Do News Frames Really Have Some Influence in the Real World? A Computational Analysis of Cumulative Framing Effects on Emotions and Opinions About Immigration

被引:5
作者
Guo, Lei [1 ,4 ]
Su, Chris Chao [2 ]
Chen, Hsuan-Ting [3 ]
机构
[1] Fudan Univ, Sch Journalism, Shanghai, Peoples R China
[2] Boston Univ, Coll Commun, Div Emerging Media Studies, Boston, MA USA
[3] Chinese Univ Hong Kong, Sch Journalism & Commun, Hong Kong, Peoples R China
[4] Fudan Univ, Sch Journalism, 400 Guoding Rd, Shanghai 200433, Peoples R China
关键词
framing effects; partisan media; cross-cutting exposure; machine learning; deep learning; BERT; panel survey; PUBLIC-OPINION; SELECTIVE EXPOSURE; MASS-MEDIA; COMMUNICATION; POLARIZATION; NETWORKS; ONLINE; PRESS;
D O I
10.1177/19401612231204535
中图分类号
G2 [信息与知识传播];
学科分类号
05 ; 0503 ;
摘要
This study examines how the news framing of immigration influences the public's feelings toward immigrants and their preference for immigration policy in the United States. Unlike prior experimental research that documents the respondents' immediate reactions to several hand-crafted news frames, this study provides strong empirical evidence for the association between the respondents' real-world news exposure and their opinion change over time. Combining a computational media content analysis and a two-wave panel survey, the research demonstrates that while exposure to certain frames in the mainstream media would directly lead to public support for a stricter immigration policy, partisan media tend to affect public opinion indirectly by influencing their feelings toward immigrants in opposite directions.
引用
收藏
页码:211 / 231
页数:21
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