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Finance is where shocks are priced

Part I describes systems and their couplings. It ranks no country or operator and assesses no authority.

7 min read2 figures1 table16 notesNR-SECTOR-FINANCE-GLOBAL-2026-BASELINE

Contents
  1. ·Edition home
  2. ·Executive summary
  3. 1Finance is where shocks are priced
    1. 1.1 The questions this part answers
    2. 1.2 The argument
    3. 1.3 Twenty couplings between five systems
  4. 2Key findings
  5. 3Systems and sectors at baseline
  6. 4Risks and capability
  7. 5Sovereign bond repricing under inflation and thin fiscal space
  8. 6Readings from the other desks
  9. 7The 2027 agenda
  10. 8Systems in depth
  11. AMethodology
  12. BData appendix
  13. CReferences and record
  14. ·Complete edition, for print

1.1The questions this part answers

Key questions

  • Where is finance and economy risk concentrated?
  • Which couplings carry finance and economy shocks into other systems?
  • Which finance and economy capabilities hold under compound stress?
  • What must 2027 evidence measure first?

In this part

  • Narrative
  • Headline finding
  • Lead figure
  • Five coupling chapters
  • Twelve-domain reading
  • Sector screens
  • Dependency matrix
  • Risk objects
  • Capability ladder
  • Scenario
  • Three lenses
  • Portfolio

1.2The argument

Finance is usually reported as markets and balance sheets. The 2026 evidence reads it as the layer where every other system’s shock is priced, passed on or absorbed: fuel and fertiliser into inflation, inflation into policy rates, policy rates into the interest bill, and the interest bill into health, education and resilience budgets11019.

The system is large and rising. Global debt passed USD 365 trillion in the first half of 202611, and the US Treasury reports total public debt outstanding of USD 40.5 trillion on 2 November 202621. Growth has held up, helped by AI-related investment, but forecasts differ by issuer: the IMF projects 3.1% for 2026 and the World Bank 2.5%25.

The structure of the markets has changed. Non-banks now hold 53% of advanced-economy sovereign debt, and leveraged hedge funds intermediate more of it through short-term funding1. The Federal Reserve notes hedge fund leverage near record highs17, and the FSB chair’s October letter lists volatility in sovereign bond markets, private credit and AI among the risks to watch13.

The burden falls unevenly. Developing countries pay USD 995 billion in net interest10, official development assistance fell 23.1% in real terms in 202527, and the UN estimates an annual financing gap of USD 4 trillion26. A system that prices shocks well still leaves people without a buffer: 56% of adults could reliably find emergency money in 20248.

Figure 1.1How many people live where interest outweighs health or education? Share of regional population in such countries (%)

In both regions the share has risen sharply since 2010. Over half the population of developing Asia and Oceania is also in countries where interest exceeds health or education spending10.

ItemBar, scaled to the largest valueValue
Africa, 201024
Africa, 202365
Latin America and the Caribbean, 201034
Latin America and the Caribbean, 202358

Source: as cited in the note to this figure. Year 2023.

Figure ID FIG-SECTOR-FINANCE-GLOBAL-2026-BASELINE-01-003

65%

of Africa’s population in such countries, 202310

58%

of the population of Latin America and the Caribbean, 202310

3.7billion

people in such countries, latest year in the report10

51countries

developing countries spending more on interest than on either10

1.3Twenty couplings between five systems

The finance and economy-centred matrix types the twenty couplings between the five core systems, read for their finance and economy content. Strengths are Nexus estimates (ESTIMATED) from the cited evidence and analogue events; they set the graph that 2027 evidence will test.

Figure 1.2Couplings between the five systems

Each line is one coupling from one system to another, drawn by the strength the edition assigns. Strengths are Nexus estimates from the cited evidence and analogue events.

  • Strong
  • Moderate
  • Weak

Source: this edition’s coupling matrix (Table 1.1); status Estimated.

Table 1.1Coupling matrix: from the row system to the column system
From, toWATENEFOOHLTBIO
WAT Water·MODERATE
hydropower revenue · utility finance		STRONG
irrigated yields · farm credit		WEAK
utility revenues		WEAK
flow regimes
ENE EnergyMODERATE
pumping costs · utility budgets		·STRONG
fuel and fertiliser costs · food prices		STRONG
clinic costs · household budgets · interest		WEAK
extraction finance
FOO FoodWEAK
irrigation demand		WEAK
bioenergy markets		·MODERATE
food prices · household budgets		MODERATE
land-use finance
HLT HealthWEAK
public spending claims		WEAK
public spending claims		WEAK
labour supply		·WEAK
residues
BIO BiodiversityWEAK
ecosystem services		WEAK
resource revenues		MODERATE
pollination · fisheries incomes		WEAK
zoonoses		·
Strength: strong, moderate or weak; a Nexus estimate (status Estimated) from cited evidence and analogue events. The scale is defined in Annex A.

Transmission paths

  1. 01

    ENE → FOO → HLT

    Fuel and fertiliser prices reach food prices and household budgets.

    Reported 2026 fertiliser and plastics prices1; food price index25

  2. 02

    TRD → ENE → FIN

    A supply shock lifts inflation and policy rates and raises borrowing costs.

    Reported 2026 rate rises19; bond yields6

  3. 03

    FIN → HLT

    A larger interest bill displaces health and education spending.

    Reported interest above health or education spending10; Senegal case31

  4. 04

    AIC → FIN

    AI capital expenditure and valuations lift financial conditions and then amplify a reversal.

    Reported hyperscaler spending and valuations117

  5. 05

    BIO → FIN

    Nature loss reduces productive capacity and raises sovereign interest costs.

    Scenario scenario across 23 countries30

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. 1Bank for International Settlements (ed.), Annual Economic Report 2026: From resilience to robustness? (chapters I to III), Basel, 28 June 2026. BIS, Basel. Observation year 2025 (with events of early 2026). Accessed 2026-11-03.back
  2. 10UNCTAD (ed.), A World of Debt 2026: Rising debt costs and stalling development (report page with key statistics; the full report and data file were not opened). United Nations Trade and Development, Geneva. Observation year 2025 (regional shares 2023; the year of the 51-country and 3.7 billion people counts is not stated on the page). Accessed 2026-11-03.back
  3. 19European Central Bank (ed.), ECB Data Portal, key interest rates (deposit facility rate and main refinancing operations rate, dates of change to 16 September 2026; harmonised index series), retrieved through the ECB data service. ECB, Frankfurt. Observation year 2026. Accessed 2026-11-03.back
  4. 11Institute of International Finance (ed.), Global Debt Monitor, edition of 23 September 2026 (headline statement on the issuer’s listing page; the report and data file were not opened). IIF, Washington. Observation year 2026 (first half). Accessed 2026-11-03.back
  5. 21POST-CLOSE, context only: US Department of the Treasury, Bureau of the Fiscal Service (ed.), Debt to the Penny (record date 2 November 2026), retrieved through the Fiscal Data service. US Treasury, Washington. Observation year 2026. Accessed 2026-11-03.back
  6. 2DATA VINTAGE AFTER CLOSE: International Monetary Fund (ed.), World Economic Outlook database, current vintage with a publication date of 13 October 2026 (world, advanced economy and emerging market and developing economy aggregates and selected country series), retrieved through the IMF data service; released after the 30 September evidence close and cited as the position at access. IMF, Washington. Observation year 2025 (estimates, with projections to 2027). Accessed 2026-11-03.back
  7. 5World Bank (ed.), Global Economic Prospects, June 2026 (publication page and Chapter 1 highlights, The Global Outlook). World Bank, Washington. Observation year 2026 (projections, with 2025 outcomes). Accessed 2026-11-03.back
  8. 17Board of Governors of the Federal Reserve System (ed.), Financial Stability Report, May 2026 (overview and leverage sections; data as of 23 April 2026). Federal Reserve Board, Washington. Observation year 2025 (fourth-quarter data). Accessed 2026-11-03.back
  9. 13POST-CLOSE, context only: Financial Stability Board (ed.), Letter from the FSB Chair to G20 Finance Ministers and Central Bank Governors and note on global stablecoin arrangements, October 2026 (publication page; the attached documents were not opened); released after the 30 September evidence close. FSB, Basel. Observation year 2026. Accessed 2026-11-03.back
  10. 27United Nations Economic and Social Council (ed.), Draft intergovernmentally agreed conclusions and recommendations of the forum on financing for development follow-up, E/FFDF/2026/L.1, as adopted on 24 April 2026, advance unedited version. United Nations, New York. Observation year 2025 (ODA outcome) and 2026. Accessed 2026-11-03.back
  11. 26United Nations Inter-agency Task Force on Financing for Development (ed.), Financing for Sustainable Development Report 2026: Implementing the Sevilla Commitment (report page; the full report was not opened). UN DESA, New York. Observation year 2026. Accessed 2026-11-03.back
  12. 8World Bank (ed.), The Global Findex Database 2025 (landing page and summary statements: account ownership, savings, emergency funds, disaster exposure). World Bank, Washington. Observation year 2024. Accessed 2026-11-03.back
  13. 25Food and Agriculture Organization of the United Nations (ed.), FAO Food Price Index, release for September 2026. FAO, Rome. Observation year 2026. Accessed 2026-11-03.back
  14. 6POST-CLOSE, context only: World Bank (ed.), Global Monthly, October 2026 (global financial conditions, commodity and activity notes; data to 23 October 2026); released after the 30 September evidence close and cited as the position at access. World Bank, Washington. Observation year 2026. Accessed 2026-11-03.back
  15. 31Federspiel, F., Borghi, J., Tarp Jensen, H., Mbaye, E.M. et al., Influence of public external debt on government health expenditure: a mixed-methods case study of Senegal, PLOS Global Public Health 6, 2026 (open-access full text read through the PubMed Central service). Public Library of Science. Observation year 2023 (debt and health statistics 1970 to 2023; interviews 2019 to 2020). Accessed 2026-11-03.back
  16. 30Agarwala, M., Burke, M., Klusak, P., Kraemer, M., Volz, U. et al., Biodiversity loss will decrease the future creditworthiness of nations, Nature Ecology and Evolution 10, 2026 (open-access full text read through the PubMed Central service). Springer Nature. Observation year 2026. Accessed 2026-11-03.back

Cite this chapter

Valadbaygi, S. (Ed.). (2026). Chapter 1: Finance is where shocks are priced. In Global Finance and Economy Risk and Resilience Report 2026: Baseline Edition, The State of the World’s Financial and Economic System. (Baseline Edition 2026, Report No. NR-SECTOR-FINANCE-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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