ReviewSports medicine (Auckland, N.Z.)2017
Combined Effects of Physical Activity and Obesity on Cognitive Function: Independent, Overlapping, Moderator, and Mediator Models.
Review in Sports medicine (Auckland, N.Z.), 2017. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 21 papers, 1 of them a synthesis that pooled it.
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
21 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Obesity and episodic memory function.The journal of physiological sciences : JPS · 2018Pooled it
- Effects of Acute High-Intensity Interval Exercise and High-Intensity Continuous Exercise on Inhibitory Function of Overweight and Obese Children.International journal of environmental research and public health · 2022Trial
- Exploring the relationship between BMI and cognitive function in older adults: The mediating role of recreational physical activity.Medicine · 2026Article
- Association Between Regular Physical Activity and Food-Specific Inhibitory Control in Young Chinese Adults: An fMRI Study.Nutrients · 2026Article
- Effect of Two Types of Open-Skill Training on Cognitive Functions: The Case of Parkour.European journal of sport science · 2025Article
- Psychological determinants of exercise adherence in individuals with severe obesity awaiting bariatric surgery: what strategies can physical therapists adopt in prehabilitation programs? A scoping review.International journal of obesity (2005) · 2025Article
- The effects of acute exercise on memory: considerations for exercise duration and participant body mass index.Psychological research · 2025Article
- Effect of exercise engagement and cardiovascular risk on neuronal injury.Alzheimer's & dementia : the journal of the Alzheimer's Association · 2023Article
- Cognitive Benefits of Physical Exercise, Physical-Cognitive Training, and Technology-Based Intervention in Obese Individuals with and without Postmenopausal Condition: A Narrative Review.International journal of environmental research and public health · 2022Review
- Brain structural changes and the development of interference control in children with ADHD: The predictive value of physical activity and body mass index.NeuroImage. Clinical · 2022Article
- Exercise Effects on Cognition in Older African Americans: A Pilot Randomized Trial.Frontiers in aging neuroscience · 2022Article
- Physical activity and academic achievement among Norwegian adolescents: Findings from a longitudinal study.Preventive medicine reports · 2021Article
- Physical Fitness Plays a Crucial Mediator Role in Relationships Among Personal, Social, and Lifestyle Factors With Adolescents' Cognitive Performance in a Structural Equation Model. The Cogni-Action Project.Frontiers in pediatrics · 2021Article
- Evaluation of intervention components to maximize outcomes of behavioral obesity treatment delivered online: A factorial experiment following the multiphase optimization strategy framework.Contemporary clinical trials · 2021Article
- Development of Novel Continuous and Interval Exercise Programs by Applying the FITT-VP Principle in Dogs.TheScientificWorldJournal · 2020Article
- Relative Age Effect in the Sport Environment. Role of Physical Fitness and Cognitive Function in Youth Soccer Players.International journal of environmental research and public health · 2019Article
- Association Between Weight Status and Executive Function in Young Adults.Medicina (Kaunas, Lithuania) · 2019Article
- The brain and immune system prompt energy shortage in chronic inflammation and ageing.Nature reviews. Rheumatology · 2017Review
- Article
- Steps to Health in Cognitive Aging: Effects of Physical Activity on Spatial Attention and Executive Control in the Elderly.Frontiers in human neuroscience · 2017Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
5 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
This article reviews studies on physical activity, obesity, and cognition to explore how physical activity and obesity may work independently or together in affecting cognitive function. In particular, we propose six hypotheses derived from four conceptual models to advance our understanding of the combined effects of physical activity and obesity on cognition. The four conceptual models are distinguished by the presumed temporal relationship and the presumed correlation between physical activity and obesity and include an independent model, an overlapping model, a moderator model, and a mediator model. Among the 16 studies testing the effects of physical activity and obesity on cognition in a combined approach, the moderator model, viewing either physical activity or obesity as the potential moderator, was most frequently examined (n = 10), mediator (n = 3) and independent (n = 2) models received relatively less attention, and only a single study used an overlapping model. Results were mixed when considering the moderator, independent, and mediator models. The single study that took an overlapping model approach found support for the model hypothesis. One relevant observation from this review is that the variance within the small extant literature with respect to the choice of conceptual model limits our ability to make assertive conclusions relative to the relations among the examined variables. Given the logic supporting a combined effect of physical activity and obesity on cognition, researchers are encouraged to consider the possible models of the relationship as they design studies to further address this research question.
Indexed as
Identifiers
27439944What 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.