ArticleJournal of food science2026
Sensory Characterization of Cookies With Sugar Replacement by Sweeteners Using the Check-All-That-Apply (CATA) Method.
Article in Journal of food science, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
1 citing paper in PubMed.
- Sensory Characterization of Cookies With Sugar Replacement by Sweeteners Using the Check-All-That-Apply (CATA) Method.Journal of food science · 2026Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
4 authors.
Funding
Abstract
This study investigated the sensory effects of replacing sucrose with blends of xylitol, monk fruit extract (Siraitia grosvenorii, rich in mogrosides), and thaumatin in 16 prototype cookie formulations. A consumer-based check-all-that-apply (CATA) test (n = 62 regular cookie consumers) was conducted, followed by Cochran's Q test, principal component analysis (PCA), and heatmap visualization of attribute citation frequencies. Balanced sweetener systems were defined as formulations that combined an adequate bulk contribution (xylitol) with high-intensity sweeteners (monk fruit and thaumatin) at levels that ensured sweetness equivalence while minimizing off-flavors and structural defects, whereas unbalanced systems lacked this functional complementarity. Twenty-one sensory attributes were evaluated to characterize differences in appearance, texture, and flavor. Significant differences (Cochran's Q, p < 0.05) were observed among formulations. Cookies containing unbalanced sweetener ratios exhibited high frequencies of crumbly, sandy, floury, pale, and unpleasant sensory attributes. In contrast, balanced combinations, particularly formulation F16 (xylitol 6 g, monk fruit 0.04 g, and thaumatin 0.03 g per formulation), were characterized by soft, moist, tasty, buttery, and crispy attributes with minimal defects. PCA explained 57.9% of the total variance and revealed three sensory archetypes: underdeveloped, balanced, and overbrowned cookies. The results demonstrate that sugar replacement in cookies depends not only on the intensity of sweetness but also on the mechanistic balance between bulk, browning potential, and flavor modulation provided by blended sweetener systems.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.