• Title/Summary/Keyword: 민간R&D

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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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The Effects of Government R&D Support on Private R&D Investment: Evidence from Innovative Growth Engine Policies (정부 R&D 지원이 민간 R&D 투자에 미치는 영향: 혁신성장동력 정책을 중심으로)

  • Koo, Bon-Jin;Lee, Jong-Seon
    • Asia-Pacific Journal of Business
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    • v.12 no.3
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    • pp.281-294
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    • 2021
  • Purpose - The purpose of this study was verifying the policy effects by field of innovative growth engines, focusing on the discussion of the relationship between government support and corporate R&D activities (substitute/complementary goods), and based on the results, policy recommendations for promoting private R&D were carried out. Design/methodology/approach - Through literature research, academic/theoretical discussions about relationship between government support and corporate R&D activities were synthesized. Next, survey data were collected for companies engaged in the field of innovative growth engines and empirical analysis was conducted on the relationship between government support and R&D activities in 13 major sectors. Findings - First, as a result of analyzing all companies regardless of sector, government R&D subsidies had a positive (+) relationship with R&D activities of companies engaged in innovative growth engines, that is, a complementary relationship. Next, as a result of performing empirical analysis by dividing the 13 fields, it was found that 9 fields were complementary goods in which government support had a positive (+) effect on the R&D activities of companies. On the other hand, in the remaining four fields, the effect of government support on corporate R&D activities was not statistically significant. Research implications or Originality - In order to promote R&D activities of companies in the 9 fields where government support acts as a complementary product, it is necessary to establish policies centered on direct government support. On the other hand, it would be more desirable to seek indirect support rather than direct support in the 4 fields where government support did not have a statistically significant effect on corporate R&D activities.

A Study on a Business Model Development for National R&D (국가 R&D에서의 비즈니스 모델 개발에 대한 연구)

  • Bae, Sang-Keun;Park, Ji-Man;Kim, Byung-Guk
    • Journal of Korea Spatial Information System Society
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    • v.11 no.4
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    • pp.9-18
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    • 2009
  • R&D businesses lead by a government of each countries are recognized as important businesses that may affect the destinies of the nation. However, the process of developing a new business has not been so favorable as the process was primarily managed by engineers who concentrate on research development. The problem was solved by applying a business model regarding outcomes of a developed research. Yet it is difficult to apply the business model methods that are commonly used for enterprises to government's research businesses due to their unique research development characteristics. Therefore, it is developed a business model methodology for national R&D project in this study. In addition, the methodology applies to a sub-project of Korean Land Spatialization Program(KLSP) organized by Ministry of Land, Transport and Maritime Affairs to verify the possibility of practical application.

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The Study on the Effect of R&D Investment and Technology Commercialization Capabilities on Business Performance (R&D투자가 경영성과에 미치는 영향: 기술사업화 능력의 매개효과를 중심으로)

  • Lee, Sung-Hwa;Cho, Kuen-Tae
    • Journal of Technology Innovation
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    • v.20 no.1
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    • pp.263-294
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    • 2012
  • The purpose of this study is to examine the effect on R&D investment and technology commercialization capabilities on business performance of 118 Korean firms which has R&D center. In particular, this study tried to define technology commercialization and technology commercialization capabilities for the board and narrow perspective, and investigates the role of technology commercialization capabilities in linking R&D investment and business performance in terms of a financial performance as the growing rate of sales, the growing rate of operating income to sales and non-financial performance as the ratio of technology commercialization. The results of this study are as follows. First, the findings of the research indicated that there was a significant positive relationship between R&D investment and business performance as financial and non-financial. Second, the study found that board technology commercialization capability as technology strategic planning, technology process, and technology organization has the mediating effect to R&D investment on business performance as the ratio of technology commercialization. Third, the study found that narrow technology commercialization capability as manufacturing and marketing play a mediating role in terms of business performance as financial and non-financial.

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Analysis of R&D Efficiency according to the Characteristics of National Research Projects in Culture Technology Sector (문화기술(CT) 분야 국가연구과제 특성에 따른 R&D 효율성 분석)

  • Yoon, Sangpil;Son, Hosung
    • The Journal of the Korea Contents Association
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    • v.22 no.5
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    • pp.383-392
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    • 2022
  • Culture technology is contributing to the creation of new values through convergence with other industries. The government is also actively investing in R&D in this field to secure competitiveness. In this study, the R&D efficiency of culture technology is analyzed by characteristics. Data envelopment analysis and non-parametric tests are performed on 968 national research projects in 2016-2019. As a result, it is confirmed that there are a difference in R&D efficiency according to the characteristics of national research projects in culture technology sector. This suggests that when planning national research projects for culture technology, these characteristics should be taken into consideration and strategically promoted.

Demands of R&D for Preventing Disaster & Safety Accidents (재난·재해 및 안전사고 기술개발 수요조사 연구)

  • Yoon, Jonghyun;Lee, Yongbae
    • Journal of the Society of Disaster Information
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    • v.11 no.4
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    • pp.467-474
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    • 2015
  • This study is about the demand survey of R&D for preventing disaster and safety accidents. The results are as follows. First, the priorities of technology development is shown in the following order: natural disasters, human and social disaster, and safety accidents. Second, the amount of R&D investment is shown in the following order in respect of disaster management phase: prevention, preparedness, response and recovery. However, investment in the recovery phase was low. Third, it was concentrated on some types the demands of technological development in the public sector. There is a possibility of duplication of technology development in government investment. Suggest that interagency cooperation is required.

R&D Service Industry Innovation Plan to Improve R&D Productivity and Vitalize Technology Innovation Ecosystem (R&D 생산성 제고와 기술 혁신 생태계 활성화를 위한 연구 서비스산업 혁신 방안)

  • Pyoung Yol Jang
    • Journal of Service Research and Studies
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    • v.13 no.1
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    • pp.144-158
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    • 2023
  • R&D (Research and Development) investment by companies and the government continues to increase, and the total R&D expenditure of public and private sectors in 2021 reached KRW 102 trillion, and the ratio of R&D investment to GDP was 4.96%. It ranks second in the world after Israel. This study analyzes the current status of the domestic R&D service industry and the research and development (R&D) innovation ecosystem based on the business activity survey data of the National Statistical Office in terms of improving R&D productivity of domestic R&D investment that has exceeded 100 trillion won, and analyzes the global R&D service industry and analyzes the global research service industry and R&D service Industry support government policy As a result of the analysis, in the domestic R&D ecosystem, the R&D outsourcing demand of service companies is rapidly increasing, compared to the stagnant R&D outsourcing demand of traditional manufacturing companies. In order to respond to these changing demands for technological innovation, this study suggests balanced support for R&D outsourcing for manufacturing and service companies, expansion of domestic R&D outsourcing, establishment of R&D outsourcing strategies specialized for the service industry, establishment of an open R&D ecosystem, and innovation in connection with materials/parts/equipment strategies.

Analysis of the Effects of Public R&D Subsidy on Private R&D Investment in the Cleaner Production - Complementary or Crowding-out Effect - (청정생산R&D 정부출연금의 기업R&D투자에 대한 효과분석 - 민간기업R&D투자의 보완.대체효과를 중심으로 -)

  • Ju, Hong-Shin;Kim, Jum-Su;Park, Jung-Gu
    • Clean Technology
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    • v.17 no.2
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    • pp.181-188
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    • 2011
  • In this study, the complementary or crowding-out effects of public R&D subsidy on private R&D investment in the cleaner production were analysed between the effects and the major determinants (company size, R&D investment intensity, ratio of government investment, R&D manpower intensity). Among 207 firms' projects, the number of the complementary effect was 95 (45.9%) while that of crowding-out effect was 38 (18.4%). Resulting from logistic regression, the higher the R&D investment of sponsored companies is, the more complementary effect they show, responding to public R&D subsidy, and increase own R&D investment. The other determinants, however, showed no significant effects on firms' R&D investment. To heighten the effect of public cleaner production R&D, it is need to increase the priority of R&D investment intensity among the determinants. And to increase the performance of governmental R&D investment, further studies for the individual public R&D programs are necessary.

Diagnosing ICT industry and discovering R&D opportunity through analyzing bigdata-driven value chain network (빅데이터 기반 교역활동 프로파일 분석을 통한 ICT 산업 진단 및 연구개발(R&D) 기회 발굴에 관한 연구)

  • Heo, Yoseob;Kim, Jungjoon;Yoon, Bitnari;Kang, Jongseok
    • Proceedings of the Korea Technology Innovation Society Conference
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    • 2017.11a
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    • pp.969-988
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    • 2017
  • 4차 산업혁명에 대한 국가적 관심이 높아짐에 따라 ICT산업 분야의 연구개발(R&D)는 앞으로의 국가 성장에 핵심적인 역할을 할 가능성이 크다. 우리나라의 경우도 빠르게 변화하는 ICT 산업에 대응하기 위해, 국가차원에서는 중장기 전략을 수립하고 있으며, 민간차원에서는 관련 인력풀(pool)을 늘리는 등 다각화된 대처를 하고 있다. 하지만 미국과 중국 등 선진국들의 기술수준과 가격 경쟁력을 결코 무시할 수 없어, 우리나라의 ICT산업은 낙관할 수만은 없는 상황이다. 그러므로 지금은 오히려 우리나라 ICT산업에 대한 명확한 진단을 통해 효율적이고 효과적으로 기술기회와 R&D기회를 발굴하는 것이 보다 실효성 있는 정책 수립에 도움을 줄 수 있다. 본 논문에서는 한국과학기술정보연구원(KISTI)에서 개발한 교역활동 프로파일 분석 시스템을 통해 ICT산업에 관련된 상품들 전체를 거시적인 관점에서 확인함으로써 우리나라의 ICT산업 전반을 진단하고 분석하고자 한다. 이로 인해, 증거기반(evidence-based)의 과학적인 방법으로 연구개발 기회를 파악하여 효율적이고 효과적인 정책수립에 기여하고자 한다.

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Discovering Research of Special Agency of National R&D Management by Analyzing the Current Management System of National R&D Program (연구관리 전문기관의 실태분석을 통한 유형화에 관한 탐색적 연구)

  • Lee, Gil-Woo;Chon, Se-Bong;Ko, Yun-Mi
    • Journal of Korea Technology Innovation Society
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    • v.12 no.1
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    • pp.1-35
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    • 2009
  • This study analyzes the current status of how to manage the national R&D program and the systematic problems of R&D planning, evaluation, and management, and then shows the strategy to support special agency of national R&D management for effective operation. Additionally, this study seeks to search for the macro methods to coordinate and to develop the roles and functions of special agency of national R&D management, and to promote efficiency and productivity of the National R&D investment. First of all, this study generally introduces the national R&D and surveys each special agency of national R&D management by analyzing the status of each agency charged by Ministry. Also, this study defines special agency of national R&D management by investigating each agency's status based on law and finds out the strategy to support special agency of national R&D management for effective operation. Each special agency of national R&D management is based on acts, administrative orders, or blanket contracts and takes whole charge of each National R&D program. The organization forms of special agency of national R&D management can be classified into two forms: One is a form to plan, to evaluate, and to manage the National R&D program and other is a form to research program together with the functions of planning, evaluation, and management. Therefore, this study defines special agency of national R&D management as "an organization, having a legal basis(acts, administrative orders), funded and charged by government for executing R&D planning, evaluation and management of R&D program." This study shows the strategy to operate special agency of national R&D management efficiently by analyzing each agency's current status and comparing each agency with each other. Moreover, every agency has a committee member pool, and the pool is classified well according to the fields of work and technology. Also, the special agency of national R&D management has its own organization to manage performances of program.

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