Gender and affiliation differences in topic selection in U.S. congressional speeches

Q2 Arts and Humanities
ExELL Pub Date : 2018-12-01 DOI:10.2478/exell-2020-0001
Dragana Bozic Lenard, Marija Omazić
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引用次数: 0

Abstract

Abstract The aim of this paper was to study gender differences in topic choice selection using the corpus of speeches given in the 113th United States Congress. We also looked at whether there are topic choice selection differences with respect to party affiliation and chamber, and finally, whether conversational topics chosen by male and female politicians correlate with any other category we measured in our corpus. The corpus was composed of 672 speeches by the female and 2,983 speeches by the male politicians. The speech transcripts were downloaded from the official repository Thomas and analyzed using the text analysis software Linguistic Inquiry and Word Count (LIWC) to identify the use of vocabulary related to seven conversational topics recorded by LIWC. The data was analyzed both quantitatively, using statistical analysis, and qualitatively, to determine if there are significant gender differences in speech topic selection. The analyses showed that there are overall gender and affiliation differences in topic selection by the male and female politicians in the 113th Congress, some confirming the trend of long-standing prevalence of home-related references in women’s speeches, and death and religion references in men’s speeches, others marking a social shift for some of the categories compared to previous studies on the topic, such as the increasing share of references to work, money achievement in women’s speeches, as well as women’s preference for security, and men’s preference for competitiveness, as signaled by their lexical choices. Further correlation test results recorded subtler differences which pointed to linguistic changes in stereotypization, such as women signaling less emotion and choosing more formal ways of expression.
美国国会演讲中话题选择的性别和党派差异
摘要本文旨在利用美国第113届国会演讲语料库,研究议题选择的性别差异。我们还研究了在政党归属和商会方面是否存在话题选择的差异,最后,男性和女性政治家选择的对话话题是否与我们在语料库中测量的任何其他类别相关。该语料库由女性政治家的672次演讲和男性政治家的2983次演讲组成。从官方知识库Thomas下载语音文本,并使用文本分析软件语言查询和单词计数(LIWC)进行分析,以确定与LIWC记录的七个会话主题相关的词汇使用情况。对数据进行定量分析,使用统计分析和定性分析,以确定在演讲主题选择方面是否存在显著的性别差异。分析表明,在第113届国会中,男性和女性政治家在选题方面总体上存在性别和所属党派差异,其中一些证实了长期以来女性演讲中与家庭有关的内容普遍存在的趋势,而男性演讲中则提到了死亡和宗教,另一些则标志着与之前关于该主题的研究相比,某些类别的社会转变,例如提到工作的比例越来越大,女性演讲中的金钱成就,以及女性对安全感的偏好,以及男性对竞争力的偏好,从他们的词汇选择中可以看出。进一步的相关测试结果记录了微妙的差异,这些差异表明了刻板印象的语言变化,比如女性表达的情感更少,选择的表达方式更正式。
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来源期刊
ExELL
ExELL Arts and Humanities-Language and Linguistics
CiteScore
1.30
自引率
0.00%
发文量
0
审稿时长
20 weeks
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