Policies·ng_agric_transformation_ewallet_2012

Agricultural Transformation Agenda (Growth Enhancement Support e-wallet)

NGA·2011 – 2015·enacted 2012-01-09·PDPcandidate

movessectoral subsidy—product market competition↑rule of law↑

What the policy did

Agricultural Transformation Agenda launched under Minister Akinwumi Adesina in 2011-2012, replacing the historical fertiliser-subsidy distribution (captured by middlemen) with the Growth Enhancement Support Scheme (GESS) e-wallet delivering subsidised inputs directly to farmers via mobile-phone vouchers redeemable at registered agro-dealers. ~14 million farmers enrolled by 2015. Widely praised as a distribution- reform template (exported to other African countries); wound down after 2015 under the Anchor Borrowers' Programme.

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

—

sectoral subsidy

fiscal.sectoral_subsidy

Targeted industrial and sectoral subsidies (renewable energy, chip manufacturing, agriculture, green hydrogen, etc).

unchanged · weak

Reformed delivery mechanism of pre-existing fertiliser subsidy; volume roughly constant.

↑

product market competition

regulatory.product_market_competition

Product-market regulation, entry barriers, licensing burdens, network-industry regulation, price controls.

increased · moderate

more competition-friendly (lower entry barriers)

Opened input distribution to private agro-dealers; broke government-monopoly channel.

↑

rule of law

institutional.rule_of_law

Rule of law as institutional substrate — contract enforcement, judicial independence, equal treatment before the law. Upstream of most other axes.

increased · moderate

stronger rule of law

Reduced rent-capture by middlemen; auditable transfer trail via mobile ID.

Enacted by

nigeria_jonathan_pdp_2010_2015

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.product_market_competitioninstitutional.rule_of_law

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

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_competitioninstitutional.rule_of_law

REFUTED — coef=-0.1483 (sign opposite claim +), p=0.00481

refuted

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_competition

INCONCLUSIVE_DATA_PENDING — no outcome variable loaded; missing: ['derived: count of canonical_metrics with threshold met']

run pending

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 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_subsidyinstitutional.rule_of_law

PARTIAL — coef=+0.008607, p=0.542 (above α=0.05); direction inconclusive

partial

Under Financial Secretary John Cowperthwaite (1961–1971) and successors, Hong Kong pursued near-laissez-faire economic policy — no capital controls, no industrial policy, minimal tariffs, low flat taxes, and light labour regulation; between 1960 and 1997 Hong Kong's GDP per capita rose from approximately $4,000 to $26,000 (2011 PPP), converging almost fully to UK levels and surpassing most continental European economies.

hong_kong_minimal_state_growth_miracle_1960_1997inferred

viainstitutional.rule_of_lawregulatory.product_market_competitionfiscal.sectoral_subsidy

SUPPORTED — HKG/USA per-capita ratio 1997 = 0.80 (>=0.80); HKG annualised growth 1960-1997 = +5.22%/yr (>=5.0).

supported

Across OECD and emerging-market economies 1995-2020, subsidies to incumbent firms — measured by state aid, bailouts, and directed credit guarantees as a share of GDP — predict persistent market concentration (rising top-4 firm revenue share) and weaker subsequent total-factor-productivity growth.

incumbent_subsidy_market_share_persistenceinferred

viaregulatory.product_market_competitionfiscal.sectoral_subsidyinstitutional.rule_of_law

INCONCLUSIVE_DATA_PENDING — interaction term requested but no loadable constructed interaction variable is defined. The generic panel_fe runner would otherwise …

run pending

Starting from comparable 1945 post-war conditions — same ethnicity, language, pre-war German institutional and industrial inheritance, and with the GDR inheriting a larger share of pre-war industrial capital in Saxony and Thuringia — the Federal Republic's Soziale Marktwirtschaft (Ordoliberal market economy with welfare state) versus the German Democratic Republic's planned economy with administered prices, state-enterprise production, and soft budget constraints produced by 1989 a canonical divergence that pattern-matches >=7 of 10 pre-registered extreme-outcome metrics, each drawn from a different publisher or methodology family.

west_east_germany_economic_system_divergence_1950_1989inferred

viaregulatory.product_market_competitioninstitutional.rule_of_law

INCONCLUSIVE_DATA_PENDING — no outcome variable loaded; missing: ['derived: count of canonical_metrics with threshold met']

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.

Italy PNRR (Piano Nazionale di Ripresa e Resilienza) 2021

ITA·2021

match

1.7

sectoral subsidyproduct market competitionrule of law

Greece Recovery and Resilience Plan 'Greece 2.0' 2021

GRC·2021

match

1.6

sectoral subsidyproduct market competitionrule of law

China WTO Accession 2001

CHN·2001