Consequences of Non-Adherence
Consequences of Non-Adherence Interpretation
Factors Affecting Adherence
Factors Affecting Adherence Interpretation
Interventions for Improvement
Interventions for Improvement Interpretation
Population-Specific Statistics
Population-Specific Statistics 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.
Elif Demirci. (2026, February 13). Medication Adherence Statistics. Gitnux. https://gitnux.org/medication-adherence-statistics
Elif Demirci. "Medication Adherence Statistics." Gitnux, 13 Feb 2026, https://gitnux.org/medication-adherence-statistics.
Elif Demirci. 2026. "Medication Adherence Statistics." Gitnux. https://gitnux.org/medication-adherence-statistics.
Sources & References
- Reference 1WHOwho.int
who.int
- Reference 2NCBIncbi.nlm.nih.gov
ncbi.nlm.nih.gov
- Reference 3CDCcdc.gov
cdc.gov
- Reference 4ESCARDIOescardio.org
escardio.org
- Reference 5AHAJOURNALSahajournals.org
ahajournals.org
- Reference 6JAMANETWORKjamanetwork.com
jamanetwork.com
- Reference 7CMAJcmaj.ca
cmaj.ca
- Reference 8MJAmja.com.au
mja.com.au
- Reference 9THORAXthorax.bmj.com
thorax.bmj.com
- Reference 10THELANCETthelancet.com
thelancet.com
- Reference 11LINKlink.springer.com
link.springer.com
- Reference 12ERJerj.ersjournals.com
erj.ersjournals.com
- Reference 13OPHTHALMOLOGYGLAUCOMAophthalmologyglaucoma.org
ophthalmologyglaucoma.org
- Reference 14NEUROLOGYneurology.org
neurology.org
- Reference 15REVESPCARDIOLrevespcardiol.org
revespcardiol.org
- Reference 16ARDard.bmj.com
ard.bmj.com
- Reference 17JCOjco.global
jco.global
- Reference 18DIABETESRESEARCHCLINICALPRACTICEdiabetesresearchclinicalpractice.com
diabetesresearchclinicalpractice.com
- Reference 19MALARIAJOURNALmalariajournal.biomedcentral.com
malariajournal.biomedcentral.com
- Reference 20EURJCARDIOLPREVeurjcardiolprev.oxfordjournals.org
eurjcardiolprev.oxfordjournals.org
- Reference 21OSTEOPOROSISosteoporosis.foundation
osteoporosis.foundation
- Reference 22DIABETESJOURNALSdiabetesjournals.org
diabetesjournals.org
- Reference 23HEALTHAFFAIRShealthaffairs.org
healthaffairs.org
- Reference 24NEJMnejm.org
nejm.org
- Reference 25COCHRANELIBRARYcochranelibrary.com
cochranelibrary.com







