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* @module IMF/Context
* @description Policy-area → IMF indicator mapping, mirroring the surface of
* `world-bank-context.ts`.
*
* Where World Bank data lags 12–24 months, IMF data (WEO April/October
* cycle; Fiscal Monitor; ER; PCPS; GFS_COFOG) leads. The agentic workflows
* use this module at article-authoring time to pick the correct IMF
* indicator for each Riksdag committee's policy area and to stamp
* projections with the right vintage.
*
* Scope: narrow, code-only mapping for the indicators currently used by
* the four "look-ahead" article types (week-ahead, month-ahead,
* weekly-review, monthly-review) plus the macro-adjacent daily types
* (committee-reports, propositions, motions, evening-analysis). For
* wider discovery, callers should use `ImfClient.sdmxFetch()` (see
* `scripts/imf-client.ts`) directly against the SDMX 3.0 endpoint, or
* invoke the `scripts/imf-fetch.ts sdmx --path ...` CLI from agentic
* workflows.
*
* @author Hack23 AB
* @license Apache-2.0
*/
import { COUNTRY_CODES, COUNTRY_NAMES_EN } from './imf-codes.js';
import { IMF_WEO_INDICATORS, IMF_FM_INDICATORS } from './imf-client.js';
// ---------------------------------------------------------------------------
// Types
// ---------------------------------------------------------------------------
/**
* Database family an indicator belongs to.
*
* The 2026-05 IMF SDMX 3.0 refactor (a) dissolved the legacy IFS dataflow
* into CPI / MFS_IR / ER, (b) renamed DOTS → IMTS, and (c) moved PCPS
* from IMF.STA to IMF.RES. Older code paths that still reference 'IFS'
* or 'DOTS' string literals must be updated. We keep 'BOP_AGG' as a
* separate alias for the aggregate-summary view of BOP.
*/
export type ImfDatabase =
| 'WEO'
| 'FM'
| 'CPI'
| 'BOP'
| 'BOP_AGG'
| 'GFS_COFOG'
| 'MFS_IR'
| 'IMTS'
| 'PCPS'
| 'ER';
/** An IMF economic indicator mapped to a Swedish policy area. */
export interface ImfIndicatorContext {
/** IMF database the indicator lives in (`WEO`, `FM`, ...). */
readonly database: ImfDatabase;
/** IMF indicator code native to that database. */
readonly indicatorId: string;
/** Human-readable name (English). */
readonly name: string;
/** Concise description for article commentary. */
readonly description: string;
/** Swedish policy areas this indicator relates to. */
readonly policyAreas: readonly string[];
/** Relevant Riksdag committees. */
readonly committees: readonly string[];
/** Unit of measurement (e.g. '% of GDP', 'Annual % change'). */
readonly unit: string;
/** Whether the IMF publishes projections beyond the current year. */
readonly publishesProjections: boolean;
}
// ---------------------------------------------------------------------------
// Policy-area → IMF indicator mapping
// ---------------------------------------------------------------------------
/**
* Canonical IMF indicator catalogue used by Riksdagsmonitor article
* workflows. Only the subset actively consumed by article templates —
* extend deliberately; keep in sync with
* `analysis/economic-indicators-inventory.json`.
*/
export const IMF_INDICATORS: readonly ImfIndicatorContext[] = Object.freeze([
// --- Headline macro (FiU Finance Committee) ---
{
database: 'WEO',
indicatorId: IMF_WEO_INDICATORS.gdpGrowth,
name: 'Real GDP growth',
description:
'Year-over-year percent change in real GDP. Headline macro indicator; projected ≥ 5 years in each WEO cycle.',
policyAreas: ['fiscal policy', 'macro economy', 'growth'],
committees: ['FiU', 'SkU', 'NU'],
unit: 'Annual % change',
publishesProjections: true,
},
{
database: 'WEO',
indicatorId: IMF_WEO_INDICATORS.gdpPerCapita,
name: 'GDP per capita',
description: 'Nominal GDP per capita in current USD. Useful for cross-country peer comparisons.',
policyAreas: ['macro economy', 'living standards'],
committees: ['FiU', 'AU', 'SoU'],
unit: 'Current USD',
publishesProjections: true,
},
{
database: 'WEO',
indicatorId: IMF_WEO_INDICATORS.inflationCpi,
name: 'Inflation (CPI, average)',
description:
'Average consumer price inflation, annual % change. Primary monetary-policy reference; projected to T+5.',
policyAreas: ['monetary policy', 'inflation'],
committees: ['FiU'],
unit: 'Annual % change',
publishesProjections: true,
},
{
database: 'WEO',
indicatorId: IMF_WEO_INDICATORS.unemployment,
name: 'Unemployment rate',
description: 'Unemployment as % of total labor force, WEO definition; projected to T+5.',
policyAreas: ['labor market', 'employment'],
committees: ['AU', 'SoU'],
unit: '% of labor force',
publishesProjections: true,
},
// --- Fiscal (SkU, FiU) — critical upgrade over WB ---
{
database: 'WEO',
indicatorId: IMF_WEO_INDICATORS.generalGovGrossDebt,
name: 'General government gross debt',
description:
'Debt/GDP ratio on a general-government (EDP) basis. Superior to World Bank GC.DOD.TOTL.GD.ZS for EU policy discussion because it follows GFSM 2014.',
policyAreas: ['fiscal policy', 'debt', 'EU stability and growth pact'],
committees: ['FiU', 'SkU'],
unit: '% of GDP',
publishesProjections: true,
},
{
database: 'WEO',
indicatorId: IMF_WEO_INDICATORS.generalGovBalance,
name: 'General government net lending / borrowing',
description: 'Headline fiscal balance (surplus +, deficit −); projected to T+5.',
policyAreas: ['fiscal policy', 'budget'],
committees: ['FiU', 'SkU'],
unit: '% of GDP',
publishesProjections: true,
},
{
database: 'WEO',
indicatorId: IMF_WEO_INDICATORS.generalGovRevenue,
name: 'General government revenue',
description: 'Tax and non-tax revenue as % of GDP; projected to T+5.',
policyAreas: ['fiscal policy', 'taxation'],
committees: ['SkU', 'FiU'],
unit: '% of GDP',
publishesProjections: true,
},
{
database: 'WEO',
indicatorId: IMF_WEO_INDICATORS.generalGovExpenditure,
name: 'General government expenditure',
description: 'Total government spending as % of GDP; projected to T+5.',
policyAreas: ['fiscal policy', 'public spending'],
committees: ['FiU'],
unit: '% of GDP',
publishesProjections: true,
},
{
database: 'FM',
indicatorId: IMF_FM_INDICATORS.primaryBalance,
name: 'General government primary balance',
description: 'Fiscal balance excluding interest payments (Fiscal Monitor vintage).',
policyAreas: ['fiscal policy', 'debt sustainability'],
committees: ['FiU', 'SkU'],
unit: '% of GDP',
publishesProjections: true,
},
// --- External sector (NU, UU) ---
{
database: 'WEO',
indicatorId: IMF_WEO_INDICATORS.currentAccountBalance,
name: 'Current account balance',
description: 'Net external position (trade + primary + secondary income); projected to T+5.',
policyAreas: ['external sector', 'trade'],
committees: ['NU', 'UU', 'FiU'],
unit: '% of GDP',
publishesProjections: true,
},
{
database: 'WEO',
indicatorId: IMF_WEO_INDICATORS.exportsVolumeGrowth,
name: 'Exports volume growth',
description: 'Real exports of goods and services, annual % change.',
policyAreas: ['trade', 'export performance'],
committees: ['NU', 'UU'],
unit: 'Annual % change',
publishesProjections: true,
},
// --- Demographics (SoU) ---
{
database: 'WEO',
indicatorId: IMF_WEO_INDICATORS.population,
name: 'Population',
description: 'Total population (millions), WEO definition.',
policyAreas: ['demographics'],
committees: ['SoU', 'SfU'],
unit: 'Millions',
publishesProjections: true,
},
// --- COFOG — committee-aligned spending decomposition ---
// COFOG codes (SDMX 3.0: GFS_COFOG v11.0.0). Indicator codes were
// renamed from G02/G07/G09/G10 to GF02_T/GF07_T/GF09_T/GF10_T in the
// 2026-05 refactor. Canonical Sweden key shape:
// `SWE.S13.G2MF.{INDICATOR}.POGDP_PT.A`
// (SECTOR=S13 general-government, GFS_GRP=G2MF, TYPE_OF_TRANSFORMATION
// =POGDP_PT for % of GDP). The four functions Riksdagsmonitor reports
// align with directly:
// 02 Defence → FöU
// 07 Health → SoU
// 09 Education → UbU
// 10 Social Protection → SfU
{
database: 'GFS_COFOG',
indicatorId: 'GF02_T',
name: 'Government spending — Defence (COFOG 02)',
description:
'General-government expenditure on defence as a share of GDP (POGDP_PT). Committee-aligned with FöU (Defence). 2026-05 refactor renamed the code from G02 → GF02_T.',
policyAreas: ['defence', 'public spending'],
committees: ['FöU', 'FiU'],
unit: '% of GDP (POGDP_PT) or % of total outlays (POTO_PT) or national currency (XDC)',
publishesProjections: false,
},
{
database: 'GFS_COFOG',
indicatorId: 'GF07_T',
name: 'Government spending — Health (COFOG 07)',
description: 'General-government expenditure on health. Committee-aligned with SoU (Health & Welfare). 2026-05 refactor renamed the code from G07 → GF07_T.',
policyAreas: ['health', 'public spending'],
committees: ['SoU', 'FiU'],
unit: '% of GDP (POGDP_PT) or % of total outlays (POTO_PT) or national currency (XDC)',
publishesProjections: false,
},
{
database: 'GFS_COFOG',
indicatorId: 'GF09_T',
name: 'Government spending — Education (COFOG 09)',
description: 'General-government expenditure on education. Committee-aligned with UbU (Education). 2026-05 refactor renamed the code from G09 → GF09_T.',
policyAreas: ['education', 'public spending'],
committees: ['UbU', 'FiU'],
unit: '% of GDP (POGDP_PT) or % of total outlays (POTO_PT) or national currency (XDC)',
publishesProjections: false,
},
{
database: 'GFS_COFOG',
indicatorId: 'GF10_T',
name: 'Government spending — Social protection (COFOG 10)',
description:
'General-government expenditure on social protection. Committee-aligned with SfU (Social Insurance). 2026-05 refactor renamed the code from G10 → GF10_T.',
policyAreas: ['social protection', 'public spending', 'welfare'],
committees: ['SfU', 'FiU'],
unit: '% of GDP (POGDP_PT) or % of total outlays (POTO_PT) or national currency (XDC)',
publishesProjections: false,
},
// --- Monetary (FiU — Riksbank oversight) ---
{
database: 'MFS_IR',
indicatorId: 'MMRT_RT_PT_A_PT',
name: 'Money market rate (IMF proxy for Riksbank policy rate)',
description:
'Money-market rate, monthly. The 2026-05 SDMX 3.0 SWE codelist no longer carries the FPOLM_PA central-bank rate directly — use this as the IMF proxy for the Riksbank styrränta, and prefer Riksbank statistics for the official rate.',
policyAreas: ['monetary policy', 'interest rates'],
committees: ['FiU'],
unit: '% per annum',
publishesProjections: false,
},
// --- Trade (NU/UU — bilateral flows) ---
{
database: 'IMTS',
indicatorId: 'XG_FOB_USD',
name: 'Exports of goods, FOB (USD, bilateral)',
description:
'Bilateral goods exports by partner country (annual / quarterly / monthly). Indispensable for NU trade-policy and UU foreign-affairs coverage where partner-country exposure matters. The 2026-05 refactor moved bilateral trade from the retired DOTS dataflow to IMTS and renamed TXG_FOB_USD → XG_FOB_USD.',
policyAreas: ['trade', 'external sector'],
committees: ['NU', 'UU'],
unit: 'Current USD',
publishesProjections: false,
},
// --- Exchange rates (FiU/NU) ---
{
database: 'ER',
indicatorId: 'USD_XDC.PA_RT',
name: 'Exchange rate — SEK per USD (period average)',
description:
'Period-average nominal exchange rate vs USD (TYPE_OF_TRANSFORMATION=PA_RT; use EOP_RT for end-of-period). Pairs with WEO:PCPIPCH and PCPS commodity-price overlays for inflation-drivers commentary.',
policyAreas: ['monetary policy', 'exchange rates'],
committees: ['FiU', 'NU'],
unit: 'SEK per USD',
publishesProjections: false,
},
// --- Commodities (MJU — energy, FiU — inflation drivers) ---
{
database: 'PCPS',
indicatorId: 'POILAPSP',
name: 'Crude oil price index (APSP average)',
description:
'IMF Average Petroleum Spot Price index. Key overlay for MJU environment/energy coverage and for FiU inflation-driver commentary.',
policyAreas: ['energy', 'inflation', 'environment'],
committees: ['MJU', 'FiU'],
unit: 'Index, 2016 = 100',
publishesProjections: false,
},
]);
// ---------------------------------------------------------------------------
// Lookups
// ---------------------------------------------------------------------------
/** Find indicators relevant to one or more policy domains (case-insensitive). */
export function findImfIndicatorsForDomains(
policyDomains: readonly string[],
): readonly ImfIndicatorContext[] {
if (policyDomains.length === 0) return [];
const lowered = policyDomains.map((d) => d.toLowerCase());
return IMF_INDICATORS.filter((indicator) =>
indicator.policyAreas.some((area) =>
lowered.some((q) => area.toLowerCase().includes(q) || q.includes(area.toLowerCase())),
),
);
}
/** Find indicators relevant to a Riksdag committee (e.g. 'FiU'). */
export function findImfIndicatorsForCommittee(
committee: string,
): readonly ImfIndicatorContext[] {
const upper = committee.toUpperCase();
return IMF_INDICATORS.filter((indicator) =>
indicator.committees.some((c) => c.toUpperCase() === upper),
);
}
/** Default peer-country set for Nordic + DE comparisons. */
export const IMF_NORDIC_PEERS = Object.freeze([
COUNTRY_CODES.sweden,
COUNTRY_CODES.denmark,
COUNTRY_CODES.norway,
COUNTRY_CODES.finland,
COUNTRY_CODES.germany,
] as const);
/** Look up a human-readable country name (English) by ISO-3 code. */
export function imfCountryNameEn(iso3: string): string {
return COUNTRY_NAMES_EN[iso3.toUpperCase()] ?? iso3.toUpperCase();
}
/**
* Build the `source.imf[]` citation string for an indicator. Format:
* `DATABASE:INDICATOR_ID` (e.g. `WEO:NGDP_RPCH`, `FM:GGXWDG_NGDP`).
*/
export function imfCitation(database: ImfDatabase, indicatorId: string): string {
return `${database}:${indicatorId}`;
}
/**
* Direct lookup by canonical `DATABASE:INDICATOR_ID` citation. Returns
* `undefined` if the indicator is not in the curated context catalogue
* — callers should fall back to {@link findImfIndicatorsForDomains} or
* {@link findImfIndicatorsForCommittee} for broader discovery.
*
* @example
* ```ts
* const ind = findImfIndicatorByCode('WEO', 'NGDP_RPCH');
* // → { database: 'WEO', indicatorId: 'NGDP_RPCH', name: 'Real GDP growth', ... }
* ```
*/
export function findImfIndicatorByCode(
database: string,
indicatorId: string,
): ImfIndicatorContext | undefined {
const upperDb = database.trim().toUpperCase();
const upperId = indicatorId.trim().toUpperCase();
return IMF_INDICATORS.find(
(ind) => ind.database === upperDb && ind.indicatorId.toUpperCase() === upperId,
);
}
/**
* Parse a `DATABASE:INDICATOR_ID` citation string and look up the
* corresponding indicator context. Returns `undefined` for malformed
* citations or unknown entries. Symmetric with {@link imfCitation}.
*/
export function findImfIndicatorByCitation(
citation: string,
): ImfIndicatorContext | undefined {
const idx = citation.indexOf(':');
if (idx <= 0 || idx === citation.length - 1) return undefined;
const db = citation.slice(0, idx);
const id = citation.slice(idx + 1);
return findImfIndicatorByCode(db, id);
}
/**
* Enumerate the set of IMF databases actually referenced by the curated
* catalogue. Used by workflow introspection tooling to decide which
* transport (Datamapper vs SDMX) will be exercised for a given article.
*/
export function getImfDatabasesInUse(): ReadonlySet<ImfDatabase> {
return new Set(IMF_INDICATORS.map((ind) => ind.database));
}
/**
* Build a committee → indicators matrix (keys UPPERCASE) mirroring the
* shape of `analysis/imf/indicators-inventory.json → committeeMatrix`
* without loading the JSON inventory. Useful for workflow-level summaries
* ("for FiU we will pull: WEO:NGDP_RPCH, WEO:PCPIPCH, …").
*
* Committees are derived from the curated {@link IMF_INDICATORS} catalogue,
* so this matrix is always internally consistent with the code.
*
* @example
* ```ts
* const matrix = getImfCommitteeMatrix();
* matrix.get('FIU'); // → ['WEO:NGDP_RPCH', 'WEO:PCPIPCH', ...]
* ```
*/
export function getImfCommitteeMatrix(): ReadonlyMap<string, readonly string[]> {
const matrix = new Map<string, Set<string>>();
for (const ind of IMF_INDICATORS) {
const citation = imfCitation(ind.database, ind.indicatorId);
for (const committee of ind.committees) {
const key = committee.toUpperCase();
if (!matrix.has(key)) matrix.set(key, new Set());
matrix.get(key)!.add(citation);
}
}
const out = new Map<string, readonly string[]>();
for (const [committee, citations] of matrix) {
out.set(committee, Object.freeze([...citations].sort()));
}
return out;
}
/**
* Enumerate all indicator citations (`DATABASE:INDICATOR_ID`) exposed by
* the curated catalogue, sorted alphabetically. Useful for workflow logs
* and for cross-checking with `indicators-inventory.json`.
*/
export function listImfCitations(): readonly string[] {
return Object.freeze(
IMF_INDICATORS.map((ind) => imfCitation(ind.database, ind.indicatorId)).sort(),
);
}
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