Related reading
Common Conditions
Common Conditions Interpretation
More related reading
Economic Costs
Economic Costs Interpretation
More related reading
Patient Demographics
Patient Demographics Interpretation
More related reading
Policy and Prevention
Policy and Prevention Interpretation
More related reading
Prevalence Rates
Prevalence Rates 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.
Emilia Santos. (2026, February 13). Unnecessary Emergency Room Visits Statistics. Gitnux. https://gitnux.org/unnecessary-emergency-room-visits-statistics
Emilia Santos. "Unnecessary Emergency Room Visits Statistics." Gitnux, 13 Feb 2026, https://gitnux.org/unnecessary-emergency-room-visits-statistics.
Emilia Santos. 2026. "Unnecessary Emergency Room Visits Statistics." Gitnux. https://gitnux.org/unnecessary-emergency-room-visits-statistics.
Sources & References
- Reference 1CDCcdc.gov
cdc.gov
- Reference 2JAMANETWORKjamanetwork.com
jamanetwork.com
- Reference 3AHRQahrq.gov
ahrq.gov
- Reference 4OAHPPoahpp.ca
oahpp.ca
- Reference 5HEALTHAFFAIRShealthaffairs.org
healthaffairs.org
- Reference 6RURALHEALTHruralhealth.und.edu
ruralhealth.und.edu
- Reference 7FLORIDAHEALTHfloridahealth.gov
floridahealth.gov
- Reference 8CMScms.gov
cms.gov
- Reference 9KFFkff.org
kff.org
- Reference 10DSHSdshs.texas.gov
dshs.texas.gov
- Reference 11HEALTHhealth.ny.gov
health.ny.gov
- Reference 12VAva.gov
va.gov
- Reference 13HCUP-UShcup-us.ahrq.gov
hcup-us.ahrq.gov
- Reference 14MASSmass.gov
mass.gov
- Reference 15AHAaha.org
aha.org
- Reference 16DHCFPdhcfp.nv.gov
dhcfp.nv.gov
- Reference 17PUBLICATIONSpublications.aap.org
publications.aap.org
- Reference 18URBANurban.org
urban.org
- Reference 19NCBIncbi.nlm.nih.gov
ncbi.nlm.nih.gov
- Reference 20MGMAmgma.com
mgma.com
- Reference 21SHEPSCENTERshepscenter.unc.edu
shepscenter.unc.edu
- Reference 22HFShfs.illinois.gov
hfs.illinois.gov
- Reference 23ODHodh.ohio.gov
odh.ohio.gov
- Reference 24HEALTHYCHILDRENhealthychildren.org
healthychildren.org
- Reference 25ACADEMICMEDICINEacademicmedicine.org
academicmedicine.org
- Reference 26ATSJOURNALSatsjournals.org
atsjournals.org
- Reference 27ACADEMICacademic.oup.com
academic.oup.com
- Reference 28JADAjada.ada.org
jada.ada.org
- Reference 29NEJMnejm.org
nejm.org
- Reference 30PEDIATRICSpediatrics.aappublications.org
pediatrics.aappublications.org
- Reference 31NEUROLOGYneurology.org
neurology.org
- Reference 32GASTROJOURNALgastrojournal.org
gastrojournal.org
- Reference 33ANNEMERGMEDannemergmed.com
annemergmed.com
- Reference 34ACPJOURNALSacpjournals.org
acpjournals.org
- Reference 35JACIONLINEjacionline.org
jacionline.org
- Reference 36ENTNETentnet.org
entnet.org
- Reference 37BJSMbjsm.bmj.com
bjsm.bmj.com
- Reference 38ENTTODAYenttoday.org
enttoday.org
- Reference 39AAFPaafp.org
aafp.org
- Reference 40JAADjaad.org
jaad.org
- Reference 41JFASjfas.org
jfas.org
- Reference 42ACOGacog.org
acog.org
- Reference 43GIEJOURNALgiejournal.org
giejournal.org
- Reference 44JHANDTHERAPYjhandtherapy.org
jhandtherapy.org
- Reference 45AMILamil.com
amil.com
- Reference 46ACEPacep.org
acep.org
- Reference 47AHCAahca.myflorida.com
ahca.myflorida.com
- Reference 48HEALTHCARECOSTMONITORhealthcarecostmonitor.com
healthcarecostmonitor.com
- Reference 49RURALHEALTHruralhealth.usask.ca
ruralhealth.usask.ca
- Reference 50RANDrand.org
rand.org
- Reference 51DHCSdhcs.ca.gov
dhcs.ca.gov
- Reference 52EMSems.gov
ems.gov
- Reference 53AAMCaamc.org
aamc.org
- Reference 54HHSChhsc.texas.gov
hhsc.texas.gov
- Reference 55COMMONWEALTHFUNDcommonwealthfund.org
commonwealthfund.org
- Reference 56GAOgao.gov
gao.gov
- Reference 57MEDICAIDmedicaid.gov
medicaid.gov
- Reference 58BROOKINGSbrookings.edu
brookings.edu
- Reference 59RURALHEALTHINFOruralhealthinfo.org
ruralhealthinfo.org
- Reference 60HEALTHPOLICYhealthpolicy.fsi.stanford.edu
healthpolicy.fsi.stanford.edu
- Reference 61DIABETESJOURNALSdiabetesjournals.org
diabetesjournals.org
- Reference 62OBESITYobesity.org
obesity.org
- Reference 63SLEEPFOUNDATIONsleepfoundation.org
sleepfoundation.org
- Reference 64ACHAacha.org
acha.org
- Reference 65NIDAnida.nih.gov
nida.nih.gov
- Reference 66MILITARYHEALTHmilitaryhealth.bmj.com
militaryhealth.bmj.com
- Reference 67AJPajp.psychiatryonline.org
ajp.psychiatryonline.org
- Reference 68HEALTHMANAGEMENTASSOCIATEShealthmanagementassociates.com
healthmanagementassociates.com
- Reference 69SCHOOLHEALTHschoolhealth.org
schoolhealth.org
- Reference 70CAMDENHEALTHcamdenhealth.org
camdenhealth.org
- Reference 71JMIRjmir.org
jmir.org
- Reference 72JAMIAjamia.oxfordjournals.org
jamia.oxfordjournals.org







