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From Needs to Assets: The Paradigm Shift That Will End Malaria in Kogi State
Eight years of peer-reviewed JDPC/CAFOD field research in Kogi State, Nigeria — and the AI platform that finally turns those findings into action. Read the full story of Assets-Based Citizens-Led Development and WashChain AI.
Research · Public Health · Community Development
From Needs to Assets: The Paradigm Shift That Will End Malaria in Kogi State
Why eight years of field research in your community is the foundation of WashChain AI — and why you, your wheelbarrow, your plumbing skills, and your women’s group are the real solution
In July 2016, I walked into Felele community in Lokoja with a questionnaire, a notebook, and a single research question: what is the real state of water, sanitation, and hygiene in the communities of Kogi State? Ten communities. Two senatorial districts. 338 respondents. Five months of field work sponsored by the Justice, Development and Peace Commission (JDPC) and the Catholic Agency for Overseas Development (CAFOD).
What I found changed how I think about development — permanently.
I found communities that were not failing because they lacked resources. They were failing because nobody had ever asked them what they already had.
A woman in Obangede was maintaining a solar-powered borehole through a monthly household subscription system — without any government instruction. Youth in every community told me they would maintain public toilets if someone would pay them to do it. Waste pickers were moving through Adankolo and Kabawa every day, invisible to every development plan ever written for those communities. Plumbers knew exactly which drainage pipes had been broken since the 2012 floods. Women knew which plots flooded first in rainy season, which streets mosquitoes favoured, and which landlords had never installed soak-aways.
All of this knowledge, all of these skills, all of these tools — sitting idle. Because every development programme that came to Kogi State started with the same question: what is wrong here? Instead of: what do you already have?
Ten years later, that research finding has become the philosophical foundation of WashChain AI. This blog post explains why — and what it means for you, regardless of whether you are a youth in Felele, a ward head in Adankolo, a plumber in Kabawa, a Ministry of Health official in Lokoja, or a donor reading this from another country.
The Research Evidence — What the 2016 Study Found
The 2016 JDPC/CAFOD Citizen Report Card study — formally titled “Increasing Citizens Participation and Inclusive Governance for Improved Water, Sanitation and Hygiene Practice in Kogi State” — was conducted across ten rural-urban communities in Kogi West and Kogi Central districts. It used questionnaires, small group discussions, key informant interviews, and direct community observation. The findings were analysed using SPSS statistical software, with multiple response analysis and discriminant analysis methods. This was not anecdotal research. It was structured, peer-reviewed, gender-disaggregated evidence.
Here is what it found:
Key Findings — 2016 JDPC/CAFOD Citizen Report Card, Kogi State (338 respondents, 10 communities)
- 71% of respondents experienced open defecation within their communities. In Kporoka/Gbanchikwa: 100%.
- 7.4% of households throw solid waste directly into drainage channels — permanently blocking the drains that should be eliminating mosquito breeding sites.
- 43% of households had no toilet facility at all. In Kporoka/Gbanchikwa: 86% without toilets.
- 52% of 326 respondents accessed well water as their main source. Only 1.8% had access to tap water — despite government investment in the Greater Lokoja Water Project since 2011.
- 76% of communities were buying drinking water from private vendors — an unaffordable burden for low-income households paying up to ₦18,000 per year on water alone.
- Zero communication channels existed between water service providers and households in all ten communities. No phone numbers. No schedules. No feedback mechanism.
- 85% of respondents were willing to maintain public toilets as volunteers — but only if they received income for doing so.
- Typhoid (37.5%) and dysentery (26%) were the dominant water-borne diseases recorded in the six months before the survey.
And here is the finding that ties all of it together — the finding that runs like a thread through every design decision in WashChain AI:
“To advocate for improved WASH awareness and governance and local behavioural change at community level, there is an urgent call to move away from a needs-based community development approach which assumes that local people are powerless and placed less important in indigenous peoples’ efforts or skills to drive the provision of basic social services; rather, community representatives as local facilitators of development should be encouraged to adopt new thinking towards an asset-based approach to community development.” — Olorunfemi Oladayo John, JDPC/CAFOD Research Report, August 2016, Lokoja, Kogi State
That paragraph — written in this city, published in this state — is the founding philosophy of WashChain AI.
The 24× Finding — Why Children Are Dying and What It Has to Do With Your Drain
The same year, a parallel peer-reviewed malaria incidence study was conducted across all 21 Local Government Areas of Kogi State. Its headline finding is the number that drives everything WashChain AI does:
24×
Children under five are 24 times more likely to be hospitalised from malaria due to outdoor mosquito exposure than pregnant women
40,678
Confirmed malaria cases in children under five in Kogi State in 2024 alone (Malaria Consortium, Pharmacist Andrew Okwulu)
12
Children died from malaria in Kogi State in 2024. Actual numbers likely higher due to underreporting
The critical word in that finding is outdoor. The dominant malaria transmission pathway for children under five is not the bedroom. It is not the sleeping area that bed-nets are designed to protect. It is the outdoor environment where children play — the yard where a blocked drain holds stagnant water, the open plot where solid waste accumulates and creates perfect Anopheles breeding conditions, the street where liquid kitchen waste flows freely because soak-aways are broken or absent.
The Critical Connection
The 2016 Citizen Report Card found that households in all ten communities were channelling liquid waste directly into drainage paths and gutters. The 2016 malaria study found that children near these same environments faced a 24× higher hospitalisation risk. The blocked drain and the sick child are the same problem. WashChain AI is the solution that connects both.
Eight years have passed since that research. The 2024 Malaria Consortium data proves the problem has not improved — it has continued. 40,678 children ill. 683 severe cases. 12 deaths. And Pharmacist Andrew Okwulu himself noted that actual numbers are likely higher due to underreporting at community level.
The research was right. The intervention was never built. Until now.
What Is Assets-Based Citizens-Led Development — And Why It Matters Here
John Kretzmann and John McKnight published “Building Communities from the Inside Out” in Chicago in 1993. Their central argument was that development programmes consistently fail because they begin with a map of community deficits — what is broken, what is absent, what is needed — and in doing so, they systematically ignore the assets, skills, relationships, and resources that already exist within every community.
When I read Kretzmann and McKnight as a student at the University of Abuja — the same institution where I graduated with a BSc in Business Administration in 2010 — their framework felt theoretical. It was only when I walked through Felele, Kabawa, Adankolo, Adogo, Obangede, and the other eight communities in 2016 that I understood what it meant in practice. I was seeing the deficit map in operation. Every report, every programme, every government intervention in those communities had been designed around what was missing. None of them had been designed around what was already there.
What was already there?
Youth with Energy and Time
500+ young people aged 18–35 in Lokoja LGA alone, categorised as “unemployed” by every development report — but mobile, motivated, and deeply familiar with every drain and open plot in their community.
Wheelbarrows and Hand Trucks
Waste pickers already moving through Lokoja communities every day. Owning their tools. Invisible to every development plan because they are labelled “scavengers” rather than environmental service providers.
Plumbers Who Know Every Broken Pipe
Artisans who can fix the broken soak-aways producing offensive smells and mosquito habitat. Who can repair drainage pipes damaged by road construction. Who have been unemployed for years because no system connected their skills to the problem they could solve.
Women’s Groups and Trust Networks
The women in Felele, Kabawa, and Kporoka told us more about WASH conditions in three small group discussions than years of government surveys had captured. Their social networks are the accountability infrastructure that no external programme can replicate.
Local Environmental Knowledge
Communities know exactly which drains block first in rainy season. Which plots hold stagnant water longest. Which streets are most dangerous for children. This hyper-local intelligence is more valuable than any satellite map or government survey.
Existing But Degraded Infrastructure
Drains that exist but are blocked. Boreholes that exist but are broken. Pipes that exist but leak. The 2016 research finding in Obangede showed that repairing what already exists — not building from scratch — is the fastest path to improvement.
Assets-Based Citizens-Led Development, as I applied it in the 2016 research and as WashChain AI now operationalises it, begins with one question: what do you already have that we can build on?
The answer, in every Kogi State community we studied, was: more than anyone had ever acknowledged.
The Comparison — Old Thinking vs. The WashChain Approach
| Dimension | ❌ Old Needs-Based Approach | ✅ WashChain ABCD Approach |
|---|---|---|
| How the community is seen | Defined by what is missing — broken drains, absent toilets, no water, idle youth | Defined by what exists — youth energy, artisan skills, women’s networks, local knowledge |
| Role of youth | “Unemployed problem” requiring external employment programmes | Paid Environmental Sanitation Champions earning ₦5,000 per verified mosquito factory fix |
| Role of waste pickers | Invisible. Not mentioned in any development plan | Certified Zero Waste Partners earning ₦50/kg + bonus for sorted recyclables evacuation |
| Role of plumbers and artisans | Occasionally contracted for specific government projects; otherwise unemployed | Platform-connected repair partners dispatched via SMS job alert within 5km radius of every verified site |
| Role of women’s groups | Passive beneficiaries of hygiene awareness campaigns | Community Sanitation Champions — Tier-1 verification agents who must sign off before any payment releases |
| Government’s role | Sole solution provider — slow, underfunded, politically compromised | Evidence-based responder — receives AI-generated risk alerts from community-verified data and acts within 2 hours for critical sites |
| Accountability mechanism | Reports produced. Meetings held. No verifiable link between action and outcome | WashChainV3 blockchain records every verified fix and payment publicly on Polygonscan — auditable by any stakeholder |
| Sustainability | Ends when funding ends. Communities return to previous state | Economic incentive built in — community members earn income by maintaining the public health environment. Sustainable without continuous subsidy |
How WashChain AI Operationalises the ABCD Framework — In Practice
Theory without implementation is just another report that sits in a government office. The 2016 JDPC/CAFOD research was submitted to the Kogi State Ministry of Health, the Ministry of Environment, and the Sanitation Board. Policy recommendations were made. And then, as happens to most community development research in Nigeria, the reports sat while the drains remained blocked and children continued falling ill.
WashChain AI was built specifically to prevent that outcome from recurring.
What Happens When a Youth Champion Spots a Blocked Drain
Here is the complete process — from a single community observation to a government-verified malaria risk reduction — as WashChain AI will implement it in Lokoja LGA from September 2026:
The Complete WashChain Action Cycle
Step 1 — Community eyes on the ground: A Youth Environmental Sanitation Champion (YESC) spots a blocked drain on their street. They open the WashChain PWA on their phone, take a GPS-tagged before-photo, and submit a report. The app works offline — no network connection required.
Step 2 — AI reads the site: Google Vision AI analyses the photo within seconds. It confirms the presence of blocked drainage, solid waste accumulation, or stagnant water. The Urgency Classifier AI agent assigns a risk tier — Critical, High, Medium, or Routine — based on proximity to child residential zones, current MDRS score for that community, and season.
Step 3 — Zero Waste Partner dispatched: Simultaneously, the system creates a downstream job. The nearest certified waste picker with a wheelbarrow receives an SMS: “WashChain Alert: Blocked drainage at [your street], [your ward]. Evacuate waste and sort recyclables. Pay: ₦50/kg + ₦500 bonus. Reply YES to accept Job #XXXX.”
Step 4 — The work is done: The YESC clears the drain. The waste picker evacuates sorted recyclables. The plumber, if needed, repairs the broken drainage pipe causing the blockage. Each action documented with GPS after-photo. Two actors, one site, both paid from the same verified action.
Step 5 — Three tiers verify: A Community Sanitation Champion (CSC) — drawn from the local women’s group or traditional leadership — conducts a physical spot check. Google Vision AI verifies the after-photo against the before-photo. An LGA Environmental Health Officer reviews flagged submissions via the government dashboard. All three must confirm before payment releases.
Step 6 — Blockchain pays and records: WashChainV3 smart contract releases ₦5,000 WASH Tokens to the YESC wallet and per-kg earnings to the waste picker wallet simultaneously — automatically, without manual disbursement. A SanitationNFT is minted as permanent proof that this community eliminated this mosquito factory on this date.
Step 7 — Government is alerted: The Malaria Density Risk Score for that community is updated. If it crosses a threshold, the Ministry of Health dashboard generates an automatic policy brief for Dr. Francis Akpa and Dr. Ake Oluwarotimi Stephen. They receive actionable intelligence — not a report to file, but a specific ward to respond to, within two hours.
This is not a pilot of a concept. As of April 2026, the Random Forest machine learning model is achieving 96.33% accuracy. Three smart contracts are live on Polygon Amoy testnet. The PWA is operational with offline-first GPS photo capture. And on 2 April 2026, we presented the complete WashChain AI platform to Dr. Francis Akpa, Director of Public Health, and Dr. Ake Oluwarotimi Stephen, Director of the Malaria Prevention Programme, at the Kogi State Ministry of Health. Both directors engaged our team for one hour and twenty minutes, asked detailed technical questions, and pledged recent malaria case data and institutional support for the pilot phase.
The research that was written in 2016. The technology that has been built since 2024. The government that has now said yes. September 2026 is when it all starts.
A Call to Action — What Every Stakeholder Can Do Right Now
The ABCD framework is not passive. It does not wait for a government programme, a donor announcement, or a research publication. It starts with whoever is reading this. Here is a direct call to action for every stakeholder group this platform serves:
Youth Ages 18–35 in Lokoja LGA — You Are the First Responders
The 2016 research said 85% of you would maintain public health infrastructure if paid to do so. WashChain AI pays ₦5,000 per verified mosquito factory fix, with a ₦25,000 per month target income. Your phone, your legs, and your knowledge of your community are the only qualifications required.
You are not a beneficiary of this programme. You are a paid environmental health professional. The word “idle youth” was invented by people who never looked at what you already have. This platform sees what you have.
Action: Register as a Youth Environmental Sanitation Champion when we launch in September 2026. Contact Mohabpeoplescare Foundation in Lokoja or visit washchain.civicproof.tech for onboarding details.Waste Pickers, Recyclers, and Informal Waste Workers
The 2016 research found that 3.5% of households used private waste collection — not because they didn’t want it, but because they couldn’t afford it at unregulated rates. WashChain AI changes the economics entirely. You are dispatched to verified sites. You earn ₦50 per kilogram of sorted recyclables, plus a ₦500 prompt-completion bonus. Your wheelbarrow is your qualification. Your existing route through the community is your territory.
You will receive a digital ID card with a QR verification code. You will be a certified Zero Waste Ecosystem Partner — not a scavenger, not an informal worker, but a named, verified, paid professional in a public health supply chain.
Action: Register as a Zero Waste Partner. You do not need a smartphone — USSD registration and SMS job alerts work on any basic phone. Contact us at help@sherdzon.com or call 08075703042.Women’s Groups, Mothers, and Community Health Advocates
The 2016 Citizen Report Card showed that women consistently gave the most accurate assessments of WASH conditions in every community we visited. You were also the most under-served — the ones sending children to fetch water from River Niger, managing households with no soak-aways, absorbing the physical burden of water scarcity without any formal recognition.
As Community Sanitation Champions in the WashChain ecosystem, your role is critical: you are the first verification tier. Your sign-off is required before any YESC payment releases. Your voice is not optional — it is structurally embedded in how the platform works. And the children under five in your household are the primary reason this platform exists. The 24× risk finding means your children specifically. The 40,678 child cases in 2024 means your neighbourhood specifically.
Action: Women’s groups interested in serving as Community Sanitation Champion networks should contact Mohabpeoplescare Foundation. No technical skills required — your community knowledge and social trust are the qualification.Traditional Leaders, Ward Heads, and Community Councils
The 2016 research found that in communities where traditional leaders actively participated in governance — like Obangede, where the community development association had genuine authority — WASH outcomes were measurably better. The Obangede borehole sustainability model worked precisely because traditional leadership structures maintained accountability.
WashChain AI’s Community Advisory Board meets monthly. Your participation is not ceremonial — it is the mechanism through which the AI system’s recommendations are reviewed for local context appropriateness. If an automated intervention decision does not reflect local realities you know, you have the formal authority to challenge it. The platform is accountable to you.
Action: Traditional leaders and ward heads in Lokoja LGA pilot communities will be formally invited to join the Community Advisory Board before the September 2026 launch. Contact help@sherdzon.com to register your interest early.Government Officials, Civil Servants, and LGA Officers
The 2016 research found that government water service satisfaction scores in urban Lokoja communities averaged 2–3 out of 10. Not because civil servants are not working — but because they are working without real-time data. No LGA officer in Kogi State currently knows which drains in their ward are blocked right now. No public health official has a community-level sanitation map that updates daily. They are making decisions about where to deploy limited resources based on anecdotal reports and annual surveys.
WashChain AI gives you what the 2016 research said was absent — a real-time communication channel between communities and duty bearers. The government dashboard does not add to your workload. It replaces the absence of information that forces you to guess with verified, community-generated, AI-scored intelligence that tells you exactly which ward needs your attention today.
Action: Ministry of Health and Ministry of Environment officials interested in the dashboard pilot access and the Tier-3 verification partnership should contact Dr. Francis Akpa’s office or reach us directly at civicproof.tech@gmail.com.NGOs, Civil Society, Faith-Based Organisations, and WASH Practitioners
If you are working in Kogi State on WASH, malaria prevention, youth employment, or community health — WashChain AI is not a competitor to your work. It is an accountability and evidence layer that makes your work more effective and more verifiable. Every intervention you fund can be documented, georeferenced, and blockchain-verified. Your donors can see exactly what was done, where, and whether it held.
The 2016 research argued that the missing link in Kogi State WASH programming was not more programmes — it was an accountability mechanism connecting community action to government response to measurable outcomes. That mechanism is now built. If your programme already works at community level, WashChain AI is the infrastructure that connects it to government intelligence and makes it fundable at scale.
Action: NGOs and civil society organisations interested in integrating WashChain AI verification into existing Kogi State WASH programmes should contact us for a technical partnership discussion at help@sherdzon.com.Donors, Investors, and International Health Partners
The case for funding WashChain AI is not a technology pitch. It is a research-to-implementation argument. The 2016 study identified the problem with precision. The 2016 research proposed the solution framework. Eight years of community trust has been built. The technology has been developed and validated. The government partnership has been secured at Director level. The 2024 Malaria Consortium data confirms the problem is current, severe, and preventable.
You are not being asked to fund a hypothesis. You are being asked to deploy resources into a proven community, behind a tested platform, with named government champions, against a measurable baseline. Every naira you invest is blockchain-recorded and publicly auditable. You will know exactly what your funding accomplished — to the kilogram of waste evacuated and the community whose malaria risk score declined.
Action: WashChain AI has submitted a Google.org Impact Challenge application for $1,000,000 USD over 30 months. For other funding partnership discussions, contact civicproof.tech@gmail.com. Full technical documentation available at washchain.civicproof.tech.A Personal Note — On Research, Responsibility, and What Johns Do
I have been thinking about a small coincidence since a colleague pointed it out. The theoretical framework that grounds everything in this work — Assets-Based Community Development — was created by two scholars named John: John Kretzmann and John McKnight. I applied and extended that framework in the 2016 JDPC/CAFOD research. My full name is Olorunfemi Oladayo John.
Three Johns. Thirty-three years. One framework, built in Chicago, tested in Kogi State, and now deployed through an AI and blockchain platform designed to protect children who are dying from a preventable disease.
I studied Business Administration at the University of Abuja — a BA(Hons) graduating in 2010. The University of Abuja is now our academic research partner for WashChain AI’s peer-reviewed impact evaluation. The institution that gave me the analytical foundation to conduct the 2016 research will now be part of validating whether that research has saved lives.
That continuity — from university to field research to policy recommendation to technology platform to measured impact — is what Assets-Based Citizens-Led Development means in practice. You begin with what you have. You build from the inside out. You do not wait for someone from outside to arrive with the answer. You are the answer.
“Asset-based development thinking genuinely empowers citizens and strengthens government and agency effectiveness by drawing on local residents’ resources, abilities, and insights to solve their own problems.” — Kretzmann & McKnight (1993), Building Communities from the Inside Out — applied by Olorunfemi Oladayo John, Kogi State, 2016; operationalised through WashChain AI, Lokoja, 2026
The communities of Lokoja LGA — Felele, Kabawa, Adankolo, Adogo, Sarkinoma, Kporoka, and every ward we walked through in 2016 — were not broken. They were unrecognised. WashChain AI is, at its foundation, an act of recognition. It says: we see what you have. We are building a platform that pays you to use it. And the children in your community will not die from a disease that your drain-clearing, your waste evacuation, and your plumbing can prevent.
The pilot starts in September 2026. The infrastructure is built. The government has said yes. The research has said why. The community has the assets. The only thing left is to begin.
#StopMosquitoFactory — Join the Movement
Whether you are a youth with energy, a plumber with tools, a woman with community trust, or a government official with authority — there is a role for you in WashChain AI. The platform activates what you already have. It connects it to what your community needs. And it pays for every verified outcome.
Learn More at WashChain Contact Sherd Social-Enterprise Back to Sherdzon.com
Tags: ABCD, Assets-Based Community Development, WashChain AI, Malaria Prevention, Kogi State, WASH, CivicProof, Environmental Sanitation, Youth Employment, Blockchain, Google.org, #StopMosquitoFactory, Zero Waste, Public Health Nigeria
Category: Research & Insights | Community Development | Technology for Good
Related: WashChain AI Platform | Sherd Social-Enterprise