• 아태비즈니스연구
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• 제11권3호
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• pp.47-61
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• 2020

Purpose - This study investigates the relationship between firm-specific, general human capital and corporate innovation performance. Also, we examine when this relationship is more salient. Design/methodology/approach - We collected 1,195 survey data related to a sample of corporate innovation performance and human capital from 1) Korea Research for Vocational Education and Training and 2) NICE information service in Korea. In order to examine the corporate innovation performance, we use the ordered logit model. Findings - First, we find robust supports for our hypothesis that firm-specific and general human capital increase corporate innovation performance. Second, the effect of general human capital on corporate innovation performance is stronger when this relationship is combined with the firm international experience. Research implications or Originality - By integrating the human capital theory and corporate innovation literature, we propose that firm-specific and general human capital are the important determinant of innovation performance. The firm-specific human capital may increase innovation efficiencies. Also, retaining higher-quality general human capital is considered as an important innovation strategy since firms with higher-quality general human capital make greater innovation performance. Further, we show that the firm international experience is the crucial boundary condition. As a firm's experience in internationalization increases, firms can enhance the opportunities to develop new products by combining the skills and knowledge derived from general human capital with the experience gained through internationalization.

• 아태비즈니스연구
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• 제7권2호
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• pp.77-92
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• 2016

The purpose of this study is to examine the effect of CEO's entrepreneurial orientation on innovation performance and business performance, and the mediating effect of innovation performance on the relationship between entrepreneurial orientation and business performance in small and medium-sized venture-enterprises (SMEs). To test the hypothesized relationships, we have conducted a survey of Korean SMEs. After excluding unanswered and untrustful item questionnaires, the final sample size for this study is 110 SMEs. The major findings of the empirical research are as follows. First, CEO's entrepreneurial orientation had apositive influence on innovation performance of a firm. Second, CEO's entrepreneurial orientation was positively related to business performance of a firm. Third, innovation performance had the partial mediating effect on the relationship between CEO's entrepreneurial orientation and business performance of a firm. That is, this result indicates that CEO's entrepreneurial orientation indirectly effects on business performance through innovation performance. Based on these findings, implications of the research findings are discussed, and recommendation for future research are provided.

• 경영과정보연구
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• 제34권2호
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• pp.21-37
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• 2015

오늘날처럼 경영환경의 불확실성이 주는 제약과 위협요인을 슬기롭게 극복하기 위한 방안으로 경영자의 기업가 정신과 혁신이 강조되고 있다. 환경 불확실성이 높을수록 기업은 환경에 적합한 변화가 요구되며, 이러한 변화를 위해서는 기업가 정신과 혁신이 요구되기 때문이다. 이에 본 연구는 기업가 정신, 기술혁신, 혁신성과의 구조적 관계를 연구모형으로 제시하고, 중소기업을 대상으로 자료를 수집하여 실증적으로 분석하였다. 실증분석 결과 기업가 정신은 기술혁신에, 기술혁신은 혁신성과에 긍정적인 영향을 주는 인과관계가 유의하게 나타났다. 또한 기업가 정신이 혁신성과에 영향을 주는 관계는 유의하지 않고 기술혁신을 통해 혁신성과에 영향을 주는 기술혁신의 매개효과가 통계적으로 유의하였다. 이를 통해 기업가 정신은 기술혁신과 같은 혁신활동을 통해 기업의 성과로 이러진다는 사실을 발견하였다. 본 연구에서는 기업가 정신과 기술혁신의 필요성을 강조하였고, 기업가 정신은 기술혁신과 같은 경영활동으로의 내재화를 통해 성과로 이어진다는 것을 시사점으로 제안하였다.

• 한국기술혁신학회:학술대회논문집
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• 한국기술혁신학회 2017년도 춘계학술대회 논문집
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• pp.357-391
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• 2017

In this study, we suggest a new perspective on the linkage between alliance portfolio diversity and innovation performance based on a contingency approach. Using a longitudinal data set on alliance portfolios and patents of 182 firms in the U.S. manufacturing industries, we examined that alliance portfolio diversity has a U-shaped relationship with firm-level innovation. Internal value creation capabilities in terms of routine and ability are found to moderate the relationship between alliance portfolio diversity and innovation performance: Organizational search routine strengthens the relationship of alliance portfolio diversity and innovation performance while technological capabilities weaken and flip the relationship.

• 한국의류산업학회지
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• 제11권3호
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• pp.383-389
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• 2009

The purposes of this study were to investigate the level of technological collaboration and technological innovation, and to analyze the effects of these variables on performance of textile and clothing companies. The data were collected from participants of Preview in Daegu Exhibition and Seoul Fashion Sourcing Fair as well as a panel on the Research Institute. The results showed that the numbers of technological collaboration and technological innovation were relatively low but the level of technological collaboration was slightly high. The regression analyses indicated that technological collaboration had a significant effect but technological innovation didn't have a significant effect on company performance. However, these two variables had significant effects on innovation performance.

• 디지털산업정보학회논문지
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• 제6권4호
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• pp.267-278
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• 2010

The study has following objectives: First, an objective of this studies proves relations between a entrepreneurship and an innovation performance. Second, in innovation performance relationships of social capital this studies proves a mediating effects of a social capitall through theory study, an empirical analysis. In accordance with results of a hypothesis verification, first, a entrepreneurship affects positively a innovation performanc. Second, in accordance with analysis results of a social capital, an entrepreneurship, a innovation performance verified a mediating effects of a social capital. This results mean that the more a social capital an organization has among members, the higher an innovation performance.

• 한국정보시스템학회지:정보시스템연구
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• 제30권4호
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• pp.247-275
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• 2021

Purpose This study attempted to predict corporate innovation and business performance using ensemble learning. Design/methodology/approach The ensemble techniques uses weak learning to create robust learning, which combines several weak models to derive improved performance. In this study, XGboost, LightGBM, and Catboost were used among ensemble techniques. It was compared and evaluated with traditional machine learning methods. Findings The summary of the research results is as follows. First, the type of innovation is expanding from technical innovation to non-technical areas. Second, it was confirmed that LightGBM performed best for radical innovation prediction, and XGboost performed best for incremental innovation prediction. Third, Catboost performed best for firm performance prediction. Although there was no significant difference in predictive power between ensemble techniques, we found that comparative analysis was necessary to confirm better prediction performance.

• 한국콘텐츠학회논문지
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• 제22권3호
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• pp.331-342
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• 2022

오늘날 중소제조기업의 경영환경은 급격한 기술변화의 속도로 인하여, 제품수명 주기가 점점 짧아지는 추세이다. 이에 본 연구에서는 CEO유형과 기술혁신역량이 기술혁신성과를 매개로 하여 경영성과에 미치는 영향력을 파악하기 위해 실증조사하였다. 연구의 대상은 동남권 중소제조기업 임원급 이상을 중심으로 설문조사를 실시하였으며, 연구결과는 다음과 같다. 전체적으로 살펴보면 중소제조기업의 CEO유형과 기술혁신역량이 기술혁신성과와 경영성과 간의 구조적 인과관계는 상호상관성을 갖고 유의적인 영향력을 갖는 관계임을 실증해 주었다. 이러한 결과는 CEO유형에 따른 기술혁신역량이 경영성과에 미치는 영향에 있어서 기술혁신성과가 병행되면 더 높은 성과를 달성할 수 있다. 이와같이 중소기업은 우수한 기술발굴과 역량을 갖추기 위한 다양한 혁신활동의 필요성을 제기하고, 기업의 기술경쟁력 향상에 노력하여야 한다는 발전방향을 제시하고자 한다.

• 기술혁신학회지
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• 제15권3호
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• pp.627-648
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• 2012

본 연구에서는 혁신저항관리활동 요소에 대하여 알아보고, 이러한 혁신저항관리활동이 기술혁신활동 및 혁신성과에 어떠한 영향을 미치는가를 알아보고자 한다. 선행연구를 바탕으로 혁신저항관리활동으로는 구성원의 참여, 체계적 제도, 원활한 의사소통, 경영관리 등 총 4가지 요소가 있음을 확인하였을 뿐만 아니라 독립변수와 종속변수 측정항목을 개발하였다. 그리고 300개 제조업자를 대상으로 설문조사를 시행하여 분석자료를 확보하였다. 구조방정식모델 분석결과 혁신저항관리활동의 하위변수인 구성원의 참여, 체계적 제도, 경영관리는 기술혁신활동에 긍정적 영향을 미치고 있으나, 원활한 의사소통은 유의미한 영향을 미치지 않는 것으로 나타났다. 또한 혁신저항관리활동(구성원의 참여, 체계적인 제도, 원활한 의사소통, 경영관리)은 혁신성과에 긍정적 영향을 미치고 있다. 마지막으로 기술혁신활동은 혁신성과에 긍정적 영향을 미치고 있음을 알 수 있다. 따라서 기업이 높은 혁신성과를 위해서는 혁신저항 관리활동을 적절히 수행할 필요가 있다.

• 산업경영시스템학회지
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• 제45권1호
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• pp.20-30
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• 2022

In this study, in order to confirm the relationship between technical innovation competence and corporate performance, the effect of technical innovation competence of small and medium-sized manufacturing companies on corporate performance was identified, and entrepreneurship, which plays a role as a driving force in triggering technical innovation competence, was analyzed to determine whether there is a mediating effect between them. To conduct the research, first, the research model was established by examining previous studies on technical innovation competence, entrepreneurship, and corporate performance. Second, an on-line and offline survey was conducted for employees in companies after constructing a questionnaire that can verify the hypothesis suitable for the research model. Third, the hypothesis was verified by performing validity and reliability analysis, correlation analysis, and regression analysis using a statistical program. Results of this study, first, it was found that R&D competence and technology innovation system, which are elements of technical innovation competence, had a significant effect on financial performance, and technology innovation system and technology accumulation capacity, had a significant effect on non-financial performance. Second, it was analyzed that entrepreneurship has a mediating effect in both R&D capability, technological innovation system and technology accumulation capability, which are elements of technical innovation capability, and financial and non-financial performance, elements of corporate performance.