evidoria

What works in Mbabane

All catalogues · Eswatini profile

3
evaluated practices
49/100
average quality score
0%
strong evidence, of 3 assessed

Quality scores are 0–100 rubric scores; “strong evidence” reflects study design; adoptions count documented replications elsewhere. Know more

Evidence snapshot for Mbabane

The evidence shows that Mbabane hosts the She Powers Africa Digital Academy, launched in July 2026 by Eswatini's government and the UAE's General Women's Union, which trained an initial cohort of 50 women from government institutions in AI, cybersecurity, data science, software development and IT operations. However, because the academy only launched in mid-2026, no completion, skills-assessment or job-placement data exists yet, so the practice is evidenced by institutional backing and stated targets rather than measured learning outcomes.

Drawn from: Universal Access Fund: Smartphones & Assistive Technology for Vulnerable Citizens · She Powers Africa Digital Academy — Eswatini's UAE-Backed AI, Cybersecurity and Data-Science Pilot · Nomfundo AI — Schools Online Foundation's AI Teaching Assistant in Eswatini Schools

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

Demonstrated reach +24 pts 100 here · 76 average

Sustainability (ongoing) +22 pts 100 here · 78 average

Weaknesses

Evidence of learning impact -10 pts 17 here · 26 average

Scalability & sustainability -12 pts 50 here · 62 average

Transparency, ethics & data protection -14 pts 33 here · 47 average

Documented learning -74 pts 0 here · 74 average

Score profile vs peers

Evaluation evidence
100 · 49
Demonstrated reach
100 · 76
Sustainability (ongoing)
100 · 78
Equity & inclusion
50 · 50
Innovation level
60 · 62
Teacher capability & pedagogy
33 · 37
Evidence of learning impact
17 · 26
Scalability & sustainability
50 · 62
Transparency, ethics & data protection
33 · 47
Documented learning
0 · 74

Coloured bar: Mbabane. 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

Universal Access Fund: Smartphones & Assistive Technology for Vulnerable Citizens · 72

She Powers Africa Digital Academy — Eswatini's UAE-Backed AI, Cybersecurity and Data-Science Pilot · 47

Nomfundo AI — Schools Online Foundation's AI Teaching Assistant in Eswatini Schools · 27

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.

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

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

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