Bailey Caitlin P, Elmi Angelo, Qian Jingyi, DiPietro Loretta, Tackney Mia S, Napolitano Melissa A
Prevention and Community Health, The George Washington University Milken Institute School of Public Health.
Biostatistics and Bioinformatics, The George Washington University Milken Institute School of Public Health.
Ann Behav Med. 2025 Jan 4;59(1). doi: 10.1093/abm/kaae084.
This is the first study to examine longitudinal associations between self-selected timing of moderate-to-vigorous physical activity (MVPA) and health outcomes in young adults over 18 months.
Young adults (N = 434, Mage = 23.9, SDage = 4.6 years) enrolled in a weight management trial recorded 4-7 days of ActiGraph wear time at ≥1 time point (baseline, months 6, 12, and 18). Time-of-day categories were based on quartiles of the temporal distribution of MVPA min/h at baseline: morning (06:00-11:59), afternoon (12:00-15:59), evening (16:00-18:59), and night (19:00-00:59). The proportion of weekly MVPA accumulated during each time category was the predictor in longitudinal linear mixed-effects models predicting body mass index (BMI) and total weekly MVPA. Longitudinal quasibinomial generalized estimating equations models predicted cardiometabolic risk. Interactions were tested, and marginal trend estimates were generated for sex and age subgroups.
The analytic sample was 79% female and 49% non-Hispanic White, with a mean (±SD) weekly MVPA of 311 ± 167 min at baseline. In adjusted models, there were no associations with BMI. Morning MVPA was inversely associated with cardiometabolic risk (OR [95% CI]: 0.99 [0.98-0.99]) for both sex and age groups. Evening MVPA was inversely associated with cardiometabolic risk for 26-35 year olds (0.98 [0.97-0.99]). Morning MVPA was associated with greater total MVPA across subgroups, and afternoon MVPA was associated with less total MVPA in women.
Over 18 months, incremental health benefits may accrue with optimal activity timing in young adults. Activity-based interventions designed to improve cardiometabolic and behavioral health outcomes in young adults may be optimized by tailoring timing recommendations to demographic factors.
这是第一项研究18个月以上年轻人自我选择的中等到剧烈身体活动(MVPA)时间与健康结果之间的纵向关联。
参与体重管理试验的年轻人(N = 434,年龄中位数=23.9,年龄标准差=4.6岁)在≥1个时间点(基线、第6、12和18个月)记录了4 - 7天的ActiGraph佩戴时间。一天中的时间段类别基于基线时MVPA分钟/小时的时间分布四分位数:早晨(06:00 - 11:59)、下午(12:00 - 15:59)、晚上(16:00 - 18:59)和夜间(19:00 - 00:59)。在预测体重指数(BMI)和每周总MVPA的纵向线性混合效应模型中,每个时间段内积累的每周MVPA比例是预测变量。纵向拟二项式广义估计方程模型预测心血管代谢风险。测试了交互作用,并为性别和年龄亚组生成了边际趋势估计值。
分析样本中79%为女性,49%为非西班牙裔白人,基线时每周MVPA平均(±标准差)为311±167分钟。在调整模型中,与BMI无关联。早晨的MVPA与心血管代谢风险呈负相关(OR [95% CI]:0.99 [0.98 - 0.99]),在性别和年龄组中均如此。晚上的MVPA与26 - 35岁人群的心血管代谢风险呈负相关(0.98 [0.97 - 0.99])。早晨的MVPA与各亚组中更高的总MVPA相关,而下午的MVPA与女性中更低的总MVPA相关。
在18个月的时间里,年轻人通过优化活动时间可能会获得更多的健康益处。旨在改善年轻人心血管代谢和行为健康结果的基于活动的干预措施,可通过根据人口统计学因素调整时间建议来实现优化。