Department of Internal Medicine, Yale University School of Medicine, 330 Cedar Street, Boardman 110, P.O. Box 208056, New Haven, CT, 06520, USA.
Department of Psychiatry and Behavioral Science, Stony Brook University, Stony Brook, NY, USA.
Ann Behav Med. 2017 Dec;51(6):799-809. doi: 10.1007/s12160-017-9902-4.
Psychosocial 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.
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.
An 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).
We 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.
The 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.
心理社会压力通过对健康行为的维护产生不利影响,从而导致心脏病,而运动则可以减轻压力。由于缺乏实时数据和理论及统计模型,限制了对压力与运动之间的双向关系的评估。这种不足可能会阻碍促进运动维持的努力。
我们使用实时数据和该关系中的个体差异来检验压力和运动之间的双向关系。
在一项单队列随机对照实验中进行了一项观察性研究。仅间歇性运动的健康年轻成年人(n=79)通过生态瞬时评估(在开始时、结束时和白天)和 Fitbit 进行的连续活动监测,完成了 12 个月的压力监测。使用随机系数线性混合模型来预测当天发生/未发生运动时当天的结束时压力;使用逻辑混合模型来预测预期压力评分时发生/未发生运动。还为每个参与者分别进行了回归分析。敏感性分析测试了所有模型,限制在观察的前 180 天(随机分组之前)。
我们发现运动对压力和压力对运动的影响具有显著的平均反向(即负向)作用。存在显著的个体间差异。在 N=69 中,运动与 15 人的压力降低有关,与 2 人的压力增加有关,与其余人的压力无变化有关。我们还发现,前一天晚上或当天早上报告的预期压力增加与当天运动的可能性显著降低 20-22%(OR=0.78-0.80)有关。在 N=69 中,这种压力增加使 17 人运动的可能性降低,使 1 人运动的可能性增加,而其余人则没有影响。我们无法确定这些影响的个体差异的心理社会因素的调节作用。
压力与运动的关系可以是单向的或双向的,并且因人而异。精准医学方法可能会提高运动的参与率。