What works in Gdańsk
All catalogues · Poland profile
Quality scores are 0–100 rubric scores; “strong evidence” reflects study design; adoptions count documented replications elsewhere. Know more
Evidence snapshot for Gdańsk
Gdańsk has pioneered innovative democratic governance through Poland's first binding, sortition-based Citizens' Assembly, which convened 60–80 residents in 2016 to design flood-mitigation measures, with 16 of 19 proposals (84%) clearing an 80% supermajority threshold to become binding city commitments. The city also hosts Gdańsk Science and Technology Park, an innovation hub established in 2006 that operates 40,000+ m² of research and incubation space with 80+ resident companies and a 96–97% occupancy rate. A contested legal precedent emerged from Gdańsk's biometric identification system in schools, where a primary school's fingerprinting of 680 pupils triggered a six-year legal dispute between Poland's data-protection authority and two courts over GDPR compliance in educational settings.
Drawn from: Gdańsk's Citizens' Assembly — Poland's First Binding, Sortition-Based Panel Born from a Deadly Flood · Gdańsk Science and Technology Park — city innovation hub (Gdańsk) · Fingerprints for School Lunch — Gdańsk's Six-Year Legal Battle Over Children's Biometric Data
Generated from this place's cited practices only. Always check the linked sources.
Strengths & weaknesses vs peers
Strengths
Inclusiveness / equity +24 pts 67 here · 43 average
Transferability / demonstrated replication +23 pts 83 here · 60 average
Innovation +21 pts 83 here · 62 average
Water & soil — retention, infiltration, erosion control +19 pts 67 here · 48 average
Weaknesses
Transparency, ethics & data protection -14 pts 33 here · 47 average
Equity & inclusion -17 pts 33 here · 50 average
Scalability -18 pts 44 here · 62 average
Evidence of learning impact -26 pts 0 here · 26 average
Carbon — sequestration / storage, evidenced -28 pts 0 here · 28 average
Teacher capability & pedagogy -37 pts 0 here · 37 average
Biodiversity — conservation / improvement, evidenced -48 pts 0 here · 48 average
Score profile vs peers
Coloured bar: Gdańsk. 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
Gdańsk's Citizens' Assembly — Poland's First Binding, Sortition-Based Panel Born from a Deadly Flood · 81
Gdańsk Science and Technology Park — city innovation hub (Gdańsk) · 57
Fingerprints for School Lunch — Gdańsk's Six-Year Legal Battle Over Children's Biometric Data · 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.
Ushahidi — Kenya's Crowdsourced Crisis-Mapping Platform · fit 82/100
- Rated highly transferable
- Addresses this place's weak dimensions
Smart City Wien Framework Strategy · fit 82/100
- Rated highly transferable
- Addresses this place's weak dimensions
Ciudad Mujer — El Salvador's Integrated Women's Services Programme · fit 100/100
- Rated highly transferable
- Backed by strong evidence
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
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
safe+natal — Comadrona-Designed Smartphone Checklist for Maternal Risk Screening in Rural Guatemala · fit 100/100
- Backed by strong evidence
Digital Green — Video-Mediated Agricultural Extension · fit 100/100
- Backed by strong evidence
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