J Phys Act Health. 2019 Apr 1;16(4):267-273. doi: 10.1123/jpah.2018-0135. Epub 2019 Mar 8.
This analysis helps clarify the individual and joint effects of moderate to vigorous physical activity (MVPA) in concert with significant life events (eg, divorce, marriage, job change or loss, pregnancy, etc) on weight following a behavioral weight loss intervention.
Data from the Tracking Study weight loss trial were utilized to perform a 4-way decomposition of moderation and mediation of life events (≥ 1 vs 0) and MVPA (low <2500 kcal vs high ≥ 2500 kcal) on 24-month weight.
The total effect of life events and MVPA on weight was estimated to be 1.63 kg (95% confidence interval = 0.30 to 2.96; P = .02). The controlled direct effect of life events on 24-month weight suggested that experiencing at least one life event controlling for MVPA was associated with an increase of 2.31 kg (95% confidence interval = 0.29 to 4.33) at 24 months. Other interaction and mediation estimates were not statistically significant.
This analysis offers new potential for examining health behaviors that may act as both mediators and effect modifiers of health. Although more work is needed to understand the interaction of life events and MVPA on weight loss maintenance, findings help rule out mediation. Life events and MVPA should be considered for their unique effects on weight loss maintenance in the future.
本分析有助于阐明中度至剧烈体力活动(MVPA)与重大生活事件(例如离婚、结婚、工作变动或失业、怀孕等)在行为减肥干预后对体重的单独和联合影响。
利用追踪研究减肥试验的数据,对生活事件(≥1 次与 0 次)和 MVPA(低 <2500 千卡与高 ≥ 2500 千卡)对 24 个月体重的调节和中介作用进行 4 向分解。
生活事件和 MVPA 对体重的总效应估计为 1.63 公斤(95%置信区间=0.30 至 2.96;P=0.02)。控制 MVPA 后,生活事件对 24 个月体重的直接影响表明,至少经历一次生活事件与 24 个月时体重增加 2.31 公斤(95%置信区间=0.29 至 4.33)相关。其他交互作用和中介作用的估计值没有统计学意义。
这项分析为检查可能既是健康行为的中介又是健康的效应修饰剂的新方法提供了新的潜力。尽管需要更多的工作来了解生活事件和 MVPA 对体重维持的相互作用,但研究结果有助于排除中介作用。未来,应考虑生活事件和 MVPA 对体重维持的独特影响。