Open Institute

This dataset contains facility-level health service delivery assessments from health facilities across Nandi County, Kenya. The survey captures patient and stakeholder perceptions of service quality across ten key dimensions: accessibility, infrastructure and cleanliness, PWD (person with disabilities) access, staff courtesy, waiting times, communication, medicine availability, confidentiality, water and sanitation, and overall satisfaction. Each record includes: - Facility information: Name, type (e.g., dispensary), ownership (public/private), and operational status - Quality ratings: Numerical scores (scale 1-4) for each service dimension - Perception classifications: Categorized assessments (Positive/Moderate/Negative) corresponding to the scores - Facility readiness indicators: Staffing adequacy, referral capability, and gender-sensitive services (yes/no flags) - Infrastructure gaps: Open-ended responses identifying critical facility improvements needed - Geographic coordinates: Latitude and longitude for spatial analysis Purpose: To assess health facility service delivery performance and inform prioritization of facility improvements and resource allocation across Nandi County. Coverage: Health facilities across multiple subcounties and wards in Nandi County

This dataset contains comprehensive service delivery assessments of educational institutions across Nandi County, Kenya. The survey evaluates school performance across nine key quality dimensions: infrastructure quality and safety, accessibility for children with disabilities, water and sanitation facilities, teacher engagement, communication, school safety and discipline, learning resources, class size, and extracurricular activities. Each record includes: School information: Name, type (ECDE, Primary, Secondary, Special), nature (Day, Boarding), operational status, and teacher employer (e.g., Teachers Service Commission) Service quality ratings: Numerical scores (scale 1-5) for nine education quality dimensions with corresponding perception classifications Governance & equity indicators: Teacher availability, gender inclusion in curriculum and programs, fee transparency, and receipt issuance for payment accountability Qualitative feedback: Open-ended responses on key challenges affecting student learning Infrastructure status: Operational status (Complete & in use, Incomplete & in use, Under construction, Closed) Geographic coordinates: Latitude and longitude for spatial analysis and educational planning Purpose: To assess school service delivery performance, identify quality and equity gaps, and inform prioritization of educational infrastructure investments and capacity-building interventions across Nandi County. Use Cases: Education sector planning, resource allocation, equity analysis, school performance benchmarking, teacher deployment, infrastructure gap identification

This dataset contains comprehensive assessments of water project performance and sustainability across Nandi County, Kenya. The survey evaluates water access infrastructure-including springs, boreholes, piped systems, and other water sources-across nine key dimensions: reliability, water quality, affordability, accessibility/distance, safety and security, management effectiveness, PWD (person with disabilities) access, conflict management, and environmental hygiene. Each record includes: Project information: Name, type (spring, borehole, piped system, etc.), primary function (domestic, irrigation, livestock, mixed), and ownership (public, private, community) Service quality ratings: Numerical scores (scale 1-5) for nine service dimensions with corresponding perception classifications Governance indicators: User committee registration, women's representation in leadership, and payment mechanisms Sustainability assessment: Open-ended responses on major threats to project sustainability and presence of water-borne disease incidences Economic data: Water pricing (per 20L jerrican/bucket) Geographic coordinates: Latitude and longitude for spatial analysis and mapping Purpose: To assess water project service delivery performance, identify sustainability risks, and inform prioritization of water infrastructure investments and maintenance interventions across Nandi County. Use Cases: Infrastructure planning, water service equity analysis, sustainability risk assessment, climate resilience evaluation, targeted investment decisions

The dataset covers areas that the citizens in the location were interested in knowing so that they can extrapolate their priorities