Teasers from the research, and the full reports to read alongside.
A rolling set of short findings from community fieldwork — and a complete index of the Mams Radio × Wakamoso episode reports for readers who want to go deeper. New nuggets are added as the work continues.
What the fieldwork is surfacing.
Short, cited findings pulled from the DSTI-funded Mams Radio × Wakamoso series, the Atterbury Uitsig oversight work, and the wider C3B evidence corpus. Directional signals from single-community instruments — added here as they come up.
Title deeds cut backyard dwellings by roughly two-thirds.
In the Uitsig oversight fieldwork, households holding a title deed reported backyard dwellings at about 19%. Households without a title deed reported them at about 65%. The same community, the same street patterns, the same economy — the difference runs with tenure status.
The finding lines up with the property-rights literature (Urban LandMark, Kingwill & Cousins, Harvard’s 2023 SA growth diagnostic): where households cannot prove tenure, they hedge against eviction risk by building or renting backyard structures. Where tenure is secure, they invest in the primary dwelling instead. This is a directional community signal, not a causal estimate.
Source: Atterbury Uitsig Oversight Report (April 2026).Social cohesion is poverty-resistant. Harm in the home is what breaks it.
Across the Mams Radio social cohesion episode, belonging, mutual care and participation held up strongly even where households reported serious economic strain. Hardship alone did not pull cohesion apart. What did, in the factor analysis, was direct in-home harm — gender-based violence, problematic alcohol or drug use, coercive debt pressure, and problematic online gambling.
Where those exposures were present, both personal agency and community cohesion dropped sharply — concentrated pockets of vulnerability rather than widespread collapse, but with outsized damage to wellbeing and trust. The practical implication is that harm-reduction work (GBV response, substance and gambling harm, coercive-debt protection) is foundational to cohesion, not a soft add-on.
Source: Mams Radio × Wakamoso Ep 06 · Social cohesion report (PDF)Happiness shapes what digital access actually looks like.
Mamelodi Trailblazers reported very high digital access — 92% use apps, 75% are online daily, 71% describe themselves as very confident digitally. The more interesting pattern sat under those headline numbers. Happier respondents mixed utility with social and entertainment. Less-happy respondents concentrated on survival apps — banking, LinkedIn, job-search — using the same bandwidth to navigate precarity rather than participate.
Access isn’t the story. Use-mix is. And use-mix appears to track with wellbeing, not the other way around.
Source: Mams Radio × Wakamoso Ep 01 · Technology access report (PDF)Banked, but not included.
94% of respondents reported holding a bank account. Only 5% said they could easily access a bank loan. 82% said they wanted to start a business; only 10% knew where to turn for help doing it. The report’s own phrase is the cleanest framing: banked but not included.
Financial inclusion statistics that count accounts overstate the reality on the ground. Access to a transactional product is not access to credit, to business support, or to formal capital formation.
Source: Mams Radio × Wakamoso Ep 02 · Economic activity report (PDF)Mother is the household’s academic anchor — and her schooling tracks happiness.
In the education episode, 60% of respondents named their mother as the person who most actively supported their learning at home. Fathers came in at 21%. Alongside that, the respondent’s personal happiness index showed a subtle but positive relationship with the mother’s education level. The father’s education level did not show the same pattern.
Both findings point the same way: in Mamelodi households, the mother is doing more of the academic work and her own schooling is carrying forward into how her adult children now feel about their lives. A single-community signal — but a consistent one.
Source: Mams Radio × Wakamoso Ep 03 · Education report (PDF)Women’s happiness sits lower. Their leadership motivation does not.
Across 429 respondents in the leadership episode, women’s happiness scores came in marginally lower than men’s. Their stated motivation to lead — to stand, serve, volunteer, organise — came in equal. The same survey flagged persistent, community-level hardship alongside this pattern of stubborn aspiration.
This matters for how interventions are designed. If leadership pipelines are pitched to the already-thriving, they miss the people most ready to step forward.
Source: Mams Radio × Wakamoso Ep 04 · Leadership report (PDF)One in three respondents chose domestic violence as a top legal need.
Asked to select their most pressing legal need, 33% of respondents in the safety episode picked “domestic violence or protection orders” — placing it in the top three legal needs across the community. Respondents raising a GBV-related need also showed noticeably higher openness to alternative, private reporting channels, including WhatsApp-based legal support.
That combination — visible demand, plus appetite for stigma-free digital routes — is an actionable signal for the CPF, the GBV Brigade, and any legal-services team designing intake.
Source: Mams Radio × Wakamoso Ep 05 · Safety and the law report (PDF)“Keep promises” is a stronger ask than any policy demand.
In the local government episode, residents listed their municipal priorities cleanly — jobs, roads, street lighting, water and electricity, waste removal — but when asked what they actually wanted from a councillor, the language shifted. Keep promises. Don’t make empty promises. Let our voices lead to action. The report frames it as high internal resilience alongside low institutional trust: 71% are willing to participate, but only if the participation leads somewhere.
The finding reframes the problem: delivery without accountability doesn’t rebuild trust. Kept promises do.
Source: Mams Radio × Wakamoso Ep 07 · Local government report (PDF)Citizens aren’t asking for better speeches. They’re asking for accountability.
The SONA-response episode surfaced a clean inversion. Young respondents reported moderate-to-high personal happiness and strong internal agency — they believe their decisions and persistence matter. What they doubted was that leaders would follow through on what had been announced. Personal agency was high. Institutional faith was not.
Amartya Sen’s phrase for this is blocked conversion — people with capability whose capability cannot be converted into outcomes because the surrounding system doesn’t cooperate. The episode cited it by name.
Source: Mams Radio × Wakamoso Ep 08 · SONA response report (PDF)Happier respondents see rights as real. Less-happy respondents see them as notional.
In the human-rights episode, the strongest single correlation was between personal happiness and the sense that constitutional rights are actually present in everyday life. Happier respondents were more likely to describe rights, freedom and equality as tangible. Less-happy respondents were more likely to describe a gap between rights on paper and rights in practice — and to flag corruption, criminals-protected perceptions, and uneven treatment as the reason for that gap.
Rights awareness is widespread. Rights experience is not. The distance between the two is where trust in the Constitution is actually tested.
Source: Mams Radio × Wakamoso Ep 09 · Human rights report (PDF)Mobility is a system problem, not a personal one.
The mobility episode found high personal agency and generally high happiness alongside real, daily mobility constraints. The factor analysis separated them. Happiness and agency had only weak links to mobility outcomes. The dominant drivers were system factors — cost, transport reliability, road quality, and access — not personal attributes of the respondent.
The policy read is straightforward. Mobility poverty is not being solved by individual resilience. Where respondents had resilient, clear mindsets about getting around, cost and reliability still blocked them. Fix the system.
Source: Mams Radio × Wakamoso Ep 10 · Mobility report (PDF)All episode findings are directional signals from WhatsApp-distributed, single-community instruments (Mamelodi, Tshwane). Sample sizes vary by episode. Full method is in the Rapid WhatsApp Distributed Themed Surveys card below. Representative claims require triangulation against the wider C3B evidence corpus.
The Mams Radio × Wakamoso reports.
Ten episode reports from the DSTI-funded Rapid WhatsApp Distributed Themed Surveys, fielded with Capital Live Radio / Mams Radio in Mamelodi, Tshwane, through 2025–2026. Each report carries the full survey instrument, response data, and episode framing. Download whichever ones you want.
- 01 Technology access and use Digital access is near-universal; use-mix tracks wellbeing more than bandwidth does. PDF
- 02 Economic activity Employment, income, side-hustles, and the gap between being banked and being included. PDF
- 03 Education and learning Who anchors academic support at home, ECD reach, and barriers to adult learning. PDF
- 04 Leadership Trust, traits, and the aspiration to lead alongside persistent community-level hardship. PDF
- 05 Safety and the law Where people feel safe, how they report, and the visible scale of GBV legal need. PDF
- 06 Social cohesion A four-factor structure: belonging, support networks, household harm, personal agency. PDF
- 07 Making local government work Municipal priorities, the “keep promises” ask, and residents' willingness to participate. PDF
- 08 SONA response High personal agency, low institutional faith — Sen's blocked-conversion pattern. PDF
- 09 Human rights and the Constitution Rights awareness is wide; rights experience is uneven. The gap is where trust is tested. PDF
- 10 Mobility System factors — cost, reliability, roads — dominate over individual resilience. PDF
Method note: these are single-community instruments with convenience sampling. Findings are directional signals, not representative estimates. Full methodology is published with each report.