evidoria

What works in Maputo

All catalogues · Mozambique profile

4
evaluated practices
62/100
average quality score
0%
strong evidence, of 4 assessed
{# KAN-370: every section closes with a one-line "what is this number" note + Know more. The note only names metrics actually shown — the strong-evidence tile hides when nothing is assessed (KAN-364 honesty rule), so its mention hides with it. #}

Quality scores are 0–100 rubric scores; “strong evidence” reflects study design; adoptions count documented replications elsewhere. Know more

Evidence snapshot for Maputo

Mozambique's INGD and INAM piloted an AI-augmented early-warning system in Maputo and beyond that helped reduce cyclone deaths from 603 (Cyclone Idai, 2019) to 183 (Cyclone Freddy, 2023), though the AI/ML forecasting layer itself remains at pilot stage with outcomes not yet separately evaluated. Mozambique's telecoms regulator INCM held an International Girls in ICT Day event in Maputo on 23–24 April 2026, featuring public talks and afternoon mentoring for roughly 30 girls focused on AI and digital skills, explicitly framed to address girls' underrepresentation in technology careers. The practices do not provide other quantified evidence specific to Maputo's development outcomes or scale.

Drawn from: Mozambique — FRELIMO's Voluntary Zebra-List Quota (40%) · M-Pesa Mozambique – Vodacom/IFC Financial Inclusion Partnership · AI-Augmented Early Warning System — Mozambique's INGD/INAM Pilot for Cyclone and Flood Forecasting · Girls in ICT Day 2026 — Mozambique's INCM Puts Artificial Intelligence at the Centre of Its National Celebration

Generated from this place's cited practices only. Always check the linked sources.

Strengths & weaknesses vs peers

{# KAN-369 chips show whole points; the explanation lives in the section's bottom note (KAN-370) so each concept is explained exactly once. #}

Strengths

Evaluation evidence +64 pts 100 here · 36 average

Efficiency +48 pts 100 here · 52 average

Documented learning +27 pts 100 here · 73 average

Demonstrated reach +25 pts 100 here · 75 average

Curator validation +25 pts 100 here · 75 average

Sustainability +20 pts 100 here · 80 average

Effectiveness +19 pts 100 here · 81 average

Impact on gender equality +17 pts 100 here · 83 average

Evaluated outcomes +16 pts 100 here · 84 average

Equity & inclusion +13 pts 67 here · 54 average

Gender-mainstreaming embedding +10 pts 100 here · 90 average

Weaknesses

Transparency, fairness & accountability -20 pts 33 here · 54 average

Evidence of impact / measured public value -27 pts 33 here · 60 average

Evidence of learning impact -30 pts 0 here · 30 average

Scalability beyond pilot -33 pts 33 here · 66 average

Governance, capability & sustainability -33 pts 33 here · 66 average

Teacher capability & pedagogy -39 pts 0 here · 39 average

Transparency, ethics & data protection -50 pts 0 here · 50 average

{# Score profile vs peers (KAN-364, UX2.3): every dimension as place-vs-corpus bars — the full picture behind the strengths/weaknesses shortlists above. #}

Score profile vs peers

Evaluation evidence
100 · 36
Efficiency
100 · 52
Documented learning
100 · 73
Demonstrated reach
100 · 75
Curator validation
100 · 75
Sustainability
100 · 80
Effectiveness
100 · 81
Impact on gender equality
100 · 83
Evaluated outcomes
100 · 84
Equity & inclusion
67 · 54
Gender-mainstreaming embedding
100 · 90
Transferability / replicability
67 · 59
Achievement / evidence
100 · 93
Innovation level
60 · 64
Transparency, fairness & accountability
33 · 54
Evidence of impact / measured public value
33 · 60
Evidence of learning impact
0 · 30
Scalability beyond pilot
33 · 66
Governance, capability & sustainability
33 · 66
Teacher capability & pedagogy
0 · 39
Transparency, ethics & data protection
0 · 50

Coloured bar: Maputo. Grey bar: peer average across the corpus. Both on a common 0–100 scale.

Points compare this place's average on each dimension with the average across all evaluated places, on a common 0–100 scale. Know more

Top good practices here

Mozambique — FRELIMO's Voluntary Zebra-List Quota (40%) · 96

M-Pesa Mozambique – Vodacom/IFC Financial Inclusion Partnership · 92

AI-Augmented Early Warning System — Mozambique's INGD/INAM Pilot for Cyclone and Flood Forecasting · 40

Girls in ICT Day 2026 — Mozambique's INCM Puts Artificial Intelligence at the Centre of Its National Celebration · 20

Each number is the practice's overall 0–100 quality score against its catalogue's rubric. Know more

Recommended to adopt or replicate

Transferable practices from elsewhere that address this place's gaps.

{# KAN-369: display the true 0–100 fit (rec.score) — gap_score is ordering-only and exceeds 100 by construction; the weak-gap boost surfaces as a reason line instead. #}

Copenhagen Business Hub (Erhvervshus Hovedstaden) · fit 90/100

  • Rated highly transferable
  • Backed by strong evidence
  • Addresses this place's weak dimensions
{# KAN-369: display the true 0–100 fit (rec.score) — gap_score is ordering-only and exceeds 100 by construction; the weak-gap boost surfaces as a reason line instead. #}

Stadtidee Aarau — Switzerland's First City-Wide Participatory Budget Using the Method of Equal Shares · fit 90/100

  • Rated highly transferable
  • Backed by strong evidence
  • Addresses this place's weak dimensions
{# KAN-369: display the true 0–100 fit (rec.score) — gap_score is ordering-only and exceeds 100 by construction; the weak-gap boost surfaces as a reason line instead. #}

Smart City Wien Framework Strategy · fit 82/100

  • Rated highly transferable
  • Addresses this place's weak dimensions
{# KAN-369: display the true 0–100 fit (rec.score) — gap_score is ordering-only and exceeds 100 by construction; the weak-gap boost surfaces as a reason line instead. #}

VIGINUM's D3lta — France's Open-Source AI Tool for Detecting Coordinated Disinformation · fit 82/100

  • Rated highly transferable
  • Addresses this place's weak dimensions
{# KAN-369: display the true 0–100 fit (rec.score) — gap_score is ordering-only and exceeds 100 by construction; the weak-gap boost surfaces as a reason line instead. #}

Ciudad Mujer — El Salvador's Integrated Women's Services Programme · fit 100/100

  • Rated highly transferable
  • Backed by strong evidence
{# KAN-369: display the true 0–100 fit (rec.score) — gap_score is ordering-only and exceeds 100 by construction; the weak-gap boost surfaces as a reason line instead. #}

SASA! Community Mobilisation Programme against Intimate Partner Violence — Uganda · fit 100/100

  • Rated highly transferable
  • Backed by strong evidence
{# KAN-369: display the true 0–100 fit (rec.score) — gap_score is ordering-only and exceeds 100 by construction; the weak-gap boost surfaces as a reason line instead. #}

Digital Green — Video-Mediated Agricultural Extension · fit 100/100

  • Backed by strong evidence
{# KAN-369: display the true 0–100 fit (rec.score) — gap_score is ordering-only and exceeds 100 by construction; the weak-gap boost surfaces as a reason line instead. #}

Kartu Prakerja – National Digital Skills and Financial Inclusion Programme · fit 100/100

  • Backed by strong evidence

Fit estimates how well a practice matches this place, 0 (poor) to 100 (excellent); the list is ordered to favour practices that address this place's gaps. Know more