comparative-international.md

May 3, 2026 · View on GitHub

🌍 Comparative International Analysis Template

📊 Cross-Jurisdictional Benchmarking for Swedish Political Developments
🎯 Nordic Peers · EU · OECD · Historical Analogues · Policy Diffusion

📋 Document Owner: CEO | 📄 Version: 1.2 | 📅 Last Updated: 2026-04-25 (UTC) 🏢 Owner: Hack23 AB (Org.nr 5595347807) | 🏷️ Classification: Public

📌 Template instructions: Produce on every run. Save as analysis/daily/${ARTICLE_DATE}/${DOC_TYPE}/comparative-international.md. For P0/P1 or other internationally salient developments, provide full cross-jurisdictional analysis; on light-signal days, provide a concise baseline comparison rather than omitting the file. Data draws from IMF (economic primary), SCB, Statskontoret (Swedish public-management / agency-capacity overlay), World Bank non-economic residue, OECD and peer-country public datasets.

✨ What to produce: Compare the Swedish measure against at least five comparator jurisdictions (Nordic primary, EU secondary, OECD/historical tertiary) using standardised dimensions: policy goal, instrument design, outcome to date, cost, transferability. On light-signal days, produce a shorter baseline comparator set using the same dimensions in concise form.

📐 Template Contract — every fill of this template MUST satisfy this row.

Slot Value
Owning methodology per-artifact-methodologies.md
Owning gate check Check 7 (Family C — ≥ 2 peer-country rows) — see 05-analysis-gate.md
Required inputs World Bank / IMF / SCB; sibling synthesis-summary.md
Horizon band mixed (per scripts/horizon-context.ts)
Output family Family C — Strategic Extensions
Aggregation order 18 of 30 in canonical order (see scripts/render-lib/aggregator/order.ts)
Reader Intelligence Guide row generated from comparative-international.md (see scripts/render-lib/aggregator/reader-guide.ts)
Canonical evidence anchor | claim | evidence (dok_id / vote / MP intressent_id / primary-source URL) | retrieved_at | confidence | — every analytical claim row uses this schema.

Cross-reference: README.md §Template ↔ Methodology ↔ Gate-Check Matrix.

Slot	Value
Owning methodology	`per-artifact-methodologies.md`
Owning gate check	Check 7 (Family C — ≥ 2 peer-country rows) — see `05-analysis-gate.md`
Required inputs	World Bank / IMF / SCB; sibling synthesis-summary.md
Horizon band	mixed (per `scripts/horizon-context.ts`)
Output family	Family C — Strategic Extensions
Aggregation order	18 of 30 in canonical order (see `scripts/render-lib/aggregator/order.ts`)
Reader Intelligence Guide	row generated from `comparative-international.md` (see `scripts/render-lib/aggregator/reader-guide.ts`)
Canonical evidence anchor	`\| claim \| evidence (dok_id / vote / MP intressent_id / primary-source URL) \| retrieved_at \| confidence \|` — every analytical claim row uses this schema.

🔄 Tradecraft Context

Element	Value
F3EAD Stage	ANALYZE — cross-country contextualisation
PIRs Served	PIR-4 (Defence Posture, NATO comparison), PIR-5 (Fiscal Trajectory, peer benchmarks), PIR-3 (Migration Policy, EU harmonisation)
Admiralty Floor	IMF WEO/FM/IFS/BOP/GFS_COFOG/DOTS/PCPS/MFS_IR/ER (economic context) and OECD statistics require [A1]; World Bank governance / environment / social residue requires [A1]; country-specific policy documents require [B2]
WEP + ODNI	Cross-country parallels use WEP (likely/unlikely) with MODERATE confidence; avoid claiming "Sweden will follow X" without Swedish-specific evidence
Source Diversity Floor	P1 (policy trajectory claims): ≥3 sources (≥1 Swedish primary + ≥2 peer-country comparables); avoid single-country analogy
SAT(s) Applied	Outside-In Thinking (start from external context), What If? (transferability scenarios)
ICD 203 Standards	1 (source quality — international data), 6 (logical argumentation), 9 (visual information — comparator map)

📋 Comparator Context

Field	Value
Comparative ID	`CMP-YYYY-MM-DD-NNN`
Generated	`YYYY-MM-DD HH:MM UTC`
Swedish measure	`e.g., HD03236 fuel + energy support package`
Primary policy dimension	`e.g., Cost-of-living fiscal intervention`
Comparator set	`Denmark · Norway · Finland · Germany · France (+ historical: Sweden 2008)`
Overall Confidence	`🟩 HIGH`

🧭 Comparator Map

graph TB
    subgraph Nordic["🇸🇪🇩🇰🇳🇴🇫🇮 Nordic Peers (primary)"]
        DK[🇩🇰 Denmark<br/>Aftaler 2024]
        NO[🇳🇴 Norway<br/>Strømstøtte 2023]
        FI[🇫🇮 Finland<br/>Sähkötuki 2023]
    end
    subgraph EU["🇪🇺 EU (secondary)"]
        DE[🇩🇪 Germany<br/>Strompreisbremse 2023]
        FR[🇫🇷 France<br/>Bouclier tarifaire 2022]
    end
    subgraph Historical["🕰️ Historical analogues"]
        SE08[🇸🇪 Sweden 2008<br/>Financial-crisis stabilisation]
    end

    DK -.->|"benchmark outcomes"| SW["🇸🇪 HD03236<br/>(Swedish measure)"]
    NO -.->|"benchmark outcomes"| SW
    FI -.->|"benchmark outcomes"| SW
    DE -.->|"policy design"| SW
    FR -.->|"policy design"| SW
    SE08 -.->|"historical precedent"| SW

    style Nordic fill:#1565C0,color:#FFFFFF
    style EU fill:#7B1FA2,color:#FFFFFF
    style Historical fill:#FF9800,color:#FFFFFF
    style SW fill:#4CAF50,color:#FFFFFF

📊 Cross-Jurisdictional Comparison Matrix

⚠️ Illustrative example below — replace every policy name, fiscal figure, CPI effect, and source with run-specific, verified values before publishing. The numbers in this matrix are drawn from a worked example and must not be copied verbatim as evidence-based claims.

Dimension	🇸🇪 Sweden (subject)	🇩🇰 Denmark	🇳🇴 Norway	🇫🇮 Finland	🇩🇪 Germany	🇫🇷 France
Policy name	HD03236 Fuel + Energy	Aftaler 2024	Strømstøtte 2023	Sähkötuki 2023	Strompreisbremse 2023	Bouclier tarifaire 2022
Measure type	Tax cut + direct support	Targeted rebate	Price-cap subsidy	Direct support	Price cap + cap per kWh	Price freeze + subsidy
Target group	Rural drivers + households	Low-income households	All households	All households	All households	All households
Fiscal cost (€B / yr)	~2.8	0.4	2.1	1.6	40	110
Cost per capita (€)	260	70	400	290	480	1 640
Duration	12 months	6 months	18 months	12 months	24 months	18 months
Measured effect on CPI	Projected −0.3 pp	−0.4 pp (actual)	−0.8 pp (actual)	−0.5 pp (actual)	−0.7 pp	−2.3 pp
Political reception	Polarised, election-timed	Bipartisan	Initially bipartisan	Bipartisan	Polarised	Polarised
EU compatibility signal	⚠️ Green Deal tension	✅ No tension	N/A (non-EU)	✅ No tension	⚠️ Reviewed	⚠️ Reviewed
Source	HD03236, SCB PR0101	DK Skattestyrelsen	SSB Strømstatistikk	Tilastokeskus	Bundesfinanzministerium	Ministère Économie

🧪 Instrument-Design Comparison

Feature	Sweden (HD03236)	Best-practice comparator	Gap
Targeting mechanism	Flat pump-price reduction	Norway: income-tested rebate	🟠 HIGH — Sweden's flat cut is regressive
Sunset clause	12 months	Germany: dynamic cap with reassessment at 6 m	🟡 MEDIUM — review trigger absent
EU-Commission coordination	Post-hoc notification likely	Germany: pre-cleared	🟠 HIGH — state-aid risk
Climate-policy compensation	None documented	Finland: paired with renewable incentives	🟠 HIGH — offsets absent
Distributional analysis published	No	Norway: published by SSB	🟡 MEDIUM

🕰️ Historical Analogue — Sweden 2008

Context: Financial-crisis stabilisation package under Reinfeldt government.
Parallel: Large-scale, pre-election fiscal intervention; cost-of-living relief through tax-side levers.
Outcome: Moderate electoral gain for incumbents; opposition framed it as regressive.
Relevance to HD03236: 🟩 HIGH — distributional critique likely to be central campaign narrative again.
Source: Historical analysis, SCB reference tables.

📈 Macro / Fiscal Benchmarks (IMF WEO — vintage `WEO-2026-04`)

Cross-country macro & fiscal context for the comparator set, pulled from the IMF World Economic Outlook (primary source for all economic data). Citations MUST carry the vintage tag — e.g. (WEO Apr-2026, NGDP_RPCH). Fetch via tsx scripts/imf-fetch.ts compare --indicator <CODE> --countries SWE,DNK,NOR,FIN,DEU,FRA --persist (one batched call per indicator).

Indicator (`code`)	Sweden	Denmark	Norway	Finland	Germany	France
Real GDP growth, 2025 (`NGDP_RPCH`)	—	—	—	—	—	—
Real GDP growth, 2027 proj (`NGDP_RPCH`)	—	—	—	—	—	—
Inflation CPI, 2025 (`PCPIPCH`)	—	—	—	—	—	—
Unemployment, 2025 (`LUR`)	—	—	—	—	—	—
Gross debt / GDP, 2025 (`GGXWDG_NGDP`)	—	—	—	—	—	—
Fiscal balance / GDP, 2025 (`GGXCNL_NGDP`)	—	—	—	—	—	—
Current account / GDP, 2025 (`BCA_NGDPD`)	—	—	—	—	—	—

Interpretation: Fill after running the batched compare call. Flag Sweden's relative position (top / middle / bottom quartile of comparator set) and note any projection divergence (WEO Apr-2026 vs Oct-2025 if applicable).

🌍 Governance Benchmarks (World Bank WGI — `source=75`, latest)

World Bank supplies the governance, environment, and social context here. Economic rows above use IMF. Add a Statskontoret row/table when the Swedish measure depends on agency capacity, administrative burden or public-sector efficiency.

Indicator	Sweden	Denmark	Norway	Finland	Germany	France
Government Effectiveness	1.89	2.01	1.93	2.04	1.77	1.30
Regulatory Quality	1.85	2.00	1.60	1.89	1.81	1.17
Rule of Law	1.99	2.06	2.03	2.01	1.75	1.28
Control of Corruption	2.15	2.28	2.13	2.19	1.86	1.26
Voice & Accountability	1.51	1.63	1.64	1.63	1.42	1.19

Interpretation: Sweden retains top-quartile rule-of-law and anti-corruption scores. A fuel-tax cut challenging EU-state-aid compatibility carries outsized reputational downside relative to Denmark or Finland, whose packages were pre-cleared.

🇸🇪 Swedish Ground-Truth Transmission Layer (SCB + Riksbank)

Use this table whenever the Swedish measure depends on domestic price, labour-market, household-income or monetary-policy transmission. IMF remains primary for cross-country macro; SCB and Riksbank supply the Swedish-specific ground truth. Fetch with tsx scripts/scb-fetch.ts preset --preset <cpi|aku|household-economy|fuel-prices> --persist and tsx scripts/riksbank-fetch.ts <repo-rate-path|minutes|fuel-price-context> --persist.

Transmission step	Swedish source	Required provenance	Current value	Timing / lag	Analytical use
Pump price / energy component → CPI	SCB `fuel-prices` (`PR0101A`) + SCB `cpi` (`0000003N`)	`economicProvenance.provider="scb"`	—	Monthly	Estimate direct CPI and disposable-income effect
Labour-market slack	SCB `aku` (`000003V8`)	`economicProvenance.provider="scb"`	—	Quarterly	Judge whether Swedish unemployment divergence is structural or cyclical
Household disposable-income exposure	SCB `household-economy` (`HE0110A`)	`economicProvenance.provider="scb"`	—	Annual / latest	Distributional incidence and voter-segment exposure
Monetary-policy pass-through	Riksbank `repo-rate-path` + `minutes`	`economicProvenance.provider="riksbank"`	—	Per monetary-policy decision	Check whether fiscal relief conflicts with the Riksbank inflation path

Interpretation: State the Swedish mechanism explicitly: instrument → SCB/Riksbank metric → household / labour / sentiment channel → expected political salience. Never relabel SCB or Riksbank data as IMF; use IMF only for cross-country macro/fiscal comparators.

📘 Policy-Transfer Assessment

Question	Answer	Evidence
Has Sweden implemented this type of measure before?	Yes, 2022 electricity-price support	Prior riksmöte record
Is the instrument already established in peer countries?	Yes, widely	See comparison matrix
Does Sweden's design reflect best-practice elements?	Partially	See instrument-design table
Main transferability risk	Regressive targeting + Green-Deal tension	HD03236 analysis

⚠️ Risks Highlighted by International Comparison

Risk	Level	International evidence
State-aid / EU-Commission pushback	🟠 HIGH	Germany faced 9-month review
Regressive fiscal incidence	🟠 HIGH	Sweden 2008 analogue
Climate-policy coherence challenge	🟠 HIGH	Norway paired support with renewables
Electoral-timing perception	🟡 MEDIUM	France 2022 pre-election parallel

📎 Links & Sources

Source	Description
`world-bank` MCP — WGI indicators	Governance benchmarks
`imf` (scripted) — WEO	Fiscal forecasts
`scb` MCP — PR0101	Swedish consumer-price index
OECD Economic Outlook	Cross-country fiscal context
National ministry portals	Denmark, Norway, Finland, Germany, France source documents

Document Control

Template path: /analysis/templates/comparative-international.md
Also known as: international-comparative.md (filename variant — content identical)
Referenced by: ai-driven-analysis-guide.md § Step 5
Classification: Public
Next Review: 2026-07-21

✅ Pass-2 Self-Audit Checklist (v4.4 — required)

Purpose: AI-FIRST principle requires a Pass-2 read-back-and-improve. After producing this artifact in Pass 1, re-read it end-to-end and verify each item below. Document any remediation in methodology-reflection.md §"Pass-2 audit log". Any unchecked ❌ box at the end of Pass 2 forces a Pass-3 rewrite of the affected section.