Evidence map›Paper›PMID 28290065›Full record

Observational studyAnnals of behavioral medicine : a publication of the Society of Behavioral Medicine2017

Does Stress Result in You Exercising Less? Or Does Exercising Result in You Being Less Stressed? Or Is It Both? Testing the Bi-directional Stress-Exercise Association at the Group and Person (N of 1) Level.

Matthew M Burg, Joseph E Schwartz, Ian M Kronish, Keith M Diaz, Carmela Alcantara, Joan Duer-Hefele, Karina W Davidson

Open access · bronzeAbstract readObservational Study
In one paragraph

Observational study in Annals of behavioral medicine : a publication of the Society of Behavioral Medicine, 2017. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 44 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
44citing papers in PubMed, 1 pooled it
6.2field-weighted citation impact, top 3% 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

44 citing papers in PubMed, 1 synthesis or guideline pooled it, 93 citations in OpenAlex.

  1. Pooled it
  2. Trial
  3. Trial
  4. Article
  5. Review
  6. Article
  7. Article
  8. Article
  9. Article
  10. Article
  11. Article
  12. Article
  13. Article
  14. Article
  15. Review
  16. Article
  17. Article
  18. The Perceived Stress Scale as a Measure of Stress: Decomposing Score Variance in Longitudinal Behavioral Medicine Studies.Annals of behavioral medicine : a publication of the Society of Behavioral Medicine · 2023
    Observational
  19. Article
  20. Review
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.

Matthew M BurgDepartment of Internal Medicine, Yale University School of Medicine, 330 Cedar Street, Boardman 110, P.O. Box 208056, New Haven, CT, 06520, USA. matthew.burg@yale.edu.
Joseph E SchwartzDepartment of Psychiatry and Behavioral Science, Stony Brook University, Stony Brook, NY, USA.
Ian M KronishCenter for Behavioral Cardiovascular Health, Columbia University Medical Center, New York, NY, USA.
Keith M DiazCenter for Behavioral Cardiovascular Health, Columbia University Medical Center, New York, NY, USA.
Carmela AlcantaraColumbia School of Social Work, Columbia University, New York, NY, USA.
Joan Duer-HefeleCenter for Behavioral Cardiovascular Health, Columbia University Medical Center, New York, NY, USA.
Karina W DavidsonCenter for Behavioral Cardiovascular Health, Columbia University Medical Center, New York, NY, USA.
Columbia University Irving Medical Center · USColumbia University · USYale University · US

Funding

Yale Clinical and Translational Science Award (U Component)UL1TR001863 · NCATS · YALE UNIVERSITY · PI John H. Krystal, LUCILA OHNO-MACHADO · 2016 to 2026
$102.9M
Ecological Link of Psychosocial Stress to Exercise: Personalized PathwaysR01HL115941 · NHLBI · COLUMBIA UNIVERSITY HEALTH SCIENCES · PI BURG, MATTHEW M, DAVIDSON, KARINA W. · 2012 to 2014
$1.7M
Identifying Novel Behavioral Targets for Improving Sleep: A Self-Regulation ModelK23HL125748 · NHLBI · COLUMBIA UNIV NEW YORK MORNINGSIDE · PI ALCANTARA, CARMELA · 2015 to 2019
$924k
National Institutes of Health (US) R01HL115941NCATS NIH HHS UL1 TR001863NHLBI NIH HHS K23 HL125748NHLBI NIH HHS R01 HL115941
6 · The paper itself

Abstract

backgroundPsychosocial stress contributes to heart disease in part by adversely affecting maintenance of health behaviors, while exercise can reduce stress. Assessing the bi-directional relationship between stress and exercise has been limited by lack of real-time data and theoretical and statistical models. This lack may hinder efforts to promote exercise maintenance. PURPOSE: We test the bi-directional relationship between stress and exercise using real-time data for the average person and the variability-individual differences-in this relationship.

methodsAn observational study was conducted within a single cohort randomized controlled experiment. Healthy young adults, (n = 79) who reported only intermittent exercise, completed 12 months of stress monitoring by ecological momentary assessment (at the beginning of, end of, and during the day) and continuous activity monitoring by Fitbit. A random coefficients linear mixed model was used to predict end-of-day stress from the occurrence/non-occurrence of exercise that day; a logistic mixed model was used to predict the occurrence/non-occurrence of exercise from ratings of anticipated stress. Separate regression analyses were also performed for each participant. Sensitivity analysis tested all models, restricted to the first 180 days of observation (prior to randomization).

resultsWe found a significant average inverse (i.e., negative) effect of exercise on stress and of stress on exercise. There was significant between-person variability. Of N = 69, exercise was associated with a stress reduction for 15, a stress increase for 2, and no change for the remainder. We also found that an increase in anticipated stress reported the previous night or that morning was associated with a significant 20-22% decrease (OR = 0.78-0.80) in the odds of exercising that day. Of N = 69, this increase in stress reduced the likelihood of exercise for 17, increased the odds for 1, and had no effect for the remainder. We were unable to identify psychosocial factors that moderate the individual differences in these effects.

conclusionsThe relationship of stress to exercise can be uni- or bi-directional and varies from person to person. A precision medicine approach may improve exercise uptake.

Indexed as

ExerciseOutcome Assessment, Health CareStress, PsychologicalActigraphyAdultEcological Momentary AssessmentFemaleHumansMaleRandomized Controlled Trials as TopicExerciseStress

Identifiers

PMID28290065
PMCPMC5597451
OpenAlexW2596715409

What OpenQuestion holds

Textmetadata
LicenceTDM
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.