• Title/Summary/Keyword: innovation achievement

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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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    • v.8 no.2
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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R&D, job training and training, and market research increases the project achievement most for the replacement of outdated products.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.

The Effect of an Educational Program Based on the 3D Glasses as a Technological Innovation on the Academic Achievement and Attitude towards E-Learning

  • Osama Mohamed Ahmed Salem;Noheir Taha Hassan Mohamed
    • International Journal of Computer Science & Network Security
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    • v.23 no.1
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    • pp.169-186
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    • 2023
  • The research aimed to identify the effectiveness of an educational program using 3D glasses as a technological innovation on academic achievement and attitude towards elearning in science in the preparatory stage. The research relied on the analytical descriptive approach and the semi-experimental approach. The research tools were the achievement test and the scale of attitude towards e-learning. An educational program was designed and produced using 3D glasses. The study sample consisted of 60 students from the second grade in the preparatory stage at the Rural Jeddah School. The research concluded to the following results: There was a satistically sigificant difference at the level of sig. (0.05) among the -mean scores of the experiemtal and control group students in the post assessment atthe level of achievement in favor of the experiemental group and therewas a satistically sigificant difference at the level of sig. (0.05) among mean scores of the experiemtal and control group students in the post assessment at the level of attitude towards e-learning in favor of the experiemental group. And it was found that the positive effect of the 3D educational program for improving the level of achievement and the attitude towards e-learning for the students. The program allowed the experimental group students to practice self-learning, interaction, and achievement according to the individual differences among them.

An Analysis of Change in School Effectiveness of Middle School by Innovation School Expansion in Gyeonggi Province (혁신학교 일반화에 따른 경기도 중학교의 학교효과성 변화 분석 : 혁신학교 확대 운영 정책을 중심으로)

  • Shim, Jaehwee
    • (The)Korea Educational Review
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    • v.24 no.3
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    • pp.167-189
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    • 2018
  • Using the 1st to 5th wave data from Gyeonggi Education Panel Study(GEPS), this study analyzed the change of school effectiveness of middle schools by innovation school expansion in Gyeonggi province. For this purpose, the analysis employed difference-in-difference model with repeated cross-sectional data and the dependent variable was comprised of academic achievement, school satisfaction, creativity, and sense of community. Results showed that the effectiveness of innovation schools had not significantly different from general schools before innovation school expansion but significantly improved in academic achievement and school satisfaction compared to general schools after the policy applied. On the other hand, the school effectiveness in creativity and sense of community not significantly different between innovation and general schools in both before and after. As time passes, the effectiveness of existing innovation schools in the academic achievement was improved and the school satisfaction was maintained. In addition, the effectiveness in satisfaction of the schools was improved as general schools with high effectiveness in academic achievement were transformed into innovation schools. Based on the results, the policy for innovation school expansion was evaluated and the issues related to this policy were discussed.

The effect of levels of open innovation activity on innovation performance: Focusing on the mediating effect of technology protection (개방형 혁신활동의 수준이 혁신성과에 미치는 영향: 기술보호의 매개효과를 중심으로)

  • Park, Yuan;Lee, DaYoung;Cho, KeunTae
    • Journal of Technology Innovation
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    • v.29 no.4
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    • pp.31-57
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    • 2021
  • This study explores the effect of open innovation activities on innovation performance by dividing into two dimensions of breadth and depth of open innovation activity, and it also verifies the mediating effect of technical protection between open innovation activities and innovation performance. In order to examine the hypothesis, it has surveyed 1,403 companies of manufacturing and service with experience in producing innovative results. The results find that the breadth of open innovation activities has a positive effect on the achievement of radical innovation, and the depth of open innovation activities brings a positive effect on the achievement of incremental innovation. The verification result of the mediating effect of technology protection indicates that partially mediated between the breadth of innovation activities and radical innovation activities, and in the case of the depth, it is completely mediated. The results of this study provide the crucial implications not only for the company promoting open innovation, but especially also for the companies promoting product innovation by acquiring technology.

Role of the Public Research Institutes in Regional Innovation System: the Case of Gwangju Institute of Science and Technology (지역 기술혁신에 대한 공공연구기관의 이해와 실천: 광주과학기술원 사례)

  • Lee Kong-Rae;Choi Ji-Sun
    • Journal of Korea Technology Innovation Society
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    • v.8 no.3
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    • pp.955-985
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    • 2005
  • This paper describes the evolutionary trajectory of the missions of public research institutes(PRIs) in Korea since 1960s and analyses the newly highlighted role of PRIs as the facilitators of regional innovation system, with questionnaire surveys and the case study of Gwangju Institute of Science and Technology(GIST). PRIs have played important roles in Korean rapid economic development by introducing and improving foreign high-technologies in 1970s and 1980s and by creating new advanced high-technologies in 1990s. In recent years, the functions as regional technology innovators have been considered important as regional innovation system has come to the center of discussion. According to the result of this study, Korean PRIs have recognized their roles relevant to regional innovation, such as developing the technologies of regional strategic industries and awakening regional innovative actors to a sense of research. Regardless of the functions as industrial technology suppliers, however, the bilateral networks between PRIs and regional industries are not revealed strong, whereas those with universities and other research institutes are relatively strong. In addition, the research cooperation of PRIs with regional innovative actors are different by where they are located. The case of GIST shows how a regional PRI operates, commercializes its academic achievement and encourages the regional transfer of the achievement systematically. Finally, this study draws some policy implications on developing regional PRIs.

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A Company Growth by the Dynamic Development Process of Technology -A Case Study on Hyundai Motor Company- (기술의 동태적 발전 과정을 통한 기업성장 -현대자동차 사례연구-)

  • 박종찬
    • Journal of Korea Technology Innovation Society
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    • v.4 no.1
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    • pp.32-48
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    • 2001
  • Many Korean companies have grown up through technology import, learning, development, innovation and export. This process is called as "the dynamic development process of technology". Among many companies which have grown up by way of this process, the Hyundai Motor Company has shown a very remarkable achievement in technological growth. In short, this paper deals with the growth of Korean companies in the view of the dynamic development process of technology. As a case study, the paper analyzes the Hyundai Motor Company.r Company.

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The Evolutionary Process of Daedeok Science Town and International Comparison - In the Perspective of Innovation Cluster (대덕연구단지의 발전과정 및 국제비교: - 혁신클러스터 관점에서 -)

  • 임덕순;김왕동;유정화
    • Journal of Korea Technology Innovation Society
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    • v.7 no.2
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    • pp.373-395
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    • 2004
  • In year 2003, the Daedeok Science Town(DST) has celebrated its 30 years of anniversary and achievement in science and technology development. However, there is a criticism that DST has not played its expected role in Korea's National Innovation System. Recognizing this criticism, the development of DST was evaluated in the perspective of innovation cluster. The research shows that DST has been following the downstream path of evolution - from S&T development to business development - and is in the early stage of R&D-driven Innovation Cluster. Not only the development factors of DST innovation cluster were identified but the DST was compared with other internationally recognized innovation clusters. Finally, it is suggested that the business related functions should receive due attention in innovation cluster policy.

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Individualized Consideration Leadership Behavior and Employee's Organizational Commitment: The Moderating Effect of Need-for-Achievement (개별배려적 리더십행위와 구성원의 조직몰입: 성취욕구의 조절효과에 관한 연구)

  • Suh Jung-Ha
    • Journal of Technology Innovation
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    • v.14 no.1
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    • pp.255-276
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    • 2006
  • This study aims to investigate hypotheses for the effects of leaders' individualized consideration leadership behaviors(Bass, 1985) and employee's organizational commitment. It is proposed that individualized consideration leadership behaviors will positively effect on employee's organizational commitment. And to understand the importance of followers' characteristics in recent leadership studies, it is also proposed that the follower's need for achievement(N-Arch) moderates in the relationship of individualized consideration leadership behaviors and organizational commitment. After descriptive survey, research model setup, and field survey, this empirical study investigated the above mentioned hypotheses thru SPSS for Windows 12.0. It involved linear regression analysis to reveal the significant main effect of the individualized consideration leadership behaviors. It also revealed moderating regression analysis to reveal the significant moderating effects of need for achievement between the independent variables(individualized consideration leadership behaviors) and dependent variable(the organizational commitment). Results revealed that leaders' individualized consideration leadership behaviors positively affected to its employee's organizational commitment(Hypothesis 1). And positive moderating effect of N-Arch was strongly supported between leader's individualized consideration leadership behaviors and follower's organizational commitment (Hypothesis 2).

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Management Innovation through Five S Practice in Small Business (5S를 통한 중소기업(中小企業)의 경영혁신(經營革新))

  • Park, Rho-Goog;Lee, Deok-Soo
    • Journal of Korean Society for Quality Management
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    • v.23 no.1
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    • pp.142-151
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    • 1995
  • Since management innovation has been practiced only in the large entrepreneur, its application to small business seems to be very difficult. However, if the participation of all employees was properly provided, management innovation could be applied to every size of business with no difficulty or problem. Management innovation can be simply defined as an innovation in consciousness of entire employee to achieve a new target within the short period. Management innovation is not easy indeed, but may be obtained through the regimentation of each member's manpower in the small business. Through the goal setting and proper steps for the goal, management innovation can be obtained. Five S movement may be one of the basic step in the achievement of management innovation. Several factors that can affect the management innovation were reviewed and applied to small business in this study. The purpose of the study is in the settlement of business culture by the application of business innovation.

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The Impact of the Government's R&D Support and the Introduction of Stock Options by Venture Companies on the Innovation Achievement of Venture Companies (정부의 R&D 지원과 벤처기업의 스톡옵션제도 활용이 벤처기업의 혁신성과에 미치는 영향)

  • Kim, Ho-hyun;Park, Hyung-jun
    • Journal of Venture Innovation
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    • v.7 no.1
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    • pp.17-39
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    • 2024
  • The purpose of this study was to analyze the effect of the government's R&D support and the use of stock options by venture companies on the innovation of venture companies, that is, innovation capabilities and innovation performance. An empirical analysis was conducted using the partial least squares structural equation modeling (PLS-SEM) method using the data from the detailed survey of venture companies conducted on domestic venture confirmation companies. As a result of the analysis, it was found that the benefit of government R&D support had a positive (+) effect on strengthening the innovation capabilities of venture companies, and R&D support also had a positive (+) effect on the innovation performance of venture companies. Next, it was found that the use of stock options by venture companies had a positive (+) effect on the reinforcement of the innovation capabilities of companies and a positive (+) effect on the innovation performance of venture companies. In addition, it was found that the innovation capabilities of venture companies significantly mediate between the government's R&D support and the use of stock options by venture companies and the innovation performance of companies. These analysis results show that the government's R&D support and the use of stock option systems can play a meaningful role in the innovation of venture companies, and also show that the innovation capabilities of venture companies have an important meaning in the process of innovation. Therefore, it is necessary to continue the stance of R&D support for ventures and at the same time to introduce multi-faceted policy measures to support corporate capacity building, and legal and institutional maintenance and policy support to revitalize the stock option system need to be continuously provided.