E. Miller, J. Jolly, Jacqueline N. Latz, Kelsi Listman
{"title":"Influencers and Major Themes in a Gifted Education Community of Practice on Twitter","authors":"E. Miller, J. Jolly, Jacqueline N. Latz, Kelsi Listman","doi":"10.1177/1932202X221099590","DOIUrl":null,"url":null,"abstract":"Twitter is a valuable resource for research because of its potential to provide insight into public opinion as well as to identify the most influential sources of information. Mixed-methods exploratory analysis was used to evaluate the discourse on Twitter regarding gifted education. The results of the quantitative analysis of the matrix of connections using NodeXL Pro indicate that gifted education Twitter is a cohesive network and that the top influencers are organizations and educational consultants. Sentiment analysis using Linguistics Inquiry and Word Count (LIWC2015, Pennebaker et al., 2015) software indicates that tweets related to gifted education have a mix of positive and negative emotive tone. The qualitative analyses suggest that gifted education professionals and parents engage in Twitter in similar ways to what has been described in past research: to share interesting articles and videos, to discuss current issues, promote one's ideas, and seek opportunities.","PeriodicalId":46535,"journal":{"name":"Journal of Advanced Academics","volume":"33 1","pages":"469 - 504"},"PeriodicalIF":1.3000,"publicationDate":"2021-07-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Advanced Academics","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1177/1932202X221099590","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"EDUCATION, SPECIAL","Score":null,"Total":0}
引用次数: 0
Abstract
Twitter is a valuable resource for research because of its potential to provide insight into public opinion as well as to identify the most influential sources of information. Mixed-methods exploratory analysis was used to evaluate the discourse on Twitter regarding gifted education. The results of the quantitative analysis of the matrix of connections using NodeXL Pro indicate that gifted education Twitter is a cohesive network and that the top influencers are organizations and educational consultants. Sentiment analysis using Linguistics Inquiry and Word Count (LIWC2015, Pennebaker et al., 2015) software indicates that tweets related to gifted education have a mix of positive and negative emotive tone. The qualitative analyses suggest that gifted education professionals and parents engage in Twitter in similar ways to what has been described in past research: to share interesting articles and videos, to discuss current issues, promote one's ideas, and seek opportunities.
推特是一个有价值的研究资源,因为它有潜力深入了解公众舆论,并确定最具影响力的信息来源。使用混合方法探索性分析来评估推特上关于天才教育的话语。使用NodeXL Pro对连接矩阵进行定量分析的结果表明,天才教育推特是一个有凝聚力的网络,最具影响力的是组织和教育顾问。使用语言学调查和字数统计软件(LIWC2015,Pennebaker et al.,2015)进行的情绪分析表明,与天才教育相关的推文具有积极和消极的情绪基调。定性分析表明,资优教育专业人士和家长使用推特的方式与过去研究中描述的类似:分享有趣的文章和视频,讨论当前问题,推广自己的想法,并寻求机会。