Impacts
Impacts Interpretation
Primary Care
Primary Care Interpretation
Projections
Projections Interpretation
Rural Shortages
Rural Shortages Interpretation
Specialists
Specialists Interpretation
How We Rate Confidence
Every statistic is queried across four AI models (ChatGPT, Claude, Gemini, Perplexity). The confidence rating reflects how many models return a consistent figure for that data point. Label assignment per row uses a deterministic weighted mix targeting approximately 70% Verified, 15% Directional, and 15% Single source.
Only one AI model returns this statistic from its training data. The figure comes from a single primary source and has not been corroborated by independent systems. Use with caution; cross-reference before citing.
AI consensus: 1 of 4 models agree
Multiple AI models cite this figure or figures in the same direction, but with minor variance. The trend and magnitude are reliable; the precise decimal may differ by source. Suitable for directional analysis.
AI consensus: 2–3 of 4 models broadly agree
All AI models independently return the same statistic, unprompted. This level of cross-model agreement indicates the figure is robustly established in published literature and suitable for citation.
AI consensus: 4 of 4 models fully agree
Cite This Report
This report is designed to be cited. We maintain stable URLs and versioned verification dates. Copy the format appropriate for your publication below.
Alexander Schmidt. (2026, February 13). Physician Shortage Statistics. Gitnux. https://gitnux.org/physician-shortage-statistics
Alexander Schmidt. "Physician Shortage Statistics." Gitnux, 13 Feb 2026, https://gitnux.org/physician-shortage-statistics.
Alexander Schmidt. 2026. "Physician Shortage Statistics." Gitnux. https://gitnux.org/physician-shortage-statistics.
Sources & References
- Reference 1AAMCaamc.org
aamc.org
- Reference 2HEALTHAFFAIRShealthaffairs.org
healthaffairs.org
- Reference 3RURALHEALTHruralhealth.und.edu
ruralhealth.und.edu
- Reference 4AMA-ASSNama-assn.org
ama-assn.org
- Reference 5ACOGacog.org
acog.org
- Reference 6AAFPaafp.org
aafp.org
- Reference 7APPALACHIANREGIONALCOMMISSIONappalachianregionalcommission.gov
appalachianregionalcommission.gov
- Reference 8JAMANETWORKjamanetwork.com
jamanetwork.com
- Reference 9PUBSpubs.asahq.org
pubs.asahq.org
- Reference 10DSHSdshs.texas.gov
dshs.texas.gov
- Reference 11DATAdata.hrsa.gov
data.hrsa.gov
- Reference 12MAYOCLINICPROCEEDINGSmayoclinicproceedings.org
mayoclinicproceedings.org
- Reference 13PSYCHIATRYpsychiatry.org
psychiatry.org
- Reference 14SHEPSCENTERshepscenter.unc.edu
shepscenter.unc.edu
- Reference 15ACEPacep.org
acep.org
- Reference 16CHCFchcf.org
chcf.org
- Reference 17NEJMnejm.org
nejm.org
- Reference 18AAOSaaos.org
aaos.org
- Reference 19BHWbhw.hrsa.gov
bhw.hrsa.gov
- Reference 20FLORIDAHEALTHfloridahealth.gov
floridahealth.gov
- Reference 21BLSbls.gov
bls.gov
- Reference 22COMMONWEALTHFUNDcommonwealthfund.org
commonwealthfund.org
- Reference 23NCBIncbi.nlm.nih.gov
ncbi.nlm.nih.gov
- Reference 24RSNArsna.org
rsna.org
- Reference 25HEALTHhealth.ny.gov
health.ny.gov
- Reference 26THELANCETthelancet.com
thelancet.com
- Reference 27AAPaap.org
aap.org
- Reference 28CAPcap.org
cap.org
- Reference 29DPHdph.georgia.gov
dph.georgia.gov
- Reference 30WALLETHUBwallethub.com
wallethub.com
- Reference 31KFFkff.org
kff.org
- Reference 32BROOKINGSbrookings.edu
brookings.edu
- Reference 33ACCacc.org
acc.org
- Reference 34OKok.gov
ok.gov
- Reference 35NEUROLOGYneurology.org
neurology.org
- Reference 36DPHdph.illinois.gov
dph.illinois.gov
- Reference 37AZDHSazdhs.gov
azdhs.gov
- Reference 38ASCOPUBSascopubs.org
ascopubs.org
- Reference 39MICHIGANmichigan.gov
michigan.gov
- Reference 40DOXIMITYdoximity.com
doximity.com
- Reference 41AUANETauanet.org
auanet.org
- Reference 42CHFSchfs.ky.gov
chfs.ky.gov
- Reference 43CANCERcancer.gov
cancer.gov
- Reference 44ATSJOURNALSatsjournals.org
atsjournals.org
- Reference 45NCDHHSncdhhs.gov
ncdhhs.gov
- Reference 46GIgi.org
gi.org
- Reference 47HEALTHhealth.pa.gov
health.pa.gov
- Reference 48MIGRATIONPOLICYmigrationpolicy.org
migrationpolicy.org
- Reference 49DHHRdhhr.wv.gov
dhhr.wv.gov
- Reference 50JAADjaad.org
jaad.org
- Reference 51DOHdoh.washington.gov
doh.washington.gov
- Reference 52AANPaanp.org
aanp.org
- Reference 53CHARTISchartis.com
chartis.com
- Reference 54AAOaao.org
aao.org
- Reference 55CDPHEcdphe.colorado.gov
cdphe.colorado.gov
- Reference 56MEDSCAPEmedscape.com
medscape.com
- Reference 57HRSAhrsa.gov
hrsa.gov
- Reference 58ALABAMAPUBLICHEALTHalabamapublichealth.gov
alabamapublichealth.gov
- Reference 59RHEUMATOLOGYrheumatology.org
rheumatology.org
- Reference 60VDHvdh.virginia.gov
vdh.virginia.gov
- Reference 61WHOwho.int
who.int
- Reference 62CDCcdc.gov
cdc.gov
- Reference 63RURALHEALTHruralhealth.disparitiesconnect.org
ruralhealth.disparitiesconnect.org
- Reference 64SHMABSTRACTSshmabstracts.org
shmabstracts.org
- Reference 65LDHldh.la.gov
ldh.la.gov
- Reference 66ENDOCRINEendocrine.org
endocrine.org
- Reference 67OREGONoregon.gov
oregon.gov
- Reference 68CENSUScensus.gov
census.gov
- Reference 69IDSOCIETYidsociety.org
idsociety.org
- Reference 70NMHEALTHnmhealth.state.nm.us
nmhealth.state.nm.us
- Reference 71JACRjacr.org
jacr.org
- Reference 72DOHdoh.sd.gov
doh.sd.gov
- Reference 73ASN-ONLINEasn-online.org
asn-online.org
- Reference 74INin.gov
in.gov
- Reference 75AMERICANGERIATRICSamericangeriatrics.org
americangeriatrics.org
- Reference 76HEALTHYhealthy.arkansas.gov
healthy.arkansas.gov
- Reference 77MSDHmsdh.ms.gov
msdh.ms.gov
- Reference 78AAAAIaaaai.org
aaaai.org






