• Title/Summary/Keyword: Manufacturing Innovation

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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R&D, job training and training, and market research increases the project achievement most for the replacement of outdated products.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.

Determinants and Complementarities of the Technological Innovation Protection Mechanisms of Korean Manufacturing Firms (한국 제조기업의 기술혁신보호방법 결정요인과 상호보완성)

  • Yu, Kyung-Jin;Hong, Soon-Ki
    • Korean Management Science Review
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    • v.28 no.3
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    • pp.31-45
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    • 2011
  • This study aims to analyze determinants and complementarities of the technological innovation protection mechanisms of Korean manufacturing firms. The results of the inter-industry comparison show that there are differentiations of the determinants among industries. Independence between legal and strategic protection mechanisms is found in the high technology industry, whereas complementarities exist between them in the low technology industry. It implies that the firms should take into account their endogenous and exogenous factors to choose appropriate combinations of the mechanisms when they build up their innovation protection strategies. This study expects to contribute to establishing technological innovation protection strategies in manufacturing industry.

The relationship between innovation and performance of Korean manufacturing firms: evidence from KIS2002 (기술혁신과 기업생산성과의 관계 실증연구)

  • 한상연;오인하;이정동
    • Proceedings of the Technology Innovation Conference
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    • 2006.02a
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    • pp.44-77
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    • 2006
  • The technological innovation has been recognized critical factors of productivity of firms and key contribution of improvement of firm performance for a long time. Many researchers have investigated the relationship between R&D investment or patents as a proxy of innovation and productivity. But there were some problem such as lacking of data and ambiguity of innovation definition. So, previous literatures have some difficulty in reliability of analysis for using only survey data. And investigating the relationship R&D and other factors is very difficult. Therefore, this paper tries to investigate and analysis the relationship between innovation and performance of Korean manufacturing firms. Using KIS2002(Korean Innovation survey 2002) which was based on Oslo manual in 2002 and financial data of firms (KISINFO), I will intend to establish the reliability of multiple analysis. In detail, I will investigate whether the innovation input have effect on the innovation output, whether the innovation output have effect on productivity for heterogeneity and what factor of innovation environment have effect on the innovation itself.

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A Human-Centric Approach for Smart Manufacturing Adoption: An Empirical Study

  • Ying PAN;Aidi AHMI;Raja Haslinda RAJA MOHD ALI
    • Journal of Distribution Science
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    • v.22 no.1
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    • pp.37-46
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    • 2024
  • Purpose: This study aims to address the overlooked micro-level aspects within Smart Manufacturing (SM) research, rectifying the misalignment in manufacturing firms' estimation of their technological adoption capabilities. Drawing upon the Social-Technical Systems (STS) theory, this paper utilises innovation capability as a mediating variable, constructing a human-centric organizational model to bridge this research gap. Research design, data and methodology: This study collected data from 233 Chinese manufacturing firms via online questionnaires. Introducing innovation capability as a mediating variable, it investigates the impact of social-technical system dimensions (work design, social subsystems, and technical subsystems) on SM adoption willingness. Smart PLS 4.0 was employed for data analysis, and Structural Equation Modelling (SEM) validated the theoretical model's assumptions. Results: In direct relationships, social subsystems, technical subsystems, and work design positively influence firms' innovation capabilities, which, in turn, positively impact SM adoption. However, innovation capability does not mediate the relationship between technical subsystems and SM adoption. Conclusions: This study focuses on the internal micro-level of organisational employees, constructing a human-centric framework that emphasises the interaction between organisations and technology. The study fills empirical gaps in Smart Manufacturing adoption, providing organisations with a means to examine the integration of employees and the organisational social-technical system.

R&d Activities, Consumer-orientedness, and Innovation in Manufacturing Industries of Korea (제조기업의 연구개발활동과 소비자지향성이 기술혁신에 미치는 영향)

  • Song, Chi-Ung;Oh, Wan-Keun
    • Journal of Korea Technology Innovation Society
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    • v.13 no.1
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    • pp.124-139
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    • 2010
  • This study analyzes determinants of innovation in Korea manufacturing industries from 2005 to 2007. In order to do this, we use raw data from 'Korea Innovation Survey 2008: Manufacturing Sector' conducted by STEPI, and also collect financial statement data from Korea Investors Service. As an analytical method for the empirical test, we utilize Probit model. Empirical results show that firm size and market concentration have positive relationship with firm's innovation activities. These support the ‘Schumpeterian hypothesis’. This would be the most distinguished feature of this study compared to previous literatures.Our study also shows that R&D personnel ratio, R&D intensity, and advertising intensity have positive effects on firms' innovation. Thus, we can say that R&D activities and consumer orientation are the main determinants of innovation. However, profit ratio and growth rate do not have any statistically significant effect on firms' innovation.

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An Empirical Study of Organizational Innovation Practice in Electronic and Electrical Industry in the Greater Pearl River Delta (GPRD)

  • Wong, Shui Yee;Chin, Kwai Sang
    • International Journal of Quality Innovation
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    • v.7 no.2
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    • pp.50-68
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    • 2006
  • Innovation fuels organizations evolving them to withstand rapid changes in markets and challenges from competition. While diversified concepts of innovation are examined, a generic framework for managing organizational innovation is established to portray the notion in a methodical approach. Substantiation of the determinants for organizational innovation is carried out in order to examine the framework against the practical situation. Subsequently, expectations and actual accomplishments of the determinants for organizational innovation from the industry are determined so as to understand the industrial view towards the framework. This paper summarizes the empirical findings of a survey of organizational innovation with a sample of 208 electronic and electrical manufacturing companies in the Greater Pearl River Delta (GPRD), China. On one hand, the survey findings confirm the readiness of the generic framework from the practical perspective of the industry. On the other hand, rankings are obtained for the expected importance and company accomplishment of the determinants for organizational innovation, namely in the areas of management leadership and commitment, employee capability and attitude and strategy development for innovation. The improvement area is also verified by the shortcomings of the expectation in comparison to the company accomplishment in each determinant. Meanwhile, it is believed that a directional attitude towards the determinants can facilitate the accomplishment of the determinants of organizational innovation. Further results will be generated from a more in-depth analysis of variables. The confirmed framework will be further developed into an assessment system for organizational innovation with the support of best practices in each determinant.

A Study on the Strategic Selection of Competitive Priorities and Business Performance through Product Innovation in the Korean Manufacturing Industry (제품혁신을 통한 경쟁우선순위의 전략적 선택과 성과에 관한 연구)

  • Kim, Do-Hoon;Choi, Jong-Yeol
    • Journal of Korea Technology Innovation Society
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    • v.14 no.1
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    • pp.139-156
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    • 2011
  • This study is aimed to analyze the effectiveness of competitive priorities by product innovation and estimate the relationship between competitive priorities and business performances in the Korean manufacturing industry. It is expected that results of the study would provide useful managerial implications to the selection of effective competitive priorities of the manufacturing firms. Analytical results showed that the product innovation would enhance the effectiveness of competitive priorities. In addition, elements of competitive priorities that significantly affect to business performances were shown to be different by sectoral type in the manufacturing industry.

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A Study on the Determinants of IP Protection of Innovation Results in Korean Manufacturing Sector (한국 제조업의 기술혁신성과 보호전략 결정요인에 대한 연구: 지적재산권 보호를 중심으로)

  • Park, Gyu-Ho
    • Journal of Technology Innovation
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    • v.14 no.3
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    • pp.1-21
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    • 2006
  • The explosion in creation and utilization of IP including Patent since 1980s has been regarded as typical trend affecting the environment for technological innovation. Korea also has shown massive creation of IP. These stimulate the focused interest on the effectiveness of IP for protecting the innovation output. We try to analyze the determinants of this effectiveness in Korean manufacturing sector in terms of the charactenstics of firm's innovation strategy. It is shown that, for protection for product innovation, as being larger, and as having made innovation, the IP protection is regarded as effective, and firms making cooperative R&D have a higher possibility of using IP protection. And larger firms give a higher recognition to effectiveness of IP protection irrespective of the types of innovation such as product innovation and process innovation.

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The Impact of Innovation Capability of SMEs Companies on Corporate Performance : Focusing on the Mediating Effect of Competitive Advantage (중소기업의 혁신역량이 기업성과에 미치는 영향 : 경쟁우위의 매개효과를 중심으로)

  • Kim, Jong Heon;Koo, Il Seob
    • Journal of the Korea Safety Management & Science
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    • v.22 no.1
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    • pp.51-59
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    • 2020
  • The importance of innovative capability, the driving force behind innovation as a company's intangible resources, is increasing. In general, companies with high innovation capability are more likely to be successful in innovation, which can be expected to have a positive impact on corporate performance. The innovation capacity of SMEs considered in this study is R&D capability and manufacturing capability. The reason for this is that not only the continuous efforts to strengthen the competitiveness of SMEs are focused on stabilizing manufacturing capability, but also considering the situation in which governmental support for SMEs' R&D capability has been actively developed. This study examines whether R&D capability and manufacturing capability have a significant influence on corporate performance and securing competitive advantage, and analyzes whether competitive advantage acts as a mediator between innovation capability and corporate performance through regression analysis. SPSS 23.0 software was used for the empirical analysis of the data obtained through the survey. The research results are as follows. First, both R&D and manufacturing capabilities of SMEs were found to have a significant positive effect on corporate performance. Second, manufacturing capability had a significant effect on securing competitive advantage of SMEs, but R&D capability was not significant. Third, the competitive advantage of SMEs was found to play a mediating role between manufacturing capability and corporate performance.