Policies·il_operation_swords_of_iron_2023

Operation Swords of Iron — economic dimension 2023–present

ISR·2023 – present·enacted 2023-10-07·Netanyahu VIcandidate

movesspending level↑trade openness↓energy supply security↓

What the policy did

Military campaign launched after the 7 October 2023 Hamas attack that killed roughly 1,200 Israelis and took 250+ hostages. Economic-policy dimensions (policy-content coding, not military analysis): mass reservist mobilisation (~300,000) with acute labour-supply drag Q4 2023 (GDP -19.4% annualised); displacement and compensation of 100,000+ residents from the northern and southern borders; shipping-insurance and Houthi-attack Red Sea rerouting costs; tourism collapse; multi-front expansion (Hezbollah exchanges, Yemen Houthi strikes, direct Iran exchanges April and October 2024). This policy stub captures the direct economic channels; the war- financing side sits under il_war_supplementary_budget_2024.

Policy-content fingerprint — what this policy moved, on which axes

Per invariant 3, reforms are scored by what they did on each channel-separated axis, not by the party that enacted them. This fingerprint is how the policy-match engine finds historical analogues.

intended

↑

spending level

fiscal.spending_level

General government spending as share of GDP, excluding transfers already captured under fiscal.transfer_expansion to avoid double-counting.

increased · strong

higher spending share

Military operations plus evacuee support pushed 2024 deficit to 6.6% GDP.

unintended / side-effect

↓

trade openness

regulatory.trade_openness

Trade policy openness — tariffs, non-tariff barriers, FTAs, industrial protection.

decreased · weak · unintended

more protectionist

Red Sea shipping disruption; Turkish trade-ban episodes 2024; reduced connectivity.

↓

energy supply security

regulatory.energy_supply_security

Policy posture toward energy supply security — domestic production capacity, import diversification, strategic reserves, nuclear stance, fossil-fuel mix discipline.

decreased · weak · unintended

lower supply-security posture (single-supplier dependence, early phase-outs)

Tamar field temporary shutdown October 2023; reserve-draw episodes.

Enacted by

israel_netanyahu_vi_2022_present

Empirical evidence — linked hypotheses

Explicit links are curated by the author. Inferred links are hypotheses in the library that test the same axes this policy moved — the framework's answer to "what does the data say about a policy like this?".

Estonia adopted among the most radical market-liberalisation packages of any post-Soviet state — flat tax (26% universal rate, 1994), currency board (EEK pegged to DM/EUR, 1992), rapid privatisation, unilateral free trade, and minimal capital controls — and by 2007 had recovered to Soviet-era GDP per capita levels and substantially exceeded them, while Belarusian and Ukrainian peers had not recovered comparably.

estonia_market_reform_post_soviet_growth_1991_2007inferred

viaregulatory.trade_openness

PARTIAL — recovery threshold pass=True (year_recovered=1998, 2007 vs 1991 = 70.53282727739165); Baltic−CIS gap pass=False (gap=5.1509956229348575)

partial

Large welfare states sustain long-run real GDP per capita growth when paired with market flexibility (low product- and labour-market barriers), trade openness, and fiscal discipline (debt-to-GDP below 90%), but not when paired with rigid product and labour markets, in an OECD and rich- country panel 1980-2020.

welfare_state_market_flexibility_complementinferred

viafiscal.spending_levelregulatory.trade_openness

PARTIAL — coef=+3.308e-18, p=0.653; effect magnitude effectively zero

partial

Canada’s long-run prosperity after the Canada–US Free Trade Agreement (1988) and NAFTA (1994) is more associated with market openness than with national industrial-policy initiatives.

canada_market_liberalisation_vs_state_industry_1988_2024inferred

viaregulatory.trade_openness

INCONCLUSIVE_DATA_PENDING — treatment 'canada_post_1988' has no within-country variation under country fixed effects

run pending

Singapore's long-run prosperity and frontier convergence are better predicted by extreme trade openness, strong rule of law, competitive product and services markets, and high economic freedom than by state ownership or industrial targeting alone.

singapore_state_capacity_market_openness_comboinferred

viaregulatory.trade_openness

PARTIAL — coef=-0.0001143, p=0.713 (above α=0.1); direction inconclusive

partial

German industrial gross value added, manufacturing output, and real household income diverged materially from a synthetic-Germany donor- pool counterfactual over 2018-2025, and a variance decomposition across candidate channels attributes the majority of the divergence to regulatory-channel factors (Environmental Policy Stringency index increase post-2017, nuclear-phase-out schedule, single-supplier Russian gas dependency lock-in, industrial emission and reporting rules) rather than to fiscal-channel factors (general government consumption and tax burden were broadly stable across the Merkel late-term and Scholz years, with the debt brake in effect until 2023).

germany_decline_2018_2025_regulatory_not_fiscalinferred

viaregulatory.energy_supply_securityregulatory.trade_openness

partial — DEU below synthetic by -0.251 cumulative over 2018-2022 (sign correct), but magnitude or placebo p=0.36363636363636365 below pre-registered thresholds…

partial

The ASEAN-China Free Trade Area (ACFTA), with the goods agreement effective 2010-01-01 for the original ASEAN-6, raised ASEAN-6 merchandise-export intensity over the 2010-2019 window relative to non-ASEAN comparator economies.

trade_lib_acfta_asean_china_2010_export_growthinferred

viaregulatory.trade_opennessregulatory.energy_supply_security

PARTIAL — ATT=+3.31, p=0.324, N=295, treated_countries=1 (above α=0.10)

partial

The African Continental Free Trade Area (AfCFTA), with trading formally commencing 2021-01-01, has not yet produced a measurable acceleration in aggregate African trade-openness ratios over the 2021-2024 window relative to a synthetic-control donor pool of non-AfCFTA emerging-market regions, because of slow tariff- schedule ratification, COVID-19 trade disruption, and weak cross-border infrastructure.

trade_lib_afcfta_2021_intra_african_tradeinferred

viaregulatory.trade_opennessregulatory.energy_supply_security

REFUTED — shape=panel_summary, sign - OPPOSITE claim +; |Δ_log|=0.288, ratio=0.75

refuted

UK GDP per capita (PPP, constant international dollars) diverged negatively from a matched synthetic counterfactual of similar-income anglophone/developed economies (USA, CAN, AUS, NZL, DEU, NLD, CHE) starting around 2008 and widening post-2016 (Brexit referendum).

uk_economic_decline_multi_movementinferred

viafiscal.spending_levelregulatory.trade_opennessregulatory.energy_supply_security

INCONCLUSIVE_DATA_PENDING — treatment 'uk_post_2008' has no within-country variation under country fixed effects

run pending

Similar historical policies

Ranked by axis-fingerprint overlap with this policy. Direction match bolded — those are the closest historical analogues. Shape of the match is what drives policy-outcome comparison, not the country or party label.

Iran-Iraq War economy 1980-1988

IRN·1980

match

1.7

trade opennessspending level

Russian full-scale invasion of Ukraine 2022

RUS·2022

match

1.7

trade opennessspending level

Vietnamese invasion and occupation of Cambodia (1978-1989)

VNM, KHM·1978