What works in Dominica
All catalogues
Quality scores are 0–100 rubric scores; “strong evidence” reflects study design; adoptions count documented replications elsewhere. Know more
Evidence snapshot for Dominica
Dominica has deployed AI-driven tools and digital infrastructure to build resilience after Hurricane Maria: AI roof classification reached F1 scores of 0.93 for roof type and 0.92 for roof material across 8,345 sampled buildings, and a World Bank–financed $28M digital transformation programme brought 90+ government services online and 12 digital functions to a shared platform. The country also became the first English-speaking Caribbean nation to adopt a National Policy on Gender Equality in 2007, though independently verified outcome data on its impact remains unavailable. Additionally, Dominica participates in the Caribbean Examinations Council's 2026 shift to permit generative AI in school assessments, though the evidence does not yet quantify educational effects.
Drawn from: AI Roof Classification Helps Dominica Rebuild Housing Resilience After Hurricane Maria · Caribbean Digital Transformation Project (CARDTP) — Dominica · Dominica's National Policy on Gender Equality · The Caribbean Exam Board's 2026 AI U-Turn Reaches Dominica — CXC Permits, Then Redesigns, Assessment Around Generative AI · Dominica's Citizenship by Investment Programme — Fast Revenue Growth, IMF-Flagged Fiscal Risk · Leveraging Eco-Tourism for Biodiversity Protection — GEF-Financed National Park Management (Dominica)
Generated from this place's cited practices only. Always check the linked sources.
Strengths & weaknesses vs peers
Strengths
Transparency, fairness & accountability +46 pts 100 here · 54 average
Curator validation +27 pts 100 here · 73 average
Documented learning +26 pts 100 here · 74 average
Transparency, ethics & data protection +20 pts 67 here · 47 average
Biodiversity — conservation / improvement, evidenced +19 pts 67 here · 48 average
Achievement / evidence +13 pts 100 here · 87 average
Gender-mainstreaming embedding +11 pts 100 here · 89 average
Evidence of impact / measured results +10 pts 67 here · 57 average
Weaknesses
Inclusiveness / equity -10 pts 33 here · 43 average
Sustainability (ongoing) -11 pts 67 here · 78 average
Water & soil — retention, infiltration, erosion control -15 pts 33 here · 48 average
Equity & inclusion -16 pts 33 here · 50 average
Evidence of learning impact -26 pts 0 here · 26 average
Carbon — sequestration / storage, evidenced -27 pts 0 here · 27 average
Efficiency -32 pts 0 here · 32 average
Innovation level -32 pts 30 here · 62 average
Multi-stakeholder collaboration -40 pts 33 here · 74 average
Evaluation evidence -49 pts 0 here · 49 average
Effectiveness -66 pts 0 here · 66 average
Impact on gender equality -70 pts 0 here · 70 average
Demonstrated reach -76 pts 0 here · 76 average
Evaluated outcomes -78 pts 0 here · 78 average
Score profile vs peers
Coloured bar: Dominica. 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
AI Roof Classification Helps Dominica Rebuild Housing Resilience After Hurricane Maria · 80
Caribbean Digital Transformation Project (CARDTP) — Dominica · 52
Dominica's National Policy on Gender Equality · 48
Dominica's Citizenship by Investment Programme — Fast Revenue Growth, IMF-Flagged Fiscal Risk · 33
Each number is the practice's overall 0–100 quality score against its catalogue's rubric. Know more
Cities with evaluated practice
Where the documented practice in Dominica concentrates — each city has its own evidence profile.
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