12 Case Studies of South African Schools in an Unequal System

📘 Between Chalkboards and AI: 12 Case Studies of South African Schools in an Unequal System

Author: Prof. Dick Ng’ambi, University of Cape Town, Source: Between chalkboards and AI (Urban Publishing, 2026)

🌍 Why This Matters

What does “digital learning” actually look like in South African schools?

Not the policy version. Not the brochure version. The real, everyday version.

Across South Africa, classrooms range from smartboard-equipped, always-connected spaces to overcrowded rooms where learning continues through chalk, photocopies, and borrowed phones. These 12 case studies reveal a powerful truth: technology in education is not a story of progress - it is a story of inequality, improvisation, and possibility.

🔍 What This Study Explores

This collection captures lived experiences across 12 diverse school contexts, including:

• Low-fee township schools
• Suburban public schools
• High-tech independent schools
• Specialised support institutions
• Teacher training placements

Rather than asking “Do schools have technology?”, this work asks: How is technology actually used? Who benefits - and who is left out? What happens when infrastructure meets reality?

🧭 Key Themes Emerging from the 12 Cases

1. 📱 Mobile Phones Are the Real EdTech Platform

In many schools, phones - not computers - are the dominant learning device. Learners share notes, videos, and explanations via messaging groups, even when formal policies ban phone use.

Insight: Policy often lags behind practice.

2. 💡 Access Does Not Equal Transformation

Even in well-resourced schools with one-to-one devices, teaching often remains lecture-driven, with slides replacing chalk but not pedagogy.

Insight: Technology amplifies teaching - it does not automatically change it.

3. ⚡ Inequality Is Everywhere (Even Within Schools)

Digital divides exist:

• between schools
• between subjects
• between learners in the same classroom

In some schools, science classes use simulations, while humanities rely on printed notes.

Insight: Inequality is layered, not binary.

4. 🔌 Infrastructure Is Fragile

Load-shedding, vandalised labs, broken projectors, and limited data constantly disrupt digital learning.

Result? Teachers design lessons they hope will work. But often revert to what is reliable: chalkboards.

5. 👩🏽‍🏫 Teachers Are Everyday Innovators

Across contexts, teachers improvise creatively:

• WhatsApp voice notes during disruptions
• Quick online quizzes when connectivity allows
• Printed backups when systems fail

Insight: Innovation is happening - but unevenly and often unsupported.

6. 🧠 Learners Are Active Digital Agents

Learners:

• form peer learning networks
• share resources informally
• self-teach using online content

Even in low-resource settings, they actively bridge gaps in formal provision.

7. ♿ Technology Enables Inclusion (When Used Well)

Assistive technologies - like text-to-speech and voice typing - transform learning for students with disabilities.

Insight: Digital tools can be most powerful when focused on access, not efficiency.

8. 🚧 Policy Gaps Shape Practice

Contradictions are common:

• Phones banned – but used
• Platforms adopted – but not standardised
• Tools introduced - but not integrated

Insight: Without coherence, digital strategies fragment.

9. 🌪️ Crisis Reveals Reality

During disruptions (e.g., taxi strikes), schools shift online – but participation exposes deep inequalities in:

• connectivity
• home environments
• device access

10. 🎓 Teacher Education Faces Two Worlds

Student teachers must learn to teach in:

• highly digital environments
• resource-constrained classrooms

💭 Big Questions for the ZivaHub Community

• Should mobile phones be formally integrated into teaching instead of banned?
• What would a realistic digital policy look like across unequal contexts?
• How can teacher education prepare graduates for both extremes?
• Are we designing digital education for ideal conditions or real classrooms?

🚀 Implications for Practice

Design mobile-first learning strategies Invest in teacher development, not just devices. Plan for interruption and instability Embed inclusion from the start. Build coherent school-wide digital frameworks

📢 Call to Action

Share your context: What does digital learning look like in your school or institution? Are you seeing structured systems – or improvisation in action?