ArticleBMC public health2016
Physical activity, body mass index and heart rate variability-based stress and recovery in 16 275 Finnish employees: a cross-sectional study.
Article in BMC public health, 2016. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 26 papers, 1 of them a synthesis that pooled it.
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Who cites it
26 citing papers in PubMed, 1 synthesis or guideline pooled it, 58 citations in OpenAlex.
- Association of physical activity and heart rate variability in people with overweight and obesity: A systematic review.F1000Research · 2023Pooled it
- Association of Severe Obesity, Hypertension, and Physical Activity with 24 h Heart Rate Variability in Adults.Journal of cardiovascular development and disease · 2026Article
- Recovery from work and physical activity among Finnish higher education personnel - an online survey study.BMC public health · 2025Article
- Effect of an adapted physical activity program on stress, anxiety, depression in patients with schizophrenia: study protocol of a randomized-controlled trial.European archives of psychiatry and clinical neuroscience · 2024Article
- Heart Rate Variability Applications in Strength and Conditioning: A Narrative Review.Journal of functional morphology and kinesiology · 2024Review
- Lumbar Paravertebral Muscle Pain Management Using Kinesitherapy and Electrotherapeutic Modalities.Healthcare (Basel, Switzerland) · 2024Article
- Effects of aerobic exercise on children's executive function and academic performance: A systematic review and meta-analysis.Heliyon · 2024Article
- Wearable Technology: A Wellbeing Option for Serving Police Officers and Staff? A Comparison of Results of a Pilot Study with Firearms Officers and a Group of Mixed Officers and Staff.International journal of environmental research and public health · 2024Article
- Psychological and Organizational Factors Impacting Job Satisfaction during the COVID-19 Pandemic: A Study on Similar Exposure Groups in Indonesia.Acta medica Philippina · 2024Article
- Motivation, stress, recovery, and physical activity of teachers: discoveries with the Reiss Motivation ProfileZeitschrift fur Gesundheitswissenschaften = Journal of public health · 2023Article
- Article
- The Impact of Body Posture on Heart Rate Strain during Tree Felling.International journal of environmental research and public health · 2022Article
- Stress Management in Pre- and Postoperative Care Amongst Practitioners and Patients in Cardiac Catheterization Laboratory: A Study Protocol.Frontiers in cardiovascular medicine · 2022Article
- Physical Activity under Stress: A Perspective of HAPA and Individual Differences.International journal of environmental research and public health · 2021Article
- The effect of ambient sounds on decision-making and heart rate variability in autism.Autism : the international journal of research and practice · 2021Article
- Influence of Non-Occupational Physical Activity on Burnout Syndrome, Job Satisfaction, Stress and Recovery in Fitness Professionals.International journal of environmental research and public health · 2021Article
- Evidence of Better Psychological Profile in Working Population Meeting Current Physical Activity Recommendations.International journal of environmental research and public health · 2021Article
- Obesity, Nutrition and Heart Rate Variability.International journal of molecular sciences · 2021Review
- Heart Rate Variability and Physical Demands of In-Season Youth Elite Soccer Players.International journal of environmental research and public health · 2021Article
- Transtheoretical Model Is Better Predictor of Physiological Stress than Perceived Stress Scale and Work Ability Index among Office Workers.International journal of environmental research and public health · 2020Article
Corrections and comments
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Authors and funding
7 authors at 3 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundPhysical inactivity, overweight, and work-related stress are major concerns today. Psychological stress causes physiological responses such as reduced heart rate variability (HRV), owing to attenuated parasympathetic and/or increased sympathetic activity in cardiac autonomic control. This study's purpose was to investigate the relationships between physical activity (PA), body mass index (BMI), and HRV-based stress and recovery on workdays, among Finnish employees.
methodsThe participants in this cross-sectional study were 16 275 individuals (6863 men and 9412 women; age 18-65 years; BMI 18.5-40.0 kg/m(2)). Assessments of stress, recovery and PA were based on HRV data from beat-to-beat R-R interval recording (mainly over 3 days). The validated HRV-derived variables took into account the dynamics and individuality of HRV. Stress percentage (the proportion of stress reactions, workday and working hours), and stress balance (ratio between recovery and stress reactions, sleep) describe the amount of physiological stress and recovery, respectively. Variables describing the intensity (i.e. magnitude of recognized reactions) of physiological stress and recovery were stress index (workday) and recovery index (sleep), respectively. Moderate to vigorous PA was measured and participants divided into the following groups, based on calculated weekly PA: inactive (0 min), low (0 < 150 min), medium (150-300 min), and high (>300 min). BMI was calculated from self-reported weight and height. Linear models were employed in the main analyses.
resultsHigh PA was associated with lower stress percentages (during workdays and working hours) and stress balance. Higher BMI was associated with higher stress index, and lower stress balance and recovery index. These results were similar for men and women (P < 0.001 for all).
conclusionIndependent of age and sex, high PA was associated with a lower amount of stress on workdays. Additionally, lower BMI was associated with better recovery during sleep, expressed by a greater amount and magnitude of recovery reactions, which suggests that PA in the long term resulting in improved fitness has a positive effect on recovery, even though high PA may disturb recovery during the following night. Obviously, several factors outside of the study could also affect HRV-based stress.
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