What works in Bangkok
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Quality scores are 0–100 rubric scores; “strong evidence” reflects study design; adoptions count documented replications elsewhere. Know more
Evidence snapshot for Bangkok
Traffy Fondue transformed Bangkok's infrastructure reporting system: average resolution time for citizen-reported issues like potholes and flooding fell from roughly two months to about two days, with 91% citizen satisfaction and estimated annual savings of US$2.14 million. The evidence covers one peer-reviewed study of 98,000 reports but does not address other aspects of Bangkok's governance, economy, or society beyond this specific service delivery improvement.
Drawn from: Net Pracharat – Village Broadband Internet Project · Traffy Fondue: LINE-Based Citizen Issue Reporting for Bangkok · Thailand 'AI for Teachers' — Upskilling 160,000 Educators Nationwide · Baan Mankong — Thailand's Community-Driven Secure Housing Programme · Traffy Fondue — Thailand's AI citizen complaint management system · Thailand Telecommunications Relay Service (TTRS) — Free Video, Text and Voice Relay for Deaf and Hard-of-Hearing Thais · Vulcan Coalition — Employing People with Disabilities to Label and Train AI Datasets · Thailand Gender-Responsive Budgeting — From Constitutional Commitment to Whole-of-Government Implementation
Generated from this place's cited practices only. Always check the linked sources.
Strengths & weaknesses vs peers
Strengths
Water & soil — retention, infiltration, erosion control +35 pts 83 here · 48 average
Impact on gender equality +29 pts 100 here · 71 average
Equity & inclusion +25 pts 75 here · 50 average
Demonstrated reach +24 pts 100 here · 76 average
Evaluated outcomes +21 pts 100 here · 79 average
Transparency, ethics & data protection +20 pts 67 here · 47 average
Evidence of learning impact +15 pts 42 here · 26 average
Scalability & sustainability +12 pts 74 here · 62 average
Achievement / evidence +12 pts 100 here · 88 average
Gender-mainstreaming embedding +11 pts 100 here · 89 average
Weaknesses
Governance, certification & transferability -8 pts 56 here · 64 average
Teacher capability & pedagogy -12 pts 25 here · 37 average
Efficiency -33 pts 0 here · 33 average
Effectiveness -68 pts 0 here · 68 average
Curator validation -73 pts 0 here · 73 average
Score profile vs peers
Coloured bar: Bangkok. 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
Net Pracharat – Village Broadband Internet Project · 92
Traffy Fondue: LINE-Based Citizen Issue Reporting for Bangkok · 81
Thailand 'AI for Teachers' — Upskilling 160,000 Educators Nationwide · 80
Baan Mankong — Thailand's Community-Driven Secure Housing Programme · 76
Traffy Fondue — Thailand's AI citizen complaint management system · 73
Vulcan Coalition — Employing People with Disabilities to Label and Train AI Datasets · 72
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
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
Abolition of Chhaupadi — Ending Menstrual Exile Huts in Nepal's Far- and Mid-Western Districts · fit 82/100
- Rated highly transferable
- Addresses this place's weak dimensions
Guyana's One-Third Gender Candidate Quota — Two Decades of Sustained Representation · fit 82/100
- Rated highly transferable
- Addresses this place's weak dimensions
Serbia's 40% Electoral Gender Quota — From One-in-Three to Near-Parity Party Lists (2020-2025) · fit 82/100
- Rated highly transferable
- Addresses this place's weak dimensions
Bogotá's Care Blocks (Manzanas del Cuidado) · fit 82/100
- Rated highly transferable
- Addresses this place's weak dimensions
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