ArticleInternational journal of environmental research and public health2022
Do Physical Activity, BMI, and Wellbeing Affect Logical Thinking?
Article in International journal of environmental research and public health, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 10 papers.
What it found
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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.
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Who cites it
10 citing papers in PubMed, 14 citations in OpenAlex.
- Perceptions and motivations toward critical thinking among health science students in northern Saudi Arabia: a cross-sectional study.Scientific reports · 2026Article
- The relationship between secondary school exam performance and lifestyle behaviors at the onset of university education.Scientific reports · 2026Article
- Depression and self-esteem as key factors related to academic motivation in university students.BMC public health · 2026Article
- The relationships between stress, physical activity, mood, cognitive-emotional abilities, personality traits, and sleep.BMC psychiatry · 2025Article
- Beyond lifestyle, logic and empathy: subjective health, mood, emotional intelligence, and personality as keys to well-being for women and men.BMC psychiatry · 2025Article
- The best exercises from top 20 by health-related indicators.Frontiers in public health · 2025Article
- Men and women choose moderate-to-vigorous physical activity and sedentary behaviors with a "hot" mind rather than a "cold" one.BMC public health · 2024Article
- Leisure-time physical activity improves happiness, health, and mood profile better than work-related physical activity.PloS one · 2024Article
- Factors influencing students' happiness, vitality, and self-esteem.Frontiers in psychology · 2024Article
- Physical Activity, Body Image, and Emotional Intelligence Differences in Adults with Overweight and Obesity.Diseases (Basel, Switzerland) · 2023Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
7 authors at 3 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
We studied 6368 people (4544 women and 1824 men; aged 18-74 years). The research goal was to determine whether the Cognitive Reflection Test score (logical thinking compared with intuitive thinking) depends-and in what way it depends-on the healthy lifestyle components and emotional health-related components as well as age (18-74 years) and gender. We established that analytical vs. intuitive thinking depended on components of a healthy lifestyle, physical activity, sleep, eating habits, smoking and alcohol consumption, specificity of sporting activity, body mass index, and emotional health-related components (stress, depression, impulsivity, subjective health, emotional intelligence), as well as age and gender. We found that logical thinking was not associated with sleep, moderate-to-vigorous PA, impulsivity, subjective health, and components of a healthy lifestyle. However, logical thinking decreases with age, gender (higher in men than in women), BMI (decreases in both genders over the second degree of obesity), depression (the more severe depression in women, the worse their logical thinking), sedentary behavior (people who sat for longer periods had more difficulty solving problems), and in professional sportswomen (logical thinking is worse in professional sportswomen than in sedentary women, amateur sportswomen, or women who use gyms). Finally, we determined inverse correlations between logical thinking, emotional intelligence, and stress.
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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.