한국의 데이터경제 현황 및 평가: 금융, 부동산, 의료 부문을 중심으로
Data economy in Korea: Cases of finance, real estate, and medical care sectors
0
조회
0
다운로드
0
인용
0
참고문헌
키워드
초록
최근 데이터 기반 경제 활동의 비중이 급증하면서 데이터경제에 대한 논의가 활발하지만 우리나라 주요 산업별 데이터경제로의 전환을 체계적으로 분석하는 틀을 제시하는 연구는 많지 않다. 본 연구는 문헌연구를 통해 데이터경제의 주요 특징을 플랫폼(platform) 구축, 예측력(predictive power) 강화, 새로운 분석모델(new analytical model)의 활용으로 정리하고, 이에 입각하여 우리나라의 금융, 부동산, 의료 부문 간 데이터 기반 활동의 정도를 비교 분석한다. 분석 결과 금융, 부동산, 의료 부문별로 데이터경제 특징이 실현되고 있는 속도와 내용이 다르다는 것이 관찰되었다. 이는 데이터경제의 확산을 통해 경제 생산성 향상과 복지 증대를 위해서는 금융, 부동산, 의료 등 주요 산업 부문별로 차별화된 정책 접근이 필요하다는 것을 시사한다.
Abstract
With the recent surge in the share of data-based economic activities, there have been vibrant discussions on the data economy. Yet, few extant works provide a framework for systematically analyzing the transition to the data economy by major industries in Korea. By reviewing the existing literature, we first summarize the main characteristics of the data economy as building platforms, the greater importance of predictive power, and the increased use of new analytics. Next, based on such understanding, we provide a comparative analysis regarding the degree of data-based activities in Korea's financial, real estate, and medical sectors. We find that the speed at which, and the content of the data economy characteristics being realized were different for the different sectors. These findings suggest that differentiated policy approaches by major industrial sectors such as finance, real estate, and medical care are needed to improve economic productivity and increase welfare through the spread of the data economy.
참고문헌 (38)
- 강건욱, ""의료 부문의 혁신 및 기업화"", 2020. 12. KDI 국제정책대학원 ‘데이터경제 세미나 (2020)
- 박소정, ""인슈어테크와 데이터경제"", 2020. 12. KD I국제정책대학원 ‘데이터경제 세미나 (2020)
- 오상우, ""디지털 의료와 데이터경제"", 2020. 12. KDI 국제정책대학원 ‘데이터경제 세미나 (2020)
- 이상영, ""프롭테크와 데이터경제"", 2020. 12. KDI 국제정책대학원 데이터경제 세미나 (2020)
- "핀테크에 의한 금융혁신 양상과 시사점", "이성복", ~ (2021)
- Baum, Andrew, "PropTech 3.0: the future of real estate" (2017), University of Oxford Research
- Begenau, Juliane, "Big Data in Finance and the Growth of Large Firms", Journal of Monetary Economics, 97, pp.71~87 (2018)
- Berg, Tobias, "On the Rise of FinTechs : Credit Scoring using Digital Footprints", The Review of Financial Studies, 33(7), pp.2845~2897 (2020)
- Cho, Man, "FinTech Megatrends : What Welfare Implications Can We Draw for Financial Consumers?", The International Review of Financial Consumers, 6(2), pp.29~45 (2021)
- European Commission, "Communication from the Commission to the European Parliament, the Council, the European Economic and Social Committee and the Committee of the Regions: towards a thriving data-driven economy", ~ (2014)
- European Commission, "Communication from the Commission to the European Parliament, the Council, the European Economic and Social Committee and the Committee of the Regions: towards a common European data space", ~ (2018)
- The Rise of the Platform Enterprise : A Global Survey, "Evans, Peter C.", Center for Global Enterprise, ~ (2016)
- Fajgelbaum, Pablo D., "Uncertainty Traps", The Quarterly Journal of Economics, 132(4), pp.1641~1692 (2017)
- A growth model of the data economy, "Farboodi, Maryam", NBER, ~, pp.NBER working paper, (w28427) (2021)
- Floridi, Luciano, "Information: A very short introduction" (2010), OUP Oxford
- Freedman, Seth, "The information value of online social networks : Lessons from peer-to-peer lending", International Journal of Industrial Organization, 51, pp.185~222 (2017)
- Fuster, Andreas, "The Role of Technology in Mortgage Lending", The Review of Financial Studies, 32(5), pp.1854~1899 (2019)
- Data vs collateral, "Gambacorta, Leonardo", BIS, ~, pp.BIS Working Papers No 881 (2020)
- Glaeser, Edward, "The economic implications of housing supply", Journal of economic perspectives, 32(1), pp.3~30 (2018)
- Hildebrand, Thomas, "Adverse incentives in crowdfunding", Management Science, 63(3), pp.587~608 (2017)
- Jones, Charles, I., "Introduction of Economic Growth" (1998), Norton
- Jones, Charles, I., "Nonrivalry and the Economics of Data", American Economic Review, 110(9), pp.2819~2858 (2020)
- Lin, Mingfeng, "Judging Borrowers by the Company They Keep : Friendship Networks and Information Asymmetry in Online Peer-to-Peer Lending", Management Science, 59(1), pp.17~35 (2013)
- Mullainathan, Sendhil, "Machine Learning : An Applied Econometric Approach", Journal of Economic Perspectives, 31(2), pp.87~106 (2017)
- Mokyr, Joel, "The Gift of Athena" (2002), Princeton University Press
- Newman, David, "How to plan, participate and prosper in the data economy" (2011), Gartner
- Opher, Albert, "The rise of the data economy : driving value through internet of things data monetization. IBM Corporation : Somers", ~ (2016)
- Ordonez, Guillermo, "The Asymmetric Effects of Financial Frictions", Journal of Political Economy, 121(5), pp.84~ (2013)
- The FinTech Opportunity, "Philippon, Thomas", National Bureau of Economic Research, ~, pp.No. w22476 (2016)
- Philippon, Thomas, "Has the us finance industry become less efficient? on the theory and measurement of financial intermediation", The American Economic Review, 105(4), pp.1408~1438 (2015)
- Puri, Manju, "What do a million observations have to say about loan defaults? Opening the black box of relationships", Journal of Financial Intermediation, 31, pp.1~15 (2017)
- Rochet, Jean-Charles, "Platform competition in two-sided markets", Journal of the european economic association, 1(4), pp.990~1029 (2003)
- Rochet, Jean-Charles, "Two sided markets : a progress report", The RAND journal of economics, 37(3), pp.645~667 (2006)
- Romer, Paul M., "Endogenous technological change", Journal of political Economy, 98(5, Part 2), pp.S71~S102 (1990)
- Shapiro, Carl, "Information rules: A strategic guide to the network economy" (1998), Harvard Business Press
- Teece, David, J., "Profiting from innovation in the digital economy : Enabling technologies, standards, and licensing models in the wireless world", Research Policy, 47(8), pp.1367~1387 (2018)
- Towards Accountability in Machine Learning Applications : A system testing approach, "Wan, Wayne, Xinwei", ~, pp.ZEW-Centre for European Economic Research Discussion Paper, (22-001) (2021)
- Yousif, Mazin, "The rise of data capital", IEEE Cloud Computing, 2(2), pp.4~4 (2015)
