• Title/Summary/Keyword: data innovation

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The Effects of Learning Orientation on Self-Efficacy and Innovation Behaviors (학습지향성이 자기효능감과 혁신행동에 미치는 영향)

  • Hwang, Sang-Kyu
    • Journal of the Korea Safety Management & Science
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    • v.16 no.2
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    • pp.175-184
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    • 2014
  • This paper examines how learning orientation and self-efficacy contributed to explaining innovation behaviors. In order to verify the relationships and mediating effect, data were collected from 368 individuals in employees working in small and medium-sized firms at Gyeongnam region to test theoretical model and its hypotheses. All data collected from the survey were analyzed using with SPSS 18.0. This study reports findings as follows: first, the relationship between the learning orientation and the employee's self-efficacy is positively related. Second, there was also a positive correlation between the employee's self-efficacy and the innovation behaviors. Third, the relationship between the learning orientation and the innovation behaviors is positively related. Finally, the employee's self-efficacy played as a partial mediator on the relationship between learning orientation and innovation behaviors. Based on these findings, the implications and the limitations of the study were presented including some directions for future studies.

Distribution of BehavioralIntention: Analysis of Service Innovation, Corporate Image, and Customer Satisfaction

  • Kusuma SOYTHONG;Kittipol WISAENG
    • Journal of Distribution Science
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    • v.21 no.9
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    • pp.13-22
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    • 2023
  • Purpose: This study investigates the direct effect of service innovation and corporate image on distribution of behavioral intention and the mediating effect of customer satisfaction on these relationships. Research design, and methodology: The study was conducted through using a questionnaire as a research tool. The data were collected from 444 banking customers who used mobile banking services in Thailand. The data were analyzed through using the structural equation model (SEM). Results: The results demonstrated that service innovation and corporate image had a statistically significant effect on distribution of behavioral intention. Customer satisfaction did not mediate the relationship between service innovation and distribution of behavioral intention. On the other hand, it was found to mediate the link between corporate image and distribution of behavioral intention partially. Conclusions: These results emphasize the significance of strategic marketing practices in shaping customers' perceptions of organizational image, which can subsequently influence their satisfaction with the services. Furthermore, this study highlights the role of service innovation in creating perceived values for customers, leading to a positive attitude toward the services and a higher intention to use them.

Research Trends on Literature Reviews in Scopus Journals by Authors from Indonesia, Japan, South Korea, Vietnam, Singapore, and Malaysia: A Bibliometric Analysis from 2003 to 2022

  • Prakoso Bhairawa Putera;Amelya Gustina
    • Asian Journal of Innovation and Policy
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    • v.12 no.3
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    • pp.304-322
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    • 2023
  • Text data mining ('big data methods') is one of the most widely used approaches during the COVID-19 pandemic. In particular, text data mining on Scopus databases or Web of Science (WoS). Text data mining is widely used to collect literature for later bibliometric analysis, and in the end, it becomes a literature review article. Therefore, in this article, we reveal the trend of publication of literature reviews in Scopus journals from Indonesia, Japan, South Korea, Vietnam, Singapore, and Malaysia. This article describes two essential parts, namely 1) a comparison of international publication trends and subject area of literature review publications, and 2) a comparison of Top 5 for Authors, Affiliation, Source Title, and Collaboration Country.

부산과 독일 함부르크간 지역혁신체제 비교

  • 한성안
    • Journal of Technology Innovation
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    • v.9 no.2
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    • pp.34-55
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    • 2001
  • With increasing globalization, a proper policy for global inter-city networking strongly required, which presumes the study on the heterogeneity among regional innovation systems. While surveying the research results of the Evolutionary Economics, 1 stress that regional systems of innovation differ in technological capacities, industrial structures, institutional arrangements and socio-cultural features. 1 make the empirical investigation based on the data of Busan and Hamburg, making clear the regional specificities among regional innovation systems. The results show that regional systems of innovation in Busan and Hamburg are quitely asymmetric. They suggest also the limitation of neo-classical assumption on the ‘homogeneous production function’ and that policy-makers in regions should make the policy for ‘global inter-cities networking’, based on perspectives of regional heterogeneity.

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Application Analysis of Smart Tourism Management Model under the Background of Big Data and IOT

  • Gangmin Weng;Jingyu Zhang
    • Journal of Information Processing Systems
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    • v.19 no.3
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    • pp.347-354
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    • 2023
  • The rapid development of information technology has accelerated the application of big data and the Internet of Things in various industries. Big data has a great potential in the development of smart tourism. With the help of innovation in emerging technologies such as big data and Internet of Things, smart tourism has a better possibility to surpass traditional tourism. Therefore, this article provides a theoretical support to this process. It has explored the innovative management model of big data and IoT in smart tourism and evaluate their effects on promoting tourism. It offers a reference for the integration and innovation of the tourism theory system. Before big data technology, the development of Internet boosted online tourism. However, tourism marketing is still inefficient due to a lack of understanding about tourists. After many practical explorations of big data technology, tourism websites begin to adopt big data technology in their daily operations. With the changes in tourists' preferences and needs, further innovation and research are needed to help smart tourism keep up with the changes in the market and create more competitive products and services. Innovation serves as the driving force for enterprises to occupy the market and develop.

Mediating effect of appropriation between non-technical innovation and business performance (비 기술혁신과 기업의 경영성과 사이에서 전유성의 매개효과)

  • Choi, Jin
    • Journal of Industrial Convergence
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    • v.18 no.5
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    • pp.14-22
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    • 2020
  • In this study, in addition to non-technical innovation activities such as organizational innovation and marketing innovation, the purpose of this study was to verify through empirical analysis what mechanism appropriation affects the business performance of a company. Data were collected from the 2018 Korean Business Innovation Survey: Manufacturing Sector and used as analysis data. As a result of the analysis, it was verified through empirical analysis that non-technical innovation improves management performance, appropriability is affected by non-technical innovation, and acts as a mediating factor between management performance. Through this empirical analysis, it was derived that considering appropriation along with non-technical innovation on the recently studied non-technical innovation can be a meaningful study, and since securing such appropriation is an important factor in determining the business performance of a company. Companies need insight into the strategic use of technology protection measures to secure appropriation. As a limitation, it was limited to studies that verify that it has a mediating effect of non-technical innovation and appropriation, and it is considered that it is possible to develop a study that affects the management performance of a company through more various verification methods for future studies.

How does Product Innovation Enhance Firm Performance?: The Moderating Role of Process Innovation, Organizational Innovation and Marketing Innovation (기업의 재무적 성과 향상을 위한 제품혁신 메커니즘 분석: 공정혁신, 조직혁신, 마케팅혁신의 조절효과를 중심으로)

  • Oh, Shin-Ho;Han, Sang-Yun;Bae, Sung Joo
    • Journal of Korea Technology Innovation Society
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    • v.16 no.4
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    • pp.1006-1031
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    • 2013
  • This study investigates the extent to which product innovation is associated with firm performance, and how this effect is moderated by other type of innovation efforts. Empirical analysis is conducted (1) to determine the effect of product innovation on firm performance; (2) to explore the moderating effect that process innovation, organizational innovation and marketing innovation activities each has on the relationship between product innovation and firm performance. The analytical sample comprises a total of 816 Korean manufacturing firms from the 2010 KIS (Korean Innovation Survey) data and merged with financial data from KIS Info for acquiring the objectivity. The results show that product innovation is positively associated with a firm performance. Product innovation when combined with higher levels of process, organizational and marketing innovation activities resulted in higher firm performance. The results suggest that product innovation is a decisive factor of firm performance. More importantly, process, organizational and marketing innovation activities support product innovation and thus impact firm performance indirectly. In addition, this study examines the effect of innovation activities on firm performance by different firm size and R&D intensity, thereby further improving the details of this study.

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The Effects of the Co-innovation with Suppliers through IT on the Product and Process Innovations in Manufacturing Firms (정보 기술을 이용한 공급 기업과의 공동 혁신이 제조기업 제품 및 과정 혁신에 미치는 영향)

  • Choe, Jong-Min
    • The Journal of Information Systems
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    • v.27 no.1
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    • pp.111-131
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    • 2018
  • Purpose This study empirically investigated the impact of information technology(IT) capability on the co-innovation with suppliers and the effects of the co-innovation with suppliers on the product and process innovations in manufacturing firms. We demonstrated that IT promotes innovations trough the sharing of knowledge with suppliers. Design/methodology/approach The empirical data were collected through post-survey. 97 valid survey data were finally collected. With a multiple-regression analysis, we confirmed the influence relationships among critical variables. Findings In the empirical results, it was found that IT integration positively and significantly influences the amount of inter-organizational information exchange with suppliers. The results showed that the inter-organizational information flow with suppliers has a positive and significant impact on the inter-organizational learning with suppliers. It was also observed that the inter-organizational learning with suppliers facilitates and promotes the co-innovation with suppliers. From these results, it is concluded that the co-innovation with suppliers is activated through the knowledge transfer or sharing caused by an inter-organizational information flow or learning. Finally, the positive effects of the co-innovation with suppliers on the product and process innovations were empirically confirmed. Thus, it is suggested that IT capability influences innovations through the co-innovation with suppliers caused by an inter-organizational information flow.

The Impact of Market Orientation Indices, Marketing Innovation, and Competitive Advantages on the Business Performance in Distributer Enterprises

  • Javanmard, Habibollah;Hasani, Hoda
    • The Journal of Industrial Distribution & Business
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    • v.8 no.1
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    • pp.23-31
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    • 2017
  • Purpose - Market orientation is a key factor for business performance in today's fluctuating conditions. This study investigates whether the employment of innovation can improve the innovative capability and increase the performance by gaining competitive advantages or not. Therefore, this study aims to investigate the effects of market orientation on the performance of small and medium size distributer enterprises (SMDEs) in Iran. Research design, data, and methodology - Customer orientation, Competitor orientation, and Inter-functional coordination have been regarded as market orientation indices to determine the effects of these indices on marketing innovation, gaining competitive advantages, and companies' performance as well. Data were collected from managers and experts in SMDEs in Iran. The structural equations modeling are used for analysis. Results - The results indicated that marketing innovation has been improved in competitive companies that enjoyed a high level of Inter-functional coordination among the various units. Besides, marketing innovation resulted in gaining competitive advantages regarding cost management, concentration, and differentiation in these companies. In addition, it was observed that SMDEs that obtain competitive advantages are equipped to reap superior performance. Conclusions - With cost management, differentiation and concentration are more likely to enhance the enterprise efficiency and effectiveness than other companies. Additionally, competitiveness, inter-functional coordination, and marketing innovation in SMDEs have a positive impact on marketing innovation.

The Impact of Non-technological Innovation on the Performance of Product Innovation (비기술적 혁신이 제품혁신의 성과에 미치는 영향 분석)

  • Mun, Sung-Bae
    • Journal of Korea Technology Innovation Society
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    • v.21 no.1
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    • pp.331-353
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    • 2018
  • Using data from 2008 and 2010 Korean Innovation Survey, this study estimates the impacts of non-technological innovation activities on the performance of technological innovation. The study estimates the effects of the two types of innovation, organizational innovation and marketing innovation. The estimation results suggest that both organizational and marketing innovations are closely related to the success of innovative products. In particular, non-technological innovation has significant positive impacts on the share of sales with market novelties. Among individual practices in organizational innovation, only the introduction of new business practices contributes positively to the sales of innovative products. In case of marketing innovation, new marketing methods in product design, product promotion and pricing increase the share of sales from new products.