An Oral-Fluid THC Meta-Analysis Separated Bivariate Associations From Adjusted Findings
A 2024 individual-participant meta-analysis found that some oral-fluid THC associations changed after statistical adjustment. Dose, use frequency and inhaled rather than ingested administration remained associated with higher concentrations, while some other associations appeared only in bivariate analyses.
The pooled data contained repeated observations
Seven controlled-administration studies contributed 1,157 observations. That is an observation count, not a count of 1,157 different participants. The analysis required individual concentration data at multiple time points and confirmatory measurements, which shaped the eligible evidence.
Adjustment narrowed the interpretation
Sex and a collection-device comparison were significant only in the reported bivariate analyses. Their disappearance from the adjusted findings limits an assertion of an independently demonstrated effect. It does not prove those variables never matter under other designs or conditions.
The concentration distributions were widely spread
Oral-fluid THC declined over time but remained dispersed and positively skewed at each time point. Most studies did not observe participants beyond 24 hours, while one documented later positives. These features limit using one concentration as an exact clock or impairment measure.
Interpreting the evidence
The useful inference preserves the model, variables and sampling schedule. An unadjusted association is not automatically an independent cause of a result. This synthesis does not supply a reliable reverse calculation of use time or a personal impairment threshold.
Related reading: interpreting cannabis tolerance claims.
Research reference
Scott Macdonald; Jinhui Zhao (2024). Concentrations of Delta 9-tetrahydrocannabinol (THC) in oral fluid at different time points after use: An individual participant meta-analysis. Heliyon. doi:10.1016/j.heliyon.2024.e39873.
This discussion draws on the abstract and introductory material in the supplied research synthesis.



