Understanding the Emotional Intelligence Discourse on Social Media: Insights from the Analysis of Twitter

被引:8
作者
Shankar, Shardul [1 ]
Tewari, Vijayshri [1 ]
机构
[1] Indian Inst Informat Technol, Dept Management Studies, Allahabad 211015, Uttar Pradesh, India
关键词
emotional intelligence; Twitter; social media; emotional analysis; sentiment analysis; network analytics; SENTIMENT ANALYSIS; FACEBOOK; EVENTS;
D O I
10.3390/jintelligence9040056
中图分类号
B84 [心理学];
学科分类号
04 ; 0402 ;
摘要
Social networks have created an information diffusion corpus that provides users with an environment where they can express their views, form a community, and discuss topics of similar or dissimilar interests. Even though there has been an increasingly rising demand for conducting an emotional analysis of the users on social media platforms, the field of emotional intelligence (EI) has been rather slow in exploiting the enormous potential that social media can play in the research and practice of the framework. This study, thus, tried to examine the role that the microblogging platform Twitter plays in enhancing the understanding of the EI community by building on the Twitter Analytics framework of Natural Language Processing to further develop the insights of EI research and practice. An analysis was conducted on 53,361 tweets extracted using the hashtag emotional intelligence through descriptive analytics (DA), content analytics (CA), and network analytics (NA). The findings indicated that emotional intelligence tweets are used mostly by speakers, psychologists (or other medical professionals), and business organizations, among others. They use it for information dissemination, communication with stakeholders, and hiring. These tweets carry strong positive sentiments and sparse connectedness. The findings present insights into the use of social media for understanding emotional intelligence.
引用
收藏
页数:17
相关论文
共 50 条
[31]   Deconstructing Social Media: An Analysis of Twitter and Facebook Use in the Publishing Industry [J].
Criswell, Jamie ;
Canty, Nick .
PUBLISHING RESEARCH QUARTERLY, 2014, 30 (04) :352-376
[32]   Understanding Environmental Posts: Sentiment and Emotion Analysis of Social Media Data [J].
Amangeldi, Daniyar ;
Usmanova, Aida ;
Shamoi, Pakizar .
IEEE ACCESS, 2024, 12 :33504-33523
[33]   Motivations for Social Media Use as Mediators in the Relationship Between Emotional Intelligence and Social Media Addiction [J].
Jarrar, Yosra ;
Awobamise, Ayodeji ;
Nweke, Gabriel E. ;
Tamim, Khaled .
ONLINE JOURNAL OF COMMUNICATION AND MEDIA TECHNOLOGIES, 2022, 12 (04)
[34]   The role of social media engagement and emotional intelligence in successful employment [J].
Ashaye, Olusoyi Richard ;
Mahmoud, Ali B. ;
Munna, Afzal Sayed ;
Ali, Nurhanisah .
HIGHER EDUCATION SKILLS AND WORK-BASED LEARNING, 2023, 13 (02) :315-337
[35]   The role of emotional intelligence in agenda setting: A study of social media [J].
Rahim, Rabia ;
Paracha, Sajjad Ahmed ;
Iqbal, Jawad ;
Imran, Muhammad .
JOURNAL OF PUBLIC AFFAIRS, 2021, 21 (03)
[36]   Adolescent Social Media Use and Emotional Intelligence: A Systematic Review [J].
Piccerillo, Lidia ;
Digennaro, Simone .
ADOLESCENT RESEARCH REVIEW, 2025, 10 (02) :201-218
[37]   Understanding the online landscape of cannabis discourse: a Twitter analysis [J].
Alvarez-Mon, Miguel Angel ;
Ojeda, Carla ;
Lara-Abelenda, Francisco ;
del Barco, Angel Asunsolo ;
Fraile-Martinez, Oscar ;
Garcia-Montero, Cielo ;
Fernandez-Rojo, Sonia ;
Quintero, Javier ;
Ortega, Miguel Angel ;
Alvarez-Mon, Melchor ;
Mora, Fernando .
FRONTIERS IN PUBLIC HEALTH, 2025, 13
[38]   ChatGPT in education: a discourse analysis of worries and concerns on social media [J].
Li, Lingyao ;
Ma, Zihui ;
Fan, Lizhou ;
Lee, Sanggyu ;
Yu, Huizi ;
Hemphill, Libby .
EDUCATION AND INFORMATION TECHNOLOGIES, 2024, 29 (09) :10729-10762
[39]   Gender-Oriented Analysis of Witchcraft Discourse in Social Media [J].
Jablonska, Marta Regina .
OPEN THEOLOGY, 2024, 10 (01)
[40]   Public Discourse Toward Older Drivers in Japan Using Social Media Data From 2010 to 2022: Longitudinal Analysis [J].
Nakanishi, Akito ;
Ichikawa, Masao ;
Sano, Yukie .
JMIR INFODEMIOLOGY, 2025, 5