{
  "slug": "rural-health",
  "hypotheses": [
    "H48"
  ],
  "generated_at": "2026-08-05T01:45:19+00:00",
  "methodology_version": "0.7.2-draft",
  "summary": {
    "hospitals": 5366,
    "rural_hospitals": 1847,
    "rural_share": 34.4,
    "critical_access": 1338,
    "rural_population": 45799659,
    "population": 331449281,
    "rural_pop_share": 13.8,
    "unmatched_county": 239
  },
  "states": [
    {
      "state": "VT",
      "name": "Vermont",
      "hospitals": 17,
      "rural": 15,
      "critical_access": 8,
      "rural_cah": 8,
      "unmatched": 0,
      "counties": 14,
      "rural_counties": 11,
      "population": 643077,
      "rural_population": 417515,
      "rural_share": 88.2,
      "rural_pop_share": 64.9
    },
    {
      "state": "WY",
      "name": "Wyoming",
      "hospitals": 30,
      "rural": 25,
      "critical_access": 19,
      "rural_cah": 19,
      "unmatched": 0,
      "counties": 23,
      "rural_counties": 21,
      "population": 576851,
      "rural_population": 396384,
      "rural_share": 83.3,
      "rural_pop_share": 68.7
    },
    {
      "state": "ND",
      "name": "North Dakota",
      "hospitals": 47,
      "rural": 37,
      "critical_access": 37,
      "rural_cah": 35,
      "unmatched": 0,
      "counties": 53,
      "rural_counties": 45,
      "population": 779094,
      "rural_population": 310227,
      "rural_share": 78.7,
      "rural_pop_share": 39.8
    },
    {
      "state": "MT",
      "name": "Montana",
      "hospitals": 63,
      "rural": 48,
      "critical_access": 50,
      "rural_cah": 45,
      "unmatched": 0,
      "counties": 56,
      "rural_counties": 46,
      "population": 1084225,
      "rural_population": 484395,
      "rural_share": 76.2,
      "rural_pop_share": 44.7
    },
    {
      "state": "SD",
      "name": "South Dakota",
      "hospitals": 61,
      "rural": 44,
      "critical_access": 39,
      "rural_cah": 34,
      "unmatched": 1,
      "counties": 66,
      "rural_counties": 58,
      "population": 886667,
      "rural_population": 445734,
      "rural_share": 72.1,
      "rural_pop_share": 50.3
    },
    {
      "state": "NE",
      "name": "Nebraska",
      "hospitals": 93,
      "rural": 66,
      "critical_access": 62,
      "rural_cah": 57,
      "unmatched": 1,
      "counties": 93,
      "rural_counties": 82,
      "population": 1961504,
      "rural_population": 677796,
      "rural_share": 71.0,
      "rural_pop_share": 34.6
    },
    {
      "state": "IA",
      "name": "Iowa",
      "hospitals": 118,
      "rural": 81,
      "critical_access": 82,
      "rural_cah": 69,
      "unmatched": 0,
      "counties": 99,
      "rural_counties": 77,
      "population": 3190369,
      "rural_population": 1232642,
      "rural_share": 68.6,
      "rural_pop_share": 38.6
    },
    {
      "state": "KS",
      "name": "Kansas",
      "hospitals": 138,
      "rural": 94,
      "critical_access": 82,
      "rural_cah": 76,
      "unmatched": 0,
      "counties": 105,
      "rural_counties": 85,
      "population": 2937880,
      "rural_population": 872644,
      "rural_share": 68.1,
      "rural_pop_share": 29.7
    },
    {
      "state": "MS",
      "name": "Mississippi",
      "hospitals": 108,
      "rural": 70,
      "critical_access": 29,
      "rural_cah": 23,
      "unmatched": 0,
      "counties": 82,
      "rural_counties": 62,
      "population": 2961279,
      "rural_population": 1506603,
      "rural_share": 64.8,
      "rural_pop_share": 50.9
    },
    {
      "state": "ME",
      "name": "Maine",
      "hospitals": 36,
      "rural": 22,
      "critical_access": 18,
      "rural_cah": 15,
      "unmatched": 0,
      "counties": 16,
      "rural_counties": 11,
      "population": 1362359,
      "rural_population": 547281,
      "rural_share": 61.1,
      "rural_pop_share": 40.2
    },
    {
      "state": "NH",
      "name": "New Hampshire",
      "hospitals": 28,
      "rural": 17,
      "critical_access": 13,
      "rural_cah": 12,
      "unmatched": 0,
      "counties": 10,
      "rural_counties": 7,
      "population": 1377529,
      "rural_population": 509527,
      "rural_share": 60.7,
      "rural_pop_share": 37.0
    },
    {
      "state": "NM",
      "name": "New Mexico",
      "hospitals": 45,
      "rural": 27,
      "critical_access": 13,
      "rural_cah": 13,
      "unmatched": 5,
      "counties": 33,
      "rural_counties": 26,
      "population": 2117522,
      "rural_population": 704949,
      "rural_share": 60.0,
      "rural_pop_share": 33.3
    },
    {
      "state": "MN",
      "name": "Minnesota",
      "hospitals": 136,
      "rural": 79,
      "critical_access": 73,
      "rural_cah": 55,
      "unmatched": 3,
      "counties": 87,
      "rural_counties": 60,
      "population": 5706494,
      "rural_population": 1260920,
      "rural_share": 58.1,
      "rural_pop_share": 22.1
    },
    {
      "state": "KY",
      "name": "Kentucky",
      "hospitals": 103,
      "rural": 59,
      "critical_access": 29,
      "rural_cah": 24,
      "unmatched": 0,
      "counties": 120,
      "rural_counties": 81,
      "population": 4505836,
      "rural_population": 1720534,
      "rural_share": 57.3,
      "rural_pop_share": 38.2
    },
    {
      "state": "AR",
      "name": "Arkansas",
      "hospitals": 91,
      "rural": 50,
      "critical_access": 29,
      "rural_cah": 27,
      "unmatched": 0,
      "counties": 75,
      "rural_counties": 58,
      "population": 3011524,
      "rural_population": 1191671,
      "rural_share": 54.9,
      "rural_pop_share": 39.6
    },
    {
      "state": "ID",
      "name": "Idaho",
      "hospitals": 48,
      "rural": 26,
      "critical_access": 26,
      "rural_cah": 22,
      "unmatched": 0,
      "counties": 44,
      "rural_counties": 30,
      "population": 1839106,
      "rural_population": 488012,
      "rural_share": 54.2,
      "rural_pop_share": 26.5
    },
    {
      "state": "WV",
      "name": "West Virginia",
      "hospitals": 55,
      "rural": 28,
      "critical_access": 21,
      "rural_cah": 14,
      "unmatched": 0,
      "counties": 55,
      "rural_counties": 35,
      "population": 1793716,
      "rural_population": 703129,
      "rural_share": 50.9,
      "rural_pop_share": 39.2
    },
    {
      "state": "OK",
      "name": "Oklahoma",
      "hospitals": 135,
      "rural": 68,
      "critical_access": 39,
      "rural_cah": 31,
      "unmatched": 0,
      "counties": 77,
      "rural_counties": 59,
      "population": 3959353,
      "rural_population": 1289548,
      "rural_share": 50.4,
      "rural_pop_share": 32.6
    },
    {
      "state": "MO",
      "name": "Missouri",
      "hospitals": 121,
      "rural": 52,
      "critical_access": 35,
      "rural_cah": 27,
      "unmatched": 0,
      "counties": 115,
      "rural_counties": 80,
      "population": 6154913,
      "rural_population": 1505909,
      "rural_share": 43.0,
      "rural_pop_share": 24.5
    },
    {
      "state": "WI",
      "name": "Wisconsin",
      "hospitals": 141,
      "rural": 60,
      "critical_access": 58,
      "rural_cah": 40,
      "unmatched": 0,
      "counties": 72,
      "rural_counties": 45,
      "population": 5893718,
      "rural_population": 1500732,
      "rural_share": 42.6,
      "rural_pop_share": 25.5
    },
    {
      "state": "AL",
      "name": "Alabama",
      "hospitals": 100,
      "rural": 42,
      "critical_access": 8,
      "rural_cah": 6,
      "unmatched": 0,
      "counties": 67,
      "rural_counties": 36,
      "population": 5024279,
      "rural_population": 1119503,
      "rural_share": 42.0,
      "rural_pop_share": 22.3
    },
    {
      "state": "CO",
      "name": "Colorado",
      "hospitals": 97,
      "rural": 40,
      "critical_access": 32,
      "rural_cah": 29,
      "unmatched": 0,
      "counties": 64,
      "rural_counties": 47,
      "population": 5773714,
      "rural_population": 712118,
      "rural_share": 41.2,
      "rural_pop_share": 12.3
    },
    {
      "state": "OR",
      "name": "Oregon",
      "hospitals": 62,
      "rural": 25,
      "critical_access": 25,
      "rural_cah": 19,
      "unmatched": 0,
      "counties": 36,
      "rural_counties": 21,
      "population": 4237256,
      "rural_population": 640784,
      "rural_share": 40.3,
      "rural_pop_share": 15.1
    },
    {
      "state": "UT",
      "name": "Utah",
      "hospitals": 52,
      "rural": 20,
      "critical_access": 13,
      "rural_cah": 12,
      "unmatched": 0,
      "counties": 29,
      "rural_counties": 20,
      "population": 3271616,
      "rural_population": 391865,
      "rural_share": 38.5,
      "rural_pop_share": 12.0
    },
    {
      "state": "NC",
      "name": "North Carolina",
      "hospitals": 120,
      "rural": 46,
      "critical_access": 20,
      "rural_cah": 16,
      "unmatched": 0,
      "counties": 100,
      "rural_counties": 55,
      "population": 10439388,
      "rural_population": 2196327,
      "rural_share": 38.3,
      "rural_pop_share": 21.0
    },
    {
      "state": "GA",
      "name": "Georgia",
      "hospitals": 149,
      "rural": 56,
      "critical_access": 31,
      "rural_cah": 19,
      "unmatched": 0,
      "counties": 159,
      "rural_counties": 85,
      "population": 10711908,
      "rural_population": 1786940,
      "rural_share": 37.6,
      "rural_pop_share": 16.7
    },
    {
      "state": "HI",
      "name": "Hawaii",
      "hospitals": 24,
      "rural": 9,
      "critical_access": 9,
      "rural_cah": 5,
      "unmatched": 0,
      "counties": 5,
      "rural_counties": 2,
      "population": 1455271,
      "rural_population": 273927,
      "rural_share": 37.5,
      "rural_pop_share": 18.8
    },
    {
      "state": "MI",
      "name": "Michigan",
      "hospitals": 148,
      "rural": 52,
      "critical_access": 35,
      "rural_cah": 26,
      "unmatched": 0,
      "counties": 83,
      "rural_counties": 53,
      "population": 10077331,
      "rural_population": 1659797,
      "rural_share": 35.1,
      "rural_pop_share": 16.5
    },
    {
      "state": "TN",
      "name": "Tennessee",
      "hospitals": 122,
      "rural": 41,
      "critical_access": 15,
      "rural_cah": 11,
      "unmatched": 0,
      "counties": 95,
      "rural_counties": 51,
      "population": 6910840,
      "rural_population": 1467777,
      "rural_share": 33.6,
      "rural_pop_share": 21.2
    },
    {
      "state": "IL",
      "name": "Illinois",
      "hospitals": 194,
      "rural": 65,
      "critical_access": 55,
      "rural_cah": 42,
      "unmatched": 0,
      "counties": 102,
      "rural_counties": 65,
      "population": 12812508,
      "rural_population": 1635249,
      "rural_share": 33.5,
      "rural_pop_share": 12.8
    },
    {
      "state": "WA",
      "name": "Washington",
      "hospitals": 100,
      "rural": 32,
      "critical_access": 39,
      "rural_cah": 28,
      "unmatched": 0,
      "counties": 39,
      "rural_counties": 20,
      "population": 7705281,
      "rural_population": 780653,
      "rural_share": 32.0,
      "rural_pop_share": 10.1
    },
    {
      "state": "IN",
      "name": "Indiana",
      "hospitals": 151,
      "rural": 48,
      "critical_access": 33,
      "rural_cah": 22,
      "unmatched": 0,
      "counties": 92,
      "rural_counties": 48,
      "population": 6785528,
      "rural_population": 1487563,
      "rural_share": 31.8,
      "rural_pop_share": 21.9
    },
    {
      "state": "DE",
      "name": "Delaware",
      "hospitals": 13,
      "rural": 4,
      "critical_access": 0,
      "rural_cah": 0,
      "unmatched": 0,
      "counties": 3,
      "rural_counties": 1,
      "population": 989948,
      "rural_population": 237378,
      "rural_share": 30.8,
      "rural_pop_share": 24.0
    },
    {
      "state": "OH",
      "name": "Ohio",
      "hospitals": 196,
      "rural": 56,
      "critical_access": 33,
      "rural_cah": 22,
      "unmatched": 0,
      "counties": 88,
      "rural_counties": 47,
      "population": 11799448,
      "rural_population": 2135299,
      "rural_share": 28.6,
      "rural_pop_share": 18.1
    },
    {
      "state": "TX",
      "name": "Texas",
      "hospitals": 468,
      "rural": 133,
      "critical_access": 93,
      "rural_cah": 77,
      "unmatched": 0,
      "counties": 254,
      "rural_counties": 168,
      "population": 29145505,
      "rural_population": 2895576,
      "rural_share": 28.4,
      "rural_pop_share": 9.9
    },
    {
      "state": "VA",
      "name": "Virginia",
      "hospitals": 96,
      "rural": 26,
      "critical_access": 8,
      "rural_cah": 7,
      "unmatched": 0,
      "counties": 133,
      "rural_counties": 53,
      "population": 8631393,
      "rural_population": 1068638,
      "rural_share": 27.1,
      "rural_pop_share": 12.4
    },
    {
      "state": "PA",
      "name": "Pennsylvania",
      "hospitals": 187,
      "rural": 43,
      "critical_access": 17,
      "rural_cah": 12,
      "unmatched": 0,
      "counties": 67,
      "rural_counties": 34,
      "population": 13002700,
      "rural_population": 1775199,
      "rural_share": 23.0,
      "rural_pop_share": 13.7
    },
    {
      "state": "NV",
      "name": "Nevada",
      "hospitals": 46,
      "rural": 10,
      "critical_access": 13,
      "rural_cah": 9,
      "unmatched": 0,
      "counties": 17,
      "rural_counties": 12,
      "population": 3104614,
      "rural_population": 230683,
      "rural_share": 21.7,
      "rural_pop_share": 7.4
    },
    {
      "state": "NY",
      "name": "New York",
      "hospitals": 191,
      "rural": 38,
      "critical_access": 20,
      "rural_cah": 13,
      "unmatched": 0,
      "counties": 62,
      "rural_counties": 25,
      "population": 20201249,
      "rural_population": 1389207,
      "rural_share": 19.9,
      "rural_pop_share": 6.9
    },
    {
      "state": "SC",
      "name": "South Carolina",
      "hospitals": 66,
      "rural": 13,
      "critical_access": 3,
      "rural_cah": 2,
      "unmatched": 0,
      "counties": 46,
      "rural_counties": 20,
      "population": 5118425,
      "rural_population": 728561,
      "rural_share": 19.7,
      "rural_pop_share": 14.2
    },
    {
      "state": "AZ",
      "name": "Arizona",
      "hospitals": 107,
      "rural": 17,
      "critical_access": 17,
      "rural_cah": 11,
      "unmatched": 0,
      "counties": 15,
      "rural_counties": 7,
      "population": 7151502,
      "rural_population": 338332,
      "rural_share": 15.9,
      "rural_pop_share": 4.7
    },
    {
      "state": "MD",
      "name": "Maryland",
      "hospitals": 56,
      "rural": 7,
      "critical_access": 0,
      "rural_cah": 0,
      "unmatched": 0,
      "counties": 24,
      "rural_counties": 7,
      "population": 6177224,
      "rural_population": 271920,
      "rural_share": 12.5,
      "rural_pop_share": 4.4
    },
    {
      "state": "AK",
      "name": "Alaska",
      "hospitals": 25,
      "rural": 3,
      "critical_access": 3,
      "rural_cah": 3,
      "unmatched": 22,
      "counties": 30,
      "rural_counties": 27,
      "population": 733391,
      "rural_population": 239408,
      "rural_share": 12.0,
      "rural_pop_share": 32.6
    },
    {
      "state": "CA",
      "name": "California",
      "hospitals": 378,
      "rural": 32,
      "critical_access": 38,
      "rural_cah": 22,
      "unmatched": 0,
      "counties": 58,
      "rural_counties": 21,
      "population": 39538223,
      "rural_population": 859372,
      "rural_share": 8.5,
      "rural_pop_share": 2.2
    },
    {
      "state": "FL",
      "name": "Florida",
      "hospitals": 221,
      "rural": 18,
      "critical_access": 12,
      "rural_cah": 10,
      "unmatched": 0,
      "counties": 67,
      "rural_counties": 22,
      "population": 21538187,
      "rural_population": 658499,
      "rural_share": 8.1,
      "rural_pop_share": 3.1
    },
    {
      "state": "MA",
      "name": "Massachusetts",
      "hospitals": 84,
      "rural": 3,
      "critical_access": 4,
      "rural_cah": 1,
      "unmatched": 0,
      "counties": 14,
      "rural_counties": 3,
      "population": 7029917,
      "rural_population": 105884,
      "rural_share": 3.6,
      "rural_pop_share": 1.5
    },
    {
      "state": "CT",
      "name": "Connecticut",
      "hospitals": 36,
      "rural": 0,
      "critical_access": 0,
      "rural_cah": 0,
      "unmatched": 36,
      "counties": 9,
      "rural_counties": 2,
      "population": 3605944,
      "rural_population": 207851,
      "rural_share": 0.0,
      "rural_pop_share": 5.8
    },
    {
      "state": "DC",
      "name": "District of Columbia",
      "hospitals": 10,
      "rural": 0,
      "critical_access": 0,
      "rural_cah": 0,
      "unmatched": 10,
      "counties": 1,
      "rural_counties": 0,
      "population": 689545,
      "rural_population": 0,
      "rural_share": 0.0,
      "rural_pop_share": 0.0
    },
    {
      "state": "LA",
      "name": "Louisiana",
      "hospitals": 161,
      "rural": 0,
      "critical_access": 0,
      "rural_cah": 0,
      "unmatched": 161,
      "counties": 64,
      "rural_counties": 27,
      "population": 4657757,
      "rural_population": 739197,
      "rural_share": 0.0,
      "rural_pop_share": 15.9
    },
    {
      "state": "NJ",
      "name": "New Jersey",
      "hospitals": 79,
      "rural": 0,
      "critical_access": 0,
      "rural_cah": 0,
      "unmatched": 0,
      "counties": 21,
      "rural_counties": 0,
      "population": 9288994,
      "rural_population": 0,
      "rural_share": 0.0,
      "rural_pop_share": 0.0
    },
    {
      "state": "RI",
      "name": "Rhode Island",
      "hospitals": 13,
      "rural": 0,
      "critical_access": 0,
      "rural_cah": 0,
      "unmatched": 0,
      "counties": 5,
      "rural_counties": 0,
      "population": 1097379,
      "rural_population": 0,
      "rural_share": 0.0,
      "rural_pop_share": 0.0
    }
  ],
  "notes": "Rural means the hospital's county carries USDA ERS Rural-Urban Continuum Code 4 to 9 (nonmetro) for 2023. Critical Access is the CMS facility-level designation. 239 hospitals could not be matched to a county code and are counted in each state's unmatched field rather than assigned to either group. Territories are excluded because ERS publishes no continuum code for them.",
  "sources": {
    "hospitals": "CMS Hospital General Information (data.cms.gov provider-data catalog)",
    "rural_classification": "USDA ERS Rural-Urban Continuum Codes 2023"
  }
}
