• 제목/요약/키워드: R&D Project Performance

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Exploration of Optimal Product Innovation Strategy Using Decision Tree Analysis: A Data-mining Approach

  • Cho, Insu
    • STI Policy Review
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    • 제8권2호
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    • pp.75-93
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    • 2017
  • Recently, global competition in the manufacturing sector is driving firms in the manufacturing sector to conduct product innovation projects to maintain their competitive edge. The key points of product innovation projects are 1) what the purpose of the project is and 2) what expected results in the target market can be achieved by implementing the innovation. Therefore, this study focuses on the performance of innovation projects with a business viewpoint. In this respect, this study proposes the "achievement rate" of product innovation projects as a measurement of project performance. Then, this study finds the best strategies from various innovation activities to optimize the achievement rate of product innovation projects. There are three major innovation activities for the projects, including three types of R&D activities: Internal, joint and external R&D, and five types of non-R&D activities - acquisition of machines, equipment and software, purchasing external knowledge, job education and training, market research and design. This study applies decision tree modeling, a kind of data-mining methodology, to explore effective innovation activities. This study employs the data from the 'Korean Innovation Survey (KIS) 2014: Manufacturing Sector.' The KIS 2014 gathered information about innovation activities in the manufacturing sector over three years (2011-2013). This study gives some practical implication for managing the activities. First, innovation activities that increased the achievement rate of product diversification projects included a combination of market research, new product design, and job training. Second, our results show that a combination of internal R&D, job training and training, and market research increases the project achievement most for the replacement of outdated products. Third, new market creation or extension of market share indicates that launching replacement products and continuously upgrading products are most important.

비용, 일정 및 기술적 성과를 고려한 통합 계획수립 프로세스 구현 방안 (Integrated Planning Process Implementation Method Based on the Cost, Schedule, and Technical Performance)

  • 유이주;박영원
    • 한국군사과학기술학회지
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    • 제10권3호
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    • pp.100-108
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    • 2007
  • The purpose of the research is to propose an integrated project planning process and its implementation method. Although there is increasing interest in the application of the Earned Value Management(EVM) method in the project management area, the progress and maturity of the technical performance have not been included in assessing the Earned Value. The main concept of the planning process is to use cost, schedule, as well as the technical performance in the assessment of the Earned Value Management for Military R&D project management practices. The resulting process can enhance the efficiency of the project work by eliminating the currently duplicated activities between traditional project planning process and the newly implemented Earned Value Management process and by shortening the early planning process duration of projects adopting EVM practices.

국가 연구 개발 프로젝트 실시간 자금 관리 시스템 개발에 관한 연구 (Developing a Real-time Cashflow Management System for National R&D Management)

  • 한승엽;이혜정;이정우
    • 한국IT서비스학회지
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    • 제13권3호
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    • pp.343-357
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    • 2014
  • As science and technology infiltrates every aspects of modern society in terms of economic and social growth and development, funding for research and development (R&D) is growing rapidly. Republic of Korea is not an exception in this trend and the R&D funding in Korea has been grown about 10% every year, recently. However, as the scope and size of funding grows exponentially, need for monitoring and managing these R&D projects becoming more and more imminent. Though different types of project management systems were developed by a variety of agencies and departments and used in monitoring and managing, these systems were developed as standalone silo type systems. These systems are not connected to each other while the same researchers may involved in different projects across agencies and department. Also, these management systems are not linked to the banking systems in which real transactions of funding occurs, such as cost reimbursement and financial audit of each R&D accounts. Historically, a few fraud and malappropriation cases were found and indicted. However, as the number of these incidents grows along with the growth of R&D funding, a large scale integration/linking of project management systems and banking systems. Realizing the importance of systems integration among agencies as well as with the banking systems, situational requirements analyses were conducted concerning the current state of R&D management system. As a results, a Real-time Case Management System (RCMS) was proposed as a solution to current problems. In this paper, the collected systems requirements were documents with analyses of the situation, the architecture of the integrated systems with more user-friendly technological alternatives. This large scale linkage requires interface standardization as well as modularization of interfaces. Proposed systems architecture is introduced here with technical details of Jex Framework used,, followed by resulting technical and economic performance of the Realtime Cashflow Management System (RCMS).

기술혁신형 중소기업의 기술사업화 성공 결정요인에 관한 연구: 신기술(NET) 인증제도를 중심으로 (A Study on the Determinants of Success in Technology Commercialization of Innovative Technology SMEs : With a Focus on the New Excellent Technology(NET) Certification System)

  • 마창환;최경현
    • 벤처창업연구
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    • 제16권2호
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    • pp.95-108
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    • 2021
  • 기술혁신 활동은 기업이 기술경쟁력을 확보하고 지속적으로 성장하기 위해 매우 중요한 활동이다. 우리나라는 기업의 혁신활동을 촉진하기 위하여 국가차원에서 인증제도를 운영하며, 중소기업의 글로벌 기술경쟁력 제고를 위해 노력하고 있다. 이 가운데 기술혁신과 관련된 대표적인 제도가 신기술(NET) 인증이다. 신기술 인증제도는 엄격한 3단계 심사과정을 거쳐 인증하고 있으며, 기업의 신기술 상용화, 기술거래 및 초기시장 진출 촉진 등을 목적으로 운영되고 있다. 신기술 인증을 획득했다는 것은 해당 기업이 일정 수준 이상의 기술경쟁력을 확보하고 있다는 것을 의미한다. 이에 본 연구에서는 신기술 인증제도를 중심으로 기업의 어떠한 기술혁신활동이 R&D프로젝트 성공과 경영성과 제고에 영향을 미치는 지에 대한 실증분석을 수행하고자 하였다. 이를 검증하기 위해 주요변수로 기술전략, 기술기획, 체계화된 R&D프로세스, 내부협력, 외부협력 활동을 설정하였다. 실증분석 결과, 본 연구에서 설정한 변수 모두 개별적으로 R&D프로젝트 성공과 경영성과 제고에 기여함을 확인하였다. 다만, 모든 변수를 고려한 종합적인 차원에서 살펴보면, R&D프로젝트 성공을 위해서는 체계화된 R&D프로세스 관리와 외부기관과의 협력 활동이, 경영성과 제고를 위해서는 연구개발 초기 단계인 기술전략 수립과 기술기획 활동이 통계적으로 유의미한 영향을 미치는 것으로 분석되었다. 본 연구는 기업부설연구소를 설립·운영하고 있으며, 활발히 연구개발(R&D) 활동을 수행하고 있는 혁신지향적인 중소기업을 대상으로 하였으며, 분석방법으로는 다중회귀분석을 활용하였다.

친환경 공동주택 구현을 위한 저에너지 설비시스템 통합설계 방안 및 파일럿 프로젝트 계획 (A Pilot Project on the Integrated System Design for Developing the Sustainable Housing Model)

  • 조진균;성재호;신선준;홍민호
    • 대한설비공학회:학술대회논문집
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    • 대한설비공학회 2009년도 하계학술발표대회 논문집
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    • pp.1049-1054
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    • 2009
  • Sustainable housing design can contribute to dramatically reduced energy usage and can be applied to all new building projects. This paper explores the potential in Korea of applying available energy efficient building technologies. The objective was to determine the degree of energy reduction that can easily be achieved in new building design. The pilot project is providing some prototypes with display units which incorporate principles of sustainable design and performance utilizing the eco-design objectives. This building challenges ingrained preconceptions about system designs for four energy saving levels(40%, 60%, 80% and zero energy) and exposes barriers to low energy buildings posed by new standards and guidelines.

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An Empirical Analysis of the Valley of Death: Large-scale R&D Project Performance in a Japanese Diversified Company

  • Osawa Yoshitaka;Miyazaki Kumiko
    • 기술혁신연구
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    • 제14권2호
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    • pp.93-116
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    • 2006
  • The purpose of this study is to contribute reference material that provides insight into innovative process management that increases R&D output in commercializing new products. A model of a process from research to commercialization with the cumulative profit and loss curve is put forward and hypotheses related to success and failure are developed at the stages up to product launch. Seventeen large projects that have resulted in successful product launches have been examined from the initial research stage to commercialization. Prefect duration, standardized cumulative R&D expenditures and research resource concentration are analyzed in terms of statistical method and patterns in cumulative profit and loss curves after product sales, as well as the reasons for and other aspects of success/failure are investigated and analyzed. Consequently, valuable information on future management tasks has been obtained such as: (1) project duration differs depending on market sectors, product types and presence/absence of materials research (2) cumulative profit and loss curves can be categorized into four patterns (3) reasons for failure can be divided into technological and market problem categories and (4) these factors have an impact on product sales.

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국방연구개발 프로젝트의 기술적 성과 측정.분석 프로세스 구현방안과 도구 개발 (Technical Performance Measurement & Aanaysis Process Implementation Method and Tool Development of The Defense R&D Project)

  • 유이주;박영원
    • 한국군사과학기술학회지
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    • 제11권3호
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    • pp.76-88
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    • 2008
  • The purpose of the research is to propose an earned-value indicator for technical performance measurements of an ongoing defense R&D project and the associated measurement, analysis and the implementation process for data collection and usages. Furthermore, the study demonstrates the evidences of benefits and validity of the proposed approach through the enabling tool development and its application examples.

Between-Group Analysis를 활용한 지역 R&D사업의 기업지원 효과분석 (Between-Group Analysis for the Development of Performance Evaluation Framework of National R&D Programs)

  • 최충익;김철민
    • 지역연구
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    • 제32권4호
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    • pp.3-18
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    • 2016
  • 본 연구는 지역 R&D 성과평가를 위한 방법론으로서 비교그룹 간 분석을 적용하여 실증분석하고 있다. 분석방법론으로 기업 간 분석(between-group analysis)을 제시하고 있으며 핵심 아이디어는 두 가지 측면에서 설명될 수 있다. 첫째, R&D 사업의 효과분석을 위해서는 기간별 성과를 비교하며 분석하는 것이 당해 연도 성과만을 분석하며 비교하는 것보다 타당하다는 점이다. 둘째, 정부의 R&D 투자가 이루어지지 않은 비교집단을 선정하여 제3의 변수들의 효과를 통제한다는 점이다. 분석 결과 기업 간 분석이 의미 있게 나타났으며, 이는 수혜 기업의 성과만을 가지고 전후 비교하는 것보다 수혜를 받지 않는 대조군과의 전후 비교 평가를 통해 더 합리적이고 객관적인 성과평가를 달성할 수 있음을 시사한다.

Study on Measures to Activate Technology Startup through National R&D Support Project

  • YUN, Jeong-Keun
    • 융합경영연구
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    • 제8권4호
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    • pp.1-12
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    • 2020
  • Purpose- The purpose of this study is to increase the effect of public technology transfer through government R&D support to secure the competitiveness of public technology startups. The government's R&D budget in 2019 is over 20 trillion won, and there is a legitimate need to increase the performance of technology startups through such R&D results. Research design, data, and methodology- In this paper, we comprehensively analyzed the current status of public research institutes and R&D support projects suitable for founders and analyzed and presented cases of follow-up research conducted by the Institute of Science and Technology Jobs to analyze actual performance cases of R&D support institutes. Results- In this conclusion, a developmental model of public technology entrepreneurship was proposed to increase the performance of public technology commercialization with the scalability of research institutions. In order to create a public technology information system between consumers and suppliers, a Steinweiss-type technology commercialization model for public technology commercialization, and a job-creating enterprise-type linkage R&D support business model were presented to create the results of R&D support organizations. Conclusions- Through the results of this study, it is meaningful to analyze the performance cases of technology commercialization of R&D support institutions, which have not been studied so far, to build competitiveness of research institutions and to present a growth model for the spread of technology startups. This study has implications in terms of suggesting a way to build competitiveness in technology commercialization between market demanders and suppliers by linking existing public technology startups, which deviated from the simple commercialization support system, with job creation by expanding the R&D support system.

개방형 혁신에 의한 R&D 연구의 효율성 평가 분석 : 과학기술적 성과 관점에서 AHP-DEA방법론 적용 (Open Innovation R&D Efficiency Evaluation by Integrated AHP-DEA)

  • 민현구;김태영;황승준
    • 산업경영시스템학회지
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    • 제35권4호
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    • pp.149-161
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    • 2012
  • The current environment of technological and competitive changes influences not only the business R&D environment but also government driven national R&D strategies. Open innovation has now become an important paradigm that is replacing the outdated paradigm of closed innovation. Many companies and nations have been increasing R&D investment because R&D has been considered a driving force for national and corporate competitive advantage. The purpose of this paper is to evaluate and compare the performance of R&D focused on open innovation according to scientific and technological outputs which is based on paper publications, patents and etc. Comparisons should not be only based on the quantity but also on the quality of the output. This paper shows that it is possible to develop DEA models that utilize the Analytical Hierarchical Process in order to transform the qualitative index into a quantitative index. Hence, the relative efficiency for R&D organizations is obtained based on both quantity and quality outputs and subsequently provides comprehensive and realistic methods for decision makers to identify levels of project efficiency.