• Title/Summary/Keyword: R&D 투자

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The Study on the Analysis of Efficiency of Governmental R&D Programs Regarding to the S&T Outcomes (과학기술적 성과 관점에서 정부 R&D사업 효율성 분석에 관한 연구)

  • Park, Seok-Jong;Kim, Kyung-Hwa;Jeong, Sang-Ki
    • Journal of Korea Technology Innovation Society
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    • v.14 no.2
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    • pp.205-222
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    • 2011
  • The Korean government continuously increases the R&D investment in order to pursue an economic growth through technological innovation. Hence, the intensity of governmental R&D has increased rapidly. However, the whole amount of the R&D investment is still small compared to developed countries. And the type of R&D policies is more and more changing from the catch-up model to the technology-driven model. Therefore, there is a growing interest in the efficiency of public R&D investment. Hence, many studies on the efficiency of R&D investment have been researched. This study estimated the efficiency of governmental R&D programs considering the technological outcomes, e.g. theses, patents and so on, using DEA(Data Envelopment Analysis) with data of S&T investment and outcomes from NTIS(National S&D Information Service). In addition, we used the Mann-Whitney Test to investigate the characteristics of governmental R&D investment.

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An Empirical Study on the Effect of Venture Capital Investment on the Technological Performance of SMEs (벤처캐피탈 투자가 중소벤처기업의 기술적 성과에 미치는 영향에 관한 연구)

  • Kim, Jae-Jin;Yang, Dong-Woo
    • Journal of Digital Convergence
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    • v.12 no.4
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    • pp.115-131
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    • 2014
  • This study analyzed the impact of the investment of venture capital firms(VCFs) on the technological advancement of SMEs, which could be represented as the numerical increasement of patents. The results of this study are as follows: the higher proportion of VCFs' shares or the higher intensity of R&D, the more positive impact has been shown in the technological advancement of SMEs. Also, the joint investment of VCFs or the leading investors' stock acquirement had a positive impact on the technological improvement of them. Meanwhile, the meaningful relationships of company-size and the technical manpower with technological development were not identified although they were marginally positive. Those could be interpreted that the VCFs' supervision and control, including their managerial and technical advice, over invested companies display effectiveness for SMEs. It could also be interpreted that investors concentrate their investment on the relatively stable companies or the companies which other investors already finished screening.

An Empirical Study on the Performance of Portfolio Strategy based on the Firm's R&D Intensity (연구개발집중도에 근거한 포트폴리오의 성과에 관한 실증연구)

  • Woo, Chun-Sik;Kwak, Jae-Seok
    • The Korean Journal of Financial Management
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    • v.21 no.1
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    • pp.87-124
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    • 2004
  • Some studies indicate that investors systematically underreact to new information in the stock market and Other studies indicate that investors systematically overreact. If investors irrationally react to the R&D intensity information, The portfolio strategy based on the R&D intensity information will be provided substantial excess returns. This study investigate that investors systematically underreact or overreact to the R&D intensity and whether portfolio strategy based on the R&D intensity is useful or not. Major results we as follows. First, This study indicate that investor systematically underreact to high R&D intensity and overreact low R&D intensity information. Second, after controlling the firm's specific factor such as firm size, BV/MV and past price performance, it is found that the performance of portfolio strategy based on the R&D intensity is not significant.

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기계학습을 활용한 중소기업 맞춤형 지식서비스 진단 및 처방 기술 연구

  • Seo, Ju-Hwan;Jeon, Seung-Pyo;Yu, Hyeong-Seon;Hwang, Ji-Na;Kim, Sang-Guk
    • Proceedings of the Korea Technology Innovation Society Conference
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    • 2017.11a
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    • pp.305-305
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    • 2017
  • 많은 국가에서 중소기업의 기술혁신을 지원하기 위해서 다양한 직 간접적 지원 프로그램을 기획하고 운영한다. 이 연구는 R&D 투자 효율성을 제고하기 위한 간접 지원의 대표적인 사례 중에서 지식서비스, 특히 그중에서도 R&D 기획, 기술가치평가, 정보 지원 사업에 주목했다. 이 연구에서는 지식서비스의 일환으로 공공과 민간에서 다양하게 제공되고 있는 3가지 지원 사업을 대상으로 R&D 중소기업 중에서 수요 집단의 특징을 프로파일링 했다. 이런 프로파일링을 통해 기업의 해당 지식서비스 지원 적합성을 진단할 수 있는 계량적인 방법을 제안하고 나아가 이를 통한 처방 방법을 논의한다. 구체적인 연구 방법으로는 데이터 마이닝을 통한 분석 방법으로 수요 집단을 프로파일링 했으며, 전통적인 통계 방법인 판별분석 방법을 활용해서 구체적인 지식서비스 적합성 진단 모형을 제시했다. 본 연구에서는 특정 지식서비스 수요에 대한 중소기업의 특징을 프로파일링하기 위해서 설문정보를 활용했으며, 모형의 적정성을 검증하기 위해서 새로운 설문을 활용하는 등 총 6,600 기업에 대한 대규모 설문을 활용했다는데도 차별적 의의가 있다. 본 연구의 결과는 대규모 데이터를 바탕으로 한 중소기업에 대한 지식서비스 또는 R&D 진단과 처방 서비스를 제시해 중소기업과 정부 R&D 투자 효율성을 개선시키는데 기여할 것으로 기대된다.

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Analysis of R&D Investment for Hydrogen and Fuel Cell (수소.연료전지 연구개발 투자현황 분석)

  • Park, No-Eon;Kim, Hyung-Wook
    • Journal of Hydrogen and New Energy
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    • v.21 no.2
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    • pp.143-148
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    • 2010
  • Research and Development (R&D) investment of hydrogen and fuel cell, funded by government from 2007 to 2008 in Korea, has been analyzed. R&D investment of hydrogen and fuel cell in 2008 would see 9% and 29% of total budget in the field of renewable energy, respectively. It was found that R&D investment is mainly dependent on mission of Ministry in Korea. Basic and apply research would be mainly invested by Ministry of Education, Science and Technology (MEST), while development research would be conducted by Ministry of Knowledge Economy (MKE). In R&D investment by performer, hydrogen technology would be conducted by government-funded institute and university. It was also shown that funds for hydrogen production have been much supported than hydrogen storage. Meanwhile, fuel cell would be mainly conducted by major companies. It was also shown that funds for proton exchange membrane fuel cell (PEMFC) have been much invested than other technology in fuel cell.

An Empirical Study on the Impact of the R&D Investment in Korean Firms (우리나라 기업의 R&D 투자효과에 대한 실증분석)

  • Yong, Se-Jung;Kim, Seong-Jung
    • IE interfaces
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    • v.5 no.1
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    • pp.61-74
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    • 1992
  • Recognizing the lack of empirical studies on the returns to R & D investment in Korean firms, this paper analyzes the relationships between R & D investment and corporate performances measured by sales growth rate, profit rate and PER. The data used here are from 167 firms in 8 different industries covering the period from 1985 to 1989. The results show that the profit rate is strongly correlated with R & D investment. But unlike the results of most studies previously done in the U.S., R & D investment only weakly and insignificantly correlated with sales growth and PER.

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A Study on the Determinants of Technological Level in Korean Bioenergy Firms (한국 바이오에너지기업의 기술수준 영향요인 분석)

  • Park, Chang-Dae;Kim, Doo-Chun;Park, Jung-Gu
    • Journal of Energy Engineering
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    • v.23 no.4
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    • pp.196-206
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    • 2014
  • This study analyzes the technological level of Korean bioenergy firms and its determinants by using a multiple logistic regression analysis based on a survey. As the result of analysis, the technological level of Korean bioenergy firms has been positively influenced by the firm size, R&D investments and R&D manpower, but negatively influenced by the competition in domestic market and economy of scale. The policy implications of this study are related to achieve the economy of scale and coevolve between demand and supply-firms for the improvement of the technological level of Korean bioenergy firms.

A Time Lag Analysis of R & D Effect ell Total Factor Productivity in Information and Communication Industry (시차분석을 통한 정보통신산업 연군개발투자가 총요소생산성에 미치는 효과 연구)

  • Lee, Kyung-Suk;Park, Myeong-Cheol;Lee, Duk-Hee
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.31 no.2B
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    • pp.154-163
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    • 2006
  • The importance of R & D investment has dramatically been increased as industrial paradigm rapidly changes to knowledge-based economy. In order to preserve recent economic growth and reinforce competitive advantage, government policy and regulatory framework needs to be reshaped in ways that minimize the distorted use of limited resources and maximize the efficiency of R & D investment. In this regards, this paper aims to investigate the influence of R & D investment in national economic growth and to compare the effectiveness of IT R & D investment with other industries, in respect to the time lag.

Analysis of the Efficiency of National SW R&D Projects Using DEA (DEA를 활용한 SW 국가연구개발사업 효율성 분석)

  • Ro, Seok-Hyun;Cho, Nam-Wook
    • The Journal of Society for e-Business Studies
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    • v.26 no.2
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    • pp.45-59
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    • 2021
  • As software(SW) has been considered as a key driver of the fourth industrial revolution, significant R&D investment has been made by Korean government. Despite the attention and support by the government, systematic analysis on the SW R&D efficiency has not been fully addressed. In this study, the efficiency of SW national research and development projects was analyzed using Data Envelopment Analysis(DEA) techniques. Efficiency was measured from both static and dynamic perspectives based on 1,463 projects conducted by the National IT Industry Promotion Agency(NIPA) from 2008 to 2018. The static efficiency analysis identified the causes of inefficiency as scale and technology problems. As a result of dynamic efficiency analysis, we present a sector-specific response model using an efficiency-stability matrix. This study is meaningful in that efficiency analysis was conducted on the entire SW national R&D project, and static/dynamic efficiency analysis results are expected to be used as a guideline for planning SW national R&D project.