IESET.
Hypotheses·trade·trade_lib_afcfta_2021_intra_african_trade

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.

The descriptive prediction is a null or modestly-negative effect through 2024 with implementation effects expected to materialise in the 2025-2030 window.

REFUTEDengine/runs/trade_lib_afcfta_2021_intra_african_trade

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

confidence cueThis test cuts against the claim as written or misses its pre-declared threshold.

policy briefNeeds review

In ordinary language

When countries open more of the economy to trade and competition, do people end up with better long-run income or productivity outcomes?

plain answer

The data did not support the prediction. shape=panel_summary, sign - OPPOSITE claim +; |Δ_log|=0.288, ratio=0.75

why it matters

This matters because trade claims should change belief only when they survive a pre-declared empirical test.

how the test works

It compares 50 country or place units from 2010 to 2024, using a descriptive design.

what was measured
What changed
  • Afcfta indicator
What we checked
  • Trade openness pct income
  • Merchandise exports pct income
what this does not prove

A single test is not the whole truth. It narrows the claim under a specific sample, time period, and method. Strong policy conclusions need the pattern to survive nearby tests, alternative data, and serious objections.

verification

0 input datasets, 0 unresolved missing series, provenance status: no input vintages recorded.

Results

engine/runs/trade_lib_afcfta_2021_intra_african_trade
1007550250201020172024DZAAGOBWABFABDICMRCAF
illustrative sketch · run pending
No coefficients yet. When the model fires, this chart will show trade_openness_pct_gdp across 50 sampled countries over 2010–2024.
The shapes above are stylised — none of the lines are real data.
Placeholder for trade_lib_afcfta_2021_intra_african_trade. Published chart will be generated from engine/runs/trade_lib_afcfta_2021_intra_african_trade/chart_data.json.

Who has skin in the game — schools predicting on this

12 schools list this hypothesis as a test of their position. The chips below are school-level scoreboard outcomes, not a second hypothesis verdict.

hypothesis verdict vs scoreboard outcome

The banner verdict judges this hypothesis as written. The scoreboard asks whether each school's polarity-corrected prediction was right. Raw status is not a school win: SUPPORTED supports schools that needed SUPPORTED, but refutes schools that needed REFUTED.

Chicago School Monetarismwins if MIXEDpartial/no-callDegrowth / Ecological Macroeconomicswins if MIXEDpartial/no-callDemocratic Socialism (Bernsteinian revisionism + modern)wins if MIXEDpartial/no-callStructuralist / Developmentalistwins if MIXEDpartial/no-callEmpirical Pragmatist (the framework's house position)wins if MIXEDpartial/no-callNew Institutional Economicswins if MIXEDpartial/no-callMarket Socialism (Lange-Lerner tradition)wins if MIXEDpartial/no-callMarxism-Leninism (central-planning implementation)wins if MIXEDpartial/no-callModern Monetary Theorywins if MIXEDpartial/no-callNew Keynesian (mainstream synthesis)wins if MIXEDpartial/no-callPost-Keynesianwins if MIXEDpartial/no-callSocial Democraticwins if MIXEDpartial/no-call

Pre-registration

registration ordering unverified
first-spec commit 4c8ce8e · 2026-07-18T22:11:21Z
run generated · 2026-04-30T08:07:39Z
Run timestamp predates this path's first git-add commit (rebase, rename, or pre-git local run). Spec hash is still the path's first-add commit — not repository HEAD — but ordering is not a clean pre-registration proof.

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. The descriptive prediction is a null or modestly-negative effect through 2024 with implementation effects expected to materialise in the 2025-2030 window.

Falsification criterion — what would disprove this

set before the run · honoured after

This hypothesis is considered falsified if:

SUPPORTED if the change in trade-openness for AfCFTA states 2021-2024 minus 2017-2019 baseline is not greater than +2 pp relative to the matched non-African comparator change. The null prediction is the default; the framework records the magnitude as a baseline against which a follow-on 2025-2030 spec will measure deepening.

formal test & threshold
test:      descriptive_pre_post_afcfta_trade_openness
threshold: PRIMARY: African-minus-comparator change in trade-openness <= +2 pp. METHOD_VALID: WDI NE.TRD.GNFS.ZS available for >=80% of African states 2017-2024.

Method

Template
descriptive
Clustering
none
Sample
50 countries · 2010 – 2024
Evidence type
descriptive

Descriptive pre/post mean comparison. Too early in the implementation timeline for credible DiD identification. Reports the change in mean trade-openness 2021-2024 minus 2017-2019 (pre-COVID baseline) for African vs non-African middle-income economies.

Data

VariableSourceTransform
trade_openness_pct_gdp
outcome
world_bank_wdi:NE.TRD.GNFS.ZStier 2
level
merchandise_exports_pct_gdp
outcome
world_bank_wdi:NE.EXP.GNFS.ZStier 2
level
afcfta_indicator
treatment
constructed:indicator = 1 for AfCFTA-ratifying states from 2021-01-01tier 5
indicator
log_gdp_pc_pretreatment
control
world_bank_wdi:NY.GDP.PCAP.KDtier 2
log_level_at_treatment_minus_1

● ready  · ● pending  · ● reconstruct-needed

Strongest opposing argument

Every hypothesis ships with its charitable opposing argument. The framework earns credibility by handling objections at their strongest, not weakest.

Authored framework. Read the transparency note.