Social network analysis of spreading and exchanging information on Twitter: the case of an agricultural research and education centre in Mexico

IF 2.9 4区 教育学 Q1 EDUCATION & EDUCATIONAL RESEARCH Journal of Agricultural Education & Extension Pub Date : 2021-04-20 DOI:10.1080/1389224X.2021.1915829
Norman Aguilar-Gallegos, L. Klerkx, Leticia Elizabeth Romero-García, Enrique Genaro Martínez-González, Jorge Aguilar-Ávila
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引用次数: 15

Abstract

ABSTRACT Purpose – This paper aims to contribute to deepening insights on social media in agricultural research by presenting a case study on how a research and education centre in Mexico connected, communicated, and interacted in a research and education community on Twitter. Design/methodology/approach – By using a Social Network Analysis (SNA) approach, 1585 tweets were analysed. The data was gathered using NodeXL. Afterwards, SNA was performed through the igraph R package. Findings – The dynamic of virtual interaction around an agricultural research and education centre shows that different roles are needed to connect and foster the interaction on Twitter, as well as to spread information broader. While some accounts are functioning as creators of information, others act as consumers and diffusers of it, and a few more accounts play both roles. Practical Implications – To increase the size and strengthen the interaction of a network on Twitter, it is advisable to have the support of other accounts and to promote its use among potential users. This requires capabilities to develop a social media strategy and pro-actively engage new followers. Theoretical Implications – Through a SNA approach, it is possible to understand better the functions of weak and strong ties in virtual settings, i.e. the former to extend the network, and the latter to strengthen it. These ties can enhance information dissemination and enable exchanges on social media. Originality/value – This paper applies SNA as a theoretical and methodological framework to demonstrate that the interactions among users are different when a whole network is analysed, and when it is divided into the mentions and retweets networks. By doing this, hidden patterns are revealed.
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在Twitter上传播和交换信息的社会网络分析:以墨西哥农业研究和教育中心为例
摘要目的-本文旨在通过介绍墨西哥的一个研究和教育中心如何在Twitter上的一个研究和教育社区中联系、交流和互动的案例研究,加深对社会媒体在农业研究中的见解。设计/方法/方法-通过使用社交网络分析(SNA)方法,分析了1585条推文。使用NodeXL收集数据。之后,通过igraph R包进行SNA。研究结果-围绕农业研究和教育中心的虚拟互动动态表明,需要不同的角色来连接和促进Twitter上的互动,以及更广泛地传播信息。一些账号是信息的创造者,另一些则是信息的消费者和传播者,还有一些账号同时扮演着这两种角色。实际意义——为了扩大Twitter上网络的规模和加强互动,建议获得其他账户的支持,并在潜在用户中推广其使用。这就要求你有能力制定社交媒体策略,并积极吸引新的关注者。理论含义-通过SNA方法,可以更好地理解虚拟环境中弱关系和强关系的功能,即前者用于扩展网络,后者用于加强网络。这些联系可以加强信息传播,促进社交媒体上的交流。原创性/价值-本文应用SNA作为理论和方法框架来证明,当整个网络被分析时,用户之间的交互是不同的,当它被划分为提及和转发网络时。通过这样做,隐藏的模式被揭示出来。
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来源期刊
CiteScore
5.00
自引率
28.60%
发文量
30
期刊介绍: The Journal of Agricultural Education & Extension is published to inform experts who do or use research on agricultural education and extension about research conducted in this field worldwide. Information about this research is needed to improve policies, strategies, methods and practices for agricultural education and extension. The Journal of Agricultural Education & Extension accepts authorative and well-referenced scientific articles within the field of agricultural education and extension after a double-blind peer review process. Agricultural education and extension faces profound change, and therefore its core area of attention is moving towards communication, competence development and performance improvement for a wide variety of fields and audiences, most of which can be studied from a multi-disciplinary perspective, including: -Communication for Development- Competence Management and Development- Corporate Social Responsibility and Human Resource Development- Design and Implementation of Competence–based Education- Environmental and Natural Resource Management- Entrepreneurship and Learning- Facilitating Multiple-Stakeholder Processes- Health and Society- Innovation of Agricultural-Technical Education- Innovation Systems and Learning- Integrated Rural Development- Interdisciplinary and Social Learning- Learning, Conflict and Decision Making- Poverty Reduction- Performance Improvement- Sustainable Agricultural Production
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