• Title/Summary/Keyword: Economic impact analysis

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The Role and Effect of Artificial Intelligence (AI) on the Platform Service Innovation: The Case Study of Kakao in Korea (플랫폼 서비스 혁신에 있어 인공지능(AI)의 역할과 효과에 관한 연구: 카카오 그룹의 인공지능 활용 사례 연구)

  • Lee, Kyoung-Joo;Kim, Eun-Young
    • Knowledge Management Research
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    • v.21 no.1
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    • pp.175-195
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    • 2020
  • The development of platform service based on the information and communication technology has revolutionized patterns of commercial transactions, driving the growth of global economy. Furthermore, the radical advancement of artificial intelligence(AI) presents the huge potential to innovate almost all the industrial and economic activities. Given these technological developments, the goal of this paper is to investigate AI's impact on the platform service innovation as well as its influence on the business performance. For the goal, this paper presents the review of the types of service innovation, the nature of platform services, and technological characteristics of leading AI technologies, such as chatbot and recommendation system. As an empirical study, this paper performs a multiple case study of Kakao Group which is the leading mobile platform service with the most advanced AI in Korea. To understand the role and effect of AI on Kakao platform service, this study investigated three cases, including chatbot agent of Kakao Bank, Smart Call service of Kakao Taxi, and music recommendation system of Kakao Mellon. The analysis results of the case study show that AI initiated innovations in platform service concepts, service delivery, and customer interface, all of which lead to a significant decrease in the transaction costs and the personalization of services. Finally, for the successful development of AI, this research emphasizes the significance of the accumulation of customer and operational data, the AI human capital, and the design of R&D organization.

Participation Determinants in the DRG Payment System of Obstetrics and Gynecology Clinics in South Korea

  • Song, Jung-Kook;Kim, Chang-Yup
    • Journal of Preventive Medicine and Public Health
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    • v.43 no.2
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    • pp.117-124
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    • 2010
  • Objectives: The Diagnosis Related Group (DRG) payment system, which has been mplemented in Korea since 1997, is based on voluntary participation. Hence, the positive impact of this system depends on the participation of physicians. This study examined the factors determining participation of Korean obstetrics & gynecology (OBGYN) clinics in the DRG-based payment system. Methods: The demographic information, practice-related variables of OBGYN clinics and participation information in the DRG-based payment system were acquired from the nationwide data from 2002 to 2007 produced by the National Health Insurance Corporation and the Health Insurance Review & Assessment Service. The subjects were 336 OBGYN clinics consisting of 43 DRG clinics that had maintained their participation in 2003-2007 and 293 no-DRG (fee-for-service) clinics that had never been a DRG clinic during the same period. Logistic regression analysis was carried out to determine the factors associated with the participation of OBGYN clinics in the DRG-based payment system. Results: The factors affecting participation of OBGYN clinics in the DRG-based payment system were as follows (p<0.05): (1) a larger number of caesarian section (c/sec) claims, (2) higher cost of a c/sec, (3) less variation in the price of a c/sec, (4) fewer days of admission for a c/sec, and (5) younger pregnant women undergoing a c/sec. Conclusions: These results suggest that OBGYN clinics with an economic practice pattern under a fee-for-service system are more likely to participate in the DRG-based payment system. Therefore, to ensure adequate participation of physicians, a payment system with a stronger financial incentive might be more suitable in Korea.

Effect of LED Lighting Time on Productivity, Blood Parameters and Immune Responses of Dairy Cows (LED 점등시간이 젖소의 생산성, 혈액 매개변수 및 면역 반응에 미치는 영향)

  • Park, Jin-Ryong;Yoon, Nam-Jin;Belal, Shah-Ahmed;Shim, Kwan-Seob
    • Korean Journal of Organic Agriculture
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    • v.26 no.3
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    • pp.515-532
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    • 2018
  • Light is an essential and powerful element to animals. A light-emitting diode (LED) is most efficient in terms of economic benefits. The aim of the present study was to evaluate the effects of LED lighting time on milk production, milk composition, and the immune response of Holstein cows. Forty lactating cows were assigned to four experimental groups: control; natural daylight, treatment; am3-6, pm6-12 and pm6-am6. We found that there was no significant effect on the decrease ratio in milk production among the groups. Milk urea nitrogen (MUN) was significantly decreased in pm6-am6 and pm6-12 than the control. With regard to the hemolytic biochemical analysis, GLU was significantly increased and CRE, T-BIL were significantly decreased in the pm6-12 than the control. IGF-1 levels were significantly increased in pm6-12 compared to other groups. Besides, cortisol was significantly lowered in the pm6-12 than the control, while prolactin, IgA and IgG were not significant among the groups. In addition, catalase and glutathione peroxidase were also significantly increased in pm6-12 than the control. However, antioxidant enzyme activity and superoxide dismutase were not significant among the experimental groups. Therefore, it was concluded that LED lighting time had some impact on blood parameters and immune responses in dairy cows without any changes in milk production.

Priority Setting and Technological Innovation Strategies for Future Growth Engine Industries: Focusing on the development of the Korea Future Technology Index (미래성장동력 선정을 위한 새로운 방법론 모색: 한국미래기술지수의 개발을 중심으로)

  • Bae, Yonh-Ho;Choi, Ji-Sun;Hwang, Seog-Won;Lee, Woo-Sung;Koh, Myoung-Ju
    • Journal of Technology Innovation
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    • v.19 no.3
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    • pp.85-114
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    • 2011
  • This paper aims at developing a new index that represents the Korean new growth industries, which is named the Korea Future Technology Index(KOFTI). The KOFTI is designed to provide a reliable and econometric index based on which the Korean government searches for new growth engines. The KOFTI is composed of three individual indexes such as the Economic Impact Index, the Future Strategy Index, and the Technological Influence Index. The KOFTI is applied for 62 star brands, which have been promoted by the Korean government for the korean future industrial competitiveness. The top 13 leading industries are drawn from the calculation of the KOFTI for 62 star brands.

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The Effect on Firm's Effort to Correct Discrimination against Fixed-term Workers of Articles Regarding Prohibition or Correction of Discrimination in the Fixed-term Worker Protection Law (차별시정에 관한 법률이 기업들의 차별시정 노력에 미친 영향)

  • Choi, Hyung-Jai
    • Journal of Labour Economics
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    • v.34 no.3
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    • pp.81-117
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    • 2011
  • This study examined how firms responded to the articles regarding the prohibition or correction of discrimination against fixed-term workers in the 'fixed-term worker protection law', which has been effective since July of 2007 in Korea. Data used cone from the Korean Workplace Survey, and a difference-in-differences method was employed for the identification of the causal effect, noting that the 'discrimination prohibition law' has been applied to firms over stages based on their sizes. The empirical results show no strong evidence that the law played a positive role in reducing differentials between permanent workers and fixed-term workers in the areas of wage and various employee benefits, including the provision of severance pay, annual leave, and 4 major social insurances for fixed-term workers. A more thorough future analysis on the causes of the insignificant impact of the law in some employee welfare benefits, along with supplemental policies, is needed to have the law achieve the desired goal of removing discrimination at the workplace.

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Recognition and Improvement of Rural Landscape Management System (농촌경관관리의 인식 및 농촌정관관리 발전방안)

  • Park, Yong-Ha;Kim, Kwang-Yim;Sung, Hyun-Chan;Lee, Gwan-Gyu;Park, So-Hyun;Choi, Jae-Yong
    • Journal of Korean Society of Rural Planning
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    • v.13 no.3
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    • pp.103-110
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    • 2007
  • Land development policy in Korea, characterized by its supply-oriented policy, has driven rapid economic development. However, it has a negative impact on the natural environment across the country. Especially, as the introduction of quashi-farmland system with the deregulation of agricultural land development in the late 1990s, numerous unfavorable landscape features such as road, motels and apartment have emerged in the rural area. As those interfered irreversible rural landscapes have been expanded, the demand for well preserved rural landscapes have been increased. The objectives of this study, thus, is to suggest the mitigations between the land development and conservation of natural landscape. As such, this study examines the recognition of current rural landscape management status through 118 students with two groups of landscape architecture majored (50 people) and non-landscape majored (68). Both group express the negative impression of current rural landscape management system in general and they pointed out the major landscape problems are caused from inappropriate land use. However, in detail those two groups respond differently, for example, the first group selected the damaged landscape is the second cause of the landscape problem, while the other group selected the poorly maintained settlements. Based on the analysis of the survey, this study suggests 3 recommendations in order to improve the sustainable rural landscape as establishing the proper rural land use planning system, building local governments' capacity to actively participate in the rural landscape management, and preparing the landscape management plans considering area distinctive characteristics.

Analysis of Influencing Export Factors of Major Agricultural Products for ASEAN using Panel Gravity Model (패널중력모형을 이용한 동남아시아 대상 주요 수출 농산물 영향인자 분석)

  • Kim, Solhee;Son, Younghwan;Park, Jinseon;Kim, Taegon;Suh, Kyo
    • Journal of Korean Society of Rural Planning
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    • v.22 no.4
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    • pp.103-114
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    • 2016
  • The global trade partners have been diversified and mixed in agricultural market, which is expended the international agri-food market through the Regional Trade Agreement and World Trade Organization, etc. The aim of this study is to derive influential factors for exports increases of agricultural products targeting to Association of South-East Asian Nations (ASEAN). We set the equation for agricultural products exports referred to panel gravity model considering panel fixed effect for controlling endogeneity within variables. The results of this study are the follows; (1) Social economic distance considering international oil price negatively affects in the mushroom model; (2) Korean GDP affects (-) in a mushroom model and (+) in a vegetable model, however, ASEAN's per capita GDP indicates opposite influence in the same model; (3) Relative exchange rate shows negative impact in a vegetable model; (4) The entry status into WTO and the status in force of FTA have converse effects in mushroom and vegetable model, respectively.

Analysis on Economic Performance of Social Welfare Expenditure in Korea: Evaluated by Scale Economies and Elasticity of Substitution (우리나라 사회복지지출의 경제성과 분석: 규모의 경제와 대체탄력성을 중심으로)

  • Rhee, Hyun-Jae
    • The Journal of the Korea Contents Association
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    • v.13 no.12
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    • pp.357-368
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    • 2013
  • This research explores the efficiency of social welfare expenditure in Korea by analyzing marginal productivity, scale economies, and elasticity of substitution that could be obtainable from a production function. By virtue of VES production function, such productive indicators are easily identified. If once the efficiency is revealed in the production process, it brings to a positive impact to increase the level of income. Empirical evidences are shown that the public expenditure is operated systematically in comparing with the private one. This is mainly due to the fact that the system of the public sector is well-established. It implies that an operational system for the private sector ought to be built up in a short period of time. Otherwise, increasing in expenditure by a private sector would not be helpful to improve efficiency in the production side. Accordingly, level of income.

Developing a hair dryer using a new invention techniques Inventogram (새로운 발명기법 인벤토그램을 이용한 헤어드라이기 개발)

  • Han, Jaeoh;Oh, Sehoon
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.15 no.11
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    • pp.6425-6431
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    • 2014
  • As science advances, the gathering and sharing of information has become easier, and the spreading speed of information is increasing through the internet and smart phones. Enormous wealth creation around the world from the rapid spread of knowledge of products is possible, which can have a significant impact in a country's economic revival. On the other hand, to develop these ideas, many products are difficult for ordinary people to use with the current techniques. Therefore, new techniques to develop hit products are needed. This thesis identified the limitations of previous invention processes or technique, This invention technique was made by finding ideas and fundamentals hidden in the innovative products. The results obtained from the analysis of a kind and pictograms were combined, and symbolized by the present invention technique that would be for anyone to master. Furthermore, a hair dryer that utilizes electromagnetic waves of the inventograms was developed.

Dictyostelium discoideum Ax2 as an Assay System for Screening of Pharmacological Chaperones for Phenylketonuria Mutations

  • Kim, Yu-Min;Yang, Yun Gyeong;Kim, Hye-Lim;Park, Young Shik
    • Journal of Microbiology and Biotechnology
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    • v.25 no.6
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    • pp.782-787
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    • 2015
  • In this study, we developed an assay system for missense mutations in human phenylalanine hydroxylases (hPAHs). To demonstrate the reliability of the system, eight mutant proteins (F39L, K42I, L48S, I65T, R252Q, L255V, S349L, and R408W) were expressed in a mutant strain (pah-) of Dictyostelium discoideum Ax2 disrupted in the indigenous gene encoding PAH. The transformed pah - cells grown in FM minimal medium were measured for growth rate and PAH activity to reveal a positive correlation between them. The protein level of hPAH was also determined by western blotting to show the impact of each mutation on protein stability and catalytic activity. The result was highly compatible with the previous ones obtained from other expression systems, suggesting that Dictyostelium is a dependable alternative to other expression systems. Furthermore, we found that both the protein level and activity of S349L and R408W, which were impaired severely in protein stability, were rescued in HL5 nutrient medium. Although the responsible component(s) remains unidentified, this unexpected finding showed an important advantage of our expression system for studying unstable proteins. As an economic and stable cell-based expression system, our development will contribute to mass-screening of pharmacological chaperones for missense PAH mutations as well as to the in-depth characterization of individual mutations.