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Global Risks Index
The Global Risks Index · GRX-IDX-CRS · LCC Lack of coping and adaptive capacity

대처 역량 부족 지수

Index on a 0–10 scale of the absence of DRR governance, early warning, risk financing and response capacity (each inverted), together with transport and digital connectivity deficits; higher means less able to cope.

Page GRX-IDX-CRSEdition Baseline Edition 2026Evidence close 2026-09-30Indicator Standard IDX.CRS.response.lack_of_coping_capacityValues 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

6 components

26 leaf indicators

적용 범위

67% minimum

modelled share ≤ 30%

From the Indicator Standard definition of this index.
26
leaf indicators
6
components
1,000
Monte Carlo draws
3
series read it
01Construction

From indicators to the composite

The NIS analogue of the INFORM Lack of Coping Capacity dimension, built on Sendai E-G and disaster risk finance; health-system access enters through HLT composites in profiles rather than being duplicated here.

computation
How Lack of coping capacity is computed
Graph35 nodes
그래프
01지표
02Sub-indices
03Domain index
04기둥
05종합
100%
색인
  1. 센다이 프레임워크에 부합하는 국가 DRR 전략
    Indicator · IND · score
    Score (0–1) of how far the national disaster risk reduction strategy is adopted and implemented in line with the Sendai Framework, assessed against its ten key elements.
  2. 국가 전략에 부합하는 DRR 전략을 갖춘 지방정부
    Indicator · IND · %
    Share of local governments that have adopted and implement local disaster risk reduction strategies in line with the national strategy.
  3. 다중 재해 감시 및 예측 시스템
    Indicator · IND · score
    Score (0–1) for the coverage and operational status of hazard monitoring and forecasting systems across the hazards relevant to the country.
  4. 조기경보 정보를 받는 인구
    Indicator · IND · /10*5
    Number of people per 100 000 covered by early warning information through local governments or national dissemination mechanisms.
  5. 조기경보에 따른 대응 계획을 갖춘 지방정부
    Indicator · IND · %
    Share of local governments with a plan that sets out actions to take when an early warning is received.
  6. 접근 가능한 재난 위험 정보 및 평가
    Indicator · IND · score
    Score (0–1) for whether usable, understandable and relevant disaster risk information and assessments are available to people at national and local level.
  7. 사전 대피로 보호된 노출 인구
    Indicator · IND · %
    Share of the population exposed to or at risk from a hazardous event that was protected through pre-emptive evacuation following an early warning, per event and aggregated per year.
  8. 재난 위험 금융 전략 채택 여부
    Indicator · IND · yes or no
    Whether the government has adopted a disaster risk financing strategy or policy that layers reserves, contingent credit and risk transfer against defined risk tiers (1 yes, 0 no).
  9. 국가 단위 지역 리스크 풀 참여
    Indicator · IND · yes or no
    Whether the government holds an in-force parametric policy with a sovereign regional catastrophe risk pool (ARC (Africa), CCRIF SPC (Caribbean and Central America), PCRIC (Pacific), SEADRIF (South-East Asia)) in the policy year (1 yes, 0 no).
  10. 사전 약정 재난 조건부 신용, GDP 대비 비율
    Indicator · IND · %
    Undrawn amount of pre-arranged contingent credit lines for disasters (World Bank Cat DDOs and equivalent instruments from regional development banks) available at year end, as a percentage of GDP.
  11. 국가 재해 리스크 이전 한도, GDP 대비 비율
    Indicator · IND · %
    Aggregate in-force limit of sovereign and sub-sovereign catastrophe risk transfer (catastrophe bonds, parametric insurance including regional pool policies, indemnity reinsurance of public assets) as a percentage of GDP.
  12. 손해보험 보험료, GDP 대비 비율
    Indicator · IND · %
    Gross written non-life insurance premiums as a percentage of GDP.
  13. 자연재해 보험 보장 격차
    Indicator · IND · %
    Share of economic losses from natural hazards that is not insured, as a ten-year average of realised losses or, where available, of modelled average annual loss.
  14. 응급 서비스 15분 이내 거주 인구
    Indicator · IND · %
    Share of the population that an ambulance, fire or rescue unit from a staffed station can reach within 15 minutes by road, modelled from station locations, road networks and gridded population.
  15. INSARAG 인증 도시 수색구조팀
    Indicator · IND · yes or no
    Whether the country has at least one urban search and rescue team classified under the INSARAG External Classification (1 yes, 0 no).
  16. DRR에 대한 국제 공적 지원 수취액, GDP 대비 비율
    Indicator · IND · %
    Official international support (official development assistance plus other official flows) disbursed for national disaster risk reduction actions in the recipient country, as a percentage of GDP.
  17. 충격 대응형 사회보장 준비도
    Indicator · IND · score
    Score (0–1) for whether the main social-protection programmes have pre-agreed triggers, pre-positioned financing, an interoperable registry covering the hazard-exposed poor and a tested payment channel for rapid horizontal or vertical scale-up.
  18. 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.
  19. 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.
  20. 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.
  21. 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.
  22. 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.
  23. 인터넷 이용자
    Indicator · IND · %
    Share of individuals who used the Internet from any location and device in the last three months.
  24. 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.
  25. 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.
  26. 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.
  27. DRR governance sub-index
    Sub-index · SUB · w 1 · 20.0%
    Composite of national DRR strategy alignment and local strategy uptake.
  28. Early warning capacity sub-index
    Sub-index · SUB · w 1 · 20.0%
    Composite of monitoring and forecasting, warning coverage, local action plans, risk-information access and pre-emptive evacuation outcomes.
  29. Disaster risk financing capacity sub-index
    Sub-index · SUB · w 1 · 20.0%
    Composite of a financing strategy, regional pool participation, contingent credit, risk transfer cover, insurance penetration and, inverted, the protection gap.
  30. Response capacity sub-index
    Sub-index · SUB · w 1 · 20.0%
    Composite of emergency-service access, INSARAG-classified rescue capability, international DRR support and shock-responsive social protection.
  31. Transport connectivity deficit sub-index
    Sub-index · SUB · w 0.5 · 10.0%
    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.
  32. Digital connectivity deficit sub-index
    Sub-index · SUB · w 0.5 · 10.0%
    Composite of the lack of internet use, mobile coverage, fixed broadband and international route redundancy, each inverted.
  33. 대처 역량 부족 지수
    Domain index · IDX · geometric
    Index on a 0–10 scale of the absence of DRR governance, early warning, risk financing and response capacity (each inverted), together with transport and digital connectivity deficits; higher means less able to cope.
  34. 대처 및 적응 역량 부족
    Pillar · PILLAR · 2 indices
    Can institutions anticipate, absorb, respond, recover and adapt?
  35. 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. 26 indicators, 6 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 lack of coping capacity on your numbers
Components (0 to 10)
3.0
5.0
7.0
4.0
6.0
3.0
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
INFORM Lack of Coping Capacity (structure only); Sendai Framework targets E, F, G; World Bank DRFIP; OECD/JRC Handbook (2008); JRC COIN 10-step guide
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

6 components, 26 indicators

DRR governance sub-index w 1

Composite of national DRR strategy alignment and local strategy uptake.

지표단위근거출처비중
센다이 프레임워크에 부합하는 국가 DRR 전략IND.CRS.drr.national_drr_strategy{score}Class Eundrr-sendai-framework-monitor50.0%
국가 전략에 부합하는 DRR 전략을 갖춘 지방정부IND.CRS.drr.local_drr_strategies%Class Eundrr-sendai-framework-monitor, mcr2030-resilience-roadmap50.0%

Early warning capacity sub-index w 1

Composite of monitoring and forecasting, warning coverage, local action plans, risk-information access and pre-emptive evacuation outcomes.

지표단위근거출처비중
다중 재해 감시 및 예측 시스템IND.CRS.warning.monitoring_forecasting{score}Class Eundrr-sendai-framework-monitor, wmo-observing-systems-capability-analysis22.2%
조기경보 정보를 받는 인구IND.CRS.warning.early_warning_coverage/10*5Class Eundrr-sendai-framework-monitor, wmo-early-warnings-for-all-dashboard, itu-cell-broadcast-deployments22.2%
조기경보에 따른 대응 계획을 갖춘 지방정부IND.CRS.warning.local_warning_action_plans%Class Eundrr-sendai-framework-monitor22.2%
접근 가능한 재난 위험 정보 및 평가IND.CRS.warning.risk_information_access{score}Class Eundrr-sendai-framework-monitor22.2%
사전 대피로 보호된 노출 인구IND.CRS.warning.preemptive_evacuation%Class Eundrr-sendai-framework-monitor, national-civil-protection-reports11.1%

Disaster risk financing capacity sub-index w 1

Composite of a financing strategy, regional pool participation, contingent credit, risk transfer cover, insurance penetration and, inverted, the protection gap.

지표단위근거출처비중
재난 위험 금융 전략 채택 여부IND.CRS.financing.drf_strategy{bool}Class Bwb-gfdrr-drfip-country-profiles, national-finance-ministry-publications9.1%
국가 단위 지역 리스크 풀 참여IND.CRS.financing.regional_risk_pool_membership{bool}Class Aarc-annual-reports, ccrif-spc-annual-reports, pcric-annual-reports, seadrif-annual-reports9.1%
사전 약정 재난 조건부 신용, GDP 대비 비율IND.CRS.financing.contingent_credit.gdp%Class Awb-projects-database, regional-development-bank-project-databases18.2%
국가 재해 리스크 이전 한도, GDP 대비 비율IND.CRS.financing.risk_transfer_cover.gdp%Class Bwb-treasury-cat-bond-issuances, arc-annual-reports, ccrif-spc-annual-reports, pcric-annual-reports, artemis-deal-directory-licensed18.2%
손해보험 보험료, GDP 대비 비율IND.CRS.financing.non_life_insurance_penetration%Class Boecd-global-insurance-statistics, national-insurance-supervisors, swiss-re-sigma-licensed18.2%
자연재해 보험 보장 격차IND.CRS.financing.insurance_protection_gap%Class Ceiopa-nat-cat-protection-gap-dashboard, swiss-re-sigma-licensed, emdat27.3%

Response capacity sub-index w 1

Composite of emergency-service access, INSARAG-classified rescue capability, international DRR support and shock-responsive social protection.

지표단위근거출처비중
응급 서비스 15분 이내 거주 인구IND.CRS.response.emergency_service_access%Class Dopenstreetmap, worldpop, national-emergency-service-registers42.9%
INSARAG 인증 도시 수색구조팀IND.CRS.response.usar_classification{bool}Class Ainsarag-classified-teams-list14.3%
DRR에 대한 국제 공적 지원 수취액, GDP 대비 비율IND.CRS.response.international_drr_support.gdp%Class Boecd-crs-drr-marker, undrr-sendai-framework-monitor14.3%
충격 대응형 사회보장 준비도IND.CRS.response.shock_responsive_social_protection{score}Class Ewb-aspire, wfp-shock-responsive-social-protection-studies, national-social-protection-strategies28.6%

Transport connectivity deficit sub-index w 0.5

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 0.5

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%
05영역

Coping capacity and resilience

Disaster risk reduction, early warning, risk financing and protection gaps.

Sub-domain지표
DRR strategy2
조기경보6
Risk financing and protection gap6
Response capacity4

Anchor frameworks (pillar structure and definitions only): Sendai E-G; INFORM Lack of Coping Capacity; UNDRR GAR 2025.

06지표

All 18 coping capacity and resilience indicators

FIG 4 · Indicators in scope, by domain and sub-domain
CRS · 18
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
센다이 프레임워크에 부합하는 국가 DRR 전략IND.CRS.drr.national_drr_strategyCRSDRR strategycoping capacity{score}COUNTRYSENDAI E-1 SDG 1.5.3 SDG 11.b.1 SDG 13.1.2
국가 전략에 부합하는 DRR 전략을 갖춘 지방정부IND.CRS.drr.local_drr_strategiesCRSDRR strategycoping capacity%COUNTRY, ADM1SENDAI E-2 SDG 1.5.4 SDG 11.b.2 SDG 13.1.3
다중 재해 조기경보 시스템 점수IND.CRS.warning.mhews_scoreCRS조기경보coping capacity{score}COUNTRYSENDAI G-1
다중 재해 감시 및 예측 시스템IND.CRS.warning.monitoring_forecastingCRS조기경보coping capacity{score}COUNTRYSENDAI G-2
조기경보 정보를 받는 인구IND.CRS.warning.early_warning_coverageCRS조기경보coping capacity/10*5COUNTRY, ADM1SENDAI G-3
조기경보에 따른 대응 계획을 갖춘 지방정부IND.CRS.warning.local_warning_action_plansCRS조기경보coping capacity%COUNTRY, ADM1SENDAI G-4
접근 가능한 재난 위험 정보 및 평가IND.CRS.warning.risk_information_accessCRS조기경보coping capacity{score}COUNTRYSENDAI G-5
사전 대피로 보호된 노출 인구IND.CRS.warning.preemptive_evacuationCRS조기경보coping capacity%COUNTRY, ADM1SENDAI G-6
재난 위험 금융 전략 채택 여부IND.CRS.financing.drf_strategyCRSRisk financing and protection gapcoping capacity{bool}COUNTRY
국가 단위 지역 리스크 풀 참여IND.CRS.financing.regional_risk_pool_membershipCRSRisk financing and protection gapcoping capacity{bool}COUNTRY
사전 약정 재난 조건부 신용, GDP 대비 비율IND.CRS.financing.contingent_credit.gdpCRSRisk financing and protection gapcoping capacity%COUNTRY
국가 재해 리스크 이전 한도, GDP 대비 비율IND.CRS.financing.risk_transfer_cover.gdpCRSRisk financing and protection gapcoping capacity%COUNTRY
자연재해 보험 보장 격차IND.CRS.financing.insurance_protection_gapCRSRisk financing and protection gapvulnerability%COUNTRY
손해보험 보험료, GDP 대비 비율IND.CRS.financing.non_life_insurance_penetrationCRSRisk financing and protection gapcoping capacity%COUNTRY
응급 서비스 15분 이내 거주 인구IND.CRS.response.emergency_service_accessCRSResponse capacitycoping capacity%COUNTRY, ADM1, CITYISO_37120 ISO 37120:2018
INSARAG 인증 도시 수색구조팀IND.CRS.response.usar_classificationCRSResponse capacitycoping capacity{bool}COUNTRY
DRR에 대한 국제 공적 지원 수취액, GDP 대비 비율IND.CRS.response.international_drr_support.gdpCRSResponse capacitycoping capacity%COUNTRYSENDAI F-1
충격 대응형 사회보장 준비도IND.CRS.response.shock_responsive_social_protectionCRSResponse capacitycoping capacity{score}COUNTRY
07인용

Lack of coping capacity index, world

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

NXS-GRX · CRS · 195 profiles · 0–10 scale
Lack of coping capacity 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
Lack of coping capacity 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 · Lack of coping capacity 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/crs/{z}/{x}/{y}.mvt
관측 키
nis:IDX.CRS.response.lack_of_coping_capacity:{ISO3}:{YEAR}:A
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
SDG11
SENDAI8
WB_WDI5
ISO_371202
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): Lack of coping capacity index (GRX-IDX-CRS), Baseline Edition 2026. Preparatory working draft. https://risksindex.com/indices/lack-of-coping-capacity/ UNI NXS-GRX-AR-000115.

See this index in every country profile

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