Identifying the Policy Direction of National R&D Programs Based on Data Envelopment Analysis and Diversity Index Approach

被引:0
|
作者
Choi, Myoungjae [1 ]
Kwon, Ohjin [2 ]
Won, Dongkyu [3 ]
Jang, Wooseok [3 ]
机构
[1] Univ Sci & Technol UST, Korea Inst Sci & Technol Informat, Data & High Performance Comp Sci, Daejeon 34141, South Korea
[2] Korea Inst Sci & Technol Informat, Dept Open Data Convergence Res, Busan 48059, South Korea
[3] Korea Inst Sci & Technol Informat, Div Data Anal, Seoul 02456, South Korea
关键词
research development program; national research efficiency; data envelopment analysis; diversity index; data analysis; SCALE; TECHNOLOGIES; EFFICIENCY; FRAMEWORK; SIZE;
D O I
10.3390/su132212547
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
The Korean government has been continuously conducting diverse national R & D programs to discover new growth engines. The Republic of Korea is one of the countries with the largest investment in national R & D, but its efficiency was relatively low. In response, this study established a framework to identify the characteristics and direction of outstanding R & D programs. In this study, the performance of the R & D programs was identified in the sub-program unit. The efficiency of the national R & D program was analyzed using the data envelopment analysis model through the outputs of the national R & D programs such as papers and patents. However, patent and paper output would take time to be realized. Therefore, this study also calculated the diversity index of R & D programs to identify their potential expected performance. This study applied the suggested framework in the electric vehicle fields, which is one of the core growth engines of South Korea. A list of outstanding programs was identified from the National Institute of Science and Technology Information (NTIS) data. Additionally, this study also discovered the main technology areas and their current issues of outstanding and brand-new R & D programs. These results could contribute to suggesting the policy direction to conduct high-performance national R & D programs.
引用
收藏
页数:17
相关论文
共 14 条
  • [1] A multicriteria sorting approach based on data envelopment analysis for R&D project selection problem
    Karasakal, Esra
    Aker, Pinar
    OMEGA-INTERNATIONAL JOURNAL OF MANAGEMENT SCIENCE, 2017, 73 : 79 - 92
  • [2] A data envelopment analysis and local partial least squares approach for identifying the optimal innovation policy direction
    Tziogkidis, Panagiotis
    Philippas, Dionisis
    Leontitsis, Alexandros
    Sickles, Robin C.
    EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2020, 285 (03) : 1011 - 1024
  • [3] Integrating quantitative and qualitative methodologies to build a national R&D plan using data envelopment analysis based on R&D stakeholders' perspectives
    Park, Wan
    Kim, Sang-Gook
    PLOS ONE, 2022, 17 (03):
  • [4] Comparative evaluation of performance of national R&D programs with heterogeneous objectives: A DEA approach
    Lee, Hakyeon
    Park, Yongtae
    Choi, Hoogon
    EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2009, 196 (03) : 847 - 855
  • [5] Analysing R&D efficiency of Turkish regions using data envelopment analysis
    Belgin, Onder
    TECHNOLOGY ANALYSIS & STRATEGIC MANAGEMENT, 2019, 31 (11) : 1341 - 1352
  • [6] Inter-country R&D efficiency analysis: An application of data envelopment analysis
    Seema Sharma
    V. J. Thomas
    Scientometrics, 2008, 76
  • [7] Study on the R&D performance of high-tech industry in China - based on data envelopment analysis
    Ge H.
    Yang S.-Y.
    Journal of Interdisciplinary Mathematics, 2017, 20 (03) : 909 - 920
  • [8] Measuring Malmquist productivity index: A new approach based on double frontiers data envelopment analysis
    Wang, Ying-Ming
    Lan, Yi-Xin
    MATHEMATICAL AND COMPUTER MODELLING, 2011, 54 (11-12) : 2760 - 2771
  • [9] A Study on the Technological Innovation Efficiency of China's Regional R&D Service Industry Based on Data Envelopment Analysis
    Chu, Zhaopeng
    Wang, Zheng
    Li, Bing
    2009 6TH INTERNATIONAL CONFERENCE ON SERVICE SYSTEMS AND SERVICE MANAGEMENT, VOLS 1 AND 2, 2009, : 814 - 819
  • [10] A digital economy development index based on an improved hierarchical data envelopment analysis approach
    Guo, Chuanyin
    Song, Qiwei
    Yu, Ming-Miin
    Zhang, Jian
    EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2024, 316 (03) : 1146 - 1157