Related reading
Economic and Legal Impacts
Economic and Legal Impacts Interpretation
Incidence Rates
Incidence Rates Interpretation
Prevention Statistics
Prevention Statistics Interpretation
More related reading
Risk Factors
Risk Factors Interpretation
Victim Demographics
Victim Demographics 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.
Thomas Lindqvist. (2026, February 13). Hot Tub Drowning Statistics. Gitnux. https://gitnux.org/hot-tub-drowning-statistics
Thomas Lindqvist. "Hot Tub Drowning Statistics." Gitnux, 13 Feb 2026, https://gitnux.org/hot-tub-drowning-statistics.
Thomas Lindqvist. 2026. "Hot Tub Drowning Statistics." Gitnux. https://gitnux.org/hot-tub-drowning-statistics.
Sources & References
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cpsc.gov
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cdph.ca.gov
- Reference 3CDCcdc.gov
cdc.gov
- Reference 4FLORIDAHEALTHfloridahealth.gov
floridahealth.gov
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phta.org
- Reference 6DSHSdshs.texas.gov
dshs.texas.gov
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azdhs.gov
- Reference 8DPBHdpbh.nv.gov
dpbh.nv.gov
- Reference 9HEALTHhealth.ny.gov
health.ny.gov
- Reference 10DPHdph.illinois.gov
dph.illinois.gov
- Reference 11PUBMEDpubmed.ncbi.nlm.nih.gov
pubmed.ncbi.nlm.nih.gov
- Reference 12DPHdph.georgia.gov
dph.georgia.gov
- Reference 13DROWNINGPREVENTIONdrowningprevention.ca
drowningprevention.ca
- Reference 14MICHIGANmichigan.gov
michigan.gov
- Reference 15ODHodh.ohio.gov
odh.ohio.gov
- Reference 16HEALTHhealth.pa.gov
health.pa.gov
- Reference 17CDPHEcdphe.colorado.gov
cdphe.colorado.gov
- Reference 18ROYALLIFESAVINGroyallifesaving.com.au
royallifesaving.com.au
- Reference 19SAFETYsafety.army.mil
safety.army.mil
- Reference 20REDCROSSredcross.org
redcross.org
- Reference 21IIIiii.org
iii.org







