IESET.
Policies·india_pli_scheme_2020

India Pli Scheme 2020

IND·2014 2024candidate
movestax corporatesectoral subsidytransfer expansionproduct market competition

What the policy did

Launched in March 2020 and progressively expanded through 2021-22, the Production Linked Incentive (PLI) scheme offers cash incentives — typically 4-6% on incremental sales — to manufacturers in 14 priority sectors (mobiles, semiconductors, pharma, auto, advanced chemistry cells, etc.) for meeting investment, output, and value-add thresholds. Implemented through scheme-specific notifications by line ministries, PLI is the centrepiece of the "Atmanirbhar Bharat" industrial-policy turn.

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
tax corporate
fiscal.tax_corporate
Statutory and effective corporate tax rates, treatment of depreciation, and international competitiveness.
decreased · weak
lower corporate tax burden
Combined with the 15% concessional rate for new manufacturers to lower effective post-incentive corporate tax.
sectoral subsidy
fiscal.sectoral_subsidy
Targeted industrial and sectoral subsidies (renewable energy, chip manufacturing, agriculture, green hydrogen, etc).
increased · weak
expanded sectoral subsidies
Direct cash subsidy on incremental sales is the core mechanism of PLI.
transfer expansion
fiscal.transfer_expansion
Size of cash and near-cash transfer programmes (unemployment benefits, means-tested assistance, universal child benefits). Architecturally distinct from forced-saving schemes — see condition welfare_architecture.
increased · weak
larger transfer footprint
Major new sub-budget head channelling resources to producer entitlements.
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)
Open and competitive selection processes broadened entry into PLI-targeted sectors.

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_competition
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.transfer_expansion
PARTIAL — mean_gap=-3.156, |gap|/pre_sd=1.8, p_perm=0.367; claim direction ambiguous
partial
Following the 1989-1992 collapse of the Soviet bloc, post-communist countries that adopted market reforms rapidly (Poland, Estonia, Czech Republic, Hungary, Slovenia, Slovakia, Latvia, Lithuania — the "fast reformers") experienced faster recovery in life expectancy at birth than countries that reformed slowly or retained state-socialist economic structures (Russia, Ukraine, Belarus, Moldova, Kazakhstan — the "slow reformers").
post_soviet_market_reform_life_expectancyinferred
viaregulatory.product_market_competitionfiscal.transfer_expansion
INCONCLUSIVE_DATA_PENDING — treatment 'fast_reformer_post_transition' has no within-country variation under country fixed effects
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 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
Venezuela's post-1999 socialist policy regime (Chávez 1999-2013 + Maduro 2013-present, characterised by FX controls, price controls, mass nationalisations, PDVSA politicisation, and 2014+ monetary financing of fiscal deficits) produced a canonical institutional and economic collapse that manifests as ≥7 of 10 pre-registered extreme-outcome metrics, each drawn from an independent data source and measuring a different causal layer.
venezuela_chavismo_canonical_case_multi_metricinferred
viaregulatory.product_market_competitionfiscal.transfer_expansion
INCONCLUSIVE_DATA_PENDING — no outcome variable loaded; missing: ['derived: count of canonical_metrics with threshold met']
run pending
Countries in the top quartile of Heritage business freedom in 2024 have lower latest-available under-5 mortality than bottom-quartile countries, consistent with free-market country policy regimes outperforming less market-oriented regimes on this outcome.
heritage_business_freedom_under5_mortality_current_gapinferred
viaregulatory.product_market_competitionfiscal.transfer_expansion
SUPPORTED — top-vs-bottom gap has expected sign - and Welch p=4.45e-16
supported
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

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.