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Co-citation and cluster analyses of extant literature on social networks

TLDR
This study collected studies on social-network-related topics that were published between January 1996 and December 2014, assembling a total of 2565 articles and 81,316 citations to elucidate the core topics relevant to social networks.
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This article is published in International Journal of Information Management.The article was published on 2017-10-01 and is currently open access. It has received 170 citations till now. The article focuses on the topics: Social network & Social network analysis.

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Artificial intelligence in marketing: Topic modeling, scientometric analysis, and research agenda

TL;DR: The scientometric analyses reveal key concepts, keyword co-occurrences, authorship networks, top research themes, landmark publications, and the evolution of the research field over time in terms of its dominant topics, diversity, evolution over time, and dynamics.
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Text mining of industry 4.0 job advertisements

TL;DR: A profile of Industry 4.0 job advertisements is developed using text mining on publicly available job advertisements, which are often used as a channel for collecting relevant information about the required knowledge and skills in rapid-changing industries.
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The relationships among community experience, community commitment, brand attitude, and purchase intention in social media

TL;DR: This study suggests that companies should strategically manage consumers’ SNS brand community experiences and commitment and shows that relationship-based experience has the largest impact on community commitment.
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Blockchain applications in management: A bibliometric analysis and literature review

TL;DR: In this paper, the use of blockchain in management has gained substantial recognition for its ability to induce transformation and innovation in existing business models and frameworks and consequently, the application of this technology to the management domain and its processes has attracted increasing interest from academia and industry.
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An integrated view of particularized trust in social commerce: An empirical investigation

TL;DR: It is demonstrated that trust disposition, quality-assured shared information, familiarity and endorsement by other members are four antecedents of particularizedTrust, and perceived similarity can strengthen the relationship between trust disposition and particularized trust.
References
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Journal ArticleDOI

The moderator–mediator variable distinction in social psychological research: Conceptual, strategic, and statistical considerations.

TL;DR: This article seeks to make theorists and researchers aware of the importance of not using the terms moderator and mediator interchangeably by carefully elaborating the many ways in which moderators and mediators differ, and delineates the conceptual and strategic implications of making use of such distinctions with regard to a wide range of phenomena.
Journal ArticleDOI

Evaluating Structural Equation Models with Unobservable Variables and Measurement Error

TL;DR: In this paper, the statistical tests used in the analysis of structural equation models with unobservable variables and measurement error are examined, and a drawback of the commonly applied chi square test, in additit...
Journal ArticleDOI

Common method biases in behavioral research: a critical review of the literature and recommended remedies.

TL;DR: The extent to which method biases influence behavioral research results is examined, potential sources of method biases are identified, the cognitive processes through which method bias influence responses to measures are discussed, the many different procedural and statistical techniques that can be used to control method biases is evaluated, and recommendations for how to select appropriate procedural and Statistical remedies are provided.
Book ChapterDOI

Firm Resources and Sustained Competitive Advantage

TL;DR: In this article, the authors examined the link between firm resources and sustained competitive advantage and analyzed the potential of several firm resources for generating sustained competitive advantages, including value, rareness, imitability, and substitutability.

Perceived Usefulness, Perceived Ease of Use, and User

TL;DR: Regression analyses suggest that perceived ease of use may actually be a causal antecdent to perceived usefulness, as opposed to a parallel, direct determinant of system usage.
Related Papers (5)
Frequently Asked Questions (15)
Q1. What have the authors contributed in "Co-citation and cluster analyses of extant literature on social networks" ?

Over one billion people are currently using social media such as social websites ( Facebook Newsroom 2015 ) ; consequently, numerous academic scholars have developed interest in studying the use of social media and social networks. In this study, the authors collected studies on social-network-related topics that were published between January 1996 and December 2014, assembling a total of 2,565 articles and 81,316 citations. Finally, the results of this study were further discussed to elucidate the core topics relevant to social networks. 

Future studies may collect more articles related to social networks from other databases to perform a trend analysis and explore the evolution of social network research. Future studies may consider different weights for articles published during different periods of time. New articles may have a possibility of being considered highly cited ( value ) articles. In future studies, scholars could extent the period of analysis and incorporate the aforementioned problems associated with processing journal data to investigate future changes and trends in the knowledge structure of social networks, thus further perfecting the core knowledge of social networks. 

SPSS statistical software was used to conduct relevant statistical analyses and to elaborate the core knowledge of research on social networks. 

They found that models of dynamical systems with small-world coupling display enhanced signal-propagation speed, computational power, and synchronizability. 

Current social network research mainly explores topics such as network user status, community relationships, and network centrality. 

fields such as medical innovation have also appeared in the field of social networks, indicating the richness, diversity, and importance of social network research to various academic fields. 

Because the number of social network users has steadily increased along with rapid technological development, the topic of social network evaluation has become an essential research orientation for current and future studies. 

Social network sites analyses utilize the use of the digital networks and related network-based information for understanding relationships among people, teams, departments, organizations, or markets (Ngai et al. 2015; Haynes et al. 2016). 

This study clustered the cocitation matrix, in which data were standardized to az-score, of the frequently cited documents into various groups, obtaining a total of seven clusters. 

Their results showed that the five core factors are trust, technology acceptance and technology application, e-commerce task-related application, e-markets, and identity and evaluation. 

Venkatesh et al. (2003) conducted four research processes: (a) reviewing user acceptance literature and discussing eight prominent models; (b) empirically comparing the eight models and their extensions; (c) formulating a unified model that integrated elements across the eight models; and (d) empirically validating the unified model. 

Granovetter also asserted that the extent of overlap in two people’s friendship networks is directly correlated with the strength of the relational tie between them. 

Ellison et al. (2007) studied the relationship between Facebook use and the formation and maintenance of social capital by assessing three types of social capital: bridging, bonding, and maintained social capital. 

Barney (1991) investigated the relationship between firm resources and sustained competitive advantages and verified four potential resources for creating such advantages: value, rareness, imitability, and substitutability. 

This analysis is a type of bibliometric method that allows quantifying the cocitation relationship between documents (Small 1973).