ArticleInternational journal of psychophysiology : official journal of the International Organization of Psychophysiology2015
Integrating affective and cognitive correlates of heart rate variability: A structural equation modeling approach.
Article in International journal of psychophysiology : official journal of the International Organization of Psychophysiology, 2015. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 12 papers, 1 of them a synthesis that pooled it.
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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
12 citing papers in PubMed, 1 synthesis or guideline pooled it.
- The unity and diversity of executive functions: A systematic review and re-analysis of latent variable studies.Psychological bulletin · 2018Pooled it
- Emerging trends and clinical challenges in AI-enhanced emotion diagnosis using physiological data.Medical & biological engineering & computing · 2026Review
- Vagally mediated heart rate variability modulates the association between the perceived workload and the Stroop effect on behavioral performance.Physiological reports · 2025Article
- Article
- Distinct components of cardiovascular health are linked with age-related differences in cognitive abilities.Scientific reports · 2023Article
- The Structure of Self-Regulation and Its Psychological and Physical Health Correlates in Older Adults.Collabra. Psychology · 2020Article
- Vagal Flexibility Mediates the Association Between Resting Vagal Activity and Cognitive Performance Stability Across Varying Socioemotional Demands.Frontiers in psychology · 2020Article
- Heart and Brain Interaction of Psychiatric Illness: A Review Focused on Heart Rate Variability, Cognitive Function, and Quantitative Electroencephalography.Clinical psychopharmacology and neuroscience : the official scientific journal of the Korean College of Neuropsychopharmacology · 2019Article
- Heart Rate Variability and Cognitive Function: A Systematic Review.Frontiers in neuroscience · 2019Review
- Inflexibility as a Vulnerability to Depression: A Systematic Qualitative Review.Clinical psychology : a publication of the Division of Clinical Psychology of the American Psychological Association · 2017Article
- Female Listeners' Autonomic Responses to Dramatic Shifts Between Loud and Soft Music/Sound Passages: A Study of Heavy Metal Songs.Frontiers in psychology · 2016Article
- Executive Cognitive Functioning and Cardiovascular Autonomic Regulation in a Population-Based Sample of Working Adults.Frontiers in psychology · 2016Article
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Authors and funding
4 authors.
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Abstract
High frequency heart rate variability (HRV) is a measure of neurocardiac communication thought to reflect predominantly parasympathetic cardiac regulation. Low HRV has been associated empirically with clinical and subclinical levels of anxiety and depression and, more recently, high levels of HRV have been associated with better performance on some measures of executive functioning (EF). These findings have offered support for theories proposing HRV as an index measure of a broad, self-regulatory capacity underlying aspects of emotion regulation and executive control. This study sought to test that proposition by using a structural equation modeling approach to examine the relationships of HRV to negative affect (NA) and EF in a large sample of U.S. adults ages 30s-80s. HRV was modeled as a predictor of an NA factor (self-reported trait anxiety and depression symptoms) and an EF factor (performance on three neuropsychological tests tapping facets of executive abilities). Alternative models also were tested to determine the utility of HRV for predicting NA and EF, with and without statistical control of demographic and health-related covariates. In the initial structural model, HRV showed a significant positive relationship to EF and a nonsignificant relationship to NA. In a covariate-adjusted model, HRV's associations with both constructs were nonsignificant. Age emerged as the only significant predictor of NA and EF in the final model, showing inverse relationships to both. Findings may reflect population and methodological differences from prior research; they also suggest refinements to the interpretations of earlier findings and theoretical claims regarding HRV.
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