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Spatial Machine Learning & Longitudinal Analysis of Skilled Antenatal Care Access and Fertility-Related Inequities in Ghana (1988–2022)

Interactive Research Dashboard  ·  Ghana DHS Subnational  ·  9 Survey Waves  ·  16 Regions  ·  Part II: Sequel to Ghanem (Cureus 2026)

97.8%
National ANC Coverage 2022
32.4 pp
Peak North–South Gap (1988)
87.5%
Reduction in ANC Inequality (Gini)
5.90
Critical TFR Threshold (RF Model)
0.381
RF Test R²
I=0.570
TFR Moran’s I 2022 (p<0.001)
2022
Choropleth Maps
ML Insights
Spatial Analysis
Choropleth Maps — Real Ghana Administrative Boundaries (16 Regions)
Skilled ANC Coverage (%) 2022
Risk Zone Classification 2022
Risk Zone Summary
Care Efficiency Index — Pooled Average
LISA Autocorrelation Map — 2022
ANC Coverage Trend by Geographic Belt — 1988–2022
ANC & Fertility Inequities in Ghana (1988–2022)  ·  Data: Ghana DHS (ICF International)  ·  Boundaries: Ghana District Assembly GeoJSON (2021)  ·  Methods: Random Forest · LISA · Moran’s I · Gini