National Inclusion Intelligence
Persons with Disabilities +
Older Persons
One national evidence architecture with distinct population lenses and an overlap-aware intersection. VORA connects official evidence, field reality, current economic activity, capability, aspiration, programmes, services, opportunities, interventions and outcomes.
InclusionEvidence → decision → outcome
Uganda at a glance
Two population lenses—kept distinct, analysed together
Figures are never added simply because both populations matter. Each statistic retains its own denominator, age threshold and disability definition.
Functional-difficulty evidence follows the UBOS source definition. Domains can overlap and must not be summed into fabricated totals.
Age 60+ is the general Government-facing population definition. Programme eligibility remains separate.
Intersection intelligence
One person can belong to both lenses
Intersection evidence prevents double counting while revealing where disability, ageing, service access and economic participation overlap.
Disabilities
Persons
within age 60+
UBOS NPHC 2024 Disability Monograph · prevalence within the 60+ population, not a count to add to either national total.
What VORA must answer locally
Intersection is useful only when it changes a decision.
- Where are Older Persons with disabilities actually located?
- What are they already doing economically or socially?
- Which barriers come from disability, age, environment or programme design?
- Which local resources, technologies or services already exist?
- What verified intervention could improve income, independence or participation?
Government programmes & accountability
Budget is context. Outcome is evidence.
VORA keeps approved budget, release, receipt, utilisation and outcome as different states so Government and partners can see exactly where evidence is strong—and where follow-up is still required.
Approved budget ≠ release ≠ individual payment ≠ outcome.
Programme financing is tracked separately from group receipt and livelihood outcome.
Enterprise funding still requires eligibility, appraisal, delivery and utilisation evidence.
Capability, Smart Agriculture & AI
Economic empowerment starts with evidence, not a pre-selected activity
VORA’s economic catalogue is intentionally broad. A livelihood becomes actionable only after capability, aspiration, accessibility, local resources, climate, markets and technical fit are verified.
Make local production more resilient and accessible.
Climate-smart practices, water efficiency, value-chain information and appropriate tools are assessed against the real person, place and market.
Official sector context ↗Enhance capability—do not replace human judgement.
AI can support communication, learning, market information, planning or accessibility where it is safe, useful, privacy-preserving and human-reviewed.
Consequential eligibility or funding decisions remain human decisions.National Field Intelligence
The field mission is designed to close decision gaps
VORA does not count visits as success. District and parish work should progressively verify what Government, programmes and partners need to know before money, policy or intervention decisions are made.
Older Persons current activity
What are Older Persons already doing economically in each district/parish?
Preferred verification: Field + official evidenceCapability & aspiration
What can people do—and what do they want to do next?
Preferred verification: Field verificationPWD economic activity
What are PWDs currently doing at lower geography and group level?
Preferred verification: Official + field evidenceIntersection
How many Older Persons with disabilities are evidenced at each supported geography?
Preferred verification: Age-disability cross-tabsProgramme outcomes
What happened from allocation through utilisation and outcome?
Preferred verification: MGLSD + MoFPED + fieldLocal opportunity
Which opportunities actually match capability, accessibility, climate and markets?
Preferred verification: Technical + market verificationPolicy & budget learning
VORA should be able to tell Government not only who needs support—but what evidence supports the next investment.
When a verified group can participate in aquaculture, farming, trade, professional work, digital enterprise or another activity, VORA can connect that capability to the responsible programme, Local Government, technical agency or partner—and then follow delivery to outcome.
Evidence contract
Recent official sources stay visible
2024–2025 evidence is prioritised for current statistics and programme/budget context. Older legal and programme guidelines remain clearly identified as governance sources where still authoritative.
Field evidence links to official desk evidence; it does not silently overwrite it.
Unknown, unpublished or unverified values remain unknown rather than being filled with invented totals.
PWD and Older Persons intersections are analysed without double counting.
Budget or programme announcements are never presented as impact without delivery and outcome evidence.
