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NXS-GRX-GHA · Western Africa · Indices

Ghana: twenty domain indices

Fiscal, financial, external, climate, hazard, water, health, food, energy, infrastructure, cyber, governance, conflict, social, demographic, environment, frontier technology, coping capacity, economy and space weather.

Page GRX-GHA-IEdition Baseline Edition 2026Evidence close 2026-09-30ISO GHA / GHStatus UN member stateValues not yet publishedMethod v1.0.0-draft
20
شاخص‌های حوزه‌ای
4
pillars
443
نشانگر کشوری
90%
intervals

01Domains

Twenty domain indices

شاخص مقدار تغییر تغییر % بازهٔ 90% رده · احتمال روند دامنه
Fiscal and public debt riskNXS-GRX-GHA · FIS – – – – –
Financial stability riskNXS-GRX-GHA · FIN – – – – –
External dependence riskNXS-GRX-GHA · ECO – – – – –
Climate physical hazardNXS-GRX-GHA · CLI – – – – –
Climate transition exposureNXS-GRX-GHA · CLI – – – – –
Multi-hazard exposureNXS-GRX-GHA · HAZ – – – – –
Environmental pressureNXS-GRX-GHA · ENV – – – – –
Water security riskNXS-GRX-GHA · WAT – – – – –
Space-weather exposureNXS-GRX-GHA · SPC – – – – –
Health security riskNXS-GRX-GHA · HLT – – – – –
Food insecurity riskNXS-GRX-GHA · FOO – – – – –
Socio-economic vulnerabilityNXS-GRX-GHA · SOC – – – – –
Displacement pressureNXS-GRX-GHA · DEM – – – – –
Conflict riskNXS-GRX-GHA · CON – – – – –
Governance weaknessNXS-GRX-GHA · GOV – – – – –
Energy security riskNXS-GRX-GHA · ENE – – – – –
Infrastructure fragilityNXS-GRX-GHA · INF – – – – –
Cyber riskNXS-GRX-GHA · CYB – – – – –
Technology concentration riskNXS-GRX-GHA · TEC – – – – –
Lack of coping capacityNXS-GRX-GHA · CRS – – – – –
02مناطق

Profile areas for Ghana

Fourteen areas, one at a time: the latest open figures with their trend and where the country stands among others, the tools to run and download them, and every platform, standard and working group across the Nexus institutions that carries the area.

Open data for Ghana 659 observations from 51 World Bank series · CC BY 4.0 · source and licence on every rowChoose an area. Figures first; the sources, standards and ways to take part follow.

Area 01 · Partly admitted

Macroeconomy and external position

Output, prices, external balance and reserves, monetary conditions and labour, with intervals and the change since the last edition.

اجرای سناریو
GDP2025
US$ 114.2 billion63% since 2020

2010min US$ 32.2 billion · max US$ 114.2 billion2025
NY.GDP.MKTP.CD · World Bank WDI · CC BY 4.0
GDP per person2025
US$ 3,25748% since 2020

2010min US$ 1,264 · max US$ 3,2572025
NY.GDP.PCAP.CD · World Bank WDI · CC BY 4.0
GDP growth2025
6%5.4 pts since 2020

2010min 0.5% · max 14.1%2025
NY.GDP.MKTP.KD.ZG · World Bank WDI · CC BY 4.0
Inflation, consumer prices2025
14.2%4.3 pts since 2020

2010min 7.1% · max 38.1%2025
FP.CPI.TOTL.ZG · World Bank WDI · CC BY 4.0
Current account balance2025
8.2%of GDP11 pts since 2020

2010min -11.9% · max 8.2%2025
BN.CAB.XOKA.GD.ZS · World Bank WDI · CC BY 4.0
Reserves2025
3.8months of imports16% since 2020

2010min 1.7 · max 4.32025
FI.RES.TOTL.MO · World Bank WDI · CC BY 4.0
Unemployment2025
3%of labour force0.2 pts since 2020

2010min 2.2% · max 6.8%2025
SL.UEM.TOTL.ZS · World Bank WDI · CC BY 4.0

Source standing

Admitted
4
Under legal review
4
Prohibited
0
Not in the register
1

14 indicators · 2 composites

Indicators, engines and sources
Appears here
Output, prices, external balance and reserves, monetary conditions and labour, with intervals and the change since the last edition. For Ghana, with intervals and class probabilities, when the edition releases it.
شاخص‌ها
14 indicators and 2 composites: Gross domestic product, current US dollars; GDP per capita, PPP (ICP 2021); Real GDP growth; Volatility of real GDP growth (10-year); Consumer price inflation; Food price inflation; and 8 more.
Engines
Growth-at-Risk, macro VAR and local projections in the model registry. Kernels are reference-tested in the Foundry and not yet independently validated.
منابع
admitted: wb-wdi, fao-faostat-cpi, wb-ids, ilo-ilostatunder legal review: imf-weo, imf-cpi, imf-bop, imf-irfclnot in the register: national-cpi
وضعیت
Some sources are admitted; the others wait for legal review or stay excluded, and the area publishes on what is admitted.

Area 02 · Partly admitted

Fiscal position and public debt

Debt path fan charts, gross financing needs, debt service and fiscal stress, with the assumptions published.

اجرای سناریو
Government revenue2023
15%of GDP0.1 pts since 2018

2010min 13.8% · max 19.4%2023
GC.REV.XGRT.GD.ZS · World Bank WDI · CC BY 4.0
Government expense2022
22.7%of GDP5.3 pts since 2017

2010min 17.4% · max 26.9%2022
GC.XPN.TOTL.GD.ZS · World Bank WDI · CC BY 4.0
External debt2024
46.9%of GNI2.9 pts since 2019

2010min 46.7% · max 65.3%2024
DT.DOD.DECT.GN.ZS · World Bank WDI · CC BY 4.0
External debt service2024
9.4%of exports27 pts since 2019

2010min 3.5% · max 36%2024
DT.TDS.DECT.EX.ZS · World Bank WDI · CC BY 4.0

Source standing

Admitted
7
Under legal review
13
Prohibited
0
Not in the register
8

37 indicators · 7 composites

Indicators, engines and sources
Appears here
Debt path fan charts, gross financing needs, debt service and fiscal stress, with the assumptions published. For Ghana, with intervals and class probabilities, when the edition releases it.
شاخص‌ها
37 indicators and 7 composites: General government overall balance, share of GDP; General government primary balance, share of GDP; General government structural balance, share of potential GDP; Interest-rate-growth differential (r – g); General government revenue, current US dollars; General government revenue, share of GDP; and 31 more.
Engines
Debt fan chart on the SRDSF structure (not an IMF or World Bank DSA), fiscal stress. Kernels are reference-tested in the Foundry and not yet independently validated.
منابع
admitted: wb-wdi, oecd-revenue-statistics, wb-qpsd, oecd-sovereign-borrowing, wb-ids, wb-ppi, wb-country-climate-development-reportsunder legal review: imf-weo, imf-gfs, imf-fiscal-monitor, imf-gdd, imf-dsa, imf-sovereign-investor-base, imf-wb-lic-dsf, imf-public-sector-balance-sheet and 5 morenot in the register: unu-wider-grd, eiti, national-dmo, jpm-embi:licensed, national-bond-yields, cds-vendor:licensed, national-soe-reports, national-fiscal-risk-statements
وضعیت
Some sources are admitted; the others wait for legal review or stay excluded, and the area publishes on what is admitted.

Area 03 · Partly admitted

Financial system

Banking-system capital and liquidity, credit growth, asset prices and contagion on the dependency network.

اجرای سناریو
Non-performing loans2025
18.9%of loans4.1 pts since 2020

2010min 11.3% · max 21.8%2025
FB.AST.NPER.ZS · World Bank WDI · CC BY 4.0
Bank capital to assets2025
6.6%3.2 pts since 2020

2010min 5.1% · max 12.4%2025
FB.BNK.CAPA.ZS · World Bank WDI · CC BY 4.0

Source standing

Admitted
9
Under legal review
4
Prohibited
1
Not in the register
8

32 indicators · 7 composites

Indicators, engines and sources
Appears here
Banking-system capital and liquidity, credit growth, asset prices and contagion on the dependency network. For Ghana, with intervals and class probabilities, when the edition releases it.
شاخص‌ها
32 indicators and 7 composites: Regulatory capital to risk-weighted assets; Tier 1 capital to risk-weighted assets; Common Equity Tier 1 capital to risk-weighted assets; Capital to total assets (leverage); Non-performing loans net of provisions to capital; Non-performing loans to total gross loans; and 26 more.
Engines
VaR and expected shortfall, credit risk, DebtRank contagion. Kernels are reference-tested in the Foundry and not yet independently validated.
منابع
admitted: wb-wdi, bis-credit, bis-credit-gap, wb-findex, bis-rpp, oecd-house-prices, wb-gfdd, oecd-insurance and 1 moreunder legal review: imf-fsi, imf-mfs, imf-ifs, imf-gddprohibited: emdatnot in the register: national-supervisor, national-central-bank, fsb-nbfi-monitoring, swiss-re-sigma:licensed, munich-re-natcat:licensed, eiopa-protection-gap, bcbs-climate-disclosure-2025, national-supervisor-credit-register
وضعیت
Some sources are admitted; the others wait for legal review or stay excluded, and the area publishes on what is admitted.

Area 04 · Partly admitted

Trade, economic structure and supply chains

Trade openness and concentration, commodity dependence and supply-chain exposure by sector.

اجرای سناریو
تجارت2024
69%of GDP7.8 pts since 2019

2010min 60.8% · max 93.2%2024
NE.TRD.GNFS.ZS · World Bank WDI · CC BY 4.0
Exports2024
35.1%of GDP2.4 pts since 2019

2010min 25.4% · max 40.4%2024
NE.EXP.GNFS.ZS · World Bank WDI · CC BY 4.0
Fuel exports2025
8.8%of merchandise exports23 pts since 2019

2010min 0.1% · max 40.4%2025
TX.VAL.FUEL.ZS.UN · World Bank WDI · CC BY 4.0
Foreign direct investment, net inflows2025
1.7%of GDP1 pts since 2020

2010min 1.6% · max 8.3%2025
BX.KLT.DINV.WD.GD.ZS · World Bank WDI · CC BY 4.0

Source standing

Admitted
8
Under legal review
6
Prohibited
0
Not in the register
5

18 indicators · 5 composites

Indicators, engines and sources
Appears here
Trade openness and concentration, commodity dependence and supply-chain exposure by sector. For Ghana, with intervals and class probabilities, when the edition releases it.
شاخص‌ها
18 indicators and 5 composites: Trade openness (exports plus imports, share of GDP); International tourism receipts, share of exports; Personal remittances received, share of GDP; Net official development assistance received, share of GNI; Export product concentration (normalised HHI); Export market concentration (normalised HHI); and 12 more.
Engines
Leontief input–output, inoperability, supplier concentration. Kernels are reference-tested in the Foundry and not yet independently validated.
منابع
admitted: wb-wdi, wb-knomad, oecd-dac, unctad-stat, un-comtrade, wb-changing-wealth-of-nations, oecd-tiva, unctad-fdiunder legal review: imf-bop, un-tourism, imf-dots, usgs-mineral-commodity-summaries, unctad-eora, imf-portwatchnot in the register: harvard-growth-lab-atlas:licence-check, oec-world:licence-check, iea-critical-minerals, adb-mrio, ais-vessel-tracking:licensed
وضعیت
Some sources are admitted; the others wait for legal review or stay excluded, and the area publishes on what is admitted.

Area 05 · Partly admitted

آب

Water stress, drought, access and quality, coupled to food, energy and health in the water, energy, food, health and biodiversity nexus.

اجرای سناریو
Safely managed drinking water2024
42.9%of people6.9 pts since 2019

2010min 24.6% · max 42.9%2024
SH.H2O.SMDW.ZS · World Bank WDI · CC BY 4.0
Water stress2022
6.3%of available freshwater0 pts since 2017

2010min 5.5% · max 6.3%2022
ER.H2O.FWST.ZS · World Bank WDI · CC BY 4.0
Renewable internal freshwater per person2022
914 m³9.5% since 2017

2010min 914 m³ · max 1,189 m³2022
ER.H2O.INTR.PC · World Bank WDI · CC BY 4.0

Source standing

Admitted
3
Under legal review
2
Prohibited
2
Not in the register
4

13 indicators · 5 composites

Indicators, engines and sources
Appears here
Water stress, drought, access and quality, coupled to food, energy and health in the water, energy, food, health and biodiversity nexus. For Ghana, with intervals and class probabilities, when the edition releases it.
شاخص‌ها
13 indicators and 5 composites: Level of water stress; Baseline water stress score (sub-basin); Total renewable freshwater resources per capita; Groundwater storage decline; Water-use efficiency; Population using safely managed drinking water; and 7 more.
Engines
Baseline water stress, SPI drought, water balance, shallow-water flooding. Kernels are reference-tested in the Foundry and not yet independently validated.
منابع
admitted: fao-aquastat, wb-wdi, nasa-grace-founder legal review: un-sdg-database, wri-aqueduct-4prohibited: who-unicef-jmp, who-un-habitat-wastewaternot in the register: igrac-ggis, national-groundwater-monitoring, unep-gems-water, unece-unesco-sdg652
وضعیت
Some sources are admitted; the others wait for legal review or stay excluded, and the area publishes on what is admitted.

Area 06 · Partly admitted

انرژی

Supply security, import dependence, grid reliability, transition exposure and access.

اجرای سناریو
Access to electricity2024
91.9%of people8.4 pts since 2019

2010min 56.5% · max 91.9%2024
EG.ELC.ACCS.ZS · World Bank WDI · CC BY 4.0
Renewable energy2021
39%of final consumption6.2 pts since 2016

2010min 39% · max 51.9%2021
EG.FEC.RNEW.ZS · World Bank WDI · CC BY 4.0
Energy imports, net2024
-5.1%of energy use35 pts since 2019

2010min -40.3% · max 48.6%2024
EG.IMP.CONS.ZS · World Bank WDI · CC BY 4.0

Across the Nexus

Energy Nexus · GCRI Data and Compute

Source standing

Admitted
7
Under legal review
5
Prohibited
1
Not in the register
18

23 indicators · 6 composites

Indicators, engines and sources
Appears here
Supply security, import dependence, grid reliability, transition exposure and access. For Ghana, with intervals and class probabilities, when the edition releases it.
شاخص‌ها
23 indicators and 6 composites: Population with access to electricity; Population relying primarily on clean cooking fuels and technologies; Electricity consumption per capita; Renewable share of total final energy consumption; Primary energy intensity of GDP; Electricity generation-mix concentration; and 17 more.
Engines
DC power flow and N-1 screening; an energy-security kernel is still to be built. Kernels are reference-tested in the Foundry and not yet independently validated.
منابع
admitted: wb-wdi, wb-icp, wri-global-power-plant-database, un-comtrade, eurostat-emergency-oil-stocks, wb-enterprise-surveys, wb-b-readyunder legal review: un-energy-statistics-database, imf-bop, us-eia-861, copernicus-era5, usgs-mineral-commodity-summariesprohibited: who-household-energy-databasenot in the register: iea-sdg7-tracking, national-household-surveys, iea-world-energy-balances, irena-renewable-energy-statistics, iea-electricity-information, ember-global-electricity-review, irena-renewable-capacity-statistics, iea-oil-information and 10 more
وضعیت
Some sources are admitted; the others wait for legal review or stay excluded, and the area publishes on what is admitted.

Area 07 · Partly admitted

Food systems

Availability, access, prices and nutrition, and the drivers from water, energy, trade and conflict.

اجرای سناریو
Undernourishment2024
6.4%of people0.2 pts since 2019

2010min 5.6% · max 9.5%2024
SN.ITK.DEFC.ZS · World Bank WDI · CC BY 4.0
عملکرد غلات2024
2,632kg per hectare12% since 2019

2010min 1,594 · max 2,6322024
AG.YLD.CREL.KG · World Bank WDI · CC BY 4.0
Stunting, under 52022
17.4%of children0.1 pts since 2017

2011min 17.4% · max 22.8%2022
SH.STA.STNT.ZS · World Bank WDI · CC BY 4.0
Agriculture, value added2025
21.3%of GDP2.4 pts since 2020

2010min 17.3% · max 28%2025
NV.AGR.TOTL.ZS · World Bank WDI · CC BY 4.0

Source standing

Admitted
14
Under legal review
4
Prohibited
0
Not in the register
2

23 indicators · 6 composites

Indicators, engines and sources
Appears here
Availability, access, prices and nutrition, and the drivers from water, energy, trade and conflict. For Ghana, with intervals and class probabilities, when the edition releases it.
شاخص‌ها
23 indicators and 6 composites: Prevalence of undernourishment; Number of people undernourished; Average dietary energy supply adequacy; Per capita food supply variability; Cereal import dependency ratio; Moderate or severe food insecurity (FIES); and 17 more.
Engines
Food energy gap, price anomaly, threshold evidence. Kernels are reference-tested in the Foundry and not yet independently validated.
منابع
admitted: fao-faostat-fs, fao-sofi, wb-wdi, fao-fies, wb-food-prices-for-nutrition, fao-giews-fpma, fao-faostat-cpi, ilo-ilostat and 6 moreunder legal review: ipc-API, ipc-famine-review-committee, un-national-accounts, noaa-star-vhpnot in the register: cadre-harmonise, fsin-grfc
وضعیت
Some sources are admitted; the others wait for legal review or stay excluded, and the area publishes on what is admitted.

Area 08 · Partly admitted

امنیت سلامت

Health-system capacity, outbreak preparedness, disease burden and the health effects of other systems.

اجرای سناریو
Life expectancy2024
65.7 years1.9% since 2019

2010min 61.3 years · max 65.7 years2024
SP.DYN.LE00.IN · World Bank WDI · CC BY 4.0
Under-5 mortality2024
35.9per 1,000 births19% since 2019

2010min 35.9 · max 66.52024
SH.DYN.MORT · World Bank WDI · CC BY 4.0
Health spending2023
3%of GDP0.5 pts since 2018

2010min 2.4% · max 4.6%2023
SH.XPD.CHEX.GD.ZS · World Bank WDI · CC BY 4.0
Physicians2023
0.27per 1,000 people93% since 2018

2010min 0.09 · max 0.272023
SH.MED.PHYS.ZS · World Bank WDI · CC BY 4.0

Source standing

Admitted
4
Under legal review
2
Prohibited
15
Not in the register
8

31 indicators · 6 composites

Indicators, engines and sources
Appears here
Health-system capacity, outbreak preparedness, disease burden and the health effects of other systems. For Ghana, with intervals and class probabilities, when the edition releases it.
شاخص‌ها
31 indicators and 6 composites: Under-five mortality rate; Neonatal mortality rate; Maternal mortality ratio; Life expectancy at birth; Premature mortality from major non-communicable diseases; Tuberculosis incidence; and 25 more.
Engines
SEIR, Rt estimation, outbreak detection. Kernels are reference-tested in the Foundry and not yet independently validated.
منابع
admitted: wb-wdi, un-wpp, oecd-health, wb-hnp-statsunder legal review: un-igme, un-mmeigprohibited: who-gho, who-ghe, who-global-tb-programme, who-world-malaria-report, who-nhwa, who-wb-financial-protection, who-ghed, who-unicef-wuenic and 7 morenot in the register: unaids, household-surveys, unicef-who-joint-database, map-accessibility-to-healthcare, openstreetmap, africa-cdc-epidemic-intelligence, unicef-who-wb-jme, smart-surveys
وضعیت
Some sources are admitted; the others wait for legal review or stay excluded, and the area publishes on what is admitted.

Area 09 · Partly admitted

Environment and biodiversity

Ecosystem condition, biodiversity pressure, land and ocean change and nature dependence of the economy.

اجرای سناریو
Forest area2024
30.9%of land0.8 pts since 2019

2010min 28.7% · max 30.9%2024
AG.LND.FRST.ZS · World Bank WDI · CC BY 4.0
Protected areas2025
7.9%of territory0.2 pts since 2020

2013min 7.7% · max 7.9%2025
ER.PTD.TOTL.ZS · World Bank WDI · CC BY 4.0
PM2.5 air pollution2023
28.1 µg/m³9% since 2018

2010min 23.6 µg/m³ · max 33.9 µg/m³2023
EN.ATM.PM25.MC.M3 · World Bank WDI · CC BY 4.0

Source standing

Admitted
9
Under legal review
5
Prohibited
1
Not in the register
22

22 indicators · 6 composites

Indicators, engines and sources
Appears here
Ecosystem condition, biodiversity pressure, land and ocean change and nature dependence of the economy. For Ghana, with intervals and class probabilities, when the edition releases it.
شاخص‌ها
22 indicators and 6 composites: PM2.5 exposure, population-weighted mean; Population exposed above the WHO PM2.5 guideline, share; Seasonal peak ozone exposure; Land area; Forest area, share of land area; Annual tree cover loss rate; and 16 more.
Engines
Nature pressure-overlap screening. Kernels are reference-tested in the Foundry and not yet independently validated.
منابع
admitted: wb-wdi, jrc-ghsl-ghs-pop, fao-faostat-land-use, geoboundaries, fao-fra, fao-fisheries-sofia, wb-what-a-waste, oecd-global-plastics-outlook and 1 moreunder legal review: copernicus-cams, un-sdg-database, copernicus-marine, noaa-oisst, un-habitat-waste-wise-citiesprohibited: who-ambient-air-quality-databasenot in the register: acag-satellite-pm25, state-of-global-air, toar, gfw-umd-tree-cover-loss, unccd-prais, trends-earth, openstreetmap, grip-global-roads and 14 more
وضعیت
Some sources are admitted; the others wait for legal review or stay excluded, and the area publishes on what is admitted.

Area 10 · Partly admitted

Climate: physical and transition

Chronic and acute physical risk under scenarios, and transition exposure of the economy and the public balance sheet.

اجرای سناریو
CO₂ emissions per person2024
0.7 t CO₂e7.7% since 2019

2010min 0.4 t CO₂e · max 0.8 t CO₂e2024
EN.GHG.CO2.PC.CE.AR5 · World Bank WDI · CC BY 4.0
Greenhouse gas emissions2024
48.1 Mt CO₂e13% since 2019

2010min 24.5 Mt CO₂e · max 48.1 Mt CO₂e2024
EN.GHG.ALL.MT.CE.AR5 · World Bank WDI · CC BY 4.0
People below 5 m elevation2015
2.1%of people

2015min 2.1% · max 2.1%2015
EN.POP.EL5M.ZS · World Bank WDI · CC BY 4.0

Source standing

Admitted
10
Under legal review
7
Prohibited
0
Not in the register
24

31 indicators · 8 composites

Indicators, engines and sources
Appears here
Chronic and acute physical risk under scenarios, and transition exposure of the economy and the public balance sheet. For Ghana, with intervals and class probabilities, when the edition releases it.
شاخص‌ها
31 indicators and 8 composites: Surface warming since pre-industrial; Change in annual precipitation; Relative sea-level rise rate; Hottest day of the year (TXx); Share of warm days (TX90p); Change in very hot days (35 °C or more); and 25 more.
Engines
Return-period shift, bias correction, ensembles, sea level, climate-adjusted default risk. Kernels are reference-tested in the Foundry and not yet independently validated.
منابع
admitted: fao-faostat-temperature-change, wb-cckp, jrc-ghsl-ghs-pop, wb-wdi, wb-changing-wealth-of-nations, un-comtrade, oecd-fossil-fuel-support, ngfs-scenarios and 2 moreunder legal review: copernicus-era5, noaa-globaltemp, copernicus-sea-level, nasa-sea-level-change, nasa-sea-level-projection-tool, imf-fossil-fuel-subsidies, wb-wginot in the register: berkeley-earth, gpcc, cru-ts, psmsl, hadex3, national-met-services, gpcc-full-data-daily, entity-disclosures and 16 more
وضعیت
Some sources are admitted; the others wait for legal review or stay excluded, and the area publishes on what is admitted.

Area 11 · Partly admitted

Conflict, governance and security

Violence and its spillovers, institutional quality, rule of law and state capacity.

اجرای سناریو
Intentional homicides2022
1.8per 100,000 people9.9% since 2017

2010min 1.6 · max 2.12022
VC.IHR.PSRC.P5 · World Bank WDI · CC BY 4.0

Source standing

Admitted
9
Under legal review
4
Prohibited
1
Not in the register
14

39 indicators · 10 composites

Indicators, engines and sources
Appears here
Violence and its spillovers, institutional quality, rule of law and state capacity. For Ghana, with intervals and class probabilities, when the edition releases it.
شاخص‌ها
39 indicators and 10 composites: Reported fatalities from organised political violence; Conflict fatalities per 100,000 population; Battle-related deaths (UCDP); Political violence events; Armed conflict events; Geographic diffusion of conflict; and 33 more.
Engines
Conflict kernels in the model registry. Kernels are reference-tested in the Foundry and not yet independently validated.
منابع
admitted: ucdp-ged, ucdp-battle-related-deaths, wb-wdi, oecd-states-of-fragility, wb-fcs-list, wb-cpia, wb-enterprise-surveys, wb-spi and 1 moreunder legal review: acled, wb-wgi, imf-isora, unsd-census-programmeprohibited: who-surveillance-system-attacks-health-carenot in the register: ghsl-pop, unodc-homicide, sipri-milex, iiss-military-balance, insecurity-insight, landmine-monitor, unmas, iep-global-peace-index and 6 more
وضعیت
Some sources are admitted; the others wait for legal review or stay excluded, and the area publishes on what is admitted.

Area 12 · Partly admitted

Frontier technology and innovation

Frontier technology risk and capacity side by side: AI, compute, semiconductors, quantum, space, biotech, cyber resilience and digital infrastructure, with the innovation index below.

اجرای سناریو
Research and development spending2010
0.38%of GDP

2010min 0.38% · max 0.38%2010
GB.XPD.RSDV.GD.ZS · World Bank WDI · CC BY 4.0
Researchers in R&D2015
87per million people134% since 2010

2010min 37 · max 872015
SP.POP.SCIE.RD.P6 · World Bank WDI · CC BY 4.0
High-technology exports2023
1.6%of manufactured exports6.8 pts since 2018

2010min 0.6% · max 8.3%2023
TX.VAL.TECH.MF.ZS · World Bank WDI · CC BY 4.0
Internet users2024
72.2%of people50 pts since 2019

2010min 7.8% · max 72.2%2024
IT.NET.USER.ZS · World Bank WDI · CC BY 4.0
Fixed broadband subscriptions2024
0.7per 100 people247% since 2019

2010min 0.2 · max 0.72024
IT.NET.BBND.P2 · World Bank WDI · CC BY 4.0
Patent applications, residents2023
654% since 2018

2016min 6 · max 152023
IP.PAT.RESD · World Bank WDI · CC BY 4.0
Scientific and technical articles2023
3,270147% since 2018

2010min 349 · max 3,2702023
IP.JRN.ARTC.SC · World Bank WDI · CC BY 4.0

Source standing

Admitted
9
Under legal review
5
Prohibited
1
Not in the register
26

27 indicators · 10 composites

Indicators, engines and sources
Appears here
Frontier technology risk and capacity side by side: AI, compute, semiconductors, quantum, space, biotech, cyber resilience and digital infrastructure, with the innovation index below. For Ghana, with intervals and class probabilities, when the edition releases it.
شاخص‌ها
27 indicators and 10 composites: Severe geomagnetic storm days per year; Geoelectric field amplitude at 100-year return period; Strong solar radiation storm days per year; GDP in GNSS-dependent activities, share; Critical services relying on satellites without backup, share; High-voltage grid in high geoelectric hazard zones, share; and 21 more.
Engines
Technology series XT-01 to XT-20; the innovation index is planned. Kernels are reference-tested in the Foundry and not yet independently validated.
منابع
admitted: first-member-directory, unctad-global-cyberlaw-tracker, oecd-stan, unctad-digital-economy, un-desa-egovernment-survey, oecd-msti, wb-wdi, un-comtrade and 1 moreunder legal review: noaa-swpc, usgs-geoelectric-hazard, osm-power-grid, eu-nis2-incident-reporting, un-national-accounts-main-aggregatesprohibited: who-jee-reportsnot in the register: gfz-kp-index, bgs-geoelectric-models, nexus-gic-model, goes-energetic-particles, nexus-gnss-dependence-model, national-accounts-value-added, euspa-market-report, nexus-expert-assessment and 18 more
وضعیت
Some sources are admitted; the others wait for legal review or stay excluded, and the area publishes on what is admitted.

Area 13 · Partly admitted

Coping capacity and disaster finance

Preparedness, response and recovery capacity, risk financing and social protection.

اجرای سناریو
Social protection coverage2016
1.3%of people58 pts since 2012

2012min 1.3% · max 59.5%2016
per_si_allsi.cov_pop_tot · World Bank WDI · CC BY 4.0

Source standing

Admitted
9
Under legal review
1
Prohibited
1
Not in the register
18

18 indicators · 5 composites

Indicators, engines and sources
Appears here
Preparedness, response and recovery capacity, risk financing and social protection. For Ghana, with intervals and class probabilities, when the edition releases it.
شاخص‌ها
18 indicators and 5 composites: National DRR strategy aligned with the Sendai Framework; Local governments with DRR strategies aligned to the national strategy; Multi-hazard early warning system score; Multi-hazard monitoring and forecasting systems; People covered by early warning information; Local governments with a plan to act on early warnings; and 12 more.
Engines
Capability readiness ladder; disaster-finance readiness dossier. Kernels are reference-tested in the Foundry and not yet independently validated.
منابع
admitted: wmo-early-warnings-for-all-dashboard, wmo-observing-systems-capability-analysis, wb-gfdrr-drfip-country-profiles, wb-projects-database, wb-treasury-cat-bond-issuances, oecd-global-insurance-statistics, worldpop, oecd-crs-drr-marker and 1 moreunder legal review: undrr-sendai-framework-monitorprohibited: emdatnot in the register: mcr2030-resilience-roadmap, itu-cell-broadcast-deployments, national-civil-protection-reports, national-finance-ministry-publications, arc-annual-reports, ccrif-spc-annual-reports, pcric-annual-reports, seadrif-annual-reports and 10 more
وضعیت
Some sources are admitted; the others wait for legal review or stay excluded, and the area publishes on what is admitted.

Area 14 · Partly admitted

Society, demography and mobility

Human development, inequality, ageing, urbanisation and displacement.

اجرای سناریو
جمعیت2025
35.1 million10% since 2020

2010min 25.5 million · max 35.1 million2025
SP.POP.TOTL · World Bank WDI · CC BY 4.0
Urban population2025
58.9%of people2.7 pts since 2020

2010min 50.7% · max 58.9%2025
SP.URB.TOTL.IN.ZS · World Bank WDI · CC BY 4.0
Poverty at $3.00 a day2016
39%of people2.8 pts since 2012

2012min 39% · max 41.8%2016
SI.POV.DDAY · World Bank WDI · CC BY 4.0
ضریب جینی2016
43.5index 0–1001.1 pts since 2012

2012min 42.4 · max 43.52016
SI.POV.GINI · World Bank WDI · CC BY 4.0
People aged 65 and over2025
3.8%of people0.3 pts since 2020

2010min 3.4% · max 3.8%2025
SP.POP.65UP.TO.ZS · World Bank WDI · CC BY 4.0

Source standing

Admitted
11
Under legal review
1
Prohibited
0
Not in the register
12

46 indicators · 11 composites

Indicators, engines and sources
Appears here
Human development, inequality, ageing, urbanisation and displacement. For Ghana, with intervals and class probabilities, when the edition releases it.
شاخص‌ها
46 indicators and 11 composites: Extreme poverty headcount, USD 3.00 a day (2021 PPP); Poverty headcount, USD 4.20 a day (2021 PPP); Poverty headcount, USD 8.30 a day (2021 PPP); Poverty headcount at the national poverty line; Multidimensional poverty headcount (global MPI); Gini index; and 40 more.
Engines
Social and demographic composites (Indicator Standard). Kernels are reference-tested in the Foundry and not yet independently validated.
منابع
admitted: wb-pip, wb-wdi, wb-learning-poverty, ilo-ilostat, ilo-world-social-protection-database, wb-aspire, un-wpp, worldpop and 3 moreunder legal review: un-habitat-urban-indicatorsnot in the register: national-statistical-offices, undp-ophi-global-mpi, undp-hdr, unesco-uis, barro-lee, ipu-parline, unicef-mics, national-census and 4 more
وضعیت
Some sources are admitted; the others wait for legal review or stay excluded, and the area publishes on what is admitted.

03نوآوری

The innovation index (planned)

Capacity, not only risk: research, patents, talent, compute, digital infrastructure and capital for Ghana. These indicators are not in Indicator Standard yet; each needs its source admitted before it appears.

R&D expenditure, share of GDP
unesco-uis · not in the register
Researchers per million people
unesco-uis · not in the register
Patent applications by residents
wipo · not in the register
صادرات فناوری پیشرفته، سهم از صادرات کالاهای ساخته‌شده
un-comtrade · admitted
Fixed and mobile broadband subscriptions
itu · not in the register
Data-centre and compute capacity
national-registers · not in the register
Venture capital investment, share of GDP
oecd · admitted
AI adoption in firms and government
oecd · admitted
STEM graduates, share of graduates
unesco-uis · not in the register
توسعهٔ دولت الکترونیک
un · under legal review
Scientific publications and citations
openalex · under legal review
Critical-minerals processing capacity
national-registers · not in the register