IESET.
Policies·gm_recovery_focused_ndp_2023_2027

The Gambia recovery-focused national development plan 2023-2027

GMB·2023 – 2027·Barrow National People's Party governmentcandidate
movesspending level↑sectoral subsidy↑product market competition↑

What the policy did

The Gambia adopted a recovery-focused national development plan for 2023-2027 to guide the post-pandemic and post-transition investment agenda. The plan emphasizes green recovery, private-sector-led growth, agriculture, tourism, infrastructure, human capital, governance reforms, and social inclusion while serving as the medium-term coordination frame for public spending and partner support.

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 · moderate
higher spending share
The plan organizes a multi-year public-investment and service-delivery pipeline.
↑
sectoral subsidy
fiscal.sectoral_subsidy
Targeted industrial and sectoral subsidies (renewable energy, chip manufacturing, agriculture, green hydrogen, etc).
increased · weak
expanded sectoral subsidies
Agriculture, tourism, infrastructure, and green-recovery sectors receive priority coordination and financing.
↑
product market competition
regulatory.product_market_competition
Product-market regulation, entry barriers, licensing burdens, network-industry regulation, price controls.
increased · weak
more competition-friendly (lower entry barriers)
Private-sector-led growth and business-environment reforms are central to the plan.

Enacted by

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?".

The Soviet central-planning system, having already exhibited TFP stagnation 1970-1989, underwent a canonical institutional and economic collapse 1989-1998 as plan-enforcement was withdrawn without functioning market institutions in place.
soviet_union_central_planning_gdp_collapse_1989_1991inferred
viaregulatory.product_market_competitionfiscal.spending_level
INCONCLUSIVE_DATA_PENDING — no outcome variable loaded; missing: ['derived: count of canonical_metrics with threshold met']
run pending
Rapid market liberalisation (price decontrol, mass privatisation, trade opening) under weak institutions produces large short-run welfare losses—rising mortality, falling life expectancy, rising inequality, and collapsing output—that may persist for at least a decade, compared to gradual reformers or non-reformers at similar initial income levels.
free_market_shock_therapy_social_costinferred
viaregulatory.product_market_competitionfiscal.spending_level
PARTIAL — mean_gap=-3.156, |gap|/pre_sd=1.8, p_perm=0.367; claim direction ambiguous
partial
Among high-income economies 1990-2020, services-sector competition — measured by low barriers to entry, low incumbent-protection scores, and high churn in retail, transport, communications, and professional services — predicts long-run prosperity (real GDP per capita growth and labour-productivity growth) better than manufacturing-specific industrial policy spending.
sectoral_competition_services_productivityinferred
viaregulatory.product_market_competitionfiscal.sectoral_subsidy
PARTIAL — coef=+0.000842, p=0.361 (above α=0.05); direction inconclusive
partial
Across a broad panel of economies 1980-2020, market reforms (privatisation, trade liberalisation, and price decontrol) produce durable gains in real GDP per capita growth only when rule-of-law scores exceed a minimum threshold (WGI Rule of Law > -0.5, approximately the 40th percentile of the global distribution).
rule_of_law_market_reform_complementarityinferred
viaregulatory.product_market_competition
REFUTED — coef=-0.1483 (sign opposite claim +), p=0.00481
refuted
Across a broad panel of developing and emerging-market economies 1980-2020, price controls and directed input subsidies predict higher capital misallocation — measured by the dispersion of the marginal product of capital across firms or sectors — and lower long-run total-factor-productivity growth.
price_signal_distortion_capital_misallocationinferred
viaregulatory.product_market_competitionfiscal.sectoral_subsidy
PARTIAL — coef=+0.008607, p=0.542 (above α=0.05); direction inconclusive
partial
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.product_market_competition
PARTIAL — recovery threshold pass=True (year_recovered=1998, 2007 vs 1991 = 70.53282727739165); Baltic−CIS gap pass=False (gap=5.1509956229348575)
partial
Market-oriented reform episodes that persist for at least twenty years produce more durable GDP-per-capita and productivity gains than short reform bursts or state-led industrial-policy episodes without sustained market competition.
market_reform_duration_growth_persistenceinferred
viaregulatory.product_market_competitionfiscal.sectoral_subsidy
PARTIAL — shape=TWFE, coef=+0.3555, p=0.172 (above α=0.10)
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_level
PARTIAL — coef=+3.308e-18, p=0.653; effect magnitude effectively zero
partial

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.

Italy PNRR (Piano Nazionale di Ripresa e Resilienza) 2021
ITA·2021
match
1.9
sectoral subsidyspending levelproduct market competition
Industrialising industries strategy
DZA·1967
match
1.8
spending levelsectoral subsidyproduct market competition
Iraq oil-boom national development plan 1976-1980
IRQ·1976
match
1.8
spending levelsectoral subsidyproduct market competition
Canada — Build Canada Homes programme (2025)
CAN·2025
match
1.6
spending levelsectoral subsidyproduct market competition
Plan Comores Emergent 2030
COM·2019
match
1.6
spending levelsectoral subsidyproduct market competition
Cabo Verde PEDS II Ambition 2030 strategy 2022
CPV·2022
match
1.6
spending levelsectoral subsidyproduct market competition
South Korea 2026 economic growth strategy and AI-first industrial package
KOR·2025
match
1.6
sectoral subsidyspending levelproduct market competition
Togo 2025 government roadmap 2020
TGO·2020
match
1.6
spending levelsectoral subsidyproduct market competition

References