Submitted:
18 July 2025
Posted:
21 July 2025
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Abstract
Keywords:
Introduction
Methods
Results
Discussion
Conclusions
Appendix A. Raw Data
| State | PALC | PDen | PAPGM | MED | RP | RLA | RPD | #PA | %PA | #MD | TM | NN | CV | CC | EN | ON | GE | EM |
| AL | No | 103 | 4 | 2 | 42 | 95.6 | 40.4 | 1312 | 0.7 | 11387 | 33.5 | 68 | 275 | 173 | 74 | 196 | 194 | 460 |
| AK | No | 1 | 0 | 0 | 35 | 100 | 0.4 | 690 | 0.4 | 2152 | 62 | * | 26 | 18 | * | 20 | 13 | 161 |
| AZ | No | 68 | 5 | 2 | 11.5 | 98.1 | 5.8 | 3947 | 2.2 | 18942 | 47.1 | 81 | 399 | 294 | 121 | 306 | 312 | 1045 |
| AR | Yes | 60 | 2 | 2 | 43.9 | 97.9 | 25.1 | 685 | 0.4 | 6842 | 42.4 | 50 | 152 | 81 | 45 | 104 | 97 | 310 |
| CA | No | 255 | 20 | 13 | 5.8 | 94.7 | 12.7 | 14023 | 7.9 | 118491 | 54.3 | 770 | 2324 | 1757 | 992 | 1998 | 1857 | 6155 |
| CO | Yes | 58 | 4 | 1 | 14.4 | 98.5 | 6.8 | 4860 | 2.7 | 17896 | 51 | 101 | 286 | 303 | 114 | 240 | 246 | 1176 |
| CT | Yes | 766 | 6 | 3 | 13.8 | 62.3 | 142 | 3198 | 1.8 | 13728 | 34 | 88 | 395 | 232 | 176 | 285 | 292 | 574 |
| DE | Yes | 548 | 1 | 0 | 17.9 | 79.1 | 97.3 | 523 | 0.3 | 3049 | 38.9 | 31 | 65 | 38 | 21 | 42 | 48 | 155 |
| FL | No | 445 | 16 | 8 | 9.1 | 86.2 | 35.9 | 11821 | 6.6 | 62202 | 39.4 | 390 | 1681 | 1026 | 531 | 1121 | 1221 | 3238 |
| GA | No | 196 | 7 | 4 | 26.6 | 91.7 | 45.8 | 5087 | 2.9 | 26315 | 37.3 | 161 | 632 | 430 | 212 | 403 | 444 | 1322 |
| HI | No | 226 | 1 | 1 | 14 | 93.9 | 18.2 | 502 | 0.3 | 4592 | 58.2 | 25 | 67 | 57 | 21 | 43 | 54 | 302 |
| ID | No | 25 | 1 | 0 | 30.8 | 99.4 | 5.6 | 1548 | 0.9 | 3723 | 49.1 | 27 | 74 | 32 | 14 | 36 | 60 | 258 |
| IL | No | 230 | 9 | 8 | 13.2 | 92.9 | 28.6 | 4738 | 2.7 | 38252 | 43.7 | 329 | 917 | 654 | 383 | 704 | 673 | 1985 |
| IN | No | 195 | 8 | 1 | 28.9 | 93 | 53.7 | 2392 | 1.3 | 16406 | 32.5 | 120 | 386 | 266 | 147 | 265 | 237 | 851 |
| IA | Yes | 58 | 5 | 1 | 37.3 | 98.3 | 20 | 1455 | 0.9 | 7280 | 44.2 | 50 | 161 | 123 | 49 | 109 | 93 | 271 |
| KS | Yes | 37 | 2 | 1 | 28.2 | 98.8 | 9.1 | 1409 | 0.8 | 7073 | 42.7 | 37 | 161 | 115 | 49 | 110 | 91 | 301 |
| KY | No | 117 | 4 | 2 | 41.6 | 96.4 | 47.4 | 1899 | 1.1 | 10945 | 41.4 | 83 | 258 | 190 | 68 | 189 | 194 | 583 |
| LA | No | 107 | 4 | 3 | 29.1 | 95.4 | 29.5 | 1678 | 0.9 | 13036 | 37.8 | 87 | 309 | 211 | 110 | 199 | 226 | 728 |
| ME | Yes | 46 | 1 | 0 | 61.5 | 98.8 | 26.7 | 1098 | 0.6 | 4581 | 40.9 | 13 | 114 | 64 | 30 | 66 | 59 | 301 |
| MD | No | 650 | 5 | 3 | 14.7 | 79.4 | 96 | 3769 | 2.1 | 24517 | 37.8 | 141 | 549 | 471 | 315 | 604 | 431 | 999 |
| MA | No | 924 | 9 | 4 | 8.9 | 61.7 | 109 | 4867 | 2.7 | 33530 | 40.9 | 208 | 899 | 687 | 487 | 906 | 618 | 1382 |
| MI | No | 180 | 10 | 6 | 27.1 | 93.6 | 47.5 | 6983 | 3.9 | 30888 | 43.8 | 146 | 631 | 516 | 258 | 507 | 429 | 2033 |
| MN | Yes | 73 | 5 | 2 | 28.9 | 97.9 | 18.2 | 3818 | 2.1 | 18476 | 50.7 | 89 | 449 | 352 | 177 | 387 | 316 | 865 |
| MS | No | 63 | 2 | 1 | 54.4 | 97.6 | 32.8 | 424 | 0.2 | 5990 | 37.4 | 46 | 132 | 80 | 57 | 92 | 107 | 347 |
| MO | No | 91 | 5 | 4 | 30.8 | 97 | 26.6 | 1739 | 1 | 19228 | 39.1 | 170 | 443 | 450 | 190 | 308 | 318 | 889 |
| MT | Yes | 8 | 1 | 0 | 47.1 | 99.8 | 3 | 949 | 0.5 | 2947 | 47.6 | 14 | 48 | 39 | 16 | 41 | 32 | 210 |
| NE | Yes | 26 | 4 | 2 | 28.1 | 99.3 | 6.4 | 1542 | 0.9 | 4994 | 43.8 | 25 | 112 | 100 | 46 | 84 | 78 | 182 |
| NV | No | 30 | 2 | 3 | 6.2 | 99.3 | 1.4 | 1287 | 0.7 | 6921 | 46 | 41 | 132 | 90 | 61 | 86 | 95 | 438 |
| NH | No | 158 | 2 | 1 | 42.4 | 92.8 | 62.9 | 1117 | 0.6 | 4522 | 43.4 | 15 | 112 | 102 | 32 | 89 | 85 | 281 |
| NJ | No | 1308 | 6 | 4 | 6.3 | 60.3 | 106 | 4664 | 2.6 | 28299 | 34.1 | 201 | 930 | 435 | 341 | 569 | 624 | 1183 |
| NM | No | 18 | 1 | 1 | 24.7 | 99.3 | 3.9 | 966 | 0.5 | 5432 | 49.8 | 35 | 94 | 81 | 40 | 81 | 78 | 371 |
| NY | No | 424 | 29 | 15 | 12.9 | 91.3 | 54.6 | 16168 | 9.1 | 78362 | 32 | 531 | 2304 | 1457 | 906 | 1801 | 1625 | 3360 |
| NC | Yes | 231 | 12 | 4 | 33.3 | 90.5 | 73.5 | 9115 | 5.1 | 29042 | 43.1 | 192 | 677 | 480 | 252 | 599 | 519 | 1557 |
| ND | No | 12 | 1 | 1 | 39.3 | 99.7 | 3.9 | 408 | 0.2 | 1921 | 50 | 18 | 24 | 28 | * | 29 | 25 | 93 |
| OH | Yes | 292 | 17 | 6 | 24 | 89.2 | 69.9 | 5264 | 3 | 36757 | 36.4 | 279 | 841 | 732 | 292 | 630 | 576 | 2011 |
| OK | Yes | 60 | 5 | 1 | 35.8 | 98.1 | 18.8 | 2019 | 1.1 | 8456 | 40.3 | 62 | 176 | 104 | 52 | 120 | 123 | 433 |
| OR | No | 45 | 3 | 1 | 19.7 | 98.9 | 7.7 | 2521 | 1.4 | 13420 | 57 | 62 | 212 | 220 | 94 | 226 | 183 | 851 |
| PA | No | 294 | 31 | 7 | 23.6 | 89.5 | 67.7 | 11471 | 6.4 | 43739 | 41.7 | 348 | 1234 | 849 | 417 | 929 | 855 | 2098 |
| RI | No | 1084 | 2 | 1 | 9.7 | 61.3 | 154 | 618 | 0.3 | 4103 | 42.6 | 25 | 108 | 80 | 36 | 89 | 81 | 244 |
| SC | No | 185 | 5 | 3 | 31.8 | 92.1 | 56.3 | 2730 | 1.5 | 12918 | 39.2 | 70 | 276 | 190 | 92 | 192 | 209 | 888 |
| SD | No | 12 | 1 | 1 | 42.3 | 99.7 | 4.7 | 723 | 0.4 | 2288 | 44.4 | 22 | 38 | 29 | 16 | 33 | 32 | 103 |
| TN | Yes | 177 | 12 | 5 | 34.7 | 93 | 55.6 | 3202 | 1.8 | 18414 | 38.8 | 138 | 447 | 340 | 136 | 337 | 311 | 818 |
| TX | No | 122 | 14 | 13 | 17 | 96.7 | 15.2 | 11687 | 6.6 | 70589 | 47.7 | 579 | 1435 | 1088 | 603 | 1287 | 1195 | 3829 |
| UT | Yes | 43 | 4 | 1 | 10.8 | 98.9 | 3.2 | 2211 | 1.2 | 7812 | 53.4 | 67 | 125 | 120 | 44 | 123 | 117 | 516 |
| VT | No | 70 | 0 | 1 | 66.1 | 98.3 | 42.2 | 478 | 0.3 | 2523 | 45.6 | 13 | 43 | 49 | 19 | 46 | 26 | 147 |
| VA | Yes | 225 | 9 | 4 | 24.9 | 93.3 | 53.3 | 4812 | 2.7 | 23917 | 39.6 | 155 | 507 | 392 | 238 | 376 | 394 | 1292 |
| WA | Yes | 121 | 2 | 2 | 16.6 | 96.4 | 16.7 | 4160 | 2.3 | 22772 | 49.1 | 92 | 359 | 343 | 161 | 438 | 376 | 1238 |
| WV | Yes | 74 | 5 | 2 | 55.2 | 97.3 | 40.6 | 1150 | 0.6 | 5090 | 43.4 | 20 | 110 | 80 | 55 | 72 | 70 | 240 |
| WI | Yes | 111 | 5 | 2 | 33.6 | 96.5 | 32.5 | 3673 | 2.1 | 16759 | 43.9 | 103 | 323 | 256 | 132 | 291 | 248 | 921 |
| WY | No | 6 | 0 | 0 | 37.4 | 99.8 | 2 | 310 | 0.2 | 1265 | 51.7 | * | 25 | * | * | 15 | 12 | 94 |
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| Variable | Beta Coefficient | P value | Odds Ratio |
|---|---|---|---|
| Number of PA Programs | 0.595 | 0.028 | 1.8 |
| Number of PA’s | 0.002 | 0.03 | 1.002 |
| Number of MDs | 0.003 | 0.003 | 1.003 |
| Cardiovascular | -0.046 | 0.011 | 0.955 |
| Gastroenterology | -0.065 | 0.045 | 0.937 |
| Emergency Med | -0.024 | 0.006 | 0.977 |
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