Demographic Breakdowns
Demographic Breakdowns Interpretation
Health and Mortality Impacts
Health and Mortality Impacts Interpretation
Prevalence Rates
Prevalence Rates Interpretation
Substance Types
Substance Types Interpretation
Treatment Access and Outcomes
Treatment Access and Outcomes 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.
Henrik Dahl. (2026, February 13). Homeless Substance Abuse Statistics. Gitnux. https://gitnux.org/homeless-substance-abuse-statistics
Henrik Dahl. "Homeless Substance Abuse Statistics." Gitnux, 13 Feb 2026, https://gitnux.org/homeless-substance-abuse-statistics.
Henrik Dahl. 2026. "Homeless Substance Abuse Statistics." Gitnux. https://gitnux.org/homeless-substance-abuse-statistics.
Sources & References
- Reference 1HUDUSERhuduser.gov
huduser.gov
- Reference 2LAHSAlahsa.org
lahsa.org
- Reference 3NLIHCnlihc.org
nlihc.org
- Reference 4NYCwww1.nyc.gov
www1.nyc.gov
- Reference 5SAMHSAsamhsa.gov
samhsa.gov
- Reference 6SFsf.gov
sf.gov
- Reference 7FILESfiles.hudexchange.info
files.hudexchange.info
- Reference 8CDCcdc.gov
cdc.gov
- Reference 9KINGCOUNTYkingcounty.gov
kingcounty.gov
- Reference 10ENDHOMELESSNESSendhomelessness.org
endhomelessness.org
- Reference 11CHICAGOHOMELESSchicagohomeless.org
chicagohomeless.org
- Reference 12JAMANETWORKjamanetwork.com
jamanetwork.com
- Reference 13BOSTONboston.gov
boston.gov
- Reference 14NIDAnida.nih.gov
nida.nih.gov
- Reference 15PHILAphila.gov
phila.gov
- Reference 16DENVERGOVdenvergov.org
denvergov.org
- Reference 17GAOgao.gov
gao.gov
- Reference 18PORTLANDportland.gov
portland.gov
- Reference 19RANDrand.org
rand.org
- Reference 20ATLANTAHOMELESSatlantahomeless.org
atlantahomeless.org
- Reference 21WHOwho.int
who.int
- Reference 22MIAMIDADEmiamidade.gov
miamidade.gov
- Reference 23URBANurban.org
urban.org
- Reference 24HACDNhacdn.org
hacdn.org
- Reference 25KFFkff.org
kff.org
- Reference 26DETROITMIdetroitmi.gov
detroitmi.gov
- Reference 27ASPEaspe.hhs.gov
aspe.hhs.gov
- Reference 28CHAPINHALLchapinhall.org
chapinhall.org
- Reference 29CDPHcdph.ca.gov
cdph.ca.gov







