Source
HRSA Shortage Designations · vintage 2024 · refresh cadence: quarterly
Direction of better
Lower values are better. Used to rank candidate towns/properties; lower score = stronger fit.
Default weight in Health composite
15% of the Health composite by default. Users can override this weight in their intake; the displayed score reflects the user's chosen weighting, never a fixed default.
Where the data lives
Tables: health_shortage_areas
Columns: [computed]
Input field: inShortageArea
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": "health.shortage_area_status",
"name": "Shortage Area Status",
"value": "example",
"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": "2024"
},
{
"@type": "PropertyValue",
"name": "fha_safe",
"value": true
}
],
"valueReference": {
"@type": "QuantitativeValue",
"additionalType": "https://valifit.com/catalog/metric",
"identifier": "health.shortage_area_status",
"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"
}
]
}For programmatic access
GET /api/v1/catalog/metrics?id=health.shortage_area_status
MCP tool: get_catalog with id="health.shortage_area_status"