학술 논문을 활용한 스마트생산 분야 글로벌 연구공간 분석
An Analysis of Global Research Space for Smart Manufacturing Based on Academic Literature
2
조회
0
다운로드
0
인용
0
참고문헌
키워드
초록
이 연구는 스마트생산 분야에서 글로벌 연구 동향을 파악하고, 국가 및 연구 분야별 비교우위를 분석하여 향후 기술 개발과 정책 결정에 필요한 기초 데이터를 제공하는 것을 목표로 한다. 이를 위해 2000년부터 2022년까지 Web of Science에서 수집한 학술 문헌 데이터를 바탕으로 연구공간 분석을 수행하였다. 분석 결과, 중국과 미국이 스마트생산 분야의 글로벌 연구 네트워크에서 양적･질적 우위를 점하고 있으며, 특히 미국은 비교우위의 평균 수준과 경쟁력을 가진 연구 분야의 수에서 중국을 앞서고 있음을 확인했다. 또한, 스마트생산 연구는 다학제적 융합의 특성을 지니고 있음을 밝혔다. 한국은 일부 분야에서 비교우위를 가지고 있으나, 그 수가 적어 글로벌 경쟁력을 강화할 필요가 있음을 시사한다. 이 연구는 스마트생산 관련 연구 방향 설정을 위한 자료를 제시하였으며, 결과를 바탕으로 스마트생산 관련 연구 및 기술개발에 있어 글로벌 경쟁력 확보를 위한 전략 수립에 기여할 수 있다.
Abstract
The objective of this study is to identify global research trends in the field of smart production, analyze the comparative advantages of countries and research areas, and provide fundamental data for future technology development and policy decision-making. To this end, this study conducted research space analysis based on academic literature related to smart manufacturing from 2000 to 2022, collected from Web of Science. The analysis demonstrates that China and the United States are the foremost contributors to the global research network in the field of smart manufacturing, exhibiting both quantitative and qualitative advantages. In particular, the United States leads China in the average level of comparative advantage and the number of areas which have competitiveness. Moreover, it is revealed that smart manufacturing research is characterized by multidisciplinary convergence. Korea has a comparative advantage in some areas, but the number is relatively small, suggesting that it needs to be improved to strengthen its global competitiveness. This study can suggest the direction of smart manufacturing-related research and contribute to the establishment of strategies to secure global competitiveness based on academic research.
참고문헌 (32)
- Y. Oh, "Adoption strategy of new technology in manufacturing firms : Focusing on smart factory", Innovation Studies, 18(1), pp.97~117 (2023)
- Y. Oh, "Analysis of global trends on smart manufacturing technology using topic modeling", Journal of the Korea Industrial Information Systems Research, 27(4), pp.65~79 (2022)
- Research of the Smart Production by Operating the Open Innovation Lab (3rd Year), "Y. Oh", Science and Technology Policy Institute, ~ (2022)
- Smart factory technology and standardization trend, "Korean Agency for Technology and Standards", KATS, 1~15, pp.KATS Technology Report, 78 (2015)
- Smart Manufacturing Technology and Standards, "Electronics and Telecommunications Research Institute", 1~57, pp.ETRI Insight 2018-01 (2015)
- ICT Convergence Standard Framework - Smart Manufacturing and Digital Twin, "Electronics and Telecommunications Research Institute", Electronics and Telecommunications Research Institute, ~ (2021)
- B. Jeong, "A semantic patent analysis approach to identifying trends of convergence technology : Application of topic modeling and cross-impact analysis", The Journal of Intellectual Property, 11(4), pp.211~240 (2016)
- E. Cho, "Patent Analysis on 5G Technology Trends from the Perspective of Smart Factory", Journal of Society for e-Business Studies, 25(3), pp.95~108 (2020)
- E. Y. Oh, "Directions for Policy to the Fourth Industrial Revolution based on Hyper-Connected Society and Smart Technology", Journal of Industrial Convergence, 21(12), pp.45~54 (2023)
- G. Moiceanu, "Digital Twin and Smart Manufacturing in Industries: A Bibliometric Analysis with a Focus on Industry 4.0", Sensors, 22(4), pp.1388~ (2022)
- B. Balassa, "Trade Liberalization and Revealed Comparative Advantage", The Manchester School, 33(2), pp.99~123 (1965)
- O. Cadot, "Export diversification : what's behind the hump?", Review of Economics and Statistics, 93(2), pp.590~605 (2011)
- A. Parteka, "Product diversification, relative specialisation and economic development : Import–export analysis", Journal of Macroeconomics, 38, pp.121~135 (2013)
- M. Can, "Economic progress in emerging countries: the roles of diversification of import and export products and energy consumption", Environment, Development and Sustainability, 26(7), pp.18207~18229 (2024)
- R. L. Bruno, "The Ripple Effect of sanctions : exploring the impact on global value chains using a gravity model", Italian Economic Journal, 9(3), pp.1063~1087 (2023)
- B. Meng, "Visualizing global value chains : Smile curve, Network and revealed comparative advantege", IDE Discussion Papers, 924, pp.1~17 (2024)
- L. Mora-Apablaza, "Patents as indicators of the technological position of countries on a global level?", Scientometrics, 127(3), pp.1233~1246 (2022)
- J. X. Zhu, "Characterizing patent big data upon IPC : a survey of triadic patent families and PCT applications", Journal of Big Data, 10(1), pp.85~ (2023)
- M. J. Mansourzadeh, "A note on using revealed comparative advantages in scientometrics studies", Scientometrics, 121(1), pp.595~599 (2019)
- M. Grančay, "Revealed comparative advantages in academic publishing of"old"and"new"European Union Member States 1998–2018", Scientometrics, 127(3), pp.1247~1271 (2022)
- C. A. Hidalgo, "The product space conditions the development of nations", Science, 317(5837), pp.482~487 (2007)
- R. Hausmann, "The network structure of economic output", Journal of Economic Growth, 16, pp.309~342 (2011)
- R. Boschma, "Scientific knowledge dynamics and relatedness in biotech cities", Research Policy, 43(1), pp.107~114 (2014)
- D. L. Rigby, "Technological relatedness and knowledge space : entry and exit of US cities from patent classes", Regional Studies, 49(11), pp.1922~1937 (2015)
- M. R. Guevara, "The research space : using career paths to predict the evolution of the research output of individuals, institutions, and nations", Scientometrics, 109, pp.1695~1709 (2016)
- P. Catalán, "The scientific and technological cross-space : is technological diversification driven by scientific endogenous capacity?", Research Policy, 51(8), pp.104016~ (2022)
- S. Bulmer, "Germany, the Eurozone crisis and the Covid-19 pandemic : Failing forward or moving on?", Comparative European Politics, 20(2), pp.166~ (2022)
- W. Eum, "Alternative paths of diversification for developing countries", Review of Development Economics, 26(4), pp.2336~2355 (2022)
- H. S. Kang, "Smart manufacturing : Past research, present findings, and future directions", International Journal of Precision Engineering and Manufacturing-Green Technology, 3, pp.111~128 (2016)
- L. D. Evjemo, "Trends in smart manufacturing : Role of humans and industrial robots in smart factories", Current Robotics Reports, 1, pp.35~41 (2020)
- D. Jeong, "Measuring ethics level of technological topics using phylogenetic tree", Technology Analysis & Strategic Management, pp.1~14 (2023)
- W. Eum, "The co-evolution of production and technological capabilities during industrial development", Structural Change and Economic Dynamics, 63, pp.454~469 (2022)