ABOUT FWBM

Financial Well‑Being Monitor

FWBM combines household survey signals with macroeconomic indicators to measure economic stress and resilience—and produces actionable insights beyond traditional metrics.

FWBM is a research model that captures households' financial, behavioral, and emotional realities quickly and at scale.

From signals to strategy…
Measure stress.
Map resilience.
Activate action.
E01
National representation, continuous refresh
Weekly updates; monthly cumulative n≈1,600 CATI interviews across 81 provinces.
E02
100% real field data
Every interview is recorded and archived. Auditors re-call interviews to validate the process.
E03
Validity & reliability
FWBM's validity and reliability are verified through pilots and scientific validation.

Financial Well‑Being Index: 4 Pillars & 9 Dimensions

FWBM integrates 9 core dimensions under 4 pillars.

The four pillars provide a structured lens for resilience.

Open queries, data integration & technical foundation

AI integration

Natural-language queries over integrated datasets with Monet.

Service delivery

Weekly live interactive dashboards, monthly analytical reports, quarterly public summaries.

External data integration

One canvas: multiple sources, infinite combinations.

  • OECD SDMX
  • World Bank Data API
  • Eurostat API
  • CBRT EVDS
  • TurkStat
Technical foundation
  • LLM-assisted query layer for outputs
  • Time-series toolkit for early-warning signals
  • Cross-API harmonization
  • Raw data flow via REST API
OWL Intelligence
FWBM — Financial Well‑Being Monitor