• 제목/요약/키워드: Government Policy Influence

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A Study on Impact of Deep Learning on Korean Economic Growth Factor

  • Dong Hwa Kim;Dae Sung Seo
    • International Journal of Internet, Broadcasting and Communication
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    • 제15권4호
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    • pp.90-99
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    • 2023
  • This paper deals with studying strategy about impact of deep learning (DL) on the factor of Korean economic growth. To study classification of impact factors of Korean economic growth, we suggest dynamic equation of microeconomy and study methods on economic growth impact of deep learning. Next step is to suggest DL model to dynamic equation with Korean economy data with growth related factors to classify what factor is import and dominant factors to build policy and education. DL gives an influence in many areas because it can be implemented with ease as just normal editing works and speak including code development by using huge data. Currently, young generations will take a big impact on their job selection because generative AI can do well as much as humans can do it everywhere. Therefore, policy and education methods should be rearranged as new paradigm. However, government and officers do not understand well how it is serious in policy and education. This paper provides method of policy and education for AI education including generative AI through analysing many papers and reports, and experience.

창업가 기업가정신 요인, 경영 관리적 요인, 자본적 요인이 창업성과에 미치는 영향 연구: 미용서비스업 분야 소상공인지원정책의 개선방향 중심으로 (A Study on the Influence of Personal Characteristics, Business Management Factors, and Capital Factors on Entrepreneurial Performance: In the Center of Ameliorating Small Businesses Supporting Policy by Government in Beauty Service Industry)

  • 곽진만;양영석;김명숙
    • 벤처창업연구
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    • 제12권3호
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    • pp.119-133
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    • 2017
  • 본 연구는 창업가 개인적 특성 요인, 경영 관리적 요인, 자본적 요인, 점포요인이 창업성과에 미치는 영향을 통하여 미용서비스업 분야의 소상공인지원정책이 창업성과에 미치는 영향을 분석하였다. 미용서비스업체의 창업성과에 영향을 미치는 요인으로 경영 관리적 요인의 하위변수인 인적자원관리와 창업초기 자본적 요인 그리고 점포요인이 창업성과에 영향을 미치는 것으로 분석되었다. 미용서비스업체의 창업성과에 정부지원정책인 자금지원정책, 교육지원정책, 컨설팅지원정책이 조절효과가 있는가에 관한 연구내용은 다음과 같다. 정부자금지원정책, 교육지원정책, 컨설팅지원정책은 창업성과에 유의한 영향을 미치는 인적자원관리, 창업초기 자본금, 점포요인에 조절효과는 없는 것으로 분석되었다. 이는 자금지원이 정책적 효과를 입증하기 위한 제도적 지원이 아니라 창업자의 창업성과를 만들어가는 실효성 있는 지원방안이 필요로 하며, 교육지원정책과 컨설팅지원정책은 미용서비스업체의 특성을 고려한 정책적인 반영과 현실적인 교육지원과 컨설팅지원이 필요로 하다고 본다. 특히, 기존의 소상공인의 정책적 지원과는 다른 미용서비스업체의 실질적인 경영활동과 성과창출 과정을 반영하는 방향으로 확대될 필요가 있다고 하겠다.

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Analyzing Government Support Program for R&D Collaboration and Distribution for Korean SMEs: A Case for Equipment Leasing Program

  • PARK, Mun-Su;CHANG, Soonwoo Daniel
    • 유통과학연구
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    • 제20권12호
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    • pp.99-108
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    • 2022
  • Purpose: This study attempted to identify determinants affecting research collaboration and R&D distribution activities, especially regarding facility and equipment leasing of small and medium enterprises (SMEs) in South Korea. The objective of this study was to find the most significant firm characteristics that affect firms participating in an R&D collaboration and distribution program and investing in R&D in terms of leasing payment for equipment. Research design, data, and methodology: This study analyzes which SMEs' characteristics influence external research cooperation activities by examining the SMEs that received government support for equipment leasing using multiple regression analysis and residual plots. The survey combined two databases: 1) a fact-finding survey of participating firms by the Ministry of SMEs and Startups, and 2) leasing information by the Korea Association of University, Research Institute and Industry. Results: The study found that firm size positively impacts R&D investment, R&D collaboration and distribution. Conclusions: The study provided evidence to policymakers and government officials that firms with more employees will more likely participate in government support programs. The study results also prove that government officials believe firm location does not impact R&D investment, R&D collaboration and distribution.

의사결정나무를 활용한 방산육성지원 수혜기업 결정요인 분석 (An Analysis of the Determinants of Government-Funded Defense Companies using a Decision Tree)

  • 전고운;백슬아;전정환;유동희
    • 한국군사과학기술학회지
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    • 제27권1호
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    • pp.80-93
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    • 2024
  • This study attempted to analyze the factors that influence the participation of beneficiary companies in the government's defense industry promotion support project. To this end, experimental data were analyzed by constructing a prediction model consisting of highly important variables in beneficiary company decisions among various company information using the decision tree model, one of the data mining techniques. In addition, various rules were derived to determine the beneficiary companies of the government's support project using the analysis results expressed as decision trees. Three policy measures were presented based on the important rules that repeatedly appear in different predictive models to increase the effect of the government's industrial development. Using the analysis methods presented in this study and the determinants of the beneficiary companies of the government support project will help create a sustainable future defense industry growth environment.

Investigating Science-Policy Interfaces in Japanese Politics through Climate Change Discourse Coalitions of an Environmental Policy Actor Network

  • Hartwig, Manuela G.
    • Journal of Contemporary Eastern Asia
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    • 제18권2호
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    • pp.90-117
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    • 2019
  • How is science advice integrated in environmental policymaking? This is an increasingly pertinent question that is being raised since the nuclear catastrophe of Fukushima, Japan, in 2011. Global re-evaluation of energy policies and climate mitigation measures include discussions on how to better integrate science advice in policymaking, and at the same time keeping science independent from political influence. This paper addressed the policy discourse of setting up a national CO2 reduction target in Japanese policymaking between 2009 and 2012. The target proposed by the former DPJ government was turned down, and Japan lacked a clear strategy for long-term climate mitigation. The analysis provides explanations from a quantitative actor-network perspective. Centrality measures from social network analysis for policy actors in an environmental policy network of Japan were calculated to identify those actors that control the discourse. Data used for analysis comes from the Global Environmental Policy Actor Network 2 (GEPON 2) survey conducted in Japan (2012-13). Science advice in Japan was kept independent from political influence and was mostly excluded from policymaking. One of the two largest discourse coalitions in the environmental policy network promoted a higher CO2 reduction target for international negotiations but favored lowering the target after a new international agreement would have been set. This may explain why Japan struggled to commit to long-term mitigation strategies. Applying social network analysis to quantitatively calculate discourse coalitions was a feasible methodology for investigating "discursive power." But limited in discussing the "practice" (e.g. meetings, telephone, or email conversations) among the actors in discourse coalitions.

성과공유제 지원정책의 문제점 분석 및 기업성과에 미친 효과성 연구 (Problems of Benefit Sharing Support Policy and its Policy Effectiveness affecting the Firm Performance)

  • 이홍열;이은구
    • 융합정보논문지
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    • 제8권4호
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    • pp.237-245
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    • 2018
  • 본 연구의 목적은 정부의 성과공유제 운영 및 성과공유제 지원정책이 기업 성과에 미친 효과성에 대한 실증적 분석을 통해, 효과적인 성과공유제 지원정책의 개선방안을 제시하는 데 있다. 이에 따라, 정부의 현 성과공유제 운영현황 문제점을 분석하고, 225개 성과공유제 도입(위탁)기업과 협력(수탁)기업을 대상으로 기업성과에 대한 설문조사를 실시하였다. 연구결과, 성과공유제는 다양한 인센티브 부족에 따른 도입기업의 증가와 확산 어려움, 현금배분 등 실질적인 성과공유 미흡, 신기술 신제품 혁신유도가 어려운 경영관리시스템 모델 증가, 1차 이외 2 3차 협력사로 제도 확산 한계 등 일부 개선점이 발견되었다. 반면, 그간 정부의 성과공유제 지원정책은 성과공유제 도입(위탁)기업과 협력(수탁)기업 모두에 긍정적 영향을 미쳤으며 특히 협력(수탁)기업의 성과에 긍정적 영향을 미쳤음이 확인되었다. 향후 과제로, 협력(수탁)기업의 매출증가 또는 R&D 역량증가 등과 같은 보다 객관적이고 정량화된 데이터를 기반으로 기업현황과 기업성과간 상호 연관성 등의 검증을 통한 연구 수행을 통해 객관성과 정확도를 제고할 필요가 있다.

중국의 퇴경환림 사업(退耕還林事業) 및 보상제도에 대한 고찰 (A Study of the Development of Returning Land for Farming to Forestry Policy and its Compensation System Change of China)

  • 박기형;장예소;전근우;만근금;오빈;임영협;윤호중
    • Journal of Forest and Environmental Science
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    • 제27권2호
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    • pp.101-111
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    • 2011
  • The Returning Land for Farming to Forestry Project in China is similar to the 'The 10-year National Greening Project' of Korea, and is one of the great strategic policies that started in order to develop the people, resources and the environment by the central government of China. Using the ecosystem recovery as the slogan, The Returning Land for Farming to Forestry Project of China has a long history of 70 years, but the accomplishments has been insignificant when compared to the long history. The Returning Land for Farming to Forestry Project was not a trend due to the societal and economical issues of China, but with the increasing interest on the environmental protection in the late 1990s the extent of the ecosystem is gradually increasing. The most difficult, yet most important matter of the Returning Land for Farming to Forestry Project, is that it must consider the ecosystem with the economy. The farmers want financial gains in a short term, and the government aims is gaining cost-benefit over a long period which is why a rational the Returning Land for Farming to Forestry Project of the central government in China is most important. In order for the Returning Land for Farming to Forestry Project of China to develop further in the future, the standardization and distinction of the economic compensation policy is most urgent. Other than this, a new policy and the government interest on the livelihood of the farmers after the completion of the Returning Land for Farming to Forestry Project are needed, and there must be a clear and fair policy enactment environment so that the opinions of the farmers can influence the policy in the policy enactments.

임적조사사업(林籍調査事業)(1910)에 관한 연구(硏究) (A Study on the Forest Survey Project(1910))

  • 배재수
    • 한국산림과학회지
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    • 제89권2호
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    • pp.260-274
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    • 2000
  • 본 논문에서는 임적조사사업(林籍調査事業)(1910)의 수립 배경, 실시 과정, 결과 및 평가와 이 사업을 바탕으로 만들어진 "한국임야정리(韓國林野整理)에 관한 의견서(意見書)"가 일제의 초기 식민지 임정에 끼친 영향력을 중심으로 살펴보았다. 임적조사사업(林籍調査事業)은 일본인 관료 목내중사랑(木內重四郞)과 재등음작(齋藤音作)의 주도하에 조선의 소유별, 임상별 산림분포를 파악하고자 실행되었다. 그러나 경비부족과 짧은 조사기간으로 인해 조사의 정확도는 매우 낮았다. 특히 북부지방의 많은 촌락공유림(村落共有林)과 특수지역림(特殊地役林)이 임적조사사업(林籍調査事業)의 간략성(簡略性)과 자의성(恣意性)으로 인해 "관리기관이 없는 국유림"으로 편입되었다. 그럼에도 당시 일제는 이 조사결과를 바탕으로 조선의 임야정리에 관한 정책을 수립하였다. 이 정책은 "한국임야정리(韓國林野整理)에 관한 의견서(意見書)"로 종합되었는데, 그 중 임야정리에 관한 제안은 이후 삼림령(森林令)(1911) 및 일련의 임야정리과정을 거치면서 구체적이고 구속력을 더한 식민지 임정으로 현실화되었다. 결론적으로 임적조사사업(林籍調査事業)은 조사의 정확도는 떨어지지만, 일제 강점기 초기 식민지 조선의 임정을 수립하는데 가장 기초적인 자료로서 이용되었고 "한국임야정리(韓國林野整理)에 관한 의견서(意見書)"는 임야정리(林野整理)에 관한 구체적인 방향(方向)과 식민지 임정의 각론(各論)을 수립하는데 결정적인 역할을 한 정책제안서(政策提案書)라고 볼 수 있다.

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한미간(韓美間) 정보통신분야(情報通信分野) 통상마찰예방(通商摩擦豫防)과 해소방안(解消方案)에 관한 연구(硏究) (A study on The U.S.-Korean Trade Friction Prevention and Settlement in the Fields of Information and Telecommunication Industries)

  • 정재영
    • 무역상무연구
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    • 제13권
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    • pp.869-895
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    • 2000
  • The US supports the Information and Communication (IC) industry as a strategic one to wield a complete power over the World Market. However, several other countries are also eager to have the support for the IC industry because the industry produces a high added value and has a significant effect on other industries. Korea is not an exception. Korea recently succeeded in the commercialization of CDMA for the first time in the world, after the successful development of TDX. Hence, it is highly likely to get tracked by the US. Although the IC industry is a specific sector of IT, there is a concern that there might be a trade friction between the US and Korea due to a possible competition. It will be very important to prepare a solution in advance so that Korea could prevent the friction and at the same time increase its share domestically and globally. It will be our important task to solve the problem with the minimum cost if the conflict arises unfortunately in the IT area. The parties that have a strong influence on the US trade policy are the think tank group and the IT-related interest group. Therefore, it would be important to have a close relationship with them. We found some implications by analyzing the case of Japan, which has experienced trade frictions with the US over the long period of time in the high tech industry. In order to get rid of those conflicts with the US, the Japanese did the following things : (1) The Japanese government developed supporting theories and also resorted to international support so that the world could support the Japanese theories. (2) Through continual dialogue with the US business people, the Japanese business people sought after solutions to share profits among the Japanese and the US both in the domestic and in the worldwide markets. They focused on lobbying activities to influence the US public opinion to support the Japanese. The specific implementation plan was first to open culture lobby toward opinion leaders who were leaders about the US opinion. The institution, Japan Society, were formed to deliver a high quality lobbying activities. The second plan is economic lobby. They have established Japanese Economic Institute at Washington. They provide information about Japan regularly or irregularly to the US government, research institution, universities, etc., that are interested in Japan. The main objective behind these activities though is to advertise the validity of Japanese policy. Japanese top executives, practical interest groups on international trade, are trying to justify their position by direct contact with the US policy makers. The third one is political lobby. Japan is very careful about this political lobby. It is doing its best not to give impression that Japan is trying to shape the US policy making. It is collecting a vast amount of information to make a correct judgment on situation. It is not tilted toward one political party or the other, and is rather developing a long-term network of people who understand and support the Japanese policy. The following implications were drawn from the experience of Japan. First, the Korean government should develop a long-term plan and execute it to improve the Korean image perceived by American people. Second, the Korean government should begin public relation activities toward the US elite group. It is inevitable to make an effort to advertise Korea to this elite group because this group leads public opinion in the USA. Third, the Korean government needs the development of a relevant policy to elevate the positive atmosphere for advertising toward the US. For example, we need information about to whom and how to about lobbying activities, personnel network who immediately respond to wrong articles about Korea in the US press, and lastly the most recent data bank of Korean support group inside the USA. Fourth, the Korean government should create an atmosphere to facilitate the advertising toward the US. Examples include provision of incentives in tax on the expenses for the advertising toward the US and provision of rewards to those who significantly contribute to the advertising activities. Fifth, the Korean government should perform the role of a bridge between Korean and the US business people. Sixth, the government should promptly analyze the policy of IT industry, a strategic area, and timely distribute information to industries in Korea. Since the Korean government is the only institution that has formal contact with the US government, it is highly likely to provide information of a high quality. The followings are some implications for business institutions. First, Korean business organization should carefully analyze and observe the business policy and managerial conditions of US companies. It is very important to do so because all the trade frictions arise at the business level. Second, it is also very important that the top management of Korean firms contact the opinion leaders of the US. Third, it is critically needed that Korean business people sent to the USA do their part for PR activities. Fourth, it is very important to advertise to American employees in Korean companies. If we cannot convince our American employees, it would be a lot harder to convince regular American. Therefore, it is very important to make the American employees the support group for Korean ways. Fifth, it should try to get much information as early as possible about the US firms policy in the IT area. It should give an enormous effort on early collection of information because by doing so it has more time to respond. Sixth, it should research on the PR cases of foreign enterprise or non-American companies inside the USA. The research needs to identify the success factors and the failure factors. Finally, the business firm will get more valuable information if it analyzes and responds to, according to each medium.

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중국 석탄산업의 경제적 효과 분석

  • 최정석
    • 중국학논총
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    • 제71호
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    • pp.151-167
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    • 2021
  • Looking at the economic effects of the Chinese coal industry analyzed in this text, the following results could be drawn. First, according to the analysis result of the influence coefficient of the Chinese coal industry in 2017, it is mainly rural and regional development It was analyzed that it had a great influence on the necessary sectors. Second, the sensitivity coefficient of the Chinese coal industry in 2017 was presented in the order of electricity and heat production and supply, monetary finance and other financial services, business services, refined petroleum and nuclear fuel processing products, wholesale business, and retail business. It is judged that this is more influenced by government policy than by influence coefficient.