Draft, not yet released. In stewardship review. Not indexed until the first approved release.

Readings from the other desks

The development and humanitarian baseline is read through each steward’s lens, then once as a whole. Each lens is a projection of reviewed findings, not a separate argument. The other desks’ own editions of this subject are listed first, as cross-references, not copies.

15 min read0 figures8 tables37 notesNR-SECTOR-DEVELOPMENT-GLOBAL-2026-BASELINE

Contents
  1. ·Edition home
  2. ·Executive summary
  3. 1Need is rising as support contracts
  4. 2Key findings
  5. 3Systems and sectors at baseline
  6. 4Risks and capability
  7. 5Funding contraction, displacement surge and food price shock in a highly indebted fragile economy
  8. 6Readings from the other desks
    1. 6.1 The other desks’ editions of this subject
    2. 6.2 Three lenses
    3. 6.3 Standards, Academy and steward contributions
    4. 6.4 GCRI reading: the model card
    5. 6.5 Global Risks Forum reading: editorial essays
    6. 6.6 Global Risks Alliance reading: 2027 development and humanitarian readiness pack
    7. 6.7 Nexus Standards reading: standards and regulatory watch
    8. 6.8 Risk Academy reading: literature and evidence review, science and assessments
  9. 7The 2027 agenda
  10. 8Systems in depth
  11. AMethodology
  12. BData appendix
  13. CReferences and record
  14. ·Complete edition, for print

6.1The other desks’ editions of this subject

Federation: each desk writes its own edition for the subjects in its remit. Until a desk releases, its edition shows its frame and the reading this edition printed for it.

DeskEditionStateIdentifier
GCRI Systems EvidenceNo edition of this subject at this desk in the 2026 Baseline cycleNot in this cycle
GRF Public DeliberationOutside this desk’s remitNot in remit
GRA Capital ReadinessNo edition of this subject at this desk in the 2026 Baseline cycleNot in this cycle
Standards ProgressNo edition of this subject at this desk in the 2026 Baseline cycleNot in this cycle
Academy CapabilityNo edition of this subject at this desk in the 2026 Baseline cycleNot in this cycle
Index MeasurementOutside this desk’s remitNot in remit

6.2Three lenses

One edition, read by each steward. The lens of this site comes first.

GCRI · KEY T

Technical Truth

The evidence supports reading development and humanitarian action as the human-outcome layer of the WEFH+B system. Need is rising, funding is falling, and debt narrows what states can do. Evidence is strongest for need, displacement and hunger, and weakest for casualties among aid workers, attacks on health care and conflict deaths.

GOV-001 · FIN-003 · SYS-012

GRF · KEY M

Public Meaning

For most people this is a ration cut, a clinic closure or a school that cannot open. The baseline asks that public debate keep the 252 million in view alongside the funding story, and that it treat returns and reach as outcomes to be checked.

GOV-004 · GOV-005 · FOO-006

GRA · KEY F

Capital Meaning

Readiness implications only. Aid has contracted, interest costs are near USD 1 trillion and remittances now exceed aid several times over81420. These show where finance-readiness evidence will matter. Nothing here is advice, a rating or an approval.

FIN-003 · FIN-009

NEXUS

Synthesis

Development and humanitarian action is well counted at the level of need, displacement and hunger and thinly counted at the level of attacks, casualties and local delivery. The 2027 programme should bind regional crisis evidence, test the compound shock, and map where cuts reach data systems.

SYS-012 · D-01 · D-04

6.3Standards, Academy and steward contributions

How the Nexus Standards drafts, the Risk Academy and the three stewards feed each quarterly edition for development and humanitarian. The standards are a preparatory working draft (2026) and are cited as drafts, never as adopted standards.

Table 6.1The quarterly rhythm every edition follows
QuarterEditionQuestionBoundary
Q1State and AgendaWhat matters this year, and what is the starting position?observed baseline stays distinct from planned work
Q2Evidence and BuildWhat new evidence and capability exist?a configured capability is not a validated result
Q3Stress Test and ReadinessWhat do scenarios and tests show?simulated loss or performance is not observed impact
Q4Annual Synthesis and RenewalWhat changed in the year, and what renews?release follows review, not event publicity deadlines
Table 6.2Who contributes what each quarter
Steward or bodyRoleContribution route
The Global Centre for Risk and Innovation (GCRI Canada)Lead Institution and Consortium Secretariat; publisher of record; technical truth (key T)science and practice communities · GCRI gateway
The Global Risks Forum (GRF)leadership, dialogue and the Universe programme; public meaning (key M)policy, Universe and national adoption · GRF gateway
The Global Risks Alliance (GRA)finance, insurance and development readiness; capital meaning (key F)finance and insurance · GRA gateway
Nexus Standardspreparatory drafts on vocabulary, hazards, indicators and methodsStandards site · working groups HAZ, IND, MTH, FIN, AI
Risk Academylearning pathways tied to the agenda questionsAcademy gateway · learning by review
Reports sector desksdevelopment chapter inputs: GCRI evidence, GRA readiness, NXS standards, RA capabilitysector editorial board

Standards drafts used in this edition

  • Risk vocabulary NRS-C1 (424 terms) for terms in the glossary
  • Hazard atlas NHS-1 1.1.0 (905 hazards in 120 families) for risk objects
  • Seven risk classes: global, catastrophic, existential, emerging, planetary, exponential, frontier-tech

Standards calendar to watch

  • Founding calls from 20 October 2026; working groups meet from 5 November 2026
  • Inaugural Global Standards Council session, 12 January 2027
  • Quarterly reviews in March, June, September and December, aligned with each edition

6.4GCRI reading: the model card

GCRI’s reading of this edition is its model card: what the national model is, what it computes and where it stops. It is printed in full in Annex A, with the methods it belongs to. Annex A, methodology

6.5Global Risks Forum reading: editorial essays

Four signed essays by the Reports editorial team set out the positions this edition takes. They are interpretation, labelled as such; the evidence they draw on is in the findings register.

Need rose from 239 to 252 million people in six months while aid and reported humanitarian funding fell. The gap is not a gap in goodwill alone. It is a gap in the structure of finance, and this edition asks where it widens first.

EDITORIAL ESSAY · 01

Need and money are moving apart

Partners reached about one in six people in need, with more of the help going to the most severe areas. Prioritisation is a rational response to scarcity, and it also means people with lower needs on paper are left without support.

EDITORIAL ESSAY · 02

Reach is not coverage

Interest costs of close to USD 1 trillion mean that governments in much of Africa pay more to creditors than to health or education. A humanitarian shock lands on states with little room to respond.

EDITORIAL ESSAY · 03

Debt is a humanitarian variable

Statistical offices, surveys and surveillance depend on external funding that is falling. What is not measured cannot be prioritised, so protecting evidence systems belongs inside the resilience agenda.

EDITORIAL ESSAY · 04

Measurement is part of resilience

6.6Global Risks Alliance reading: 2027 development and humanitarian readiness pack

The registers that open the 2027 global cycle. At baseline each is initialised from this edition.

Table 6.32027 development and humanitarian readiness pack
ItemRegisterState at baselineFirst 2027 entry
E1Development and Humanitarian risk state deltabaseline set by this editionchanges against the baseline
E2WEFH+B state deltafive global system readings setindicator updates and freshness
E3Agenda and Portfolio movementeight agenda items · 6 proposed objectsadmission decisions
E4Federation delivery registernational chapters in preparationnational chapters
E5Consortium capability registernational consortia formingfirst contributions
E6Leadership questions and challengesnone yetfirst challenge log
E7Foundry technical statenational environments preparedfirst federation cut
E8Publication candidatestwelve findings carried forwardPUBLISH · HOLD dispositions
E9Universe readinessone candidate missionadmission and role spine
E10Correction registernonefirst federation-wide cycle

Publication dispositions

  • Publish
  • Hold
  • Needs evidence
  • Restricted
  • Superseded

6.7Nexus Standards reading: standards and regulatory watch

Instruments and published guidance that shape the systems in this edition, by status on the retrieval date. The edition assesses no one’s compliance.

  • IN FORCE
  • ADOPTED
  • PUBLISHED · GUIDANCE
  • PUBLISHED · VOLUNTARY
Table 6.4Standards and regulatory watch
InstrumentBodyScopeStatusRelevance
Transforming our world, the 2030 Agenda30UN General AssemblyglobalADOPTED 2015goals and targets
Core Humanitarian Standard on Quality and Accountability, 2024 version29CHS AllianceglobalPUBLISHED · VOLUNTARYaccountability
Sphere Handbook36SphereglobalPUBLISHED · VOLUNTARYminimum standards
Global Compact on Refugees39UN General AssemblyglobalADOPTED 2018responsibility-sharing
Sendai Framework for Disaster Risk Reduction38UN General AssemblyglobalADOPTED 2015disaster risk
Outcome of the Fourth International Conference on Financing for Development37UN General AssemblyglobalADOPTED 2025finance
Humanitarian reset35OCHA and partnersglobalREFORM UNDER WAY 2026coordination

Changed since 2024

  • OCHA reported consolidation of clusters under the humanitarian reset during 20264
  • The Core Humanitarian Standard 2024 version followed a 2022 to 2023 revision with more than 4,000 contributors in 90 countries29
  • The OECD reported the largest annual fall in aid on record, to be confirmed in December 20268

To watch in 2027

  • Final OECD aid statistics in December 20268
  • Implementation of the financing outcome agreed at Seville37
  • The 2027 Global Humanitarian Overview and any further reset decisions235

6.8Risk Academy reading: literature and evidence review, science and assessments

The review behind this edition covers development and humanitarian assessments, peer-reviewed science and the institutional reports that bind its findings. Systematic reviews for each agenda item begin in 2027.

Review protocol

Question
What does the published evidence establish about development and humanitarian action worldwide and its couplings?
Sources searched
agency flagships; statistics offices and databases; peer-reviewed mortality and compound-event literature; standards bodies
Window
releases available at evidence close, 30 September 2026
Selection
sources that bind or contextualise a finding in this edition
Next step
systematic reviews for agenda items 01 to 05 in 2027
Table 6.5Peer-reviewed science and assessments
ReferenceTypeYearRoleUsed for
Cavalcanti et al.27journal article2025supportsaid and mortality, USAID
Sibils et al.28journal article2026supportsaid and mortality, 59 countries
Zscheischler et al.45journal article2020frameworkcompound events
Transforming our world30UN resolution2015frameworkgoals and targets
State of the Global Climate 202546assessment2026contexttemperature context
Table 6.6Institutional flagships
ReferenceIssuerYearRoleUsed for
Global Humanitarian Overview 202612OCHA2025supportsneed and requirements
Mid-Year Review 202634OCHA2026supportsneed, reach, funding
SDG Report 20269UN DESA2026supportspoverty, hunger, health
SOFI 202610FAO and partners2026supportschronic hunger
Global MPI 202613UNDP and OPHI2026supportsmultidimensional poverty
A World of Debt 202614UNCTAD2026supportsinterest burden
Global Trends 202533UNHCR2026contextdisplacement headline
Levels and Trends in Child Mortality34UN IGME2025contextchild deaths
Table 6.7Statistics, access and markets
ReferenceIssuerYearRoleUsed for
Financial Tracking Service5OCHA2025supportshumanitarian funding
Population statistics6UNHCR2025supportsrefugees, IDPs, returns
Global Report on Internal Displacement 20267IDMC2026supportsinternal displacement
Preliminary ODA 20258OECD2026supportsaid levels
Global Report on Food Crises 20261112FSIN and partners2026supportsacute hunger
World Development Indicators15 to26World Bank2026supportspoverty, health, access, debt
International Debt Report 202544World Bank2025contextdebt flows
Table 6.8Standards, instruments and data systems
ReferenceIssuerYearRoleUsed for
Core Humanitarian Standard 202429CHS Alliance2024contextaccountability
Sphere Handbook36Sphere2018contextminimum standards
Humanitarian reset35OCHA2026contextsystem reform
Seville outcome on financing for development37UN General Assembly2025contextfinance
Sendai Framework38UN General Assembly2015contextdisaster risk
Global Compact on Refugees39UN General Assembly2018contextrefugee responsibility-sharing
Famine Review Committee analysis40IPC2025contextfamine classification
Debt sustainability framework41IMF and World Bank2026contextdebt distress
World Social Protection Report42ILO2024contextcoverage
Global Education Monitoring Report43UNESCO2025contextschooling
Attacks on health care31; aid worker data32WHO; Humanitarian Outcomes2026contextattacks and casualties

Where the evidence agrees

  • Conflict is the main driver of humanitarian need13
  • Aid and humanitarian funding fell sharply in 202558
  • Extreme poverty and hunger remain far above the 2030 goals910

Where it is unsettled

  • How many people are internally displaced: UNHCR counts 64.2 million and IDMC 82.2 million, on different scopes67
  • How many people faced Catastrophe in 2025: about 1.4 million on the GRFC count and 1.2 million on the OCHA count121
  • How many people live in food insecurity: the SDG Report gives 2.1 billion in its goal text and 2.3 billion in its foreword9

Notes

Numbers are the edition’s reference numbers, so a note reads the same in every chapter. The full list, with every source and its licence, is in Annex C. Annex C, references

  1. 8OECD (ed.), Preliminary official development assistance levels in 2025 (data note, April 2026; text read from the European Commission Knowledge for Policy record of the note, the OECD page returned an access error). Organisation for Economic Co-operation and Development, Paris. Observation year 2025. Accessed 2026-11-03.back
  2. 14UNCTAD (ed.), A World of Debt 2026: Rising debt costs and stalling development (report page). United Nations Conference on Trade and Development, Geneva. Observation year 2025. Accessed 2026-11-03.back
  3. 20DATA VINTAGE AFTER CLOSE: World Bank (ed.), World Development Indicators, BX.TRF.PWKR.CD.DT, personal remittances received, low- and middle-income group, API, last updated 2026-10-08. World Bank, Washington. Observation year 2025. Accessed 2026-11-03.back
  4. 30United Nations General Assembly, Transforming our world: the 2030 Agenda for Sustainable Development, resolution A/RES/70/1 (full text, PDF). United Nations, New York. Observation year 2015. Accessed 2026-11-03.back
  5. 29CHS Alliance, Group URD and the Sphere Association (eds.), Core Humanitarian Standard on Quality and Accountability, CHS 2024 version (standard page). CHS Alliance, Geneva. Observation year 2024. Accessed 2026-11-03.back
  6. 36UNVERIFIED, not opened: Sphere Association (ed.), The Sphere Handbook: Humanitarian Charter and Minimum Standards in Humanitarian Response, 2018 edition; the site returned an access error. Sphere, Geneva. Observation year 2018. Accessed 2026-11-03.back
  7. 39UNVERIFIED, not opened: United Nations General Assembly, Global Compact on Refugees (2018), cited from memory; the UNHCR page returned an access error. United Nations, New York. Observation year 2018. Accessed 2026-11-03.back
  8. 38UNVERIFIED, not opened: United Nations General Assembly, Sendai Framework for Disaster Risk Reduction 2015 to 2030, resolution A/RES/69/283, cited from memory; the document pages returned a stub or an error. United Nations, New York. Observation year 2015. Accessed 2026-11-03.back
  9. 37UNVERIFIED, not opened: United Nations General Assembly, Outcome document of the Fourth International Conference on Financing for Development (Seville, 2025), cited from memory; the document pages returned a stub or an error. United Nations, New York. Observation year 2025. Accessed 2026-11-03.back
  10. 35UNVERIFIED, not opened: OCHA (ed.), Humanitarian Reset (2025 to 2026 reform of the humanitarian system), cited from a mention in the opened Mid-Year Review [4]; the OCHA page was not found. United Nations Office for the Coordination of Humanitarian Affairs, New York. Observation year 2026. Accessed 2026-11-03.back
  11. 4OCHA (ed.), Mid-Year Review of the Global Humanitarian Overview 2026, Humanitarians in action in 2026: delivering against the odds (people targeted, prioritised and reached; contributions to end-May 2026). United Nations Office for the Coordination of Humanitarian Affairs, Geneva. Observation year 2026. Accessed 2026-11-03.back
  12. 2OCHA (ed.), Humanitarian Action, Global Humanitarian Overview 2026 landing and at-a-glance pages (requirements and prioritised requirements at launch, plan list, mid-year appeal, supply-chain disruption note). United Nations Office for the Coordination of Humanitarian Affairs, Geneva. Observation year 2026. Accessed 2026-11-03.back
  13. 27Cavalcanti, D.M. et al., Evaluating the impact of two decades of USAID interventions and projecting the effects of defunding on mortality up to 2030: a retrospective impact evaluation and forecasting analysis, The Lancet, 2025 (abstract read through Europe PMC). Elsevier. Observation year 2025. Accessed 2026-11-03.back
  14. 28Sibils, G.B. et al., Wealth redistribution policies to mitigate the impact of development assistance defunding: a retrospective evaluation and forecasting analysis up to 2030, The Lancet, 2026 (abstract read through Europe PMC). Elsevier. Observation year 2026. Accessed 2026-11-03.back
  15. 45UNVERIFIED, not opened: Zscheischler, J. et al., A typology of compound weather and climate events, Nature Reviews Earth and Environment 1, 333 to 347, 2020, cited from memory. Springer Nature. Observation year 2020. Accessed 2026-11-03.back
  16. 46UNVERIFIED, not opened: WMO (ed.), State of the Global Climate 2025; the 1.43 °C figure is taken from the opened SDG Report [9], not from WMO. World Meteorological Organization, Geneva. Observation year 2025. Accessed 2026-11-03.back
  17. 1OCHA (ed.), Global Humanitarian Overview 2026, Trends in crises and needs: a world at breaking point (December 2025; people in urgent need, drivers, famine and Catastrophe counts, civilian fatalities). United Nations Office for the Coordination of Humanitarian Affairs, Geneva. Observation year 2025. Accessed 2026-11-03.back
  18. 3OCHA (ed.), Mid-Year Review of the Global Humanitarian Overview 2026, Trends in crises and needs: civilians in the line of fire (June 2026). United Nations Office for the Coordination of Humanitarian Affairs, Geneva. Observation year 2026. Accessed 2026-11-03.back
  19. 9United Nations (UN DESA, ed.), The Sustainable Development Goals Report 2026 (full report, PDF). United Nations, New York. Observation year 2025 (data from 2015 to 2026). Accessed 2026-11-03.back
  20. 10FAO, IFAD, UNICEF, WFP and WHO (eds.), The State of Food Security and Nutrition in the World 2026 (publication page with headline estimates). Food and Agriculture Organization, Rome. Observation year 2025. Accessed 2026-11-03.back
  21. 13UNDP and OPHI (eds.), Global Multidimensional Poverty Index 2026 (report page with headline findings). United Nations Development Programme, New York. Observation year 2025. Accessed 2026-11-03.back
  22. 33UNVERIFIED, not opened: UNHCR (ed.), Global Trends: Forced Displacement in 2025 (June 2026); the headline total of about 117.8 million was seen only in search-result summaries and is not used as a figure; the publication pages returned an access error. United Nations High Commissioner for Refugees, Geneva. Observation year 2025. Accessed 2026-11-03.back
  23. 34UNVERIFIED, not opened: UN Inter-agency Group for Child Mortality Estimation (eds.), Levels and Trends in Child Mortality, latest report; no figure is used. UNICEF, New York. Observation year 2024. Accessed 2026-11-03.back
  24. 5OCHA (ed.), Financial Tracking Service, public API, funding flows by year (2022 to 2025), queried at access; recent years are incomplete. United Nations Office for the Coordination of Humanitarian Affairs, Geneva. Observation year 2025. Accessed 2026-11-03.back
  25. 6UNHCR (ed.), Refugee Population Statistics Database, public API, global totals 2015 to 2025 (refugees, asylum-seekers, IDPs, returns, stateless people). United Nations High Commissioner for Refugees, Geneva. Observation year 2025. Accessed 2026-11-03.back
  26. 7IDMC (ed.), Global Report on Internal Displacement 2026 (full report, May 2026). Internal Displacement Monitoring Centre, Geneva. Observation year 2025. Accessed 2026-11-03.back
  27. 11WFP (ed.), Global hunger crisis page citing the 2026 Global Report on Food Crises (266 million people in crisis levels of hunger or worse; 70% in fragile or conflict-affected countries). World Food Programme, Rome. Observation year 2025. Accessed 2026-11-03.back
  28. 12Food Security Information Network and Global Network Against Food Crises (eds.), 2026 Global Report on Food Crises, Mid-year update (August 2026). FSIN, Rome. Observation year 2026. Accessed 2026-11-03.back
  29. 15DATA VINTAGE AFTER CLOSE: World Bank (ed.), World Development Indicators, SI.POV.DDAY, poverty headcount ratio at USD 3.00 a day (2021 PPP), world, low-income and sub-Saharan Africa groups, API, last updated 2026-10-08. World Bank, Washington. Observation year 2024. Accessed 2026-11-03.back
  30. 26DATA VINTAGE AFTER CLOSE: World Bank (ed.), World Development Indicators, SN.ITK.DEFC.ZS, prevalence of undernourishment, low-income group, API, last updated 2026-10-08. World Bank, Washington. Observation year 2024. Accessed 2026-11-03.back
  31. 44UNVERIFIED, not opened: World Bank (ed.), International Debt Report 2025; no figure is used. World Bank, Washington. Observation year 2024. Accessed 2026-11-03.back
  32. 40UNVERIFIED, not opened: Integrated Food Security Phase Classification, Famine Review Committee analysis of the Gaza Governorate (August 2025), cited from the opened OCHA text [1], not from the IPC document. IPC Global Support Unit, Rome. Observation year 2025. Accessed 2026-11-03.back
  33. 41UNVERIFIED, not opened: IMF and World Bank (eds.), Debt Sustainability Framework for low-income countries, list of debt-distress ratings; the IMF site returned an access denial. International Monetary Fund, Washington. Observation year 2026. Accessed 2026-11-03.back
  34. 42UNVERIFIED, not opened: ILO (ed.), World Social Protection Report 2024 to 2026; the 52.4% coverage figure is taken from the opened SDG Report [9], not from the ILO report. International Labour Organization, Geneva. Observation year 2023. Accessed 2026-11-03.back
  35. 43UNVERIFIED, not opened: UNESCO (ed.), Global Education Monitoring Report, latest edition; the out-of-school figure is taken from the opened SDG Report [9], not from UNESCO. United Nations Educational, Scientific and Cultural Organization, Paris. Observation year 2025. Accessed 2026-11-03.back
  36. 31WHO (ed.), Surveillance System for Attacks on Health Care (SSA), method and definitions page; the dashboard counts were not extracted. World Health Organization, Geneva. Observation year 2026. Accessed 2026-11-03.back
  37. 32Humanitarian Outcomes (ed.), Aid Worker Security Database, project page and Figures at a Glance 2025 listing (statistics through 2024 announced; the figures themselves were not extracted). Humanitarian Outcomes, London. Observation year 2024. Accessed 2026-11-03.back

Cite this chapter

Valadbaygi, S. (Ed.). (2026). Chapter 6: Readings from the other desks. In Global Development and Humanitarian Risk and Resilience Report 2026: Baseline Edition, The State of Development and Humanitarian Action Worldwide. (Baseline Edition 2026, Report No. NR-SECTOR-DEVELOPMENT-GLOBAL-2026-BASELINE) [Draft under review]. The Global Centre for Risk and Innovation (GCRI).

Every citation form of the whole report, BibTeX and RIS included, is on the edition home. Cite this report

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