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Sectoral series

Sectoral reports profile how risk builds and moves through an industry or service: energy, finance, agriculture, health care, transport, telecommunications. Much of the relevant evidence is held by companies, regulators and industry bodies rather than published in the peer-reviewed literature. This page sets out how sector evidence is sourced and weighed, how competing interests are handled, and what the profiles can support for regulators, operators and investors.

01In brief

The short answer.

Sector risk reports profile how risk builds and moves through an industry or service such as energy, finance, agriculture, health care, transport or telecommunications. Much of the relevant evidence is grey literature held by companies, regulators and industry bodies, so sources, funding and competing interests are recorded with each finding.

02Geography

Systemic exposure in Egypt and the Nile Delta.

Where people and networks concentrate, the exposure through which shocks travel between systems, shown for Egypt and the Nile Delta as an example geography for this subject.

Where people and networks concentrate, the exposure through which shocks travel between systems.Indicator derived from Natural Earth at map scale; a screening view, not an assessment.
GCRI · Nexus Reports · fieldDESIGN FIGURE
03Console

Series production desk, in outline.

The working screen behind this subject: its structure, terms and states. Names are placeholders and values illustrative.

Series production desk

Sectoral series · Annual synthesis · Edition 6

Data check behind planGCRI · Nexus Reports

Editions in production

Annual synthesisGlobalData check86W29
Country profile 7CountryPeer review97W26
Water outlookSectoralDrafting30W28
Methods note 4MethodsReleased100done

Data check, annual synthesis

Values traced77 pct · req 100Labels attached98 pct · req 100Uncertainty stated79 pct · req 100

Edition pipeline

  1. Outlineboard
  2. Draftauthors
  3. Data checkevery value
  4. Peer reviewtwo rounds
  5. Editorialdecision
  6. ReleaseDOI
  7. Correctionsversioned
Series production desk: the screen's structure, terms and states for Sectoral series.Placeholder names and illustrative values; a design, not a record or a live system.
04The question

Sectoral series: how the risk develops.

Sector and industry profiles. 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

Grey literature dominance

Industry reports, regulatory filings and consultancy studies carry much of the sector evidence but follow no common review standard. Treating them as equivalent to reviewed research overstates the certainty of what they report.

Mechanism

Competing interests

Funding, employment, advisory roles and data access agreements can shape which questions are asked and how results are framed. Undeclared interests are among the most common grounds for correction in sector studies.

Mechanism

Classification drift

Sectors are defined differently across classification systems and change as industries change. Profiles that mix definitions compare unlike populations and misstate concentration and exposure.

Mechanism

Commercial confidentiality

When key data cannot be published, readers cannot check the analysis. Evidence held under confidentiality must be labelled as such so that conclusions resting on it are not read as independently verifiable.

05Key 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
Grey literatureMaterial produced outside commercial and academic publishing, such as reports, filings and working papers.
Competing interestA relationship or funding source that could influence, or appear to influence, a report's findings.
ISICThe UN International Standard Industrial Classification used to define sectors consistently.
06Indicators

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
Grey literature share of cited sourcespercent of referencesper reportReference classification auditREPORTED
Sources funded by the profiled industrypercent of referencesper reportFunding statements in cited worksREPORTED
Competing interest declarations on filepercent of contributors and reviewersper reportDeclaration recordsDECLARED
Findings resting on confidential datacount of key statementsper reportEditorial auditREPORTED
Sector classification stated for each datasetpercent of datasetsper versionData annexREPORTED
Regulatory filings cited with filing referencepercent of regulatory citationsper versionReference metadataOBSERVED
07Canvas

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 · Sectoral series as a run graphDesign, not a record
Sectoral series: an edition from outline to correctionAn outline is agreed; chapters are drafted; every value is traced in the data check; peer reviewers with declared conflicts review; the editor decides; the edition is released with an identifier and corrected only by new versions. 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.

08Sources

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
UN International Standard Industrial Classification (ISIC)Common sector definitions and correspondences to national systemsFree to use, United Nations terms
ILOSTATLabour statistics by economic activityCC BY 4.0
OECD data and sector outlooksSector statistics, structural indicators and policy reviewsFree to use, terms per OECD
SEC EDGAR and equivalent filing registriesCompany filings, risk factor disclosures and annual reportsPublic records, terms per registry
Crossref funding and reference metadataFunder identifiers and references for reviewed sector researchOpen metadata, no reuse restrictions
Sector regulators' published reportsSupervisory statistics, incident reports and stress test documentationPublic records, terms per regulator
09Decisions

Who decides, and what the evidence serves.

Nexus Reports 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
Sector regulators and supervisorsWhether a sector's concentration and dependencies warrant supervisory attention or stress testingProfiles with source review status, classification and confidentiality stated
Industry operators and associationsWhich shared dependencies to address jointly through standards or mutual aidDependency maps with evidence labels and the data gaps that limit them
Institutional investors and their stewardship teamsHow sector exposure to systemic risk should inform engagementSector risk profiles with competing interests and data sources disclosed
Standards bodiesWhere common definitions or disclosure standards are missingClassification drift and disclosure gaps documented across sources

Outputs this topic produces

  • Sector profiles that label each source by review status
  • Competing interest statements for every contributor and reviewer
  • Data annexes stating classifications and confidentiality
  • Dependency maps between sectors with their evidence labels
10Core questions

What the series asks.

Each sector has its own physics, economics, regulation and vocabulary, and its own ways of failing. Operators and regulators need analysis that respects those specifics while showing how the sector depends on and affects others. Sector profiles also help readers outside a sector understand where its risks could reach them.

  • What are the critical functions of a sector, and what does it depend on to deliver them?
  • Which hazards and threats matter most for the sector, and how have its exposures changed?
  • How concentrated is the sector in suppliers, technologies, locations or firms, and what are the consequences of that concentration?
  • How does stress in this sector transmit to others, including through financial channels?
11Scope

What the series covers.

Sector profiles combine engineering, economic and institutional views.

Functions

Critical services

What the sector delivers that society cannot do without, and the minimum service levels that matter in a crisis.

Dependencies

Inputs and links

Energy, water, data, labour, finance and supply chains on which the sector relies.

Finance

Readiness questions

Where relevant, finance and insurance readiness questions examined with GRA at sector level, never firm by firm.

Sector analysis draws on the engineering idea of critical functions: rather than listing every asset, it asks which services must continue, at what minimum level, and what they depend on. This keeps attention on consequences for people and on the dependencies, often outside the sector, that can interrupt those services.

12Methods and evidence

How editions are built, and their limits.

  1. 01

    Sector data

    Operator, regulator and industry data, labelled by source type. Commercial confidentiality limits what can be published.

  2. 02

    Engineering analysis

    Reliability and dependency analysis from the specialist platforms. Models are reviewed technically before publication.

  3. 03

    Aggregation

    Data from firms are aggregated before use; no edition assesses or rates an individual firm.

  4. 04

    Case evidence

    Documented incidents illustrate failure modes. Cases are selected for learning, not to assign blame.

13Methods

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

  1. Data engineering, interoperability and stewardshipStructured publishing in JATS XML · Persistent identifiers across the recordApplied here
  2. Probability and statisticsMeta-analysis with heterogeneity stated · Small-study and publication biasApplied here
  3. Uncertainty quantification and model validationCalibrated language in assessments · Certainty of evidence ratingsApplied here
14Questions

Questions and answers.

Why include grey literature at all?
Because much sector evidence exists nowhere else. It is included with its review status stated, assessed for quality, and weighted accordingly rather than excluded or treated as peer-reviewed.
How are competing interests handled?
Authors and reviewers declare financial and non-financial interests following COPE guidance. Declarations are published with the report, and an undeclared interest found later is handled through the corrections process.
Can industry fund a sector report?
Funding sources must be declared and must not control the questions, analysis or conclusions. Editors decide whether an arrangement is compatible with independence, and readers see the declaration.
Does the sectoral series rate companies?
No. It works at sector level with aggregated data and does not rate, rank or assess individual firms.
Who contributes to sector profiles?
The The Global Centre for Risk and Innovation (GCRI) specialist platforms for each sector lead the analysis; The Global Risks Forum (GRF) and GRA platforms contribute within their mandates.
Is the finance readiness series investment advice?
No. It examines readiness questions at sector or programme level. GRA does not lend, underwrite, rate, invest, or advise on or arrange transactions.
Can an industry body sponsor a sector profile?
Funding is disclosed in the edition and confers no right to change or block a finding.
Nexus Reports

Bring your expertise to this field.

The current service level is R0: information and enquiries. An enquiry receives a reference and names the next step; applications, payments, compute allocations and registrations open only when their team, terms and review capacity exist.

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