work is evaluation and ranking of the R&D performance on a set of selected countries with the highest worldwide level of engagement in R&D activities. To that aim, R&D efficiency of the sample countries is assessed with Data Envelopment Analysis, then the overall performance score is obtained with the cross-efficiency method and the considered countries are listed in the order according to their R&D performance. The findings of this study point at Switzerland, the United Kingdom and the Netherlands as the three leading countries as far as R&D performance is concerned, while the countries that make important investment efforts in terms of their GDP, such as Japan or Israel, do not seem to obtain the desired results and need to implement targeted policy actions to encourage R&D outputs. (original abstract)
Rocznik
Tom
12
Numer
Strony
100--114
Opis fizyczny
Twórcy
  • Universidad de La Laguna (ULL) Tenerife, Spain
Bibliografia
  • Abramo,G., Cicero, T., & D'Angelo, C:A. (2011). A field-standardized application of DEA to national-scale research assessment of universities. Journal of Informetrics, 5(4), 618628. doi: 10.1016/j.joi.2011.06.001
  • Adler, N., Friedman, L., & Sinuany-Stern, Z. (2002). Review of ranking methods in the data envelopment analysis context. European Journal of Operational Research, 140(2), 249265. doi: 10.1016/S0377-2217(02)00068-1
  • Akcali, B.Y., & Sismanoglu, E. (2015). Innovation and the effect of Research and Development (R&D) expenditure in growth in some developing and developed countries. Procedia - Social and Behavioral Sciences, 195(3), 768-775. doi: 10.1016/j.sbspro.2015.06.474
  • Aristovnik, A. (2012). The relative efficiency of education and R&D expenditures in the new EU member states. Journal of Business Economics and Management, 13(5), 832-848. doi:10.3846/16111699.2011.620167
  • Banker, R. D., Charnes, A., & Cooper, W. W. (1984). Some models for estimating technical and scale inefficiencies in data envelopment analysis. Management Science, 30(9), 1078-1092.
  • Barro, R.J., & Sala-i-Martín, X. (1995). Economic growth. McGraw-Hill, New York.
  • Bonaccorsi, A. and Daraio, C. (2004). Econometric approaches to the analysis of productivity of R&D systems. In Moed, H.F., Glänzel, W. & Schmoch, U. (Eds), Handbook of quantitative Science and Technology Research. (pp. 51-74). Kluwer Academic Publishers, New York.
  • Charnes, A., Cooper, W. W., & Rhodes, E. (1978). Measuring the efficiency of decision making units. European Journal of Operational Research, 2(6), 429-444. doi: 10.1016/0377-2217(78)90138-8
  • Cooper, W.W., Ruiz, J.L., & Sirvent, I. (2011). Choices and uses of DEA weights. In Cooper, W.W, Seiford, L.M. & Zhu, J. (Eds), Handbook of Data Envelopment Analysis, International Series in Operations Research and Management Science, 164, (pp. 93126). Springer, New York.
  • Cullman, A.,& Zloczysti, P. (2014). R&D efficiency and heterogeneity-a latent class application for the OECD. Applied Economics, 46(30), 3750-3762. doi: 10.1080/00036846.2014.939410
  • Daraio, C., & Simar, L. (2007). Advanced Robust and Nonparametric Methods in Efficiency Analysis. New York, NY: Springer.
  • Doyle, J.,& Green, R (1994). Efficiency and Cross-Efficiency in DEA: Derivations, meaning and uses. Journal of the Operational Research Society, 45(5), 567-578.
  • European Commission (2010). Europe 2020. A strategy for smart, sustainable and inclusive growth. Retreived June 19, 2018, from http://eurlex.europa.eu/LexUriServ/LexUriServ.do?uri= COM:2010:2020:FIN:EN:PDF.
  • Fu, X.,& Yang, Q.G. (2009). Exploring the cross-country gap in patenting: A Stochastic Frontier Approach. Research Policy, 38(7), 1203-1213. doi: 10.1016/j.respol.2009.05.005
  • Goto, A., & Suzuki, K. (1989). R&D Capital, Rate of Return on R&D Investment and Spillover of R&D in Japanese Manufacturing Industries. The Review of Economic and Statistics, 71(4), 555-564.
  • Grossman, G.M., & and Helpman, E. (1994). Endogenous innovation in the theory of growth. Journal of Economic Perspectives, 8(1), 23-44.
  • Guloglu, B., & Tekin, R.B. (2012). A Panel Causality Analysis of the Relationship among Research and Development, Innovation, and Economic Growth in High-Income OECD Countries. Eurasian Economic Review, 2(1), 32-47. doi: 10.14208/BF03353831
  • Han, C., Thomas, S.R., Yang, M., Ieromonachou, P.,& Zhang, H. (2017). Evaluating R&D investment efficiency in China's high-tech industry. Journal of High Technology Management Research, 28(1), 93-109. doi: 10.1016/j.hitech.2017.04.007
  • Horvath, R. (2011). Research & development and growth: a bayesian model averaging analysis. Economic Modelling, 28(6), 2669-2673. doi: 10.1016/j.econmod.2011.08.007
  • Inekwe, J.N. (2015). The contribution of R&D expenditure to economic growth in developing economies. Social Indicators Research, 124(3), 727-745. doi: 10.1007/s11205-0140807-3
  • Kaur, M., & Singh, L. (2016). R&D expenditure and economic growth: An empirical analysis. International Journal of Technology Management & Sustainable Development, 15(3), 195-213. doi: 10.1386/tmsd.15.3.195_1
  • Kocher, M. G., Luptacik, M., & Sutter, M. (2006). Measuring productivity of research in economics: A cross-country study using DEA. Socio-Economic Planning Sciences, 40(4), 314-332. doi: 10.1016/j.seps.2005.04.001
  • Lee, S., & Lee, H. (2015). Measuring and comparing the R&D performance of government research institutes: A bottom-up data envelopment analysis approach. Journal of Informetrics, 9(4), 942-953. doi: 10.1016/j.joi.2015.10.001
  • Lee, H., & Park, Y. (2005). An international comparison of R&D efficiency: DEA approach. Asian Journal of Technology Innovation, 13(2), 207-222. doi: 10.1080/19761597.2005.9668614
  • Lee, H., Park, Y., & Choi, H. (2009). Comparative evaluation of performance of national R&D programs with heterogeneous objectives: A DEA approach. European Journal of Operational Research, 196(3), 847-855. doi: 10.1016/j.ejor.2008.06.016
  • Lee, H.,& Shin, J. (2014). Measuring journal performance for multidisciplinary research: An efficiency perspective. Journal of Informetrics, 8(1), 77-88. doi: 10.1016/j.joi.2013.10.004
  • Lim, S. (2012). Minimax and maximin formulations of cross-efficiency in DEA. Computers & Industrial Engineering, 62(3), 726-731. doi:10.1016/j.cie.2011.11.010
  • Lim, S., & Zhu, J. (2015). DEA Cross Efficiency under variable returns to scale. In Zhu, J. (Ed), Data Envelopment Analysis. A handbook of models and methods, International Series in Operations Research and Management Science, 221, (pp.45- 66). Springer, New York.
  • Liu, J.S.,& Lu, W.M. (2010). DEA and ranking with the network-based approach: a case of R&D performance. Omega, 38(6), 453-464. doi:10.1016/j.omega.2009.12.002
  • Liu, J.S., Lu, L.Y.Y., Lu, W.M., & Lin, B.J.Y. (2013). A survey of DEA applications. Omega, 41(5), 893-902. doi: 10.1016/j.omega.2012.11.004
  • Lo Storto, C., & Goncharuk, A.G. (2017). Efficiency vs Effectiveness: a Benchmarking Study on European Healthcare Systems. Economics and Sociology, 10(3), 102-115. doi:10.14254/2071-789X.2017/10-3/8
  • Martić, M., &Savić, G. (2001). An application of DEA for comparative analysis and ranking of regions in Serbia with regards to social-economic development. European Journal of the Operational Research, 132(2), 343-356. doi: 10.1016/S0377-2217(00)00156-9
  • Matei, M. M., & Aldea, A. (2012). Ranking National Innovation Systems according to their technical efficiency. Procedia-Social and Behavioral Sciences, 62, 968-974. doi: 10.1016/j.sbspro.2012.09.165
  • Meng, W., Zhang, D., Qi, L., & Liu, W. (2008). Two-level DEA approaches in research evaluation. Omega, 36(6), 950-957. doi: 10.1016/j.omega.2007.12.005
  • Pessoa, A. (2010). R&D and economic growth: how strong is the link? Economics letters, 107(2), 152-154. doi:10.1016/j.econlet.2010.01.010
  • Roman, M. (2010). Regional efficiency of knowledge economy in the new EU countries: The Romanian and Bulgarian case. MPRA Paper No. 23083. Retrieved June, 7, 2018, from https://mpra.ub.uni-muenchen.de/23083/
  • Rousseau, S., & Rousseau, R. (1998). The scientific wealth of European nations: Taking effectiveness into account. Scientometrics, 42(1), 75-87.
  • Ruiz J.L., & Sirvent, I. (2016). Ranking Decision Making Units: The Cross-Efficiency Evaluation. In Hwang, S.N., Lee, H.S. and Zhu, J. (Eds), Handbook of Operations Analytics Using Data Envelopment Analysis, International Series in Operations Research & Management Science, 239 (pp. 1-29). Springer, New York.
  • Sexton, T.R., Silkman, R.H., & Hogan, A.J. (1986). Data Envelopment Analysis: Critique and Extensions. New Directions for Program Evaluation, Volume 1986, issue 32, 73-105. doi:10.1002/ev.144
  • Sharma, S., & Thomas, V.J. (2008). Inter-country R&D efficiency analysis: an application of data envelopment analysis. Scientometrics, 76(3) 483-501. doi: 10.1007/s11192-0071896-4
  • Sokolov-Mladenović, S., Cvetanović, S., & Mladenović, I. (2016). R&D expenditure and economic growth: EU 28 evidence for the period 2002-2012. Economic ResearchEkonomska Istrazivanja, 29(1), 1005-1020. doi: 10.1080/1331677X.2016.1211948
  • Wang, E.C. (2007). R&D efficiency and economic performance: A cross-country analysis using the stochastic frontier approach. Journal of Policy Modeling, 29(2), 345-360. doi: 10.1016/j.jpolmod.2006.12.005
  • Wang, E.C., & Huang, W. (2007). Relative efficiency of R&D activities: A cross-country study accounting for environmental factors in the DEA approach. Research Policy, 36(2), 260-273. doi: 10.1016/j.respol.2006.11.004
  • Zabala-Iturriagagoitia J.M., Voigt, P., Gutiérrez-Gracia, A., & Jiménez-Sáez, F. (2007). Regional Innovation Systems: How to Assess Performance, Regional Studies, 41(5), 661-672. doi: 10.1080/00343400601120270
Typ dokumentu
Bibliografia
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Identyfikator YADDA
bwmeta1.element.ekon-element-000171550041

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