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Topic dossier · Financial Stability

Stress testing methods

Stress tests ask how institutions and the system would fare under severe but plausible scenarios. Supervisors use them to set capital, central banks to study system dynamics, and boards to test their plans. Methods range from bank-run models to system-wide exercises that include nonbanks. This page sets out how stress tests are built and where they mislead, the records they produce, and who decides how they are used.

01In brief

The short answer.

Stress testing methods are the ways supervisors, central banks and firms estimate how institutions would fare under severe but plausible scenarios. They range from bank-level tests with static balance sheets to system-wide exercises with second-round effects. Results are conditional, not forecasts. Supervisors and boards decide how they are used.

02Spatial finance

A loan book under scenario families.

How physical and transition risk could reach a loan book under different scenarios. Illustrative design values.

A loan book across Europe under physical and transition risk.Design values; NGFS scenario names are labels only, not stress test results.
03The question

Stress testing methods: how the risk develops.

Scenario, sensitivity and model limits. The dossier below sets out how the risk develops, what is measured, where the data come from, how it is modelled and who decides.

Mechanism

Scenarios set the answer

A stress test shows losses under the scenario chosen. Scenarios that are too mild, or that miss the next shock's shape, give false comfort.

Mechanism

Static balance sheets miss reactions

Many tests hold balance sheets fixed. Real firms deleverage, sell assets and cut lending, which can amplify stress across the system.

Mechanism

System-wide exercises add feedback

Exercises that model banks, nonbanks and central counterparties together capture second-round effects that firm-level tests miss.

Mechanism

Results drive capital and conduct

When results set capital buffers, firms have incentives to optimise models to the test. Varying scenarios and transparency limit gaming.

04Key terms

Terms used on this page.

Each term as this page uses it. Where a standard-setting body defines the term, the wording follows that body.

TermDefinition
Adverse scenarioA hypothetical path of economic and financial variables designed to be severe but plausible.
Second-round effectsLosses caused by institutions' reactions to an initial shock, such as asset sales, rather than the shock itself.
Stress capital bufferA capital requirement set from the results of a supervisory stress test.
05Indicators

What is measured, and how well.

Each indicator carries its unit, its cadence, the kind of source behind it and the evidence label a value would carry. No values are shown: a programme supplies them under its own authority.

IndicatorUnitCadenceSource typeLabel
Capital depletion under the adverse scenariopercentage points of CET1 ratioannualSupervisory stress test resultsMODELLED
Stress capital bufferpercent of risk-weighted assetsannualSupervisory determinationsOFFICIAL
Liquidity survival horizon under stressdaysperiodicLiquidity stress testsMODELLED
Second-round losses in system-wide exercisescurrencyper exerciseSystem-wide exercise reportsMODELLED
Scenario severitypeak-to-trough change in key variablesper exerciseScenario documentsOFFICIAL
Climate scenario losses in exploratory exercisescurrency or percentper exerciseClimate exercise reportsMODELLED
06Canvas

From sources to decisions.

The topic as a computational graph: named sources feed the methods, an evidence review gates the outputs, and the decisions stay with the authorities that hold them.

Pipeline canvas · Stress testing methods as a run graphDesign, not a record
Stress testing methods: a cascade across interdependent systemsA hazard hits one system; dependencies carry the failure into others; impact grows until buffers, redundancy or restoration priorities stop it; the analysis ranks the links to strengthen. Design of the process, not a record of a run.

Fig. 02Nodes carry their type, two metric rows and a state; connectors show what feeds what; dashed frames name the owners; the timeline is the cadence. Design of the pipeline, not a record of a run.

07Sources

Where the evidence comes from.

Named public datasets and institutional records, each with its licence class. Sources by agreement are used only under their terms and never republished.

SourceWhat it givesLicence class
Federal Reserve stress test scenarios and resultsSupervisory scenarios and bank resultsPublic domain
EBA EU-wide stress test resultsScenarios and bank-level resultsFree, EU reuse terms
Bank of England system-wide exploratory scenario reportSystem-wide exercise covering banks and nonbanksFree, Bank of England terms
NGFS climate scenariosReference climate scenarios for exploratory exercisesFree, NGFS terms
IMF FSAP stress test technical notesStress test methods and results by countryFree, IMF terms
08Decisions

Who decides, and what the evidence serves.

Financial Stability prepares evidence. The decisions below are taken by the authorities named, under their own rules, and never by the platform.

Who decidesThe questionEvidence this page serves
Prudential supervisorsHow stress test results set capital buffersScenario design, model review and results
Central banks and macroprudential authoritiesWhether system-wide dynamics need policy responseSystem-wide exercise findings
Bank and insurer boardsWhether capital and liquidity plans survive severe scenariosInternal and supervisory test results
Scenario design teamsWhich risks and severity to includeHistorical episodes and emerging risk evidence

Outputs this topic produces

  • Guide to stress test types and what each answers
  • Method note on scenario design and severity
  • Brief on second-round effects in system-wide exercises
  • Questions for boards on reverse stress testing
09Core questions

Shared questions the industry asks.

  1. 01

    What scenario is severe but plausible?

    How to design scenarios that challenge institutions without being arbitrary.

  2. 02

    What do tests capture?

    Which channels, such as credit losses, market moves and funding outflows, are modelled and which are left out.

  3. 03

    Do tests include feedback?

    Whether institutions' reactions and system-wide effects are represented.

  4. 04

    How should results be read?

    What a stress test shows and what it cannot show.

10Mechanisms

How the risk arises and transmits.

Sensitivity analysis changes one factor at a time; scenario analysis changes many together in a coherent narrative. Reverse stress testing starts from failure and asks what would cause it.

Most traditional tests are static and firm-by-firm: they apply a shock and measure losses at each institution separately. They miss how institutions' responses, such as selling assets or cutting lending, affect each other and the economy.

System-wide and macroprudential tests add feedback, contagion and nonbank sectors. They are more realistic in structure but rely on more uncertain behavioural assumptions.

New risks challenge methods. Climate, cyber and pandemic scenarios involve long horizons, deep uncertainty and non-financial transmission paths that models were not built for.

Model risk is inherent. Results depend on data, assumptions and model choices; communicating uncertainty is as important as the headline results.

11Methods and limits

How evidence is gathered, and where it stops.

Method or dataWhat it showsIts limit
Sensitivity analysisExposure to single factorsIgnores interactions
Macro scenariosCoherent multi-factor stressScenario design is judgemental
System-wide modelsFeedback and contagionBehavioural assumptions uncertain
Reverse stress testsPaths to failureCan identify implausible paths
12Methods

How it is studied, and what the methods cannot say.

13Questions

Questions and answers.

Is a stress test a forecast?
No. It shows the effect of a hypothetical scenario. The scenario is chosen to be severe and plausible, not likely.
What is reverse stress testing?
Starting from an outcome that would make a firm's business model fail, and working back to the scenarios that could cause it.
What is a system-wide stress exercise?
An exercise that models how banks, nonbanks and market infrastructure respond together, capturing interactions that firm-level tests miss.
Are GRA scenarios supervisory stress tests?
No. They are research scenarios. They set no requirement and have no supervisory consequence.
Can a stress test prove an institution is safe?
No. It shows outcomes under specific assumptions. Unmodelled shocks and behaviour can produce different results.
Where are scenarios published?
On published scenarios, once reviewed, with their assumptions and limits.
Financial Stability

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