• KDI Journal of Economic Policy
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• 제38권3호
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• pp.79-106
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• 2016

This paper investigates the effectiveness of public credit guarantee programs and interest-support programs for SMEs (small and medium enterprises). First, assuming that there is an imperfect information structure in the SME loan market, we analyze how SME support financial programs affect the corporate decisions made by SMEs with regard to default or loan sizes. In addition, this paper theoretically computes the optimal levels of credit guarantee amounts and the interest-support spread under equilibrium with imperfect information in a competitive loan market. Second, the paper empirically analyzes the continuous policy-treatment effect with the GPS (generalized propensity score) method. In particular, we consider the ratio of guaranteed debt to the total debt as a continuous policy treatment. The empirical results show that marginal effects of a credit guarantee on SMEs' productivity, profitability, and growth potential decrease with the ratio of guaranteed debt to the total debt. In addition, the average effect of a credit guarantee is maximized when this ratio is at 50% to 60%.

• 한국컴퓨터정보학회논문지
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• 제23권1호
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• pp.9-15
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• 2018

Policy polls, which investigate the degree of support that the policy has for policy implementation, play an important role in making decisions. As the number of Internet users increases, the public is actively commenting on their policy news stories. Current policy polls tend to rely heavily on phone and offline surveys. Collecting and analyzing policy articles is useful in policy surveys. In this study, we propose a method of analyzing comments using deep learning technology showing outstanding performance in various fields. In particular, we designed various models based on the recurrent neural network (RNN) which is suitable for sequential data and compared the performance with the support vector machine (SVM), which is a traditional machine learning model. For all test sets, the SVM model show an accuracy of 0.73 and the RNN model have an accuracy of 0.83.

• 벤처창업연구
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• 제15권6호
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• pp.95-114
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• 2020

본 연구에서는 창업지원정책의 수혜 기업들의 창업성과에 미치는 영향을 살펴보고 지원기관 및 실무자에게 이론적 실무적 시사점을 제공하고자 창업지원정책이 창업성과에 미치는 영향에 관한 메타분석을 하였다. 이를 위해 2007년부터 2020년까지 국내에서 발표된 학술지 논문과 학위논문의 선행연구들 중에서 정의 통계수치인 상관계수가 포함된 논문을 최종적으로 35편 선정하였다. 창업지원정책의 선행연구에서 독립변수로는 자금지원, 교육지원, 시설/장비지원, 네트워크지원, 멘토링지원, 컨설팅지원, 마케팅지원, 경영지원, 기술지원, 인력지원과 종속변수로 창업성과인 재무적 성과, 비재무적성과에 미치는 영향의 효과크기를 검토하였다. 효과크기의 패턴을 시각적으로 이해하기 쉽도록 forest plot으로 제시하였고 small-study-effect인 출간편의가 있는 데이터들은 민감성 분석을 통하여 이상치를 검증하였다. 정부지원정책의 효과크기를 분석한 결과 대체로 중간이상의 효과크기를 나타내 창업성과에 영향을 미치고 있음이 검증되었다. 독립변수 중 창업성과에 대한 효과크기가 가장 큰 요소는 인력지원이며, 그 다음으로 기술지원, 마케팅지원, 경영지원, 시설/장비지원, 교육지원, 멘토링지원, 자금지원, 네트워크지원, 그리고 컨설팅지원 순으로 효과크기가 큰 것으로 분석되었다. 최근 2020년 10월 8일 「중소기업창업 지원법」이 제조업 중심에서 디지털 전환과 스마트화 등으로 개편한 만큼 창업지원정책도 창업단계를 고려하고 우선순위를 검증하여 예산의 편성을 하여야 한다.

• 벤처창업연구
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• 제17권3호
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• pp.89-101
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• 2022

본 연구는 한국과 중국의 대학생을 대상으로 개인특성(창업효능감)과 환경적 특성(사회적지지, 정부지원정책)이 창업의도에 미치는 효과를 규명하였다. 특히, 개인 및 환경적 특성과 창업의도의 관계에서 국가 간 차이(한국, 중국)의 조절효과를 실증하였다. 한국 및 중국 대학생 626명을 대상으로 한 실증분석 결과는 다음과 같다. 첫째, 한국 대학생들이 지각하는 창업효능감, 사회적지지 및 정부지원정책 모두 창업의도에 긍정적인 영향을 주었다. 특히, 한국 대학생들의 창업의도에는 사회적지지, 창업효능감, 정부지원정책 순으로 영향력을 주었다. 둘째, 중국 대학생들이 지각하는 창업효능감, 사회적지지 및 정부지원정책 모두 창업의도에 긍정적인 영향을 주었다. 특히, 중국 대학생들의 창업의도에는 정부지원정책, 창업효능감, 사회적지지 순으로 영향력을 주었다. 셋째, 환경적 특성(사회적지지, 정부지원정책)과 창업의도의 관계는 국가 간 차이에 의해 조절되었다. 특히 환경적 특성(사회적지지, 정부지원정책)과 창업의도의 긍정적 관계는 중국 대학생이 한국 대학생보다 전반적으로 높게 나타났다. 즉, 한국과 중국은 집단 문화적 특성을 보이나 중국은 '꽌시'를 중요시 하는 관계 지향적 문화특성이 높고, 창업을 새로운 창업기회로 인식하는 불확실성 회피성향이 낮은 문화특성을 보이기 때문에 중국 대학생이 한국 대학생보다 높게 나타났다. 이러한 연구결과를 통해 한국 및 중국 대학생들의 창업의도에 대한 이론적 및 실무적 시사점을 제시하였으며, 향후 한국 및 중국 대학생에 초점을 둔 창업 활성화를 위한 정책방안을 도출하였다.

• STI Policy Review
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• 제1권4호
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• pp.21-28
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• 2010

This study analyzes the establishment of venture companies and the interaction of venture ecosystem components (the core factors of venture ecosystems) with a focus on venture companies, venture capital, and the return market. Government support policies are understood as a catalyst for the venture ecosystem and this study will analyze the implications of government involvement by identifying the role of government policies in the venture ecosystem. According to the results of the empirical analysis with data on confirmed venture businesses by the Small and Medium Business Administration (SMBA), policies that provide direct support to venture companies did not have a significant influence on the establishment of new ventures. However, new investments by venture capital show a statistically significant positive effect and signify that the new investment is an important factor in vitalizing the establishment of new venture businesses and that the economic conditions of the return market have a positive effect. The establishment of venture businesses responds to the changes in real and vertical markets with greater resilience compared to government policies. Given the unique nature of the Korean venture ecosystem that responds to the market with greater resilience than government policies, there must be increased efforts to recover the confidence of the capital markets for venture capital in order to promote improved efficiency.

• 디지털융복합연구
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• 제13권1호
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• pp.77-83
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• 2015

본 연구는 이러닝의 학습효과 및 만족도에 대한 한계가 대두되고, 이러닝 산업의 구조적 모순이 지속됨에 따라 이를 해결하기 위한 정책적 대안을 제시하고자 수행되었다. 이러닝의 한계의 극복과 이러닝 산업의 건전한 성장을 위한 수단으로서 이러닝에서의 빅데이터 적용 방안을 제시하고, 이에 대한 정책 실천과제를 제안하였다. 정책 실천과제로서 첫째, 기술개발 지원, 둘째, 전문인력 양성, 셋째, 중소기업 보급 지원, 넷째, 법/제도 개선을 꼽고 이에 대한 체계적 추진을 제언하였다.

• 농촌계획
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• 제25권1호
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• pp.39-50
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• 2019

The purpose of this study is to figure out the current condition of local governments (Si or Gun) to implement rural development policy in the face of the central government's drive for increasing devolution. Since late 1990s or early 2000s when scope of rural policy began to expand quantitatively, there has been considerable increase in rural residents' participation into community projects as a whole. Nevertheless, there exists regional differentiation in local governments' efforts to systematically support rural development projects (CRDP: Comprehensive Rural Development Programme) and community activities by setting up intermediary organizations or hiring rural development professionals in a public office. According to this survey on local government officials, regions that have made such efforts to support rural policy at a local level, show more advanced level of institutional capacity than other regions in local decision making process for CRDP, role of strategic rural developmental plans, vitality of community actors, etc. In the era of increasing devolution, these differences can be expected to result in diverging performances of each area in regionalized rural policy. The central government needs to introduce EU's LEADER-type rural development programmes to support community acitivities by various local actors and at the same time promote local governance building for rural policy, adopting institutional rewarding system such as rural planning contract.

• 유통과학연구
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• 제21권12호
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• pp.113-125
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• 2023

Purpose: Support policies for small and medium-sized retailers (SMSRs) have been promoted in various ways over the past 20 years, but they are generally regarded as unsuccessful. The purpose of this study is to analyze the process and impact of policy changes, identify the reasons for the lack of success, and explore policy alternatives. Research design, data and methodology: This study explored major policies in various categories such as the retail industry, traditional markets, and Micro-Enterprises from the mid-1990s to the present. It also analyzed the short- and long-term impacts of major policies at the retail format level like SMSRs, using data from Statistics Korea's service industry survey. Results: This research found that sudden shifts in policy philosophy conflicted with the existing market structure and reduced the effectiveness of policies. It also found that policies aimed at improving competitiveness at the SMSRs-level had some effect, while polices aimed at supporting expenses at the individual store-level were difficult to achieve their intended purpose. Conclusions: The failure of the policy to support SMSRs is fundamentally due to the late response and conflicts between policies. It was also not successful due to the policy's focus on individual store-level expenses and maintaining employment rather than structural improvements of SMSRs format.

• 한국정밀공학회:학술대회논문집
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• 한국정밀공학회 2013년도 춘계학술대회 논문집
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• pp.783-784
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• 2013

• 가정과삶의질연구
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• 제26권5호
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• pp.259-277
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• 2008

Traditional familism and family value is known as the value that most Koreans share with. Strong family solidarity and family-centered perception among Koreans influences other social values and ideology. Under the family value, caring for family members is family responsibility instead of government responsibility. Previous studies argued that the family value played a role to impede the development of family policy in Korea. The aim of this study was to explore a relation between the family value and the needs for care-support family policy. This study investigated how the family value were related to the specific needs for care-support family policy. The data were drawn from the Seoul Families Survey conducted on 2006 by Seoul Women and Family Foundation. The survey data consisted of 2,500 married males and females living in Seoul. The statistical techniques used for analysis were frequencies, means, t-test, ANOVA, crosstabs, multiple regression models, and multinomial logit models. The major findings of this study were as followings. First, while the traditional familism appeared to be held at a certain level, the general attitudes towards cohabitation, divorce, and single-parent family seemed to be less traditional. Second, the familism was found to be partly associated with the needs for the care-support family policy. The respondents who had less traditional value on arriage and child-rearing showed the higher level of needs for daycare center. This finding implied that nontraditional attitudes were related to the needs for an alternative care service such as caring through facilities rather than to the needs for supportive or complementary services. Lastly, the respondents who had higher level of traditional familism showed a higher preference for direct economic service (supportive service) than for other types of service in child care. And the less traditional their attitudes towards marriage and child-rearing, the more likely they are to prefer flexible child care services and programs to other types of child care services. These results implied that the family value was partly influential to family policy. However, it is worthy to note that the family value was related to family policy preference rather than to family policy needs. In other words, traditional family value appeared to influence the types of family policy rather than the level of needs for family policy.