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143 lines
6.7 KiB
143 lines
6.7 KiB
# Overton Window Breakpoint Analysis
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**Goal:** Quantify the 2024 structural break in centrist support
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and content extremity for right-wing motions in the Tweede Kamer.
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**Analysis period:** 2016–2026
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**Right-wing parties:** PVV, FVD, JA21, SGP
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**Centrist parties:** VVD, D66, CDA, NSC, BBB, CU
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**Left parties:** PvdA, GL, SP, PvdD, Volt, DENK, Bij1
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---
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## 1. Yearly Aggregate Metrics (All Right-Wing Motions)
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| Year | N (RW) | Centrist Support | Extremity | Right Support | Left Opp. |
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|------|--------|-----------------|-----------|---------------|----------|
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| 2016 | 6 | 0.722 | 2.00 | 1.000 | 0.708 |
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| 2017 | 0 | N/A | N/A | N/A | N/A |
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| 2018 | 5 | 1.000 | 1.40 | 0.800 | 0.480 |
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| 2019 | 195 | 0.410 | 2.14 | 0.838 | 0.746 |
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| 2020 | 469 | 0.326 | 2.26 | 0.818 | 0.758 |
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| 2021 | 425 | 0.339 | 2.24 | 0.903 | 0.788 |
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| 2022 | 446 | 0.404 | 2.16 | 0.891 | 0.820 |
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| 2023 | 365 | 0.457 | 2.24 | 0.900 | 0.821 |
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| 2024 | 469 | 0.670 | 1.99 | 0.885 | 0.756 |
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| 2025 | 455 | 0.597 | 2.25 | 0.895 | 0.799 |
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| 2026 | 151 | 0.518 | 2.33 | 0.916 | 0.834 |
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## 2. Pre/Post 2024 Comparison
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**Break year:** 2024
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### All right-wing motions
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| Metric | Pre-2024 Mean | Post-2024 Mean | Δ | Cohen's d |
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|--------|--------------|---------------|-----|-----------|
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| Centrist Support | 0.384 | 0.618 | +0.234 | +0.68 |
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| Extremity | 2.21 | 2.15 | -0.07 | -0.09 |
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**Interpretation:** Cohen's d values quantify effect sizes (|d| < 0.2 small, 0.5 medium, > 0.8 large).
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These are descriptive, not inferential — with only 8 pre-2024 years and 3 post-2024 years, statistical significance is not claimed.
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### Opposition-only right-wing motions
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| Metric | Pre-2024 Mean | Post-2024 Mean | Δ | Cohen's d | N pre / N post |
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|--------|--------------|---------------|-----|-----------|---------------|
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| Centrist Support | 0.270 | 0.543 | +0.272 | +0.85 | 1295 / 405 |
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| Extremity | 2.28 | 2.18 | -0.10 | -0.14 | 1295 / 405 |
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**Interpretation gate:** If opposition metrics also rise post-2024, the shift is not
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purely coalition-driven. If opposition metrics stay flat while overall metrics rise,
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the shift is coalition-specific.
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## 3. Coalition Composition
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2016-2017: Rutte II (VVD/PvdA). 2018-2021: Rutte III (VVD/CDA/D66/CU). 2022-2023: Rutte IV (VVD/D66/CDA/CU). 2024-2026: Schoof (PVV/VVD/NSC/BBB). 2024 ambiguous: Schoof cabinet started July 2024; all 2024 motions are coded to the Schoof coalition. Coalition effect may be overestimated for early 2024.
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Submitter party is parsed from motion title prefixes
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(e.g., "Motie van het lid Wilders over ..."). Only the lead submitter's party is
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considered. Multi-submitter motions may have a coalition member as co-submitter
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but still be counted as opposition if the lead submitter is not in the coalition.
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## 4. Domain Decomposition
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Migration = category `asiel/vreemdelingen`. Non-migration = all other categories.
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| Domain | Pre-2024 Mean CS | Post-2024 Mean CS | Δ CS |
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|--------|-----------------|------------------|------|
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| Migration | 0.303 | 0.536 | +0.233 |
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| Non-migration | 0.529 | 0.605 | +0.076 |
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## 5. Extremity-Stratified Centrist Support
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| Bucket | Period | N | Mean CS | Median CS | P25 | P75 |
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|--------|--------|---|---------|-----------|---|-----|
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| 1-2 (mild) | Pre-2024 | 221 | 0.522 | 0.400 | 0.250 | 1.000 |
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| | Post-2024 | 181 | 0.775 | 1.000 | 0.600 | 1.000 |
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| 2-3 (moderate) | Pre-2024 | 1205 | 0.403 | 0.250 | 0.000 | 0.750 |
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| | Post-2024 | 640 | 0.606 | 0.600 | 0.250 | 1.000 |
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| 3-4 (high) | Pre-2024 | 352 | 0.295 | 0.250 | 0.000 | 0.500 |
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| | Post-2024 | 175 | 0.565 | 0.600 | 0.250 | 0.800 |
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| 4-5 (extreme) | Pre-2024 | 133 | 0.212 | 0.250 | 0.000 | 0.250 |
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| | Post-2024 | 79 | 0.474 | 0.500 | 0.250 | 0.800 |
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**Key test:** If centrist support for high-extremity motions (3-5) rose
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disproportionately post-2024 while centrist support for mild motions stayed flat,
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centrists are more tolerant of extreme content — direct Overton shift evidence.
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If centrist support rose uniformly across all buckets, the shift is about volume
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(more motions) rather than tolerance. If only the 1-2 bucket rose, right-wing
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parties filed milder motions post-2024 and the 'shift' is illusory.
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## 6. Manual Extremity Audit
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**Audit notes:** Perform manual audit by reviewing the motions below. Record agreement per motion. Note whether the LLM score appears driven by *stylistic extremity* (inflammatory phrasing) or *material impact* (substantive rights restriction, institutional change). If agreement < 70%, flag LLM scoring as unreliable for the stratified analysis.
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| # | Year | Category | LLM Score | Bucket | Agreed? | Driver |
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|---|------|----------|-----------|--------|---------|--------|
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| 1 | 2024 | economie/belasting | 1 | 1-2 (mild) | | |
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| 2 | 2020 | economie/belasting | 1 | 1-2 (mild) | | |
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| 3 | 2019 | veiligheid/justitie | 1 | 1-2 (mild) | | |
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| 4 | 2025 | economie/belasting | 1 | 1-2 (mild) | | |
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| 5 | 2022 | sociaal/jeugd | 1 | 1-2 (mild) | | |
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| 6 | 2021 | corona/pandemie | 2 | 2-3 (moderate) | | |
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| 7 | 2021 | zorg/gezondheid | 2 | 2-3 (moderate) | | |
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| 8 | 2020 | economie/belasting | 2 | 2-3 (moderate) | | |
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| 9 | 2025 | veiligheid/justitie | 2 | 2-3 (moderate) | | |
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| 10 | 2020 | economie/belasting | 2 | 2-3 (moderate) | | |
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| 11 | 2020 | veiligheid/justitie | 3 | 3-4 (high) | | |
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| 12 | 2025 | klimaat/milieu | 3 | 3-4 (high) | | |
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| 13 | 2019 | asiel/vreemdelingen | 3 | 3-4 (high) | | |
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| 14 | 2019 | landbouw/stikstof | 3 | 3-4 (high) | | |
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| 15 | 2020 | klimaat/milieu | 3 | 3-4 (high) | | |
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| 16 | 2020 | veiligheid/justitie | 4 | 4-5 (extreme) | | |
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| 17 | 2021 | defensie/buitenland | 4 | 4-5 (extreme) | | |
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| 18 | 2023 | asiel/vreemdelingen | 4 | 4-5 (extreme) | | |
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| 19 | 2025 | asiel/vreemdelingen | 4 | 4-5 (extreme) | | |
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| 20 | 2019 | sociaal/jeugd | 4 | 4-5 (extreme) | | |
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## 7. Limitations
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- **Small-N time series:** 8 pre-2024 years and at most 3 post-2024 years (2026 is partial).
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Effect sizes are descriptive, not confirmatory.
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- **LLM extremity scores:** Content-based, not independently validated beyond the
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manual audit above. See §6 for agreement rate and noted biases.
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- **Coalition composition:** Hardcoded per year. 2024 is ambiguous (Rutte IV until July,
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Schoof thereafter). Early 2024 motions may be miscoded as Schoof-era.
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- **Submitter party identification:** Parsed from motion title prefixes (e.g.,
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'Motie van het lid X'). May be inaccurate for multi-submitter motions or
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complex title formats.
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- **Keyword penetration not analyzed:** The right-wing keyword set was derived
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differentially from right-wing motions, making it circular for adoption analysis.
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## 8. Figures
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## 9. Conclusion
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*(Fill in after reviewing all indicators and audit results.)* |