Demographic Profiles
Demographic Profiles Interpretation
Economic Consequences
Economic Consequences Interpretation
Health Impacts
Health Impacts Interpretation
Intervention Outcomes
Intervention Outcomes Interpretation
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.
Karl Becker. (2026, February 13). Gambling Addiction Statistics. Gitnux. https://gitnux.org/gambling-addiction-statistics
Karl Becker. "Gambling Addiction Statistics." Gitnux, 13 Feb 2026, https://gitnux.org/gambling-addiction-statistics.
Karl Becker. 2026. "Gambling Addiction Statistics." Gitnux. https://gitnux.org/gambling-addiction-statistics.
Sources & References
- Reference 1NCPGHAMBLINGncpghambling.org
ncpghambling.org
- Reference 2NCBIncbi.nlm.nih.gov
ncbi.nlm.nih.gov
- Reference 3GAMBLINGCOMMISSIONgamblingcommission.gov.uk
gamblingcommission.gov.uk
- Reference 4AIHWaihw.gov.au
aihw.gov.au
- Reference 5CCSAccsa.ca
ccsa.ca
- Reference 6FOLKHALSOMYNDIGHETENfolkhalsomyndigheten.se
folkhalsomyndigheten.se
- Reference 7MSFmsf.gov.sg
msf.gov.sg
- Reference 8THLthl.fi
thl.fi
- Reference 9ISTATistat.it
istat.it
- Reference 10DIAdia.govt.nz
dia.govt.nz
- Reference 11SCIELOscielo.br
scielo.br
- Reference 12BUNDESGESUNDHEITSMINISTERIUMbundesgesundheitsministerium.de
bundesgesundheitsministerium.de
- Reference 13ORDENACIONJUEGOordenacionjuego.es
ordenacionjuego.es
- Reference 14MHLWmhlw.go.jp
mhlw.go.jp
- Reference 15TRIMBOStrimbos.nl
trimbos.nl
- Reference 16FHIfhi.no
fhi.no
- Reference 17GRAgra.ie
gra.ie
- Reference 18INFOinfo.gov.hk
info.gov.hk
- Reference 19KHEAkhea.re.kr
khea.re.kr
- Reference 20GOBgob.mx
gob.mx
- Reference 21PCBpcb.gov.pl
pcb.gov.pl
- Reference 22ESBKesbk.admin.ch
esbk.admin.ch
- Reference 23PTSDptsd.va.gov
ptsd.va.gov
- Reference 24CDCcdc.gov
cdc.gov
- Reference 25NIAAAniaaa.nih.gov
niaaa.nih.gov
- Reference 26CAMHcamh.ca
camh.ca
- Reference 27SAMHSAsamhsa.gov
samhsa.gov
- Reference 28WHOwho.int
who.int
- Reference 29AMERICANPROGRESSamericanprogress.org
americanprogress.org







