Evidence map›Paper›PMID 27484470›Full record

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.

Tiina Föhr, Julia Pietilä, Elina Helander, Tero Myllymäki, Harri Lindholm, Heikki Rusko, Urho M Kujala

Open access · goldAbstract read
In one paragraph

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.

0numbers the graph read from it
0cells of the map it votes in
26citing papers in PubMed, 1 pooled it
2.2field-weighted citation impact, top 11% of its field
1 · What the graph read from 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.

2 · The registry

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.

3 · Its place in the literature

Who cites it

26 citing papers in PubMed, 1 synthesis or guideline pooled it, 58 citations in OpenAlex.

  1. Pooled it
  2. Article
  3. Article
  4. Article
  5. Review
  6. Article
  7. Article
  8. Article
  9. Article
  10. Motivation, stress, recovery, and physical activity of teachers: discoveries with the Reiss Motivation ProfileZeitschrift fur Gesundheitswissenschaften = Journal of public health · 2023
    Article
  11. Article
  12. The Impact of Body Posture on Heart Rate Strain during Tree Felling.International journal of environmental research and public health · 2022
    Article
  13. Article
  14. Physical Activity under Stress: A Perspective of HAPA and Individual Differences.International journal of environmental research and public health · 2021
    Article
  15. The effect of ambient sounds on decision-making and heart rate variability in autism.Autism : the international journal of research and practice · 2021
    Article
  16. Article
  17. Article
  18. Obesity, Nutrition and Heart Rate Variability.International journal of molecular sciences · 2021
    Review
  19. Heart Rate Variability and Physical Demands of In-Season Youth Elite Soccer Players.International journal of environmental research and public health · 2021
    Article
  20. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

7 authors at 3 institutions in 1 country.

Tiina FöhrDepartment of Health Sciences, University of Jyväskylä, P.O. Box 35, FIN-40014, Jyväskylä, Finland. tiina.fohr@jyu.fi.ORCID 0000-0001-5650-5938
Julia PietiläDepartment of Signal Processing, Tampere University of Technology, P.O. Box 527, FIN-33101, Tampere, Finland.
Elina HelanderDepartment of Signal Processing, Tampere University of Technology, P.O. Box 527, FIN-33101, Tampere, Finland.
Tero MyllymäkiDepartment of Psychology, University of Jyväskylä, P.O. Box 35, FIN-40014, Jyväskylä, Finland.
Harri LindholmFinnish Institute of Occupational Health, P.O. Box 40, FIN-00251, Helsinki, Finland.
Heikki RuskoDepartment of Biology of Physical Activity, University of Jyväskylä, P.O. Box 35, FIN-40014, Jyväskylä, Finland.
Urho M KujalaDepartment of Health Sciences, University of Jyväskylä, P.O. Box 35, FIN-40014, Jyväskylä, Finland.
University of Jyväskylä · FITampere University · FIFinnish Institute of Occupational Health · FI

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

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.

Indexed as

Body Mass IndexEmploymentHeart RateObesityAdultBody WeightCross-Sectional StudiesExerciseFemaleFinlandHumansMaleMiddle AgedOverweightSelf ReportSleepBody mass indexHeart rate variabilityPhysical activityPhysiological stressStressStress assessment

Identifiers

PMID27484470
PMCPMC4971625
OpenAlexW2481318092

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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.