The Effect of Media on the Chinese People’s Anti-Corruption Perceptions ––An Analysis Based on Propensity Score and Qualitative Interaction Tree

On the basis of the survey-experiment data from 2014 to 2020, this paper investigates the effect of media coverage on the Chinese people’s anti-corruption perceptions. Propensity Score (PS) method is used for remedying covariate imbalance between trial treatment groups and control treatment group an...

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Published inProcedia computer science Vol. 199; pp. 564 - 571
Main Authors Zhu, Meihong, Li, Aihua
Format Journal Article
LanguageEnglish
Published Elsevier B.V 01.01.2022
Subjects
anti-corruption perception
effect
media coverage
Propensity Score
Qualitative Interaction Tree
Qualitative Interaction Tree
media coverage
Propensity Score
anti-corruption perception
effect
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Abstract On the basis of the survey-experiment data from 2014 to 2020, this paper investigates the effect of media coverage on the Chinese people’s anti-corruption perceptions. Propensity Score (PS) method is used for remedying covariate imbalance between trial treatment groups and control treatment group and for analyzing the main effect of media factor, and then Qualitative Interaction Tree (QUINT) method is used for estimating high-order treatment-subgroup interactions. The result shows that media coverage has a positive effect on the people’s anti-corruption perceptions, while direction and degree of media influence significantly depends on the contents of media coverage and the traits of individuals, which means there exists significant main effect and high-order treatment-subgroup interactions.
AbstractList On the basis of the survey-experiment data from 2014 to 2020, this paper investigates the effect of media coverage on the Chinese people’s anti-corruption perceptions. Propensity Score (PS) method is used for remedying covariate imbalance between trial treatment groups and control treatment group and for analyzing the main effect of media factor, and then Qualitative Interaction Tree (QUINT) method is used for estimating high-order treatment-subgroup interactions. The result shows that media coverage has a positive effect on the people’s anti-corruption perceptions, while direction and degree of media influence significantly depends on the contents of media coverage and the traits of individuals, which means there exists significant main effect and high-order treatment-subgroup interactions.
Author Li, Aihua
Zhu, Meihong
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Cites_doi 10.1002/sim.5933
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Keywords Qualitative Interaction Tree
media coverage
Propensity Score
anti-corruption perception
effect
Language English
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SubjectTerms anti-corruption perception
effect
media coverage
Propensity Score
Qualitative Interaction Tree
Title The Effect of Media on the Chinese People’s Anti-Corruption Perceptions ––An Analysis Based on Propensity Score and Qualitative Interaction Tree
URI https://dx.doi.org/10.1016/j.procs.2022.01.069
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