A structured approach to explore knowledge flows through technology-based business methods by integrating patent citation analysis and text mining

No, Hyun Joung; An, Yoonjung; Park, Yongtae

doi:10.1016/j.techfore.2014.04.007

Cited by 53 publications

(26 citation statements)

References 26 publications

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“…The division of knowledge flow has not yet been agreed upon. [32] analyzes and evaluates the effect of knowledge flow in networks from two dimensions: knowledge dissemination and transmission rates. Lin (2006) [33] uses the network knowledge map to divide knowledge flow into knowledge acquisition, externalization, storage, sharing, and innovation.…”

Section: The Influence Of Cooperative Culture On Governance Performanmentioning

confidence: 99%

A Sustainable Development Perspective on Cooperative Culture, Knowledge Flow, and Innovation Network Governance Performance

Sun

Wang

2019

Sustainability

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The contemporary sustainable development imperative sees enterprises seeking competitive advantages in innovation networks, the distinguishing features of which are continuous interaction and knowledge flow between participants. As an informal governance mechanism, cooperative culture influences the stability and durability of the members’ interactions. Knowledge flow is a core network activity that is highly dependent on the cultural environment. The purpose of this paper is to explore whether innovation governance performance is affected by cooperative culture and knowledge flow. How do they play an influential role? We use structural equation modeling (SEM) to analyze the linear relationships among the three variables: cooperative culture, knowledge flow, and governance performance. The results suggest that knowledge flow has a mediating effect on the relationship between cooperative culture and governance performance. We also use fuzzy set qualitative comparative analysis (fsQCA) to explore how cooperative culture and knowledge flow combined can influence governance performance. The results indicate that different combinations of cooperative culture and knowledge flow lead to different levels of governance performance, with two paths leading to high governance performance, which are fit creation-oriented and compatible sharing-oriented paths. These findings have significant implications for improving innovation governance performance and their sustainable development.

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Section: The Influence Of Cooperative Culture On Governance Performanmentioning

confidence: 99%

A Sustainable Development Perspective on Cooperative Culture, Knowledge Flow, and Innovation Network Governance Performance

Sun

Wang

2019

Sustainability

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“…Also, the data and information produced through the IoTs is used to generate knowledge that is ultimately employed to monitor and control business network operations. The companies that utilize the links between the IoTs and dynamic data and information processing capabilities (DIDPCs) achieve a better competitive advantage; they do so because their daily business operations become more agile as a result of these developments in their IT infrastructures (Christopher, 2000;Heisterberg and Verma, 2014;Lou et al, 2011;No et al, 2015). The significance of the IoTs and of its linkages with operational effectiveness, data, and informed decision making has been highlighted by key IT players.…”

Section: Introductionmentioning

confidence: 99%

“…More specifically, the linkages between the use of the IoTs and DIDPCs to generate knowledge suitable to improve operational agility have neither been effectively researched nor statistically estimated. Above all, the field is still devoid of clear theoretical bases (Bresciani et al, 2017;Cram and Newell, 2016;No et al, 2015;Teece, 2014a).…”

Section: Introductionmentioning

confidence: 99%

The Internet of Things, dynamic data and information processing capabilities, and operational agility

Akhtar

Khan

Tarba

et al. 2018

Technological Forecasting and Social Change

122

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Whilst there are promising links between the Internet of Things (IoTs), dynamic data and information processing capabilities (DDIPCs), and operational agility, scholars have not conducted enough empirical studies that offer convincing evidence for the use of the IoTs and relevant linkages. This study therefore examines the links between such constructs and provides managerial implications for contemporary data and information driven managers who adopt evidence-based decision making for better operational outcomes. The results obtained from structural equation modelling indicate that the use of the IoTs is the key determinant for operational agility and also plays a vital role in establishing DDIPCs that further reinforce it. Additionally, DDIPCs mediate the relationship between the use of the IoTs and operational agility. By persuasively building these links based on theoretical arguments and testing them by using a unique dataset, this study contributes to the deeper understanding of the mechanisms by which the use of the IoTs and DDIPCs strengthen operational agility.

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“…Jaffeused the sales revenue of each product category to measure the proximity of technology positioning among enterprises [26]. Kwon et al and No HJ et al proposed concepts such as similarity, proximity, and distance of industry or enterprise, which can be improved to compare technology development structures [27,28]. Caviggioli proposed a technical distance measurement indicator-a reverse concept of technical similarity, which combines International Patent Classification (IPC)1, International Patent Classification(IPC)3, and World Intellectual Property Organization (WIPO) technology categories [29].…”

Section: Literature Reviewmentioning

confidence: 99%

Sustainable Competitive Position of Mobile Communication Companies: Comprehensive Perspectives of Insiders and Outsiders

Wang

Szmedra

2019

Sustainability

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The identification of a sustainable competitive position in enterprises is a common concern of information science and sustainable development research. Achievement of sustainable competitive position and superior performance is the first priority of business organizations. However, the existing research focuses on technology competition and light market competition. The research proposes a comprehensive framework for identifying an enterprise's sustainable competitive position based on a two-dimensional perspective of insiders (enterprise self-positioning) and outsiders (public cognition), including enterprise technology competition identification based on technology proximity, and enterprise market competition identification based on URL co-occurrence analysis. Based on the patents collected using the Derwent Innovation Index (DII) and the URL data collected from the Internet, the sustainable competitive position of mobile communication companies is identified from two dimensions of insiders and outsiders. QAP (quadratic assignment procedure) correlation analysis shows that these two dimensions are complementary. The two-dimensional perspective is integrated to comprehensively analyze the sustainable competitive position of Huawei, and thus obtain valuable information. In order to achieve the sustainability of competitive position in the industry, mobile communication enterprises must improve their management level (marketing characteristics of management and low cost structure), and must also have the ability to break through the governance system (rigid characteristics of governance) in a timely manner, and gain the ability to create value for customers in the long run (enhancement of public cognition and public image, and customer loyalty). Meanwhile, the mobile communication industry is a typical network externality market. If the companies want to obtain a sustainable competitive position in the competitive landscape, they need to manage user's expectations, expand the foundation of users, achieve extensive cooperation and alliances with manufacturers of complementary products, and improve the quality and reputation of their brands.

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A structured approach to explore knowledge flows through technology-based business methods by integrating patent citation analysis and text mining

Cited by 53 publications

References 26 publications

A Sustainable Development Perspective on Cooperative Culture, Knowledge Flow, and Innovation Network Governance Performance

A Sustainable Development Perspective on Cooperative Culture, Knowledge Flow, and Innovation Network Governance Performance

The Internet of Things, dynamic data and information processing capabilities, and operational agility

Sustainable Competitive Position of Mobile Communication Companies: Comprehensive Perspectives of Insiders and Outsiders

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