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기사명 | 저자명 | 페이지 | 원문 | 기사목차 |
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대표형(전거형, Authority) | 생물정보 | 이형(異形, Variant) | 소속 | 직위 | 직업 | 활동분야 | 주기 | 서지 | |
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Title page 1
Contents 1
Abstract 3
1. Introduction 4
2. Background and Data 8
2.1. Background 8
2.2. Main Data Sources 10
2.3. Descriptive Statistics 13
3. Research Design and Main Results 13
3.1. Estimating Equation 13
3.2. Instrumental Variable Strategy 14
3.3. Protest size and hate crimes 18
3.4. Robustness Checks 19
4. Mechanisms 23
4.1. Dynamic Effects 23
4.2. Spatial Diffusion 26
4.3. Media coverage 29
4.4. Counter-Mobilization 33
4.5. Coordination 33
5. Conclusion 36
References 38
Appendix A: Additional Results 42
Appendix B: Robustness Checks 50
Appendix C: Data Appendix 61
Tables 20
Table 1. Protest Participation increases probability of hate crimes 20
Table 2. Diffusion: geographic and (right-wing) social media proximity to other large protest locations 30
Table 3. Newspaper and Social Media Coverage pro- & anti-PEGIDA 32
Table 4. Large Protests and Counter-Mobilization Offline and Online 32
Table 5. Effect of Larger Protests on Hate-Crime Characteristics 35
Figures 12
Figure 1. Hate crimes and PEGIDA protest across municipalities 12
Figure 2. Hate crimes and PEGIDA protest over time 12
Figure 3. Residualized protest participation and weather conditions 16
Figure 4. Time variation of PEGIDA protests on pleasant days 17
Figure 5. Municipality characteristics and protest on pleasant days 18
Figure 6. Event Study: Hate Crimes Following Protests on Pleasant Days 25
Appendix Tables 44
Table A.1. Summary Statistics for Ever-Treated and Never-Treated Samples 44
Table A.2. First Stage: pleasant weather and protest participation 45
Table A.3. Evidence against reporting bias 46
Table A.4. Empirical results consistent with signaling, agitation, and coordination 47
Table A.5. Football match types and hate crimes 48
Table A.6. Football matches and hate crimes 49
Table B.1. Robustness: Protest participation and hate crime - spatial correlation 53
Table B.2. Protest Participation increases probability of hate crimes - more controls 54
Table B.3. Robustness: varying the fixed effects structure 55
Table B.4. Chaisemartin and D'Haultfoeuille (2020) TWFE negative weights 56
Table B.5. Protest Participation increases probability of hate crimes (without Monday) 57
Table B.6. Robustness: treatment definition and non-linear estimation 58
Table C.1. Examples of Hate Crimes 71
Table C.2. Description of Data Sources 72
Table C.3. Football derbies with data sources 73
Appendix Figures 42
Figure A.1. PEGIDA and other right-wing protests over weekdays (2015-2020) 42
Figure A.2. Protest participation and weather cut-offs 42
Figure A.3. Baseline result with alternative weather instruments 43
Figure A.4. Baseline result with LASSO-selected instrumental variable 43
Figure B.1. Robustness to excluding potential outliers 59
Figure B.2. Event study: first PEGIDA protest and hate crimes at the day-level (left panel) and week-level (right panel) 60
Figure B.3. Event study: PEGIDA protest and hate crimes at the day-level controlling for weather on each day (left panel) and lagged cumulative protest (right panel) 60
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