Heterogeneous interventions
Many different types of food cues were examined, including anticipation, actual food consumption, rinsing, and modified sham feeding, making comparisons challenging and potentially obscuring any subtle effects of CPIR and CPPPR. This heterogeneity limits the ability to draw clear conclusions about the role and magnitude of these responses to specific food cues.
Small sample sizes in some studies
The review included studies with varying sample sizes (from 4 to 64), which affects the statistical power and generalizability of the findings. Some studies had small sample sizes that might not be sufficient to detect small effects or to represent the population of interest adequately.
Methodological inconsistencies
The studies used different measurement protocols for insulin and PP, including different types of blood samples (plasma or serum), analysis methods (RIA, ELISA, electrochemiluminescence immunoassay), and acclimatization times. These variations introduce measurement error and may influence the observed results.
Inclusion of mixed populations
The review included studies with both healthy participants and those with medical conditions (diabetes, eating disorders) which can affect cephalic phase responses. Combining these populations makes interpreting the findings more complex and limits generalizability to specific groups.
Limited objective measurements
A majority of studies relied on self-reported outcomes, which are subjective and may not reflect actual changes in glucose levels or satiety. Additionally, the reliance on single time-point measurements might not capture the dynamic fluctuations in physiological responses over time.