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Country and regional series

Country and regional reports study the portfolio of risks a nation or a shared region carries, from hazards and infrastructure to finance and public health. Their evidence comes from official statistics, national research and international datasets that do not always agree. This page sets out how such studies are sourced, who reviews them, how national data vintages and revisions are tracked, and what the evidence can and cannot support for the institutions that plan and budget.

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
01In brief

The short answer.

Country and regional risk reports study the portfolio of risks a nation or shared region carries, from hazards and infrastructure to finance and public health. Their evidence comes from official statistics, national research and international datasets that do not always agree, so each figure cites its vintage and authorship includes people in the country.

02Console

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

Country and regional series · Annual synthesis · Edition 6

Data check behind planGCRI · Nexus Reports

Editions in production

Annual synthesisGlobalData check78W22
Country profile 7CountryPeer review99W17
Water outlookSectoralDrafting41W40
Methods note 4MethodsReleased100done

Data check, annual synthesis

Values traced87 pct · req 100Labels attached82 pct · req 100Uncertainty stated74 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 Country and regional series.Placeholder names and illustrative values; a design, not a record or a live system.
03The question

Country and regional series: how the risk develops.

National and transboundary portfolio studies. 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

Data vintages and revisions

Official statistics are revised, rebased and sometimes discontinued. A report that cites a figure without its vintage can be contradicted by the next release, and readers cannot tell whether the change is in the world or in the data.

Mechanism

Outside-in authorship

Studies written without researchers based in the country risk misreading institutions and local data, and weaken ownership of the result. Contributor roles and affiliations make that balance visible to readers and reviewers.

Mechanism

Comparability across borders

Neighbouring countries measure with different definitions, classifications and reference periods. Transboundary comparisons that ignore this produce differences that are artefacts of method rather than of risk.

Mechanism

Sensitivity and review pressure

National findings can affect credit, investment and reputation, so review may be pressed to soften them. Recorded review comments and stated editorial independence protect both the authors and the reviewing government.

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
Data vintageThe release of a statistic, identified by date, since figures are revised after first publication.
Outside-in authorshipReports about a country written mostly by authors based elsewhere.
ComparabilityWhether figures from different countries measure the same thing in the same way.
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
Authors with an in-country or in-region affiliationpercent of authorsper reportContributor metadata matched to institution registryDECLARED
Contributor roles recordedpercent of contributors with CRediT rolesper reportContributor metadataDECLARED
Official statistics cited with vintage and release datepercent of statistical citationsper versionEditorial audit of referencesREPORTED
Age of the most recent data usedmonths since reference period endper indicatorSource metadataOBSERVED
National and government review commentscount received; percent with recorded responseper review roundReview comment logOFFICIAL
Local-language sources assessedpercent of cited worksper reportReference list metadataREPORTED
Corrections after publicationcount per report versionper versionVersion history and correction noticesOFFICIAL
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 · Country and regional series as a run graphDesign, not a record
Country and regional 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.

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
World Bank Open DataDevelopment indicators by country with source notes and revision historyCC BY 4.0
UN SDG Global DatabaseOfficial indicator series reported by countries and custodian agenciesFree to use, United Nations terms
National statistical officesOfficial statistics, release calendars and revision policiesPublic records, terms per office
National research repositories such as HAL and CORETheses, reports and articles from national institutions, including local-language workLicence per deposit
Research Organization Registry (ROR)Persistent identifiers for institutions to attribute affiliations consistentlyCC0
IPCC and IPBES regional assessmentsRegional chapters and assessments with their review recordsFree to read, reuse terms per body
08Decisions

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
Planning and finance ministriesWhere national risk portfolios need budget, contingency financing or institutional changeProfiles with data vintages, uncertainty and the sources behind each figure
National statistical officesWhich gaps or inconsistencies in official series matter most to risk analysisComparability notes and the indicators that could not be sourced officially
Regional bodies and joint commissionsWhether shared risks are measured on a basis that all members can acceptTransboundary comparisons with differences in definition stated
Development finance institutionsWhether a country study is current and independent enough to inform a programmeVersion history, review record and declared competing interests

Outputs this topic produces

  • Country and regional profiles citing every statistic with its vintage
  • Comparability notes for each transboundary indicator
  • Contributor statements using CRediT roles and ROR affiliations
  • Review logs showing national review comments and responses
09Core questions

What the series asks.

Risk is experienced in places. National institutions, budgets, infrastructure and communities decide how a global shock lands in a given country, and many hazards, rivers, grids and markets cross borders. Country and regional analysis connects global evidence to the institutions that act on it, while making clear that independent analysis is not an official government position.

  • Which systems in a country are most exposed, and which dependencies on other countries shape that exposure?
  • How have conditions changed since the last quarter or year, and what evidence supports the change?
  • Which risks are shared across a region, such as river basins, power pools, trade corridors or disease pathways?
  • Where is national data missing, contested or out of date, and what does that mean for the confidence of each finding?
10Scope

What the series covers.

Four series cover places at different scales and frequencies.

National

Annual and quarterly

The annual country report gives the full picture; quarterly editions track change in the systems and portfolios that matter most.

Regional

Transboundary

Regional editions cover shared hazards, infrastructure and markets across neighbouring countries.

Portfolio

Movement in readiness

How national programme portfolios move toward stated next steps, with readiness never presented as approval.

Country editions follow a common structure so that readers can compare editions over time, while leaving room for what matters most in each place. Regional editions are organized around the shared system itself, a river basin, a power pool or a trade corridor, rather than around national borders, because that is the scale at which the risk operates and at which cooperation between countries is needed.

11Methods and evidence

How editions are built, and their limits.

  1. 01

    Official statistics

    National statistics are the primary source where available and are labelled Officially reported. Revisions and gaps are noted.

  2. 02

    Observation

    Earth observation and monitoring data extend coverage where national data are thin, labelled Observed or Estimated as appropriate.

  3. 03

    Institutional sources

    Reports from operators and agencies are labelled Institution-reported and are not treated as independent verification.

  4. 04

    Comparability

    Cross-country comparison is used carefully; differences in definitions and data quality are stated rather than smoothed over.

12Methods

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
13Questions

Questions and answers.

Why cite the vintage of a statistic?
Because official series are revised. The vintage tells a reader which release a figure came from, so a later difference can be traced to a revision rather than read as a change in the risk.
Who reviews a country report?
Typically independent experts, including researchers based in the country, and where agreed a technical review by the relevant government. Comments and responses are recorded; the authors and editors remain responsible for the text.
Why do international and national figures differ?
They may use different definitions, sources, reference periods or modelling. A country report shows both where they differ and states the reason where it is known.
Is a country edition commissioned by the government?
Not unless the edition says so on its first page. A country profile never implies a government commission where none exists.
Are sanctioned countries covered?
Coverage follows the programme's legal obligations. Where restrictions apply, the series may publish regional analysis without country-specific engagement.
Why quarterly editions?
Because some exposures, such as prices, reserves and infrastructure status, change within a year. Quarterly editions track change; the annual report gives the full picture.
Can a government request corrections?
Anyone can report an error through the corrections route. Corrections are made on evidence, in a new version that records what changed and why.
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