What works in Libreville
All catalogues · Gabon profile
Quality scores are 0–100 rubric scores; “strong evidence” reflects study design; adoptions count documented replications elsewhere. Know more
Evidence snapshot for Libreville
UNESCO's AI training for pedagogical inspectors in Libreville in May 2025 trained approximately 100 of Gabon's inspectors in AI frameworks and lesson planning, reflecting an early government-endorsed initiative despite only 10% of Gabonese schools having adopted AI regulatory frameworks. The Digital Gabon Project, financed by a $68.5M World Bank loan, relaunched the country's electronic ID card system in Libreville on 25 June 2024, marking the first new-generation ID issuance in approximately 11 years, with nationwide rollout still planned. The evidence demonstrates that Libreville has served as the pilot site for both digital identity infrastructure and AI education capacity-building initiatives, though downstream impacts on classroom practice and ID uptake remain undocumented.
Drawn from: Gabon CAFI Forest Carbon Agreement · Digital Gabon — National Legal Identity & E-Government Project · UNESCO AI Training for Gabon's Pedagogical Inspectors — Libreville · Forest Foresight — AI Radar-Based Deforestation Prediction Protecting Gabon's Rainforest · Gabon's 2016 Gender Parity Law and Its Post-Coup Unraveling · Gabon Blue Bond — Sovereign Debt Conversion for Ocean Conservation · Gabon's CAFI Payment: Africa's First Forest-Carbon Cheque, and Its Minister's Own Admission · Gabon's Payment for Environmental Services Pilot — Conseil National Climat & CAFI-Funded Community Incentives
Generated from this place's cited practices only. Always check the linked sources.
Strengths & weaknesses vs peers
Strengths
Evaluation evidence +51 pts 100 here · 49 average
Curator validation +27 pts 100 here · 73 average
Evaluated outcomes +21 pts 100 here · 79 average
Teacher capability & pedagogy +13 pts 50 here · 37 average
Gender-mainstreaming embedding +11 pts 100 here · 89 average
Evidence of impact / measured public value +9 pts 67 here · 57 average
Weaknesses
Evidence of learning impact -10 pts 17 here · 26 average
Transparency, ethics & data protection -14 pts 33 here · 47 average
Equity & inclusion -17 pts 33 here · 50 average
Transparency, fairness & accountability -20 pts 33 here · 54 average
Sustainability -28 pts 50 here · 78 average
Scalability beyond pilot -29 pts 33 here · 62 average
Water & soil — retention, infiltration, erosion control -31 pts 17 here · 48 average
Efficiency -33 pts 0 here · 33 average
Effectiveness -68 pts 0 here · 68 average
Impact on gender equality -71 pts 0 here · 71 average
Documented learning -74 pts 0 here · 74 average
Demonstrated reach -76 pts 0 here · 76 average
Achievement / evidence -88 pts 0 here · 88 average
Score profile vs peers
Coloured bar: Libreville. 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
Gabon CAFI Forest Carbon Agreement · 60
Digital Gabon — National Legal Identity & E-Government Project · 52
UNESCO AI Training for Gabon's Pedagogical Inspectors — Libreville · 47
Forest Foresight — AI Radar-Based Deforestation Prediction Protecting Gabon's Rainforest · 47
Gabon's 2016 Gender Parity Law and Its Post-Coup Unraveling · 41
Gabon Blue Bond — Sovereign Debt Conversion for Ocean Conservation · 27
Gabon's CAFI Payment: Africa's First Forest-Carbon Cheque, and Its Minister's Own Admission · 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.
Ciudad Mujer — El Salvador's Integrated Women's Services Programme · fit 100/100
- Rated highly transferable
- Backed by strong evidence
- Addresses this place's weak dimensions
Already adopted in 3 other places
SASA! Community Mobilisation Programme against Intimate Partner Violence — Uganda · fit 100/100
- Rated highly transferable
- Backed by strong evidence
- Addresses this place's weak dimensions
Already adopted in 4 other places
Karya — Fair-Wage AI Data-Work Platform Bringing Digital Income to Rural India · fit 100/100
- Backed by strong evidence
- Addresses this place's weak dimensions
safe+natal — Comadrona-Designed Smartphone Checklist for Maternal Risk Screening in Rural Guatemala · fit 100/100
- Backed by strong evidence
- Addresses this place's weak dimensions
Digital Green — Video-Mediated Agricultural Extension · fit 100/100
- Backed by strong evidence
- Addresses this place's weak dimensions
Kartu Prakerja – National Digital Skills and Financial Inclusion Programme · fit 100/100
- Backed by strong evidence
- Addresses this place's weak dimensions
Rwanda's Land Tenure Regularization Programme — Titling Land in Women's Names · fit 90/100
- Rated highly transferable
- Backed by strong evidence
- Addresses this place's weak dimensions
- Rated highly transferable
- Backed by strong evidence
- Addresses this place's weak dimensions
Already adopted in 6 other places
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