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【目的/意义】随着移动互联网的发展,微博的普及进一步加速了社会突发事件的传播。转发作为最重要的用户信息行为,在很大程度上预示了网络舆情的发展趋势。但是,鲜有研究关注微博内容中的心理语言使用与转发行为的关系。本研究拓展了心理语言学在社会突发事件情境下的应用领域,为政府或企业应急管理部门有效引导网络舆情提供了实践启示。【方法/过程】本文以九寨沟地震事件为例,基于LIWC文本分析工具研究了微博用户心理过程对于转发行为的影响,通过构建VAR向量自回归模型并进行格兰杰因果检验,确定了微博转发行为的心理语言影响因素,并进一步运用脉冲响应函数对转发行为进行了动态分析。【结果/结论】根据实证研究的结果,社会过程词和情感历程词对微博用户的转发行为具有一定的预测作用。 相似文献
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Two studies assessed student writing in a critical thinking course. The first study examined initial and final versions of a term paper. Linguistic inquiry and word count (LIWC) analyses of essays revealed significant differences in linguistic variables and some differences in cognitive variables. The second study examined student essays at the beginning and end of the semester. Taken together, the studies indicate that students express themselves with less tentativeness at the end of the semester, and are consistent with the suggestion that students move from relativism to commitment during the course of a semester. In addition, the results indicate that the LIWC may detect differences between different writing genres. 相似文献
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Robert L. Moore Cherng-Jyh Yen F. Eamonn Powers 《British journal of educational technology : journal of the Council for Educational Technology》2021,52(1):482-497
The purpose of this study was to explore the relationship between clout and cognitive processing in massive open online course (MOOC) discussion forum posts. Cognitive processing, a category variable generated by the automated text analysis tool, Linguistic Inquiry Word Count (LIWC), is made up of six sub-scores (insight, causation, discrepancy, tentativeness, certainty and differentiation). Clout is a nontransparent summary variable in LIWC that can be used to understand the level of confidence conveyed in the text. Because clout is nontransparent, we do not know the algorithm used to calculate its value. To better understand this variable, this study examined cognitive processing alongside clout. In this study, a series of linear mixed models were fitted to evaluate, after controlling for gender, degree and type of post, if the focal relationship between each sub-score of cognitive processing as the predictor variables and clout as the dependent variable changed across courses with different pacing (self-paced or instructor-paced). Next, the focal relationship between each predictor and clout was examined with or without regard to pacing. Findings showed words classified as showing discrepancy, certainty or differentiation were negatively associated with clout scores. 相似文献
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Robert Joel Lewis Matthew Grizzard Sydne Lea Doug Ilijev Jin-A Choi Lisa Müsse 《Communication Studies》2017,68(4):422-438
We count words in film subtitle files in an attempt to reveal morally relevant patterns of linguistic content. We argue that function words (e.g., pronouns, prepositions, conjunctions) should be positively associated with thought-provoking narrative forms. To test this hypothesis, we associate function words to aggregate measures of film viewership and appraisals. Results suggest that function words are negatively associated with measures of viewership but positively associated with appraisals. As such, our finding is consistent with the idea that function words are more likely to occur in narrative forms that audiences value more than they actually consume. We relate this finding to past research, which has shown the same pattern for hedonic versus meaningful entertainment gratifications. Discussion centers on implications for recent theorizing in this area. 相似文献
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