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Cluster analysis reveals high glycemic and insulin loads correlate with poor eating behaviors, suggesting strategies for behavioral regulation.
Abstract BackgroundAlthough eating behavior may be influenced by the type and amount of carbohydrates and insulin-stimulating nutrients consumed, studies specifically addressing these dietary characteristics in relation to eating behavior are extremely limited. Therefore, the purpose of this study was to investigate the connections between different aspects of adult eating behavior and dietary glycemic and insulinemic indices.MethodsA total of 561 healthy adults aged 19–64 years were assessed in this study. Dietary intake was evaluated with a semiquantitative food frequency questionnaire, and glycemic index (GI), glycemic load (GL), insulin index (II), and insulin load (IL) were calculated. Participants were categorized into three clusters based on their dietary glycemic parameters (GI, GL, and carbohydrate intake) and separately into three clusters based on insulinemic parameters (II, IL, and energy intake) using k-means clustering. Eating behavior was evaluated using the Three-Factor Eating Questionnaire-Revised 18 (TFEQ-R18) and the Food Cravings Questionnaire-Trait (FCQ-T).ResultsParticipants in the high-GL cluster exhibited significantly higher emotional and uncontrolled eating scores, along with greater susceptibility to food-related cues, negative emotions, and guilt (p < 0.05). Similarly, individuals in the high-IL cluster reported elevated scores in emotional and uncontrolled eating and food craving subscales related to positive and negative reinforcement, emotional triggers, and loss of control (p < 0.05). In contrast, both in low GI/GL and in low-II/IL clusters displayed more favorable eating behavioral patterns. These associations remained significant after adjusting for confounders.ConclusionIncreased food cravings and maladaptive eating patterns are associated with diets that have higher glycemic or insulin loads. Beyond merely controlling energy intake, dietary interventions that are self-regarding glycemic and insulinemic properties may improve behavioral regulation of eating.
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Açıkgöz et al. (2025) studied this question.
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