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Hub structure and local plan","level":"local","regions":"Western","vintage":"2021","doc_classes":"local plan; structure plan; study","held":true,"coverage":"applies"},{"plan":"Northern Savannah Ecological Zone SDF","level":"multi-region","regions":"Northern; North East; Savannah; Upper East; Upper West; part of Bono East and Oti","vintage":"unconfirmed","doc_classes":"spatial development framework; SDF (executive summary)","held":true,"coverage":"applies"},{"plan":"Ghana National Spatial Development Framework (NSDF)","level":"national","regions":"all 16","vintage":"2015-2035","doc_classes":"spatial development framework; SDF (executive summary)","held":true,"coverage":"applies"},{"plan":"Ashanti Regional Spatial Development Framework (ARSDF)","level":"region","regions":"Ashanti","vintage":"unconfirmed","doc_classes":"spatial development framework","held":true,"coverage":"applies"},{"plan":"Greater Accra Regional Spatial Development Framework (GARSDF)","level":"region","regions":"Greater Accra","vintage":"unconfirmed","doc_classes":"spatial development framework","held":true,"coverage":"applies"},{"plan":"Western Regional Spatial Development Framework (WRSDF)","level":"region","regions":"Western","vintage":"unconfirmed","doc_classes":"spatial development framework","held":true,"coverage":"applies"},{"plan":"Greater Kumasi Sub-Region SDF and Conurbation Structure Plan","level":"sub-region","regions":"Ashanti","vintage":"2013 (JICA study)","doc_classes":"spatial development framework; structure plan; study","held":true,"coverage":"applies"}],"s":"luspa"}},"who":{"mmda_classes":{"v":{"district":148,"metropolitan":6,"municipal":107},"s":"lgs"},"assembly_offices":{"v":[{"type":"mmdce","title":"Metropolitan/Municipal/District Chief Executive","selection":"appointed","basis":"Local Governance Act 2016 (Act 936)"},{"type":"coordinating_director","title":"Coordinating Director","selection":"appointed","basis":"Local Governance Act 2016 (Act 936)"},{"type":"presiding_member","title":"Presiding Member","selection":"elected","basis":"Local Governance Act 2016 (Act 936)"}],"s":"statute"},"region_offices":{"v":[{"type":"regional_minister","title":"Regional Minister","selection":"appointed","basis":"Constitution 1992 art. 256; Local Governance Act 2016 (Act 936)"}],"s":"statute"},"constituencies_note":"Parliamentary constituencies are not shown. The Electoral Commission's register carries no reuse licence, so CAD does not reproduce it. The assembly and the traditional council are shown because their sources allow it."},"gaps":[{"t":"Labour and employment","n":3,"indicators":["informal employment","labour-force participation","unemployment rate"],"items":[{"label":"informal employment","status":"published"},{"label":"labour-force participation","status":"published"},{"label":"unemployment rate","status":"published"}],"how":"We take the census employment tables district by district and, for a site, count who works where within the catchment."},{"t":"Poverty and business counts","n":5,"indicators":["anchor employers","business establishments by sector","business establishments","poverty incidence","largest companies"],"items":[{"label":"anchor employers","status":"field"},{"label":"business establishments by sector","status":"published"},{"label":"business establishments","status":"published"},{"label":"poverty incidence","status":"published"},{"label":"largest companies","status":"field"}],"how":"We map the establishments and anchor employers around a site from field survey and the assembly's own records, and read poverty from the census small-area estimates."},{"t":"Infrastructure and activity proxies","n":2,"indicators":["night-time lights (activity proxy)","points of interest per km² (activity proxy)"],"items":[{"label":"night-time lights (activity proxy)","status":"derivable"},{"label":"points of interest per km² (activity proxy)","status":"derivable"}],"how":"We derive road density, night-time lights and points of interest for the catchment from open geodata and verify utilities on the ground."},{"t":"Housing stock and tenure","n":2,"indicators":["building footprints","housing stock"],"items":[{"label":"building footprints","status":"derivable"},{"label":"housing stock","status":"published"}],"how":"We take the census housing tables for the district and count and grade the stock around a site in person."},{"t":"Land and rent evidence","n":3,"indicators":["land prices","prime office rents","residential asking rents"],"items":[{"label":"land prices","status":"field"},{"label":"prime office rents","status":"field"},{"label":"residential asking rents","status":"field"}],"how":"We collect asking rents and land prices for the corridor, dated and graded, and reconcile them with the prime-market reports. No transaction register exists in Ghana; every figure says what it is."}],"medians":{"population_2021_phc":101256,"density_per_sqkm_2021":139.15,"share_under_15_pct":35.9,"share_15_64_pct":59.15,"share_65_plus_pct":4.3,"age_dependency_ratio":69.05,"sex_ratio_m_per_100f":97.2,"area_sqkm":577.25,"n_localities_gazetteer":47.5},"sources":{"codps":{"source":"UNFPA / Ghana Statistical Service, COD-PS subnational population (2021 PHC)","year":"2021","tier":"T1","conf":"high","licence":"CC BY-IGO 3.0 — attribution UNFPA / GSS","url":"https://data.humdata.org/dataset/cod-ps-gha"},"codps_age":{"source":"UNFPA / GSS COD-PS 2021 — five-year age bands (modelled disaggregation of the census)","year":"2021","tier":"T2","conf":"medium","licence":"CC BY-IGO 3.0 — attribution UNFPA / GSS","url":"https://data.humdata.org/dataset/cod-ps-gha"},"codab":{"source":"OCHA / Ghana Statistical Service, COD-AB administrative boundaries (ADM1, ADM2)","year":"2021","tier":"T1","conf":"high","licence":"CC BY-IGO 3.0 — attribution OCHA / GSS","url":"https://data.humdata.org/dataset/cod-ab-gha"},"worldpop":{"source":"WorldPop 2020 constrained population grid, University of Southampton (modelled)","year":"2020","tier":"T3","conf":"low","licence":"CC BY 4.0 — attribution WorldPop","url":"https://www.worldpop.org/"},"wdi":{"source":"World Bank, World Development Indicators — Ghana, with the Sub-Saharan Africa and World aggregates","year":"2025","tier":"T2","conf":"high","licence":"CC BY 4.0 — attribution World Bank","url":"https://data.worldbank.org/country/ghana"},"cpi":{"source":"Ghana Statistical Service, StatsBank — CPI, housing, water, electricity, gas and other fuels","year":"2026M01","tier":"T2","conf":"medium","licence":"Ghana Statistical Service publication, reproduced with attribution","url":"https://statsbank.statsghana.gov.gh/"},"ppi":{"source":"Ghana Statistical Service, StatsBank — PPI, construction industry","year":"2026M04","tier":"T2","conf":"medium","licence":"Ghana Statistical Service publication, reproduced with attribution","url":"https://statsbank.statsghana.gov.gh/"},"ndpc_current":{"source":"District medium-term development plan 2026-2029 (statutory, current cycle), NDPC document library","year":"2026-2029","tier":"T1","conf":"high","licence":"Government of Ghana public document; excerpts reproduced with attribution","url":"https://ndpc.gov.gh/resource_and_publications/plans"},"ndpc_prior":{"source":"District medium-term development plan, prior cycle (superseded, indicative), NDPC document library","year":"2018–2021","tier":"T2","conf":"medium","licence":"Government of Ghana public document; excerpts reproduced with attribution","url":"https://ndpc.gov.gh/resource_and_publications/plans"},"ndpc_sectors":{"source":"Sectors named in the district's own MTDP economic-base chapter (plan-stated, not measured)","year":"2026","tier":"T2","conf":"medium","licence":"Government of Ghana public document; extraction reproduced with attribution","url":"https://ndpc.gov.gh/resource_and_publications/plans"},"ndpc_inventory":{"source":"CAD inventory of the NDPC document library (metadata only)","year":"2026","tier":"T2","conf":"high","licence":"Derived index; the documents are attributed to NDPC and the issuing assembly","url":"https://ndpc.gov.gh/resource_and_publications/plans"},"luspa":{"source":"Land Use and Spatial Planning Authority — spatial development frameworks and structure plans (metadata)","year":"2026","tier":"T2","conf":"medium","licence":"Government of Ghana public document; metadata reproduced with attribution","url":"https://luspa.gov.gh/spatial-plans/"},"ourairports":{"source":"OurAirports airport table (public domain); distance by CAD","year":"2026","tier":"T2","conf":"high","licence":"Public domain — OurAirports","url":"https://ourairports.com/countries/GH/"},"gpha":{"source":"Ghana Ports and Harbours Authority, Tema and Takoradi; distance by CAD","year":"2026","tier":"T1","conf":"high","licence":"Open, attribution — Ghana Ports and Harbours Authority","url":"https://ghanaports.gov.gh/"},"osm":{"source":"OpenStreetMap contributors (Geofabrik extract); computed by CAD","year":"2026","tier":"T3","conf":"low","licence":"ODbL 1.0 — attribution OpenStreetMap contributors","url":"https://www.openstreetmap.org/copyright"},"gss_phc":{"source":"Ghana Statistical Service, 2021 Population and Housing Census — StatsBank district tables","year":"2021","tier":"T1","conf":"high","licence":"Ghana Statistical Service publication, reproduced with attribution","url":"https://statsbank.statsghana.gov.gh/"},"gss_phc2010":{"source":"Ghana Statistical Service, 2010 Population and Housing Census re-tabulated on the 2019 districts — StatsBank","year":"2010","tier":"T1","conf":"high","licence":"Ghana Statistical Service publication, reproduced with attribution","url":"https://statsbank.statsghana.gov.gh/"},"statute":{"source":"Local Governance Act 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