
Dynamics of Public Risk Perception and Media Coverage
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Content
- Cover
- 1. Introduction
- 1.1 Research Interest
- 1.2 Conceptual Design
- 1.3 Structure of the Thesis
- 1.4 Main Empirical Results
- 2. Theoretical Foundations: Determinants and Context of Risk Perception
- 2.1 Definitions of Risk
- 2.2 Determinants and Contexts of Risk Perception
- 2.2.1 Heuristics and Cognitive Biases
- 2.2.2 Influence of the Sociocultural Context
- 2.2.3 The Role of the News Media
- 2.3 Summary
- 3. Research Agenda and Empirical Approach
- 3.1 Research Agenda
- 3.1.1 Terrorism
- 3.1.2 Demographic Change
- 3.1.3 Climate Change
- 3.2 Empirical Approach
- 3.3 Measurements of Risk Salience and News Media Coverage
- 4. Analysis of Newspaper Coverage Content in the USA and Germany
- 4.1 Applying Topic Modeling Analysis
- 4.2 Text Corpus and Preprocessing
- 4.3 Results of the Topic Modeling Analysis
- 4.3.1 Key News Topics on Terrorism
- 4.3.2 Key News Topics on Demographic Change
- 4.3.3 Key News Topics on Climate Change
- 4.4 Summary
- 5. Time Series Analysis of Risk Salience in the USA
- 5.1 Variable Construction
- 5.2 Descriptive Statistics
- 5.3 Model Specifications
- 5.4 Empirical Results of Time Series Analysis
- 5.4.1 Terrorism in the Public Perception
- 5.4.2 Demographic Change in the Public Perception
- 5.4.3 Climate Change in the Public Perception
- 5.5 Summary
- 6. Time Series Analysis of Risk Salience in Germany
- 6.1 Variable Construction
- 6.2 Descriptive Statistics
- 6.3 Model Specifications
- 6.4 Empirical Results of Time Series Analysis
- 6.4.1 Terrorism in the Public Perception
- 6.4.2 Demographic Change in the Public Perception
- 6.4.3 Climate Change in the Public Perception
- 6.5 Summary and Comparison to the US Results
- 7. Concluding Remarks
- 7.1 Implemented Research Agenda
- 7.2 Summary of the Empirical Results
- 7.3 Contribution and Limitations
- Appendix
- A.1 Newspaper Data Collection and Preparation
- A.2 Supplementary Material Topic Models
- A.3 Time Series Analysis: Robustness Check for German News Coverage Variable
- References
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