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Global Risks Index

The Global Risks Index · GS-04 · Global sector series

Global Health

આરોગ્ય સુરક્ષા ક્ષમતા, રોગચાળાનો ઉદ્ભવ અને ફેલાવો, ગરમી અને હવાની ગુણવત્તાનો બોજ, આરોગ્ય પ્રણાલી પર તણાવ અને પહોંચ.

Construction Indicators Outlook
Page GRX-SER-GS-04Edition Baseline Edition 2026Evidence close 2026-09-30Subject Nexus ReportsNexus Reports GS-04 (planned)Values not yet publishedMethod v1.0.0-draft
FIG 1 · Series at a glance
Domain indices

1

Health security risk

Indicators

194

6 index domains

Hazard families

43

Health and biosecurity · Atmosphere and weather · Pollution and hazardous substances.

Methods

44

Health and epidemiology · Vulnerability, fragility and resilience.

Counts from the indicator, hazard and model registries.
1
domain indices
194
indicators in scope
4
hazard domains
5
client groups

01Scope

Scope and questions

The subject is the one named by the Nexus Reports programme for this code.

  1. Where would an outbreak spread fastest and be contained slowest?
  2. Which health systems are already near capacity?
  3. How do heat, air quality and water drive health burden?
02Construction

Domain indices to the series index

The series index is the expert-weighted geometric mean of its domain indices, with the intervals and class rule of the methodology.

computation

How the Global Health index is built

Graph5 nodes
Graph
01Domain indices
02Series index
03Readings

100%
List
  1. Health security risk

    Domain index · IDX · HLT
    INFORM-style aggregation, on 0 to 10, of epidemic and AMR hazard, disease burden and undernutrition against health-system and IHR capacity, each component oriented by its own polarity.
  2. Global Health index

    Series index · SERIES · GS-04
    આરોગ્ય સુરક્ષા ક્ષમતા, રોગચાળાનો ઉદ્ભવ અને ફેલાવો, ગરમી અને હવાની ગુણવત્તાનો બોજ, આરોગ્ય પ્રણાલી પર તણાવ અને પહોંચ.
  3. Country readings

    Output · OUTPUT · 195 profiles
    Published with intervals and classes when the edition is released.
  4. Regional readings

    Output · OUTPUT · 5 regions
    Published with intervals and classes when the edition is released.
  5. Global reading

    Output · OUTPUT · population or exposure weighted
    Published with intervals and classes when the edition is released.
Not runIn progressDone
FIG 2. Select a domain index to open its full construction; Simulate run plays the computation. Schematic of the construction; source: Indicator Standard composite definitions.
03Indices

Domain indices in this series

The Global Risks Index · GS-04 · 195 profiles · 0–10 scale
Global Health index, world
–
Values publish with the edition; the interval, class and change appear here.
સૂચકાંક મૂલ્ય ફેરફાર Change % 90% interval Class · probability Trend Range
Health security riskNXS-GRX · HLT – – – – –

Domains read: Health, Social and human development, Demography and mobility, Water, Climate, Coping capacity and resilience.

04Indicators

194 indicators in scope

Every indicator whose primary or secondary domain is in scope, with unit, levels and crosswalks to source code lists.

FIG 3 · Indicators in scope, by domain and sub-domain
CLI · 31HLT · 31DEM · 24SOC · 22CRS · 18WAT · 13
Area is the number of indicator definitions; colour is the pillar the domain feeds (Macroeconomy and Space feed through their indices). Select a block to filter the table. Source: Indicator Standard Nexus Indicator Standard register.
Indicator Domain Sub-domain Component Unit Levels Crosswalks
Unemployment rateIND.MAC.labour.unemployment_rate MAC Labour market vulnerability % COUNTRY WB_WDI SL.UEM.TOTL.ZS SDG 8.5.2 ILO UNE_DEAP_SEX_AGE_RT
Expected annual fiscal cost of disasters, share of GDPIND.FIS.contingent.disaster_fiscal_cost.gdp FIS Contingent liabilities vulnerability % COUNTRY
Household debt, share of GDPIND.FIN.depth.household_debt.gdp FIN Financial depth and inclusion vulnerability % COUNTRY IMF_FSI FSHG_PT
Account ownership, adultsIND.FIN.depth.account_ownership FIN Financial depth and inclusion coping capacity % COUNTRY WB_WDI FX.OWN.TOTL.ZS SDG 8.10.2
Insurance penetration (premiums to GDP)IND.FIN.nbfi.insurance_penetration FIN Non-bank financial intermediation coping capacity % COUNTRY WB_WDI GFDD.DI.09 WB_WDI GFDD.DI.10
Natural-catastrophe protection gapIND.FIN.nbfi.nat_cat_protection_gap FIN Non-bank financial intermediation vulnerability % REGION, COUNTRY
Bank exposure to carbon-intensive sectorsIND.FIN.climate_finance.carbon_intensive_exposure FIN Climate-related financial exposure exposure % COUNTRY
Bank lending exposed to high physical climate riskIND.FIN.climate_finance.physical_risk_lending FIN Climate-related financial exposure exposure % COUNTRY
Personal remittances received, share of GDPIND.ECO.trade.remittances.gdp ECO Trade exposure % COUNTRY WB_WDI BX.TRF.PWKR.DT.GD.ZS SDG 17.3.2
Surface warming since pre-industrialIND.CLI.physical_chronic.warming_since_preindustrial CLI Chronic physical change hazard K GLOBAL, REGION, COUNTRY, ADM1, GRID FAO_FAOSTAT ET
Change in annual precipitationIND.CLI.physical_chronic.precipitation_change CLI Chronic physical change hazard % COUNTRY, ADM1, GRID
Relative sea-level rise rateIND.CLI.physical_chronic.relative_sea_level_trend CLI Chronic physical change hazard mm/a COUNTRY, ADM1, CITY, SITE UNDRR_HIPS_2025 EN0402
Hottest day of the year (TXx)IND.CLI.physical_acute.txx CLI Acute climate extremes hazard Cel COUNTRY, ADM1, CITY, GRID
Share of warm days (TX90p)IND.CLI.physical_acute.tx90p CLI Acute climate extremes hazard % COUNTRY, ADM1, GRID
Change in very hot days (35 °C or more)IND.CLI.physical_acute.hot_days_change CLI Acute climate extremes hazard d/a COUNTRY, ADM1, CITY, GRID
Warm spell duration (WSDI)IND.CLI.physical_acute.warm_spell_duration CLI Acute climate extremes hazard d/a COUNTRY, ADM1, GRID
Wettest day of the year (Rx1day)IND.CLI.physical_acute.rx1day CLI Acute climate extremes hazard mm COUNTRY, ADM1, CITY, GRID
Wettest five days of the year (Rx5day)IND.CLI.physical_acute.rx5day CLI Acute climate extremes hazard mm COUNTRY, ADM1, GRID
Precipitation from very wet days (R95pTOT)IND.CLI.physical_acute.very_wet_day_share CLI Acute climate extremes hazard % COUNTRY, ADM1, GRID
Longest dry spell (CDD)IND.CLI.physical_acute.consecutive_dry_days CLI Acute climate extremes hazard d COUNTRY, ADM1, GRID
Assets vulnerable to climate-related physical risks, shareIND.CLI.physical_acute.physical_risk_vulnerable_assets.share CLI Acute climate extremes exposure % SITE, PORTFOLIO IFRS_S2 29(c)
Projected warming since pre-industrialIND.CLI.projection.projected_warming CLI Scenario projections hazard K GLOBAL, REGION, COUNTRY, ADM1, GRID
Projected change in hottest-day temperatureIND.CLI.projection.projected_txx_change CLI Scenario projections hazard K COUNTRY, ADM1, GRID
Projected change in wettest five-day precipitationIND.CLI.projection.projected_rx5day_change CLI Scenario projections hazard % COUNTRY, ADM1, GRID
Projected relative sea-level riseIND.CLI.projection.projected_sea_level_rise CLI Scenario projections hazard m COUNTRY, ADM1, CITY, SITE
Population below the future 100-year coastal flood level, shareIND.CLI.projection.slr_coastal_population_exposed.share CLI Scenario projections exposure % COUNTRY, ADM1, CITY WB_WDI EN.POP.EL5M.ZS
Total greenhouse gas emissions excluding LULUCFIND.CLI.emissions.ghg_total CLI Emissions exposure Mt/a COUNTRY WB_WDI EN.GHG.ALL.MT.CE.AR5 SDG 13.2.2
Greenhouse gas emissions per capitaIND.CLI.emissions.ghg_per_capita CLI Emissions exposure t/a/{person} COUNTRY WB_WDI EN.GHG.ALL.PC.CE.AR5 EPI GHP
Carbon intensity of GDPIND.CLI.emissions.carbon_intensity_gdp CLI Emissions exposure kg/[USD] COUNTRY WB_WDI EN.GHG.CO2.RT.GDP.KD SDG 9.4.1
Financed emissions of a portfolioIND.CLI.emissions.financed_emissions CLI Emissions exposure Mt/a PORTFOLIO IFRS_S2 29(a)(vi)
Fossil-fuel rents, share of GDPIND.CLI.transition.fossil_fuel_rents.gdp CLI Transition exposure exposure % COUNTRY WB_WDI NY.GDP.PETR.RT.ZS WB_WDI NY.GDP.NGAS.RT.ZS WB_WDI NY.GDP.COAL.RT.ZS
Fuel exports, share of merchandise exportsIND.CLI.transition.fossil_fuel_exports.share CLI Transition exposure exposure % COUNTRY WB_WDI TX.VAL.FUEL.ZS.UN
Explicit fossil-fuel subsidies, share of GDPIND.CLI.transition.fossil_fuel_subsidies.gdp CLI Transition exposure exposure % COUNTRY
Assets vulnerable to climate-related transition risks, shareIND.CLI.transition.transition_risk_vulnerable_assets.share CLI Transition exposure exposure % PORTFOLIO IFRS_S2 29(b)
NDC 2030 economy-wide emissions targetIND.CLI.transition.ndc_target_ambition CLI Transition exposure response % COUNTRY SDG 13.2.1
National adaptation plan submittedIND.CLI.adaptation.nap_submitted CLI Adaptation readiness adaptive capacity {bool} COUNTRY SDG 13.2.1
Economic readiness for adaptation investmentIND.CLI.adaptation.economic_readiness CLI Adaptation readiness adaptive capacity {score} COUNTRY ND_GAIN economic
Governance readiness for adaptationIND.CLI.adaptation.governance_readiness CLI Adaptation readiness adaptive capacity {score} COUNTRY ND_GAIN governance
Social readiness for adaptationIND.CLI.adaptation.social_readiness CLI Adaptation readiness adaptive capacity {score} COUNTRY ND_GAIN social
International adaptation finance received per capitaIND.CLI.adaptation.adaptation_finance_received.pc CLI Adaptation readiness adaptive capacity [USD] COUNTRY
Multi-hazard average annual loss, share of GDPIND.HAZ.multi.aal.gdp HAZ Multi-hazard impact % COUNTRY, ADM1, CITY, PORTFOLIO
Probable maximum loss at 250-year return period, share of GDPIND.HAZ.multi.pml_rp250.gdp HAZ Multi-hazard impact % COUNTRY, ADM1, PORTFOLIO
Population below 5 m elevation, shareIND.HAZ.coastal.low_elevation_population.share HAZ Coastal and sea level exposure % COUNTRY, ADM1, CITY WB_WDI EN.POP.EL5M.ZS
Flood protection design standardIND.HAZ.flood.flood_protection_standard HAZ Flood coping capacity a COUNTRY, ADM1, CITY, SITE
Frequency of severe meteorological droughtIND.HAZ.drought.spei_drought_frequency HAZ Drought hazard % COUNTRY, ADM1, GRID UNDRR_HIPS_2025 MH0401 INFORM HA.NAT.DR
Days of dangerous humid heat per yearIND.HAZ.heat.dangerous_heat_days HAZ Extreme heat hazard d/a COUNTRY, ADM1, CITY, GRID UNDRR_HIPS_2025 MH0501
Heatwave exposure events per personIND.HAZ.heat.heatwave_person_days HAZ Extreme heat exposure d/a COUNTRY, ADM1, CITY
Population exposed to extreme heat, shareIND.HAZ.heat.heat_population_exposed.share HAZ Extreme heat exposure % COUNTRY, ADM1, CITY
Extreme fire-weather days per yearIND.HAZ.wildfire.extreme_fire_weather_days HAZ Wildfire hazard d/a COUNTRY, ADM1, GRID
Disaster deaths and missing persons per 100,000IND.HAZ.loss.deaths_missing_rate HAZ Losses and impacts impact /10*5 COUNTRY, ADM1 SENDAI A-1 SDG 1.5.1
People directly affected by disasters per 100,000IND.HAZ.loss.directly_affected_rate HAZ Losses and impacts impact /10*5 COUNTRY, ADM1 SENDAI B-1 SDG 1.5.1
Direct economic loss from disasters, share of GDPIND.HAZ.loss.direct_economic_loss.gdp HAZ Losses and impacts impact % COUNTRY, ADM1 SENDAI C-1 SDG 1.5.2
PM2.5 exposure, population-weighted meanIND.ENV.air.pm25_exposure ENV Air quality hazard ug/m3 COUNTRY, ADM1, CITY, GRID WB_WDI EN.ATM.PM25.MC.M3 SDG 11.6.2 EPI PMD
Population exposed above the WHO PM2.5 guideline, shareIND.ENV.air.pm25_guideline_exceedance.share ENV Air quality exposure % COUNTRY, ADM1, CITY WB_WDI EN.ATM.PM25.MC.ZS
Seasonal peak ozone exposureIND.ENV.air.ozone_exposure ENV Air quality hazard [ppb] COUNTRY, ADM1, CITY, GRID
Annual tree cover loss rateIND.ENV.land.tree_cover_loss.share ENV Land and forests hazard % COUNTRY, ADM1, ADM2, GRID EPI TCL
Marine heatwave days per yearIND.ENV.ocean.marine_heatwave_days ENV Ocean hazard d/a COUNTRY, REGION, GRID UNDRR_HIPS_2025 MH0708
Level of water stressIND.WAT.stress.water_stress WAT Water stress hazard % COUNTRY, ADM1 SDG 6.4.2 WB_WDI ER.H2O.FWST.ZS
Baseline water stress score (sub-basin)IND.WAT.stress.baseline_water_stress WAT Water stress hazard {score} COUNTRY, ADM1, CITY, GRID, SITE, PORTFOLIO
Total renewable freshwater resources per capitaIND.WAT.stress.renewable_water.pc WAT Water stress hazard m3/a/{person} COUNTRY WB_WDI ER.H2O.INTR.PC
Groundwater storage declineIND.WAT.stress.groundwater_depletion WAT Water stress hazard mm/a COUNTRY, ADM1, GRID
Water-use efficiencyIND.WAT.stress.water_use_efficiency WAT Water stress adaptive capacity [USD]/m3 COUNTRY SDG 6.4.1 WB_WDI ER.GDP.FWTL.M3.KD
Population using safely managed drinking waterIND.WAT.access.safely_managed_drinking_water.share WAT Drinking water and sanitation vulnerability % COUNTRY, ADM1, CITY SDG 6.1.1 WB_WDI SH.H2O.SMDW.ZS EPI UWD
Population using at least basic drinking waterIND.WAT.access.basic_drinking_water.share WAT Drinking water and sanitation vulnerability % COUNTRY, ADM1 WB_WDI SH.H2O.BASW.ZS
Population using safely managed sanitationIND.WAT.access.safely_managed_sanitation.share WAT Drinking water and sanitation vulnerability % COUNTRY, ADM1, CITY WB_WDI SH.STA.SMSS.ZS SDG 6.2.1 EPI USD
Population with basic hand-washing facilitiesIND.WAT.access.basic_handwashing.share WAT Drinking water and sanitation vulnerability % COUNTRY, ADM1 WB_WDI SH.STA.HYGN.ZS SDG 6.2.1
Water bodies with good ambient water qualityIND.WAT.quality.good_ambient_water_quality.share WAT Water quality vulnerability % COUNTRY, ADM1 SDG 6.3.2
Wastewater flows safely treatedIND.WAT.quality.wastewater_safely_treated.share WAT Water quality coping capacity % COUNTRY, CITY SDG 6.3.1 EPI WWT
Dependency ratio on external renewable waterIND.WAT.dependence.external_water_dependency WAT Transboundary dependence exposure % COUNTRY
Transboundary basin area with operational cooperationIND.WAT.dependence.transboundary_cooperation.share WAT Transboundary dependence coping capacity % COUNTRY SDG 6.5.2
Critical services relying on satellites without backup, shareIND.SPC.dependence.satellite_service_exposure.share SPC Space-service dependence vulnerability % COUNTRY
Under-five mortality rateIND.HLT.burden.under5_mortality HLT Disease burden and mortality vulnerability /10*3 COUNTRY WB_WDI SH.DYN.MORT SDG 3.2.1 WHO_GHO MDG_0000000007
Neonatal mortality rateIND.HLT.burden.neonatal_mortality HLT Disease burden and mortality vulnerability /10*3 COUNTRY WB_WDI SH.DYN.NMRT SDG 3.2.2
Maternal mortality ratioIND.HLT.burden.maternal_mortality HLT Disease burden and mortality vulnerability /10*5 COUNTRY WB_WDI SH.STA.MMRT SDG 3.1.1 WHO_GHO MDG_0000000026
Life expectancy at birthIND.HLT.burden.life_expectancy HLT Disease burden and mortality vulnerability a COUNTRY WB_WDI SP.DYN.LE00.IN WHO_GHO WHOSIS_000001
Premature mortality from major non-communicable diseasesIND.HLT.burden.ncd_premature_mortality HLT Disease burden and mortality vulnerability % COUNTRY WB_WDI SH.DYN.NCOM.ZS SDG 3.4.1 WHO_GHO NCDMORT3070
Tuberculosis incidenceIND.HLT.burden.tb_incidence HLT Disease burden and mortality hazard /10*5 COUNTRY WB_WDI SH.TBS.INCD SDG 3.3.2 WHO_GHO MDG_0000000020
Malaria incidenceIND.HLT.burden.malaria_incidence HLT Disease burden and mortality hazard /10*3 COUNTRY WB_WDI SH.MLR.INCD.P3 SDG 3.3.3 WHO_GHO SDGMALARIA
HIV incidenceIND.HLT.burden.hiv_incidence HLT Disease burden and mortality hazard /10*3 COUNTRY WB_WDI SH.HIV.INCD.TL.P3 SDG 3.3.1 WHO_GHO SDGHIV WB_WDI SH.HIV.INCD.ZS
Medical doctors per 1,000 populationIND.HLT.system.physician_density HLT Health system capacity coping capacity /10*3 COUNTRY WB_WDI SH.MED.PHYS.ZS WHO_GHO HWF_0001 SDG 3.c.1
Nurses and midwives per 1,000 populationIND.HLT.system.nurse_midwife_density HLT Health system capacity coping capacity /10*3 COUNTRY WB_WDI SH.MED.NUMW.P3 WHO_GHO HWF_0006 SDG 3.c.1
Hospital beds per 1,000 populationIND.HLT.system.hospital_beds HLT Health system capacity coping capacity /10*3 COUNTRY WB_WDI SH.MED.BEDS.ZS WHO_GHO WHS6_102
UHC service coverage indexIND.HLT.system.uhc_service_coverage HLT Health system capacity coping capacity {score} COUNTRY SDG 3.8.1 WHO_GHO UHC_INDEX_REPORTED WB_WDI SH.UHC.SRVS.CV.XD
Population with catastrophic out-of-pocket health spendingIND.HLT.system.catastrophic_oop HLT Health system capacity vulnerability % COUNTRY SDG 3.8.2 WB_WDI SH.UHC.OOPC.10.ZS
Out-of-pocket spending, share of current health expenditureIND.HLT.system.oop_share HLT Health system capacity vulnerability % COUNTRY WB_WDI SH.XPD.OOPC.CH.ZS WHO_GHO GHED_OOPSCHE_SHA2011
Current health expenditure, share of GDPIND.HLT.system.health_expenditure.gdp HLT Health system capacity coping capacity % COUNTRY WB_WDI SH.XPD.CHEX.GD.ZS
DTP3 immunisation coverageIND.HLT.system.dtp3_coverage HLT Health system capacity coping capacity % COUNTRY WHO_GHO WHS4_100 WB_WDI SH.IMM.IDPT SDG 3.b.1
Second-dose measles immunisation coverageIND.HLT.system.mcv2_coverage HLT Health system capacity coping capacity % COUNTRY WHO_GHO MCV2 WB_WDI SH.IMM.MEA2 SDG 3.b.1
Births attended by skilled health personnelIND.HLT.system.skilled_birth_attendance HLT Health system capacity coping capacity % COUNTRY WB_WDI SH.STA.BRTC.ZS SDG 3.1.2
Travel time to the nearest health facilityIND.HLT.system.health_facility_travel_time HLT Health system capacity vulnerability min COUNTRY, ADM1, ADM2, CITY, GRID
IHR core capacity score (SPAR)IND.HLT.security.spar_capacity HLT Health security (IHR) coping capacity {score} COUNTRY SDG 3.d.1 WHO_GHO SDGIHR2021 WHO_GHO SDGIHR2018
IHR laboratory capacity (SPAR C4)IND.HLT.security.spar_laboratory HLT Health security (IHR) coping capacity {score} COUNTRY SPAR C4 WHO_GHO IHRSPAR2_C04 JEE D1
IHR surveillance capacity (SPAR C5)IND.HLT.security.spar_surveillance HLT Health security (IHR) coping capacity {score} COUNTRY SPAR C5 WHO_GHO IHRSPAR2_C05 JEE D2
IHR health emergency management capacity (SPAR C7)IND.HLT.security.spar_emergency_management HLT Health security (IHR) coping capacity {score} COUNTRY SPAR C7 WHO_GHO IHRSPAR2_C07 JEE R1
IHR risk communication capacity (SPAR C10)IND.HLT.security.spar_risk_communication HLT Health security (IHR) coping capacity {score} COUNTRY SPAR C10 WHO_GHO IHRSPAR2_C10 JEE R5
Epidemic event frequencyIND.HLT.epidemic.outbreak_event_frequency HLT Epidemic and outbreak hazard 1 COUNTRY, ADM1
Reported cholera cases, per 100,000 populationIND.HLT.epidemic.cholera_cases.p100k HLT Epidemic and outbreak hazard /10*5 COUNTRY WHO_GHO CHOLERA_0000000001
Bloodstream infections due to MRSAIND.HLT.amr.mrsa_bloodstream HLT Antimicrobial resistance hazard % COUNTRY WHO_GHO AMR_INFECT_MRSA SDG 3.d.2
Bloodstream infections due to E. coli resistant to third-generation cephalosporinsIND.HLT.amr.ecoli_3gc_bloodstream HLT Antimicrobial resistance hazard % COUNTRY WHO_GHO AMR_INFECT_ECOLI SDG 3.d.2
Stunting among children under fiveIND.HLT.nutrition.stunting HLT Nutrition vulnerability % COUNTRY WB_WDI SH.STA.STNT.ME.ZS SDG 2.2.1 WHO_GHO NUTSTUNTINGPREV FAO_FAOSTAT 21025
Wasting among children under fiveIND.HLT.nutrition.wasting HLT Nutrition vulnerability % COUNTRY, ADM1 WB_WDI SH.STA.WAST.ZS SDG 2.2.2 WHO_GHO NUTRITION_WH_2 FAO_FAOSTAT 21026
Anaemia among women of reproductive ageIND.HLT.nutrition.anaemia_women HLT Nutrition vulnerability % COUNTRY WB_WDI SH.ANM.ALLW.ZS WHO_GHO NUTRITION_ANAEMIA_REPRODUCTIVEAGE_PREV SDG 2.2.3 FAO_FAOSTAT 21043
Cost of a healthy dietIND.FOO.access.healthy_diet_cost FOO Access and affordability vulnerability [USD] COUNTRY WB_WDI CoHD_PPP
Population unable to afford a healthy dietIND.FOO.access.healthy_diet_unaffordable FOO Access and affordability vulnerability % COUNTRY WB_WDI CoHD_headcount
Agriculture, forestry and fishing value added, share of GDPIND.FOO.agriculture.agri_value_added.gdp FOO Agricultural production and dependence vulnerability % COUNTRY WB_WDI NV.AGR.TOTL.ZS
Employment in agriculture, share of total employmentIND.FOO.agriculture.agri_employment_share FOO Agricultural production and dependence vulnerability % COUNTRY WB_WDI SL.AGR.EMPL.ZS
Cereal yield variability (15-year)IND.FOO.agriculture.cereal_yield_variability FOO Agricultural production and dependence vulnerability % COUNTRY
Agricultural water withdrawal, share of totalIND.FOO.agriculture.agri_water_withdrawal FOO Agricultural production and dependence vulnerability % COUNTRY WB_WDI ER.H2O.FWAG.ZS
Vegetation Health Index on croplandIND.FOO.agriculture.vegetation_health_index FOO Agricultural production and dependence hazard {score} COUNTRY, ADM1, ADM2, GRID
Extreme poverty headcount, USD 3.00 a day (2021 PPP)IND.SOC.poverty.extreme_poverty.usd300 SOC Poverty vulnerability % COUNTRY WB_WDI SI.POV.DDAY SDG 1.1.1
Poverty headcount, USD 4.20 a day (2021 PPP)IND.SOC.poverty.poverty.usd420 SOC Poverty vulnerability % COUNTRY WB_WDI SI.POV.LMIC
Poverty headcount, USD 8.30 a day (2021 PPP)IND.SOC.poverty.poverty.usd830 SOC Poverty vulnerability % COUNTRY WB_WDI SI.POV.UMIC
Poverty headcount at the national poverty lineIND.SOC.poverty.national_poverty SOC Poverty vulnerability % COUNTRY, ADM1 WB_WDI SI.POV.NAHC SDG 1.2.1
Multidimensional poverty headcount (global MPI)IND.SOC.poverty.multidimensional_poverty SOC Poverty vulnerability % COUNTRY, ADM1 SDG 1.2.2 WB_WDI SI.POV.MPWB
Gini indexIND.SOC.inequality.gini SOC Inequality vulnerability {score} COUNTRY WB_WDI SI.POV.GINI
Income or consumption share of the bottom 40 percentIND.SOC.inequality.bottom40_income_share SOC Inequality vulnerability % COUNTRY WB_WDI SI.DST.FRST.20
Growth of consumption or income of the bottom 40 percentIND.SOC.inequality.bottom40_growth SOC Inequality adaptive capacity % COUNTRY WB_WDI SI.SPR.PC40.ZG SDG 10.1.1
Loss in human development due to inequalityIND.SOC.inequality.human_development_loss SOC Inequality vulnerability % COUNTRY HDR loss
Mean years of schoolingIND.SOC.education.mean_years_schooling SOC Education adaptive capacity a COUNTRY HDR mys
Expected years of schoolingIND.SOC.education.expected_years_schooling SOC Education adaptive capacity a COUNTRY HDR eys
Learning povertyIND.SOC.education.learning_poverty SOC Education vulnerability % COUNTRY WB_WDI SE.LPV.PRIM SDG 4.1.1
Adult literacy rateIND.SOC.education.adult_literacy SOC Education adaptive capacity % COUNTRY WB_WDI SE.ADT.LITR.ZS SDG 4.6.1
Gender Inequality Index (UNDP)IND.SOC.gender.gender_inequality_index SOC Gender vulnerability {score} COUNTRY HDR gii
Female labour-force participation rateIND.SOC.gender.female_labour_participation SOC Gender adaptive capacity % COUNTRY WB_WDI SL.TLF.CACT.FE.ZS
Seats held by women in national parliamentIND.SOC.gender.women_in_parliament SOC Gender adaptive capacity % COUNTRY WB_WDI SG.GEN.PARL.ZS SDG 5.5.1
Population covered by at least one social protection benefitIND.SOC.protection.social_protection_coverage SOC Social protection coping capacity % COUNTRY SDG 1.3.1 ILO SDG_0131_SEX_SOC_RT WB_WDI per_allsp.cov_pop_tot
Youth not in employment, education or trainingIND.SOC.protection.youth_neet SOC Social protection vulnerability % COUNTRY WB_WDI SL.UEM.NEET.ZS SDG 8.6.1 ILO SDG_0861_SEX_RT
Informal employment, share of total employmentIND.SOC.protection.informal_employment SOC Social protection vulnerability % COUNTRY SDG 8.3.1 ILO SDG_0831_SEX_ECO_RT WB_WDI SL.ISV.IFRM.ZS
Children aged 5 to 17 in child labourIND.SOC.protection.child_labour SOC Social protection vulnerability % COUNTRY SDG 8.7.1 ILO SDG_B871_SEX_AGE_RT WB_WDI SL.TLF.0714.ZS
Human Development Index (UNDP)IND.SOC.development.hdi SOC Human development adaptive capacity {score} COUNTRY HDR hdi
Inequality-adjusted Human Development Index (UNDP)IND.SOC.development.ihdi SOC Human development adaptive capacity {score} COUNTRY HDR ihdi
Total populationIND.DEM.population.total DEM વસ્તી context {persons} COUNTRY, ADM1, ADM2, GRID WB_WDI SP.POP.TOTL UN_WPP TPopulation1July
Population densityIND.DEM.population.density DEM વસ્તી context {persons}/km2 COUNTRY, ADM1, ADM2, GRID WB_WDI EN.POP.DNST UN_WPP PopDensity
Population growthIND.DEM.population.growth DEM વસ્તી vulnerability % COUNTRY WB_WDI SP.POP.GROW UN_WPP PopGrowthRate
Total fertility rateIND.DEM.population.fertility_rate DEM વસ્તી context {births}/{woman} COUNTRY WB_WDI SP.DYN.TFRT.IN UN_WPP TFR
Age dependency ratioIND.DEM.structure.age_dependency DEM Age structure vulnerability % COUNTRY WB_WDI SP.POP.DPND
Population aged 65 and over, share of totalIND.DEM.structure.share_65plus DEM Age structure vulnerability % COUNTRY WB_WDI SP.POP.65UP.TO.ZS
Population aged under 15, share of totalIND.DEM.structure.share_under15 DEM Age structure vulnerability % COUNTRY WB_WDI SP.POP.0014.TO.ZS
Urban population, share of totalIND.DEM.urbanisation.urban_share DEM Urbanisation context % COUNTRY WB_WDI SP.URB.TOTL.IN.ZS
Urban population growthIND.DEM.urbanisation.urban_growth DEM Urbanisation vulnerability % COUNTRY WB_WDI SP.URB.GROW
Urban population living in slumsIND.DEM.urbanisation.slum_share DEM Urbanisation vulnerability % COUNTRY WB_WDI EN.POP.SLUM.UR.ZS SDG 11.1.1
Refugees by country of originIND.DEM.displacement.refugees_origin DEM Forced displacement impact {persons} COUNTRY UNHCR REF WB_WDI SM.POP.REFG.OR
Refugees by country of origin, per 100,000 populationIND.DEM.displacement.refugees_origin.p100k DEM Forced displacement impact /10*5 COUNTRY SDG 10.7.4
Refugees hosted (country of asylum)IND.DEM.displacement.refugees_hosted DEM Forced displacement exposure {persons} COUNTRY UNHCR REF WB_WDI SM.POP.REFG
Refugees hosted, per 100,000 populationIND.DEM.displacement.refugees_hosted.p100k DEM Forced displacement exposure /10*5 COUNTRY
Asylum-seekers hosted, per 100,000 populationIND.DEM.displacement.asylum_seekers_hosted.p100k DEM Forced displacement exposure /10*5 COUNTRY UNHCR ASY
Internally displaced people, conflict and violence (stock)IND.DEM.displacement.idp_conflict DEM Forced displacement impact {persons} COUNTRY, ADM1 IDMC conflict_total_displacement WB_WDI VC.IDP.TOCV UNHCR IDP
Internally displaced people, disasters (stock)IND.DEM.displacement.idp_disaster DEM Forced displacement impact {persons} COUNTRY, ADM1 IDMC disaster_total_displacement
Internally displaced people, per 100,000 populationIND.DEM.displacement.idp_total.p100k DEM Forced displacement impact /10*5 COUNTRY
New internal displacements, conflict and violenceIND.DEM.displacement.new_displacement_conflict DEM Forced displacement impact 1 COUNTRY, ADM1 IDMC conflict_new_displacement WB_WDI VC.IDP.NWCV
New internal displacements, disastersIND.DEM.displacement.new_displacement_disaster DEM Forced displacement impact 1 COUNTRY, ADM1 IDMC disaster_new_displacement WB_WDI VC.IDP.NWDS
New internal displacements, per 100,000 populationIND.DEM.displacement.new_displacement.p100k DEM Forced displacement impact /10*5 COUNTRY
Net migrationIND.DEM.migration.net_migration DEM Migration context {persons} COUNTRY WB_WDI SM.POP.NETM UN_WPP NetMigrations
Net migration rateIND.DEM.migration.net_migration_rate DEM Migration context /10*3 COUNTRY UN_WPP CNMR
International migrant stock, share of populationIND.DEM.migration.migrant_stock_share DEM Migration context % COUNTRY WB_WDI SM.POP.TOTL.ZS
Attacks on health careIND.CON.civilian.attacks_on_health_care CON Civilian harm impact 1 COUNTRY
Government effectiveness (WGI)IND.GOV.quality.government_effectiveness GOV Governance quality coping capacity {score} COUNTRY WB_WGI GOV_WGI_GE.SC WB_WGI GOV_WGI_GE.EST
Completeness of birth registrationIND.GOV.statistics.birth_registration GOV Statistical capacity coping capacity % COUNTRY WB_WDI SP.REG.BRTH.ZS SDG 16.9.1
Years since the last population censusIND.GOV.statistics.years_since_census GOV Statistical capacity vulnerability a COUNTRY SDG 17.19.2
Population relying primarily on clean cooking fuels and technologiesIND.ENE.access.clean_cooking ENE Access vulnerability % COUNTRY, ADM1 SDG 7.1.2 WB_WDI EG.CFT.ACCS.ZS
Renewable share of total final energy consumptionIND.ENE.mix.renewable_share_tfec ENE Energy mix adaptive capacity % COUNTRY SDG 7.2.1 WB_WDI EG.FEC.RNEW.ZS
Primary energy intensity of GDPIND.ENE.mix.energy_intensity ENE Energy mix vulnerability MJ/[USD] COUNTRY SDG 7.3.1 WB_WDI EG.EGY.PRIM.PP.KD
Fossil share of electricity generationIND.ENE.mix.fossil_electricity_share ENE Energy mix vulnerability % COUNTRY WB_WDI EG.ELC.FOSL.ZS
Installed renewable generating capacity per capitaIND.ENE.mix.renewable_capacity.pc ENE Energy mix adaptive capacity W/{person} COUNTRY SDG 7.b.1
Water-dependent electricity generation, shareIND.ENE.mix.water_dependent_generation.share ENE Energy mix vulnerability % COUNTRY, ADM1
Heating and cooling degree daysIND.ENE.reliability.thermal_demand_degree_days ENE Reliability hazard K.d/a COUNTRY, ADM1, CITY, GRID
Rural population within 2 km of an all-season roadIND.INF.transport.rural_road_access INF Transport coping capacity % COUNTRY, ADM1 SDG 9.1.1
Urban population with convenient access to public transportIND.INF.transport.public_transport_access INF Transport coping capacity % CITY, ADM1, COUNTRY SDG 11.2.1 ISO_37120 ISO 37120:2018
Population covered by a mobile network, by technologyIND.INF.digital.mobile_network_coverage INF Digital connectivity coping capacity % COUNTRY, ADM1 SDG 9.c.1
Water supply network resilienceIND.INF.utilities.water_network_resilience INF Utilities coping capacity {score} COUNTRY, ADM1, CITY ISO_37123 ISO 37123:2019
Critical facilities with 72-hour back-up powerIND.INF.utilities.critical_facility_backup_power INF Utilities coping capacity % COUNTRY, ADM1, CITY ISO_37123 ISO 37123:2019
Water supply assets in high-hazard zones, shareIND.INF.utilities.water_assets_exposed.share INF Utilities exposure % COUNTRY, ADM1, ADM2, CITY, GRID
Lifeline facilities in high-hazard zones, shareIND.INF.utilities.lifeline_facilities_exposed.share INF Utilities exposure % COUNTRY, ADM1, ADM2, CITY, GRID
Health facilities damaged or destroyed by disastersIND.INF.disruption.health_facilities_damaged INF Service disruption impact 1 COUNTRY, ADM1 SENDAI D-2
Educational facilities damaged or destroyed by disastersIND.INF.disruption.education_facilities_damaged INF Service disruption impact 1 COUNTRY, ADM1 SENDAI D-3
Biosafety and biosecurity oversight of high-containment laboratoriesIND.TEC.bio.biosecurity_lab_oversight TEC Biotechnology coping capacity {score} COUNTRY
National DRR strategy aligned with the Sendai FrameworkIND.CRS.drr.national_drr_strategy CRS DRR strategy coping capacity {score} COUNTRY SENDAI E-1 SDG 1.5.3 SDG 11.b.1 SDG 13.1.2
Local governments with DRR strategies aligned to the national strategyIND.CRS.drr.local_drr_strategies CRS DRR strategy coping capacity % COUNTRY, ADM1 SENDAI E-2 SDG 1.5.4 SDG 11.b.2 SDG 13.1.3
Multi-hazard early warning system scoreIND.CRS.warning.mhews_score CRS Early warning coping capacity {score} COUNTRY SENDAI G-1
Multi-hazard monitoring and forecasting systemsIND.CRS.warning.monitoring_forecasting CRS Early warning coping capacity {score} COUNTRY SENDAI G-2
People covered by early warning informationIND.CRS.warning.early_warning_coverage CRS Early warning coping capacity /10*5 COUNTRY, ADM1 SENDAI G-3
Local governments with a plan to act on early warningsIND.CRS.warning.local_warning_action_plans CRS Early warning coping capacity % COUNTRY, ADM1 SENDAI G-4
Accessible disaster risk information and assessmentIND.CRS.warning.risk_information_access CRS Early warning coping capacity {score} COUNTRY SENDAI G-5
Exposed population protected by pre-emptive evacuationIND.CRS.warning.preemptive_evacuation CRS Early warning coping capacity % COUNTRY, ADM1 SENDAI G-6
Disaster risk financing strategy adoptedIND.CRS.financing.drf_strategy CRS Risk financing and protection gap coping capacity {bool} COUNTRY
Participation in a sovereign regional risk poolIND.CRS.financing.regional_risk_pool_membership CRS Risk financing and protection gap coping capacity {bool} COUNTRY
Pre-arranged contingent disaster credit, share of GDPIND.CRS.financing.contingent_credit.gdp CRS Risk financing and protection gap coping capacity % COUNTRY
Sovereign catastrophe risk transfer limit, share of GDPIND.CRS.financing.risk_transfer_cover.gdp CRS Risk financing and protection gap coping capacity % COUNTRY
Natural-catastrophe insurance protection gapIND.CRS.financing.insurance_protection_gap CRS Risk financing and protection gap vulnerability % COUNTRY
Non-life insurance premiums, share of GDPIND.CRS.financing.non_life_insurance_penetration CRS Risk financing and protection gap coping capacity % COUNTRY
Population within 15 minutes of emergency servicesIND.CRS.response.emergency_service_access CRS Response capacity coping capacity % COUNTRY, ADM1, CITY ISO_37120 ISO 37120:2018
INSARAG-classified urban search and rescue teamIND.CRS.response.usar_classification CRS Response capacity coping capacity {bool} COUNTRY
International official support for DRR received, share of GDPIND.CRS.response.international_drr_support.gdp CRS Response capacity coping capacity % COUNTRY SENDAI F-1
Shock-responsive social protection readinessIND.CRS.response.shock_responsive_social_protection CRS Response capacity coping capacity {score} COUNTRY
05આપત્તિઓ

Hazard families this series reads

families, each crosswalked to the UNDRR–ISC Hazard Information Profiles (2025) where a profile exists.

FIG 4 · Hazard families this series reads
AtmosphereWaterPollutionHealth282HAZARDS
4 hazard domains (inner ring) and 43 families (outer ring), sized by hazard count. Select a segment to filter the table below. Source: Hazard Standard Nexus Hazard Standard.
Family Domain આપત્તિઓ Count
Airborne and respiratory infection Health and biosecurity Respiratory pandemic, Seasonal influenza epidemic, Zoonotic influenza spillover, Coronavirus outbreak, Tuberculosis surge, Bacterial meningitis outbreak 6
Vaccine-preventable outbreaks Health and biosecurity Measles outbreak, Polio outbreak, Diphtheria and whooping cough outbreak, Other vaccine-preventable outbreak 4
Faecal-oral and foodborne infection Health and biosecurity Cholera outbreak, Typhoid and paratyphoid fever, Shigellosis and dysentery outbreak, Viral diarrhoea outbreak, Faecal-oral hepatitis outbreak, Foodborne illness outbreak, Waterborne disease outbreak 7
Vector-borne infection Health and biosecurity Dengue epidemic, Chikungunya and Zika outbreak, Yellow fever outbreak, West Nile and Culex-borne virus outbreak, Malaria resurgence, Plague outbreak, Trypanosomiasis outbreak, Tick-borne disease surge … 10
Haemorrhagic fever Health and biosecurity Ebola and Marburg outbreak, Lassa fever outbreak, Crimean-Congo haemorrhagic fever outbreak 3
Blood-borne and sexually transmitted infection Health and biosecurity HIV epidemic, Chronic viral hepatitis B and C burden, Sexually transmitted infection resurgence 3
Animal-to-human spillover Health and biosecurity Zoonotic spillover event, Anthrax outbreak, Brucellosis outbreak, Rabies outbreak, Leptospirosis outbreak, Mpox outbreak, Rift Valley fever outbreak, Nipah and henipavirus outbreak 8
Rare and persistent human infections Health and biosecurity Prion disease cluster, Smallpox reintroduction 2
Livestock and aquaculture epizootics Health and biosecurity Swine fever epizootic, Foot-and-mouth epizootic, Ruminant respiratory epizootic, Vector-borne livestock disease, Poultry epizootic, Screwworm infestation, Aquaculture disease outbreak, Livestock disease outbreak 8
Plant disease and pests Health and biosecurity Bacterial and fungal crop disease, Plant virus epidemic, Crop insect pest outbreak, Locust swarm, Invasive species spread 5
Systemic biological risks Health and biosecurity Antimicrobial resistance, Deliberate or accidental biological-agent release 2
Environmental and product harm to people Health and biosecurity Snakebite envenoming, Substandard and falsified medicines, Adulterated alcohol poisoning, Overdose epidemic 4
Climate-sensitive illness Health and biosecurity Heat-related illness surge, Cold-related illness surge, Disease vector range expansion, Aeroallergen season intensification, Warm-water bacterial infection 5
Drug and insecticide resistance by pathogen class Health and biosecurity Multidrug-resistant bacterial infection spread, Antiviral drug resistance, Antimalarial and antiparasitic drug resistance, Antifungal drug resistance, Insecticide resistance in disease vectors, Antimicrobial development and supply failure 6
Emerging and unknown infection threats Health and biosecurity Unknown future pathogen emergence, Emerging fungal pathogen, Endemic fungal disease range expansion, Healthcare-associated infection outbreak, Undiagnosed illness cluster 5
Maternal, newborn and child health emergencies Health and biosecurity Maternal mortality rise, Newborn mortality surge, Preterm and low birthweight birth rise, Childhood immunisation coverage collapse, Infant feeding disruption, Reproductive health service disruption 6
Mental health crises Health and biosecurity Population mental distress surge, Post-disaster traumatic stress, Suicide rate rise, Youth mental health crisis, Climate-related psychological distress, Social isolation and loneliness epidemic, Mass psychogenic illness outbreak, Gambling harm surge 8
Noncommunicable disease surges Health and biosecurity Cardiovascular disease surge, Diabetes epidemic, Obesity epidemic, Cancer burden rise, Chronic respiratory disease burden, Chronic kidney disease surge, Dementia burden growth, Post-infection chronic illness … 11
Malnutrition and micronutrient deficiency Health and biosecurity Acute malnutrition surge, Chronic undernutrition and stunting, Micronutrient deficiency, Nutritional deficiency disease outbreak, Unhealthy diet transition, Crop nutrient decline 6
Occupational disease and injury Health and biosecurity Occupational lung disease, Occupational heat strain, Occupational cancer, Occupational chemical poisoning, Workplace injury burden, Work-related psychosocial harm 6
Health system capacity failure Health and biosecurity Health workforce shortage, Health worker industrial action, Health financing collapse, Catastrophic out-of-pocket health spending, Vaccine confidence collapse, Essential health service disruption, Disease surveillance failure, Health facility loss of function … 9
Convective storms Atmosphere and weather Thunderstorm, Lightning strike, Downburst, Tornado, Waterspout, Hail, Squall, Derecho … 11
Cyclonic storm systems Atmosphere and weather Tropical cyclone, Subtropical cyclone, Extratropical cyclone, Low-pressure system, Mediterranean tropical-like cyclone, Polar low, Rapid cyclone intensification, Explosive cyclogenesis 8
Damaging wind Atmosphere and weather Windstorm, Gale, Downslope windstorm, Clear-air turbulence 4
Precipitation extremes Atmosphere and weather Intense rainfall, Heavy snowfall, Snowstorm, Blizzard, Lake-effect snow band, Freezing rain, Structural icing 7
Thermal extremes Atmosphere and weather Heatwave, Humid heat stress, Cold wave, Livestock winter disaster, Hard freeze, Frost, Rapid thaw, Extreme night-time heat … 9
Airborne particles and low visibility Atmosphere and weather Fog, Dust storm, Dust haze, Haze, Smoke plume, Airborne allergen surge 6
Large-scale circulation anomalies Atmosphere and weather Atmospheric river, Atmospheric blocking, Tropical Pacific climate swing, Monsoon failure, Polar vortex disruption, Indian Ocean dipole event, North Atlantic pressure-seesaw extreme 7
Surface radiation extremes Atmosphere and weather Extreme ultraviolet exposure, Stratospheric ozone loss episode 2
Air pollution episodes Pollution and hazardous substances Outdoor air pollution episode, Point-source air emission, Household air pollution, Black carbon, Acid deposition, Ground-level ozone episode, Open waste burning, Agricultural residue burning … 9
Contaminated water, soil and food Pollution and hazardous substances Diffuse runoff pollution, Soil contamination, Chemical water contamination, Oil spill, Microplastic contamination, Food and feed contamination, Mycotoxin contamination, Seafood biotoxin contamination … 10
Persistent and bioaccumulative substances Pollution and hazardous substances Persistent organic pollutants, PFAS contamination, Mercury exposure, Lead exposure, Cadmium exposure, Arsenic in drinking water, Trace-element imbalance, Asbestos exposure … 9
Hazardous releases and chemical agents Pollution and hazardous substances Chemical spill or leak, Toxic gas release, Asphyxiant gas release, Carbon monoxide poisoning, Corrosive substance release, Deliberate chemical-agent release 6
Ionising radiation and nuclear material Pollution and hazardous substances Nuclear plant accident, Radioactive material release, Nuclear detonation, Radioactive waste containment failure 4
Waste and residue failures Pollution and hazardous substances Solid waste mismanagement, Landfill failure, Hazardous and clinical waste release, Electronic waste exposure, Plastic waste accumulation, Marine debris, Untreated wastewater discharge, Waste impoundment failure … 9
Novel entities and emerging contaminants Pollution and hazardous substances Nanoplastic accumulation, Tyre and road wear particles, Endocrine-disrupting chemical exposure, Pharmaceutical pollution, Environmental spread of antimicrobial resistance, Unassessed chemical mixture exposure, Engineered nanomaterial release 7
Indoor environment hazards Pollution and hazardous substances Poor indoor air quality, Damp and mould exposure, Indoor chemical off-gassing, Indoor overheating, Second-hand smoke exposure 5
Noise, light and thermal pollution Pollution and hazardous substances Environmental noise pollution, Light pollution, Underwater noise pollution, Thermal water pollution 4
Freshwater inundation Water systems River flood, Flash flood, Surface-water flood, Groundwater flood, Snowmelt flood, Ice-jam flood, Reservoir release flood, Natural-dam outburst flood … 9
Water deficit Water systems Meteorological drought, Agricultural drought, Hydrological drought, Groundwater depletion, Flash drought, Water supply shortfall, Megadrought, Lake and inland sea desiccation … 9
Coastal and sea-level hazards Water systems Storm surge, Storm tide, Coastal flood, Estuary flood, High-tide flooding, Tsunami, Seiche, Rogue wave … 13
Ocean-state extremes Water systems Marine heatwave, Ocean acidification, Marine oxygen depletion, Upper-ocean stratification increase, Marine cold spell, Lake and river heatwave 6
Water-quality degradation Water systems Eutrophication, Harmful algal bloom, Freshwater salinisation, Sargassum seaweed influx 4
06Outlook

How the outlooks for this series are verified

FIG 5 · Explainer: how forecasts are verified
0.15
1.4
1
0
–
runs in your browser

Explainer: 3,000 synthetic forecasts and outcomes from your settings, scored the way every Outlook model version is scored: reliability diagram, Brier score, skill against climatology and ROC area.
07Methods

Method libraries

Each method has a reference implementation or declares the specialist model, data or adapter it still needs; none is promoted beyond its evidence.

25 methods

Health and epidemiology

SIR Epidemiology · SEIR Epidemiology · Stochastic Epidemic · Rt Estimation · Health Nowcasting · Outbreak Detection · Syndromic Surveillance …

19 methods

Vulnerability, fragility and resilience

Simple Vulnerability Factor Screening · Fragility Curve · Vulnerability Curve · Multi-State Damage · Component Fragility · Structural Vulnerability · Infrastructure Fragility …

08Users

Who uses it

Governments and national risk agencies

Prioritise prevention and preparedness. Plan with subnational layers. Track Sendai targets. Co-develop a national index.

UN system and humanitarian organisations

Compare needs across contexts with intervals. Watch weekly signals for review. Read outlooks for anticipatory planning.

Civil society and NGOs

Target programmes. Use open profiles. Contribute local evidence.

Insurers, reinsurers and risk pools

Read hazard, exposure and protection-gap context. Run scenario and tail analytics. Study parametric index design questions.

Universities and research

Replicate every value. Study methods. Contribute data and review.

09અહેવાલો

Nexus Reports

Edition code
GS-04
Edition status
planned
Subject
Named by Nexus Reports

Nexus Reports

10Cite

Cite and reuse

GCRI Canada (2026). The Global Risks Index (NXS-GRX (canonical data, provenance and risk)): Global Health series (GRX-SER-GS-04), Baseline Edition 2026. Preparatory working draft. https://risksindex.com/series/gs-04/ UNI NXS-GRX-AR-000062.
Series key
grix:SER.GS-04:{ISO3}:{YEAR}:A
Domain keys
nis:IDX.HLT.security.health_security_risk:{ISO3}:{YEAR}:A

Every country reads this series

Each country profile carries the domain indices this series is built from.

Country profiles All series

સ્થિતિ

The methodology, structure and definitions of The Global Risks Index are a preparatory working draft (2026), circulated for review and comment and not for implementation. No value appears until an edition is released from a governed evidence cut; values then carry intervals, classes, sources and their correction pathway. Simulators run the published methods on numbers you choose and never show a NXS-GRX value.

What NXS-GRX is not

NXS-GRX is research and risk-analytics information. It is not a credit or ESG rating and uses no rating scale, not a benchmark for financial instruments, not official statistics, not an emergency warning or official classification, and not advice. It must not be used to evaluate natural persons. Risk classes are bands on a published scale, never rankings of countries or people.

Institutions and sources

The Nexus Consortium is stewarded by three independent not-for-profit institutions: The Global Centre for Risk and Innovation (GCRI), through GCRI US in Washington, DC and GCRI Canada in Ontario, with GCRI Canada as Lead Institution, Consortium Secretariat and lead contracting organisation; The Global Risks Forum (GRF); and The Global Risks Alliance (GRA). Technology, infrastructure and service providers work with the Consortium at arm’s length under written agreements, like every other external party in the public-private-planet model, and hold no role in its stewardship.

Every value carries the attribution of its sources, which keep their own licences. External names are cited for interoperability only. Nexus-authored text is intended for CC BY 4.0 on release.

Avis en français

La méthodologie et les définitions du NXS-GRX sont un projet de travail préparatoire (2026). Le NXS-GRX est une information de recherche et d’analyse des risques : ni notation, ni indice de référence financier, ni statistique officielle, ni alerte, ni conseil. Les classes de risque sont des bandes sur une échelle publiée, non des classements.