What works in Bangkok
All catalogues · Thailand profile
Quality scores are 0–100 rubric scores; “strong evidence” reflects study design; adoptions count documented replications elsewhere. Know more
Evidence snapshot for Bangkok
Bangkok's infrastructure problem-reporting system, Traffy Fondue, dramatically cut resolution times from roughly two months to about two days for issues like potholes and flooding, achieving 91% citizen satisfaction and an estimated US$2.14 million in annual savings across 98,000 analysed reports. A Bangkok case study within the nationwide 'AI for Teachers' programme documented a 30% boost in student engagement when educators used AI-assisted planning tools, though this represents a single documented instance rather than city-wide data. The evidence demonstrates Bangkok's success in civic tech adoption and early classroom AI integration, but does not quantify broader patterns of digital service delivery or educational outcomes across the city.
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 Gender-Responsive Budgeting — From Constitutional Commitment to Whole-of-Government Implementation · Thailand's Long-Term Resident (LTR) Visa — Work-from-Thailand Professional Track · UN Women AI School — Regional AI Upskilling for Gender-Equality Advocates Across Asia-Pacific
Generated from this place's cited practices only. Always check the linked sources.
Strengths & weaknesses vs peers
Strengths
Evaluation evidence +64 pts 100 here · 36 average
Equity & inclusion +35 pts 89 here · 54 average
Water & soil — retention, infiltration, erosion control +32 pts 83 here · 51 average
Documented learning +27 pts 100 here · 73 average
Demonstrated reach +25 pts 100 here · 75 average
Impact on gender equality +17 pts 100 here · 83 average
Transparency, ethics & data protection +17 pts 67 here · 50 average
Evaluated outcomes +16 pts 100 here · 84 average
Evidence of learning impact +14 pts 44 here · 30 average
Sustainability +14 pts 93 here · 80 average
Scalability & sustainability +12 pts 78 here · 66 average
Gender-mainstreaming embedding +10 pts 100 here · 90 average
Innovation level +9 pts 73 here · 64 average
Weaknesses
Fire resilience — risk reduction, evidenced -9 pts 0 here · 9 average
Transparency, fairness & accountability -9 pts 44 here · 54 average
Governance, certification & transferability -19 pts 47 here · 66 average
Efficiency -52 pts 0 here · 52 average
Curator validation -75 pts 0 here · 75 average
Effectiveness -81 pts 0 here · 81 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
Thailand's Long-Term Resident (LTR) Visa — Work-from-Thailand Professional Track · 62
UN Women AI School — Regional AI Upskilling for Gender-Equality Advocates Across Asia-Pacific · 60
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
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
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
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
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
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