ASB intake and pregnancy outcomes were self-reported, which can lead to recall bias and misclassification. Information on the types of artificial sweeteners used was not collected, limiting the study's ability to investigate the effects of specific LCS.
Mediation analysis limitations
While the study treated BMI as a mediator, reverse causation is possible, where women with higher weight gain might consume more ASBs due to their non-caloric nature. This confounds the mediation analysis.
ASB intake was assessed based on consumption of only three types of beverages. Many other food products contain artificial sweeteners, and these were not accounted for, potentially underestimating total LCS exposure.
Small sample size for PTB analysis
The analysis of the association between ASB intake and preterm birth was limited by a small sample size with fewer observed outcomes, especially for higher ASB intake. This resulted in wide confidence intervals, suggesting the estimates are imprecise and further research with larger samples is needed.
ASB intake was measured at a single point in time in most surveys, not allowing for assessment of change in intake and making causal inference difficult. Also, the ASB assessment questions in the survey were not validated.