期刊
COMMUNICATION MONOGRAPHS
卷 -, 期 -, 页码 -出版社
ROUTLEDGE JOURNALS, TAYLOR & FRANCIS LTD
DOI: 10.1080/03637751.2023.2290188
关键词
Gender; health; interpersonal communication; social media; mixed methods
Guided by the integrative theory of communication work, this study presents a computational and qualitative analysis of Reddit comments authored by patient-users living with chronic overlapping pain conditions. The findings revealed 35 topics and five thematic communities, which mapped onto and extended the typology of communication work and contributing factors, offering methodological, theoretical, and practical implications.
Guided by the integrative theory of communication work, we present a computational and qualitative analysis of Reddit comments authored by patient-users living with chronic overlapping pain conditions. We first employed computational text analysis to compress the data corpus via structural topic modeling. The community detection algorithm Louvain was employed to identify communities of topics within the data. Then, we extracted a subset of the data and performed a computer-aided qualitative thematic co-occurrence analysis. Topic modeling revealed 35 topics and five thematic communities. The qualitative analysis revealed that these topics mapped onto and extended the typology of communication work and contributing factors and identified co-occurrence patterns both among and across research questions. Our findings offer methodological, theoretical, and practical implications.
作者
我是这篇论文的作者
点击您的名字以认领此论文并将其添加到您的个人资料中。
推荐
暂无数据