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

Indeks kurangnya kapasitas penanggulangan

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

Ketidakpastian

1,000 draws

normalisation, weights, aggregation, imputation

Struktur

6 components

26 leaf indicators

Cakupan

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
01Konstruksi

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
Grafik
01Indikator
02Sub-indices
03Domain index
04Pilar
05Komposit
100%
Indeks
  1. Strategi PRB nasional yang selaras dengan Kerangka Kerja Sendai untuk Pengurangan Risiko Bencana 2015-2030
    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. Pemerintah daerah dengan strategi PRB yang selaras dengan strategi nasional
    Indicator · IND · %
    Share of local governments that have adopted and implement local disaster risk reduction strategies in line with the national strategy.
  3. Sistem pemantauan dan prakiraan multibahaya
    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. Penduduk yang terjangkau informasi peringatan dini
    Indicator · IND · /10*5
    Number of people per 100 000 covered by early warning information through local governments or national dissemination mechanisms.
  5. Pemerintah daerah dengan rencana tindak atas peringatan dini
    Indicator · IND · %
    Share of local governments with a plan that sets out actions to take when an early warning is received.
  6. Informasi dan kajian risiko bencana yang dapat diakses
    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. Penduduk terpapar yang dilindungi melalui evakuasi dini
    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. Strategi pembiayaan risiko bencana telah diadopsi
    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. Partisipasi dalam pool risiko regional negara
    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. Kredit kontinjensi bencana yang disiapkan sebelumnya, porsi terhadap PDB
    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. Batas transfer risiko katastrofe negara, porsi terhadap PDB
    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. Premi asuransi umum, porsi terhadap PDB
    Indicator · IND · %
    Gross written non-life insurance premiums as a percentage of GDP.
  13. Kesenjangan perlindungan asuransi bencana alam
    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. Penduduk dalam jangkauan 15 menit dari layanan darurat
    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. Tim pencarian dan pertolongan perkotaan berklasifikasi INSARAG
    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. Dukungan resmi internasional untuk PRB yang diterima, porsi terhadap PDB
    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. Kesiapan perlindungan sosial adaptif guncangan
    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. Penduduk perdesaan dalam jarak 2 km dari jalan segala musim
    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. Kinerja logistik
    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. Konektivitas pelayaran reguler relatif terhadap batas terbaik
    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. Penumpang udara yang diangkut per kapita
    Indicator · IND · passengers/a/person
    Passengers carried on domestic and international flights by carriers registered in the economy, per resident per year.
  22. Penduduk perkotaan dengan akses mudah ke transportasi umum
    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. Individu yang menggunakan internet
    Indicator · IND · %
    Share of individuals who used the Internet from any location and device in the last three months.
  24. Penduduk yang tercakup jaringan seluler, menurut teknologi
    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. Langganan pita lebar tetap per 100 penduduk
    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. Redundansi rute konektivitas internasional
    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. Indeks kurangnya kapasitas penanggulangan
    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. Kurangnya kapasitas penanggulangan dan adaptasi
    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
Belum dijalankanSedang berjalanSelesai
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
–
berjalan di peramban Anda
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.
03Metode

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
ahli
Aggregation
geometric
Scale
0 to 10
Ketidakpastian
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
Sangat rendah0.0 hingga < 2.0
Rendah2.0 hingga < 3.5
Sedang3.5 hingga < 5.0
Tinggi5.0 hingga < 6.5
Sangat tinggi6.5 hingga 10.0
04Components

6 components, 26 indicators

DRR governance sub-index w 1

Composite of national DRR strategy alignment and local strategy uptake.

IndikatorUnitBuktiSumberProporsi
Strategi PRB nasional yang selaras dengan Kerangka Kerja Sendai untuk Pengurangan Risiko Bencana 2015-2030IND.CRS.drr.national_drr_strategy{score}Class Eundrr-sendai-framework-monitor50.0%
Pemerintah daerah dengan strategi PRB yang selaras dengan strategi nasionalIND.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.

IndikatorUnitBuktiSumberProporsi
Sistem pemantauan dan prakiraan multibahayaIND.CRS.warning.monitoring_forecasting{score}Class Eundrr-sendai-framework-monitor, wmo-observing-systems-capability-analysis22.2%
Penduduk yang terjangkau informasi peringatan diniIND.CRS.warning.early_warning_coverage/10*5Class Eundrr-sendai-framework-monitor, wmo-early-warnings-for-all-dashboard, itu-cell-broadcast-deployments22.2%
Pemerintah daerah dengan rencana tindak atas peringatan diniIND.CRS.warning.local_warning_action_plans%Class Eundrr-sendai-framework-monitor22.2%
Informasi dan kajian risiko bencana yang dapat diaksesIND.CRS.warning.risk_information_access{score}Class Eundrr-sendai-framework-monitor22.2%
Penduduk terpapar yang dilindungi melalui evakuasi diniIND.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.

IndikatorUnitBuktiSumberProporsi
Strategi pembiayaan risiko bencana telah diadopsiIND.CRS.financing.drf_strategy{bool}Class Bwb-gfdrr-drfip-country-profiles, national-finance-ministry-publications9.1%
Partisipasi dalam pool risiko regional negaraIND.CRS.financing.regional_risk_pool_membership{bool}Class Aarc-annual-reports, ccrif-spc-annual-reports, pcric-annual-reports, seadrif-annual-reports9.1%
Kredit kontinjensi bencana yang disiapkan sebelumnya, porsi terhadap PDBIND.CRS.financing.contingent_credit.gdp%Class Awb-projects-database, regional-development-bank-project-databases18.2%
Batas transfer risiko katastrofe negara, porsi terhadap PDBIND.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%
Premi asuransi umum, porsi terhadap PDBIND.CRS.financing.non_life_insurance_penetration%Class Boecd-global-insurance-statistics, national-insurance-supervisors, swiss-re-sigma-licensed18.2%
Kesenjangan perlindungan asuransi bencana alamIND.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.

IndikatorUnitBuktiSumberProporsi
Penduduk dalam jangkauan 15 menit dari layanan daruratIND.CRS.response.emergency_service_access%Class Dopenstreetmap, worldpop, national-emergency-service-registers42.9%
Tim pencarian dan pertolongan perkotaan berklasifikasi INSARAGIND.CRS.response.usar_classification{bool}Class Ainsarag-classified-teams-list14.3%
Dukungan resmi internasional untuk PRB yang diterima, porsi terhadap PDBIND.CRS.response.international_drr_support.gdp%Class Boecd-crs-drr-marker, undrr-sendai-framework-monitor14.3%
Kesiapan perlindungan sosial adaptif guncanganIND.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.

IndikatorUnitBuktiSumberProporsi
Penduduk perdesaan dalam jarak 2 km dari jalan segala musimIND.INF.transport.rural_road_access%Class Cwb-rural-access-index, openstreetmap, worldpop33.3%
Kinerja logistikIND.INF.transport.logistics_performance{score}Class Ewb-lpi22.2%
Konektivitas pelayaran reguler relatif terhadap batas terbaikIND.INF.transport.liner_shipping_connectivity%Class Bunctad-lsci, wb-wdi22.2%
Penumpang udara yang diangkut per kapitaIND.INF.transport.air_passengers.pc{passengers}/a/{person}Class Bicao-air-transport-reporting, wb-wdi11.1%
Penduduk perkotaan dengan akses mudah ke transportasi umumIND.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.

IndikatorUnitBuktiSumberProporsi
Individu yang menggunakan internetIND.INF.digital.internet_users%Class Bitu-datahub, wb-wdi, national-ict-household-surveys33.3%
Penduduk yang tercakup jaringan seluler, menurut teknologiIND.INF.digital.mobile_network_coverage%Class Bitu-datahub, gsma-mobile-coverage-maps33.3%
Langganan pita lebar tetap per 100 pendudukIND.INF.digital.fixed_broadband/10*2Class Bitu-datahub, wb-wdi, oecd-broadband-portal16.7%
Redundansi rute konektivitas internasionalIND.INF.digital.international_connectivity_redundancy1Class Dtelegeography-submarine-cable-map, itu-broadband-maps, peeringdb16.7%
05Domain

Coping capacity and resilience

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

Sub-domainIndikator
DRR strategy2
Peringatan dini6
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.

06Indikator

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.
IndikatorDomainSub-domainKomponenUnitTingkatCrosswalks
Strategi PRB nasional yang selaras dengan Kerangka Kerja Sendai untuk Pengurangan Risiko Bencana 2015-2030IND.CRS.drr.national_drr_strategyCRSDRR strategykapasitas penanggulangan{score}COUNTRYSENDAI E-1 SDG 1.5.3 SDG 11.b.1 SDG 13.1.2
Pemerintah daerah dengan strategi PRB yang selaras dengan strategi nasionalIND.CRS.drr.local_drr_strategiesCRSDRR strategykapasitas penanggulangan%COUNTRY, ADM1SENDAI E-2 SDG 1.5.4 SDG 11.b.2 SDG 13.1.3
Skor sistem peringatan dini multibahayaIND.CRS.warning.mhews_scoreCRSPeringatan dinikapasitas penanggulangan{score}COUNTRYSENDAI G-1
Sistem pemantauan dan prakiraan multibahayaIND.CRS.warning.monitoring_forecastingCRSPeringatan dinikapasitas penanggulangan{score}COUNTRYSENDAI G-2
Penduduk yang terjangkau informasi peringatan diniIND.CRS.warning.early_warning_coverageCRSPeringatan dinikapasitas penanggulangan/10*5COUNTRY, ADM1SENDAI G-3
Pemerintah daerah dengan rencana tindak atas peringatan diniIND.CRS.warning.local_warning_action_plansCRSPeringatan dinikapasitas penanggulangan%COUNTRY, ADM1SENDAI G-4
Informasi dan kajian risiko bencana yang dapat diaksesIND.CRS.warning.risk_information_accessCRSPeringatan dinikapasitas penanggulangan{score}COUNTRYSENDAI G-5
Penduduk terpapar yang dilindungi melalui evakuasi diniIND.CRS.warning.preemptive_evacuationCRSPeringatan dinikapasitas penanggulangan%COUNTRY, ADM1SENDAI G-6
Strategi pembiayaan risiko bencana telah diadopsiIND.CRS.financing.drf_strategyCRSRisk financing and protection gapkapasitas penanggulangan{bool}COUNTRY
Partisipasi dalam pool risiko regional negaraIND.CRS.financing.regional_risk_pool_membershipCRSRisk financing and protection gapkapasitas penanggulangan{bool}COUNTRY
Kredit kontinjensi bencana yang disiapkan sebelumnya, porsi terhadap PDBIND.CRS.financing.contingent_credit.gdpCRSRisk financing and protection gapkapasitas penanggulangan%COUNTRY
Batas transfer risiko katastrofe negara, porsi terhadap PDBIND.CRS.financing.risk_transfer_cover.gdpCRSRisk financing and protection gapkapasitas penanggulangan%COUNTRY
Kesenjangan perlindungan asuransi bencana alamIND.CRS.financing.insurance_protection_gapCRSRisk financing and protection gapvulnerability%COUNTRY
Premi asuransi umum, porsi terhadap PDBIND.CRS.financing.non_life_insurance_penetrationCRSRisk financing and protection gapkapasitas penanggulangan%COUNTRY
Penduduk dalam jangkauan 15 menit dari layanan daruratIND.CRS.response.emergency_service_accessCRSResponse capacitykapasitas penanggulangan%COUNTRY, ADM1, CITYISO_37120 ISO 37120:2018
Tim pencarian dan pertolongan perkotaan berklasifikasi INSARAGIND.CRS.response.usar_classificationCRSResponse capacitykapasitas penanggulangan{bool}COUNTRY
Dukungan resmi internasional untuk PRB yang diterima, porsi terhadap PDBIND.CRS.response.international_drr_support.gdpCRSResponse capacitykapasitas penanggulangan%COUNTRYSENDAI F-1
Kesiapan perlindungan sosial adaptif guncanganIND.CRS.response.shock_responsive_social_protectionCRSResponse capacitykapasitas penanggulangan{score}COUNTRY
07Kuotasi

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
–
Nilai terbit bersama edisi; interval, kelas, dan perubahan muncul di sini.
Edisi sebelumnya
–
Range since 2016
–
Komposit terkait
–
Skor keterkaitan S
–
Pulse, minggu terakhir
–
Outlook, 12 months
–
Metode
Indicator Standard 1.0 · NXS-GRX 2026
Sampel
1,000
Lack of coping capacity index, world, by edition

Belum ada nilai yang diterbitkan. Edisi pertama menggambar riwayat di sini dengan pita interval dan batas kelas.

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.
Belum ada pergerakan. Perubahan sejak edisi sebelumnya dicantumkan di sini mulai edisi kedua, beserta indikator yang mendorongnya.
08Nilai

Country values

FIG 5 · Lack of coping capacity index: countries (values when released)
Memuat peta
AndorraAntigua dan BarbudaBahrainBarbadosKomoroTanjung VerdeDominikaMikronesiaGrenadaKiribatiSaint Kitts dan NevisSaint LuciaLiechtensteinMonakoMaladewaKepulauan MarshallMaltaMauritiusNauruPalauSingapuraSan MarinoSao Tome dan PrincipeSeychellesTongaTuvaluVatikanSaint Vincent dan GrenadineSamoa
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.
Ubin peta
/api/v1/public/grix/risk-products/tiles/crs/{z}/{x}/{y}.mvt
Kunci observasi
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
11Di seluruh Nexus

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.

12Kutip

Kutip dan gunakan kembali

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.