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A Linguistic Analysis of News Coverage of E-Healthcare in China with a Heterogeneous Graphical Model
Authors:Mengque Liu  Xinyan Fan  Shuangge Ma
Affiliation:1.School of Journalism and New Media, Xi’an Jiaotong University, No.28 Xianning West Road, Xi’an 710049, China;2.Center for Applied Statistics, School of Statistics, Renmin University of China, 59 Zhongguancun Street, Haidian District, Beijing 100872, China;3.Department of Biostatistics, Yale University, 60 College Street, New Haven, CT 06520, USA
Abstract:E-healthcare has been envisaged as a major component of the infrastructure of modern healthcare, and has been developing rapidly in China. For healthcare, news media can play an important role in raising public interest and utilization of a particular service and complicating (and, perhaps clouding) debate on public health policy issues. We conducted a linguistic analysis of news reports from January 2015 to June 2021 related to E-healthcare in mainland China, using a heterogeneous graphical modeling approach. This approach can simultaneously cluster the datasets and estimate the conditional dependence relationships of keywords. It was found that there were eight phases of media coverage. The focuses and main topics of media coverage were extracted based on the network hub and module detection. The temporal patterns of media reports were found to be mostly consistent with the policy trend. Specifically, in the policy embryonic period (2015–2016), two phases were obtained, industry management was the main topic, and policy and regulation were the focuses of media coverage. In the policy development period (2017–2019), four phases were discovered. All the four main topics, namely industry development, health care, financial market, and industry management, were present. In 2017 Q3–2017 Q4, the major focuses of media coverage included social security, healthcare and reform, and others. In 2018 Q1, industry regulation and finance became the focuses. In the policy outbreak period (2020–), two phases were discovered. Financial market and industry management were the main topics. Medical insurance and healthcare for the elderly became the focuses. This analysis can offer insights into how the media responds to public policy for E-healthcare, which can be valuable for the government, public health practitioners, health care industry investors, and others.
Keywords:E-healthcare   news coverage   linguistic network   heterogeneous graphical model
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