In HRSA Shortage Area

Source

HRSA Shortage Designations · vintage 2026 · refresh cadence: monthly

True iff town is designated Health Professional Shortage Area (HPSA)

Direction of better

Lower values are better. Used to rank candidate towns/properties; lower score = stronger fit.

Unit

Values are reported in boolean.

Where the data lives

Tables: municipality_metrics

Columns: in_shortage_area, shortage_types

Input field: in_shortage_area

JSON-LD example

Every value emitted by ValiFit (in /api/v1, MCP responses, on-page JSON-LD) carries a propertyID set to this metric_id, so AI clients can resolve it back here in one round-trip.

{
  "@type": "PropertyValue",
  "propertyID": "town.in_shortage_area",
  "name": "In HRSA Shortage Area",
  "value": "example",
  "unitText": "boolean",
  "additionalProperty": [
    {
      "@type": "PropertyValue",
      "name": "composite",
      "value": "Health"
    },
    {
      "@type": "PropertyValue",
      "name": "level",
      "value": "city"
    },
    {
      "@type": "PropertyValue",
      "name": "direction",
      "value": "lower_better"
    },
    {
      "@type": "PropertyValue",
      "name": "source_year",
      "value": "2026"
    },
    {
      "@type": "PropertyValue",
      "name": "fha_safe",
      "value": true
    }
  ],
  "valueReference": {
    "@type": "QuantitativeValue",
    "additionalType": "https://valifit.com/catalog/metric",
    "identifier": "town.in_shortage_area",
    "sameAs": "HRSA Shortage Designations"
  },
  "mentions": [
    {
      "@type": "Dataset",
      "@id": "https://valifit.com/sources/hrsa-hpsa-shortage-areas",
      "identifier": "HRSA_HPSA",
      "name": "Health Professional Shortage Areas",
      "url": "https://data.hrsa.gov/topics/health-workforce/shortage-areas",
      "sameAs": "https://data.hrsa.gov/topics/health-workforce/shortage-areas",
      "creator": {
        "@type": "Organization",
        "name": "HRSA"
      },
      "temporalCoverage": "monthly",
      "dateModified": "2026-04-01"
    }
  ]
}