ArticleFrontiers in nutrition2025
Exploring the impact of BMI and physical activity on caffeine use disorder and nutritional attitudes among adults in Türkiye.
Article in Frontiers in nutrition, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.
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Who cites it
3 citing papers in PubMed.
- Examining the relationship between problematic social media use and caffeine use disorder in the context of physical activity: a cross-sectional moderation study among university students.Frontiers in nutrition · 2026Article
- Nutrition knowledge and healthy-eating attitudes: the role of physical activity and lifestyle factors in adults.Frontiers in nutrition · 2026Article
- Acute effects of combined and isolated caffeine and theanine supplementation on physical and cognitive performance in competitive athletes: a randomized, double-blind, placebo-controlled crossover study.Frontiers in nutrition · 2025Article
Corrections and comments
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Authors and funding
5 authors.
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Abstract
Introduction: This study aimed to examine the relationship between caffeine use disorder and attitudes toward healthy nutrition in relation to individuals' body mass index (BMI) and physical activity levels. It also explored the influence of sociodemographic variables such as age, gender, marital status, and education level. Methods: Data were collected from 509 adults who completed three instruments: the Caffeine Use Disorder Questionnaire (CUDQ), the Attitudes Scale for Healthy Nutrition (ASHN), and a demographic and behavioral survey. BMI was calculated from self-reported height and weight, and participants were classified according to WHO guidelines (underweight, normal, overweight, and obese). Physical activity level was self-reported and categorized as sedentary (0 days/week), low (1-2 days/week), moderate (3-4 days/week), and high (5+ days/week). Descriptive statistics, independent samples t-tests, one-way ANOVA, and Pearson correlation analyses were conducted using SPSS 25. Results: Statistically significant differences were found in ASHN scores based on gender ( Discussion: The findings highlight the role of demographic and lifestyle factors in shaping caffeine consumption patterns and nutritional attitudes. Public health strategies should consider these variables when developing dietary and stimulant-use interventions. Promoting healthy nutrition and responsible caffeine consumption particularly among physically active individuals may enhance long-term health and behavioral outcomes.
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Registered trials
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