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Global Risks Index
The Global Risks Index · GRX-IDX-INF · VUL Human and systems vulnerability

인프라 취약성 지수

Index of transport and digital connectivity deficits, utility fragility, energy supply unreliability and realised disruption impact on a 0–10 scale, higher meaning more fragile.

Page GRX-IDX-INFEdition Baseline Edition 2026Evidence close 2026-09-30Indicator Standard IDX.INF.disruption.infrastructure_fragilityValues not yet publishedMethod v1.0.0-draft
FIG 1 · Method card
Aggregation

geometric

expert weights · floor 0.1 where geometric

불확실성

1,000 draws

normalisation, weights, aggregation, imputation

구조

5 components

24 leaf indicators

적용 범위

67% minimum

modelled share ≤ 30%

From the Indicator Standard definition of this index.
24
leaf indicators
5
components
1,000
Monte Carlo draws
10
series read it
01Construction

From indicators to the composite

Shows how likely infrastructure is to fail or isolate people under stress, and how much it already has; sub-indices stay visible beside the total.

computation
How Infrastructure fragility is computed
Graph32 nodes
그래프
01지표
02Sub-indices
03Domain index
04기둥
05종합
100%
색인
  1. 전천후 도로 2 km 이내 농촌 인구
    Indicator · IND · %
    Share of the rural population living within two kilometres (about a 20-minute walk) of a road passable in all seasons, estimated from gridded population and road-network condition data.
  2. 물류 성과
    Indicator · IND · score
    Overall score of trade logistics performance (customs, infrastructure, shipments, logistics competence, tracking, timeliness) on a 1–5 scale, as an external source series.
  3. 최고 수준 대비 정기선 해운 연결성
    Indicator · IND · %
    Liner shipping connectivity of the economy’s ports (ship deployment, container capacity, services, companies, direct connections) as a percentage of the highest-scoring economy in the same year.
  4. 1인당 항공 여객 수송량
    Indicator · IND · passengers/a/person
    Passengers carried on domestic and international flights by carriers registered in the economy, per resident per year.
  5. 대중교통을 편리하게 이용할 수 있는 도시 인구
    Indicator · IND · %
    Share of the urban population living within 500 m walking distance of a low-capacity public transport stop or 1 km of a high-capacity one.
  6. 인터넷 이용자
    Indicator · IND · %
    Share of individuals who used the Internet from any location and device in the last three months.
  7. 이동통신망 커버리지 인구, 기술별
    Indicator · IND · %
    Share of the population within range of a mobile-cellular signal, reported separately for 2G, 3G, 4G/LTE and 5G; the headline value is 4G or better.
  8. 주민 100명당 유선 광대역 가입 건수
    Indicator · IND · /10*2
    Fixed subscriptions to the public Internet at advertised download speeds of at least 256 kbit/s, per 100 inhabitants, by speed tier.
  9. 국제 연결 경로 이중화
    Indicator · IND · 1
    Number of physically diverse international connectivity routes (distinct subsea-cable landing stations and cross-border terrestrial fibre routes) serving the economy, capped at ten.
  10. 전력망 회복력
    Indicator · IND · score
    Target-defined score (0–1) combining transmission N-1 compliance, share of demand restorable within 24 hours after a major event, black-start capability and hardening of critical substations against flood, wind, heat and geomagnetic stress.
  11. 상수도망 회복력
    Indicator · IND · score
    Target-defined score (0–1) combining non-revenue water, storage in days of average demand, source redundancy, back-up power at treatment and pumping sites, and planned restoration time after a major event.
  12. 72시간 비상 전력을 갖춘 핵심 시설
    Indicator · IND · %
    Share of hospitals, emergency operations centres, water and wastewater plants and telecom core sites with on-site back-up power and fuel for at least 72 hours of operation.
  13. 인프라 투자 격차, GDP 대비 비율
    Indicator · IND · %
    Difference between the estimated annual investment needed to meet infrastructure service and resilience needs (energy, transport, water, telecom) and current-trend investment, as a percentage of GDP.
  14. 일반적인 한 달 동안 기업이 겪는 정전 횟수
    Indicator · IND · /mo
    Average number of electrical outages that formal private firms report in a typical month, from establishment surveys.
  15. 정전으로 인한 손실액, 기업 매출 대비 비율
    Indicator · IND · %
    Losses that firms attribute to power outages as a percentage of annual sales, from establishment surveys.
  16. 계통 평균 정전 시간(SAIDI)
    Indicator · IND · h/a
    Total minutes of sustained supply interruption per customer served in the year, expressed in hours, as reported by distribution utilities under the IEEE 1366 convention.
  17. 계통 평균 정전 빈도(SAIFI)
    Indicator · IND · /a
    Number of sustained supply interruptions per customer served in the year, as reported by distribution utilities under the IEEE 1366 convention.
  18. 송배전 손실
    Indicator · IND · %
    Electricity lost between generation and the consumer, technical and commercial, as a share of electricity output.
  19. 재난으로 손상되거나 파괴된 핵심 인프라 단위
    Indicator · IND · 1
    Number of critical infrastructure units and facilities (health, education, transport, utilities, other) damaged or destroyed by hazardous events in the year.
  20. 재난으로 손상되거나 파괴된 보건 시설
    Indicator · IND · 1
    Number of health facilities damaged or destroyed by hazardous events in the year.
  21. 재난으로 손상되거나 파괴된 교육 시설
    Indicator · IND · 1
    Number of educational facilities damaged or destroyed by hazardous events in the year.
  22. 재난으로 인한 기본 서비스 중단
    Indicator · IND · 1
    Number of disruption events to basic services (education, health, and other basic services such as water, power, transport, telecom and waste) caused by hazardous events in the year.
  23. 핵심 인프라의 직접 경제 손실, GDP 대비 비율
    Indicator · IND · %
    Direct economic loss from damage to or destruction of critical infrastructure by hazardous events in the year, as a percentage of GDP.
  24. 전국 규모 인터넷 장애 시간
    Indicator · IND · h/a
    Total hours in the year during which measured national internet connectivity fell below half of its expected level, whether from shutdowns, cable cuts, power loss or attack.
  25. Transport connectivity deficit sub-index
    Sub-index · SUB · w 1 · 22.2%
    Composite of the lack of rural all-season road access, weak logistics performance, low liner shipping connectivity, low air connectivity and limited urban public transport, each inverted.
  26. Digital connectivity deficit sub-index
    Sub-index · SUB · w 1 · 22.2%
    Composite of the lack of internet use, mobile coverage, fixed broadband and international route redundancy, each inverted.
  27. Utility system fragility sub-index
    Sub-index · SUB · w 1 · 22.2%
    Composite of the lack of power-grid and water-network resilience and of back-up power at critical facilities, together with the infrastructure investment gap.
  28. Electricity supply unreliability sub-index
    Sub-index · SUB · w 1 · 22.2%
    Composite of firm-reported outages and sales losses, SAIDI, SAIFI and network losses.
  29. Infrastructure disruption impact sub-index
    Sub-index · SUB · w 0.5 · 11.1%
    Composite of disaster damage to critical infrastructure, health and education facilities, basic-service disruptions, economic loss to infrastructure and internet disruption hours, normalised over a ten-year rolling window.
  30. 인프라 취약성 지수
    Domain index · IDX · geometric
    Index of transport and digital connectivity deficits, utility fragility, energy supply unreliability and realised disruption impact on a 0–10 scale, higher meaning more fragile.
  31. 인간 및 시스템 취약성
    Pillar · PILLAR · 8 indices
    How susceptible are people, livelihoods, ecosystems and essential systems to harm when a shock arrives?
  32. NXS-GRX (canonical data, provenance and risk) Composite Risk
    Composite · COMPOSITE · four pillars
    Composite = (HTE × VUL × MSF × LCC)^(1/4), each pillar on 0–10 floored at 0.1; pillar = expert-weighted geometric mean of its domain indices
실행 전진행 중완료
FIG 2. 24 indicators, 5 components, real Indicator Standard weights (the bar under each node is its share). Select a node to trace what it feeds and what feeds it; Simulate run plays the computation in order. Schematic of the construction; source: Indicator Standard composite definitions.
02Simulator

Run this index’s own aggregation

Set each component, change the aggregation or the weight uncertainty, and watch the interval, the class probability and each component’s contribution respond.

FIG 3 · Simulator: aggregate infrastructure fragility on your numbers
Components (0 to 10)
3.0
5.0
7.0
4.0
6.0
25
1
–
브라우저에서 실행됨
Contribution of each component (leave one out)
Simulator: the index’s published aggregation run on numbers you set, with 1,000 draws over weights and aggregation. The slider positions are starting points for the explainer, not NXS-GRX values. Simulated on your own inputs; not a measured result.
03방법

Treatment, normalisation, weighting, aggregation, uncertainty

Treatment
WINSORISE
Outlier rule
|skew| > 2, kurtosis > 3.5
Normalisation
INFORM 0–10 rescaling
Imputation
NONE
Coverage minimum
67% of components
Modelled share cap
30% of weight
Weighting
전문가
Aggregation
geometric
Scale
0 to 10
불확실성
1,000 Monte Carlo runs over normalisation, weights, aggregation, imputation
Framework basis
OECD/JRC Handbook (2008); JRC COIN 10-step guide; Sendai Framework target D; UNDRR Principles for Resilient Infrastructure (2022)
매우 낮음0.0 이상 2.0 미만
낮음2.0 이상 3.5 미만
중간3.5 이상 5.0 미만
높음5.0 이상 6.5 미만
매우 높음6.5~10.0
04Components

5 components, 24 indicators

Transport connectivity deficit sub-index w 1

Composite of the lack of rural all-season road access, weak logistics performance, low liner shipping connectivity, low air connectivity and limited urban public transport, each inverted.

지표단위근거출처비중
전천후 도로 2 km 이내 농촌 인구IND.INF.transport.rural_road_access%Class Cwb-rural-access-index, openstreetmap, worldpop33.3%
물류 성과IND.INF.transport.logistics_performance{score}Class Ewb-lpi22.2%
최고 수준 대비 정기선 해운 연결성IND.INF.transport.liner_shipping_connectivity%Class Bunctad-lsci, wb-wdi22.2%
1인당 항공 여객 수송량IND.INF.transport.air_passengers.pc{passengers}/a/{person}Class Bicao-air-transport-reporting, wb-wdi11.1%
대중교통을 편리하게 이용할 수 있는 도시 인구IND.INF.transport.public_transport_access%Class Cun-habitat-urban-indicators-database, gtfs-feeds, openstreetmap11.1%

Digital connectivity deficit sub-index w 1

Composite of the lack of internet use, mobile coverage, fixed broadband and international route redundancy, each inverted.

지표단위근거출처비중
인터넷 이용자IND.INF.digital.internet_users%Class Bitu-datahub, wb-wdi, national-ict-household-surveys33.3%
이동통신망 커버리지 인구, 기술별IND.INF.digital.mobile_network_coverage%Class Bitu-datahub, gsma-mobile-coverage-maps33.3%
주민 100명당 유선 광대역 가입 건수IND.INF.digital.fixed_broadband/10*2Class Bitu-datahub, wb-wdi, oecd-broadband-portal16.7%
국제 연결 경로 이중화IND.INF.digital.international_connectivity_redundancy1Class Dtelegeography-submarine-cable-map, itu-broadband-maps, peeringdb16.7%

Utility system fragility sub-index w 1

Composite of the lack of power-grid and water-network resilience and of back-up power at critical facilities, together with the infrastructure investment gap.

지표단위근거출처비중
전력망 회복력IND.INF.utilities.power_grid_resilience{score}Class Dnational-energy-regulators, transmission-system-operator-reports, entso-e-transparency25.0%
상수도망 회복력IND.INF.utilities.water_network_resilience{score}Class Eibnet-water-utility-database, national-water-regulators, municipal-utility-reports25.0%
72시간 비상 전력을 갖춘 핵심 시설IND.INF.utilities.critical_facility_backup_power%Class Ewho-health-facility-assessments, national-civil-protection-inspections25.0%
인프라 투자 격차, GDP 대비 비율IND.INF.utilities.infrastructure_investment_gap.gdp%Class Cgi-hub-infrastructure-outlook, wb-ppi-database, imf-investment-and-capital-stock-dataset25.0%

Electricity supply unreliability sub-index w 1

Composite of firm-reported outages and sales losses, SAIDI, SAIFI and network losses.

지표단위근거출처비중
일반적인 한 달 동안 기업이 겪는 정전 횟수IND.ENE.reliability.firm_power_outages/moClass Bwb-enterprise-surveys, wb-b-ready22.2%
정전으로 인한 손실액, 기업 매출 대비 비율IND.ENE.reliability.outage_sales_loss%Class Bwb-enterprise-surveys22.2%
계통 평균 정전 시간(SAIDI)IND.ENE.reliability.saidih/aClass Bwb-b-ready, national-energy-regulators, ceer-benchmarking-report, us-eia-86122.2%
계통 평균 정전 빈도(SAIFI)IND.ENE.reliability.saifi/aClass Bwb-b-ready, national-energy-regulators, ceer-benchmarking-report, us-eia-86122.2%
송배전 손실IND.ENE.reliability.td_losses%Class Biea-electricity-information, national-energy-regulators, wb-wdi11.1%

Infrastructure disruption impact sub-index w 0.5

Composite of disaster damage to critical infrastructure, health and education facilities, basic-service disruptions, economic loss to infrastructure and internet disruption hours, normalised over a ten-year rolling window.

지표단위근거출처비중
재난으로 손상되거나 파괴된 핵심 인프라 단위IND.INF.disruption.critical_infrastructure_damage1Class Bundrr-sendai-framework-monitor, desinventar22.2%
재난으로 손상되거나 파괴된 보건 시설IND.INF.disruption.health_facilities_damaged1Class Bundrr-sendai-framework-monitor, who-health-resources-availability-monitoring11.1%
재난으로 손상되거나 파괴된 교육 시설IND.INF.disruption.education_facilities_damaged1Class Bundrr-sendai-framework-monitor, gadrrres-comprehensive-school-safety11.1%
재난으로 인한 기본 서비스 중단IND.INF.disruption.basic_service_disruptions1Class Cundrr-sendai-framework-monitor22.2%
핵심 인프라의 직접 경제 손실, GDP 대비 비율IND.INF.disruption.critical_infrastructure_loss.gdp%Class Cundrr-sendai-framework-monitor, wb-gfdrr-pdna-reports22.2%
전국 규모 인터넷 장애 시간IND.INF.digital.internet_disruption_hoursh/aClass Dioda-georgia-tech, cloudflare-radar, access-now-keepiton11.1%
05영역

인프라

Critical infrastructure stock, condition, service continuity, connectivity and urban systems.

Sub-domain지표
Transport6
Digital connectivity5
Utilities7
Urban systems1
Service disruption5

Anchor frameworks (pillar structure and definitions only): Sendai D; ISO 37120 / 37122 / 37123.

06지표

All 24 infrastructure indicators

FIG 4 · Indicators in scope, by domain and sub-domain
INF · 24
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.
지표영역Sub-domain구성 요소단위단계Crosswalks
전천후 도로 2 km 이내 농촌 인구IND.INF.transport.rural_road_accessINFTransportcoping capacity%COUNTRY, ADM1SDG 9.1.1
물류 성과IND.INF.transport.logistics_performanceINFTransportcoping capacity{score}COUNTRYWB_WDI LP.LPI.OVRL.XQ
최고 수준 대비 정기선 해운 연결성IND.INF.transport.liner_shipping_connectivityINFTransportcoping capacity%COUNTRYWB_WDI IS.SHP.GCNW.XQ
1인당 항공 여객 수송량IND.INF.transport.air_passengers.pcINFTransportcoping capacity{passengers}/a/{person}COUNTRYWB_WDI IS.AIR.PSGR
대중교통을 편리하게 이용할 수 있는 도시 인구IND.INF.transport.public_transport_accessINFTransportcoping capacity%CITY, ADM1, COUNTRYSDG 11.2.1 ISO_37120 ISO 37120:2018
고위험 재해 지역 내 도로 및 철도망, 비율IND.INF.transport.network_exposed.shareINFTransportexposure%COUNTRY, ADM1, ADM2, CITY, GRID
인터넷 이용자IND.INF.digital.internet_usersINFDigital connectivitycoping capacity%COUNTRY, ADM1, CITYSDG 17.8.1 WB_WDI IT.NET.USER.ZS
이동통신망 커버리지 인구, 기술별IND.INF.digital.mobile_network_coverageINFDigital connectivitycoping capacity%COUNTRY, ADM1SDG 9.c.1
주민 100명당 유선 광대역 가입 건수IND.INF.digital.fixed_broadbandINFDigital connectivitycoping capacity/10*2COUNTRY, ADM1SDG 17.6.1 WB_WDI IT.NET.BBND.P2
국제 연결 경로 이중화IND.INF.digital.international_connectivity_redundancyINFDigital connectivitycoping capacity1COUNTRY
전국 규모 인터넷 장애 시간IND.INF.digital.internet_disruption_hoursINFDigital connectivityimpacth/aCOUNTRY
전력망 회복력IND.INF.utilities.power_grid_resilienceINFUtilitiescoping capacity{score}COUNTRY, ADM1, CITYISO_37123 ISO 37123:2019
상수도망 회복력IND.INF.utilities.water_network_resilienceINFUtilitiescoping capacity{score}COUNTRY, ADM1, CITYISO_37123 ISO 37123:2019
72시간 비상 전력을 갖춘 핵심 시설IND.INF.utilities.critical_facility_backup_powerINFUtilitiescoping capacity%COUNTRY, ADM1, CITYISO_37123 ISO 37123:2019
고위험 재해 지역 내 상수도 자산, 비율IND.INF.utilities.water_assets_exposed.shareINFUtilitiesexposure%COUNTRY, ADM1, ADM2, CITY, GRID
고위험 재해 지역 내 발전 및 전력망 자산, 비율IND.INF.utilities.power_assets_exposed.shareINFUtilitiesexposure%COUNTRY, ADM1, ADM2, CITY, GRID
고위험 재해 지역 내 생명선 시설, 비율IND.INF.utilities.lifeline_facilities_exposed.shareINFUtilitiesexposure%COUNTRY, ADM1, ADM2, CITY, GRID
인프라 투자 격차, GDP 대비 비율IND.INF.utilities.infrastructure_investment_gap.gdpINFUtilitiesvulnerability%COUNTRY
City electricity interruption hours per customerIND.INF.urban.power_interruption_hoursINFUrban systemsvulnerabilityh/aCITYISO_37120 ISO 37120:2018
재난으로 손상되거나 파괴된 핵심 인프라 단위IND.INF.disruption.critical_infrastructure_damageINFService disruptionimpact1COUNTRY, ADM1SENDAI D-1 SDG 11.5.2
재난으로 손상되거나 파괴된 보건 시설IND.INF.disruption.health_facilities_damagedINFService disruptionimpact1COUNTRY, ADM1SENDAI D-2
재난으로 손상되거나 파괴된 교육 시설IND.INF.disruption.education_facilities_damagedINFService disruptionimpact1COUNTRY, ADM1SENDAI D-3
재난으로 인한 기본 서비스 중단IND.INF.disruption.basic_service_disruptionsINFService disruptionimpact1COUNTRY, ADM1SENDAI D-5
핵심 인프라의 직접 경제 손실, GDP 대비 비율IND.INF.disruption.critical_infrastructure_loss.gdpINFService disruptionimpact%COUNTRY, ADM1SENDAI C-5
07인용

Infrastructure fragility index, world

The world reading of this index, every country as a tile and the largest movements since the previous edition.

NXS-GRX · INF · 195 profiles · 0–10 scale
Infrastructure fragility index, world
–
값은 판과 함께 게시되며, 구간, 등급, 변화가 여기에 표시됩니다.
이전 판
–
Range since 2016
–
결합 종합
–
결합 점수 S
–
동향, 최근 1주
–
Outlook, 12 months
–
방법
Indicator Standard 1.0 · NXS-GRX 2026
추출
1,000
Infrastructure fragility index, world, by edition

아직 공개된 값이 없습니다. 첫 판에서 구간 띠와 등급 경계와 함께 이력이 여기에 그려집니다.

The line is the point value by edition; the band is the 90% interval; dashed lines are the class bounds at 2, 3.5, 5 and 6.5.
아직 변동이 없습니다. 두 번째 판부터는 이전 판 대비 변화가 이를 이끈 지표와 함께 여기에 표시됩니다.
08값

Country values

FIG 5 · Infrastructure fragility index: countries (values when released)
지도를 불러오는 중
안도라앤티가 바부다바레인바베이도스코모로카보베르데도미니카미크로네시아그레나다키리바시세인트키츠 네비스세인트루시아리히텐슈타인모나코몰디브마셜 제도몰타모리셔스나우루팔라우싱가포르산마리노상투메 프린시페세이셸통가투발루교황청세인트빈센트 그레나딘사모아
Equal Earth · Natural Earth 1:110mValues when released
Until the first edition is released the map shows UN M49 regions or the Nexus Reports edition; it then shows this index’s classes with each country’s interval on hover. Countries are listed by name, never ordered by value.
타일
/api/v1/public/grix/risk-products/tiles/inf/{z}/{x}/{y}.mvt
관측 키
nis:IDX.INF.disruption.infrastructure_fragility:{ISO3}:{YEAR}:A
09시리즈

Series that read this index

GLBGlobal SystemsThe state of interdependent global risk: the twenty domain indices aggregated to the world, the five core systems (water, energy, food, health, biodiversity) and their couplings, the global tail register and the gap between perceived and measured risk. GS-09Global InfrastructureInfrastructure fragility, service continuity, interdependency of power, water, transport and telecommunications, and investment exposure. GS-10Global CitiesUrban exposure, heat, flooding, informal settlement, service dependency and the economic weight of cities at risk. SR-10Digital public infrastructureIdentity, payments and data-exchange infrastructure as public goods, and their concentration, cyber and continuity risk. XT-03Telecommunications, open radio networks and edgeTelecom resilience, open and AI-native radio access networks, private wireless, edge compute and spectrum constraints. XT-06SemiconductorsSemiconductor supply concentration, fabrication chokepoints, materials and equipment dependency and export-control exposure. XT-08Drones, robotics and autonomous systemsAutonomous and robotic systems in logistics, agriculture, industry and security: failure, misuse and safety oversight. XT-09Sensors, IoT and industrial IoTConnected sensing and control across cities, utilities and industry: attack surface, data integrity and dependency. XT-12Positioning, navigation and timingDependency of power, telecom, finance and transport on positioning and timing signals; jamming, spoofing and space weather. TH-02Disaster Risk Reduction (DRR)Hazard, exposure, vulnerability, capacity, preparedness, redundancy and recovery readings for planning and learning, aligned to the Sendai Framework targets.
10Validity

Crosswalks and validity checks

Crosswalks map leaf indicators to source code lists; established indices are used for validity checks, never re-weighted as inputs.

Code systemLeaf indicators mapped
WB_WDI8
SDG6
SENDAI5
ISO_371203
ISO_371233
11Nexus 전반

Platforms, standards and ways to take part

Field and service platforms of GCRI, GRF and GRA, the Nexus Risk Standards for this domain, learning, working groups and open calls. Every link is a live page.

12인용

인용과 재사용

GCRI Canada (2026). The Global Risks Index (NXS-GRX): Infrastructure fragility index (GRX-IDX-INF), Baseline Edition 2026. Preparatory working draft. https://risksindex.com/indices/infrastructure-fragility/ UNI NXS-GRX-AR-000127.

See this index in every country profile

Each profile shows this index with its interval and class once released.