Harrison Flo, van Sluijs Esther M F, Corder Kirsten, Ekelund Ulf, Jones Andy
Norwich Medical School & UKCRC Centre for Diet and Activity Research, University of East Anglia, Norwich, UK.
MRC Epidemiology Unit & UKCRC Centre for Diet and Activity Research (CEDAR), University of Cambridge School of Clinical Medicine, Institute of Metabolic Science, Cambridge Biomedical Campus, Box 285, Cambridge, CB2 0QQ, UK.
Int J Behav Nutr Phys Act. 2015 Mar 21;12:41. doi: 10.1186/s12966-015-0202-8.
Weather conditions, along with day length, are proposed as the main drivers of the seasonal patterns in children's physical activity (PA), but little is known about how they affect children at different ages. This study examines the relationship between rainfall and PA in a longitudinal cohort of initially 9-10 year-old children in Norfolk, UK.
Participants were 283 children from the SPEEDY study who wore accelerometers ≤7 days on three occasions in the summer of 2007, 2008 and 2011 at ages 9-10, 10-11, and 13-14y. Daily weather data were obtained for two local weather stations. Relationships between rainfall and PA (moderate-to-vigorous-PA (MVPA; ≥2000) vigorous PA (VPA; ≥4000), counts per minute (cpm)) and sedentary time were assessed in multiple-membership multilevel models. PA was assessed over the whole day, and over parts of the school day; commute time (8 am-9 am and 3 pm-4 pm), lunchtime (12noon-2 pm), and after school (4 pm-9 pm).
At ages 9-10 and 10-11y, PA declined with increasing rainfall, with an average of 14.0 (SE 2.9) and 11.4 (3.0) minutes less MVPA on the wettest days (≥1.7 mm rain) compared to dry days respectively. There was no significant trend in MVPA across rainfall categories at age 13-14 years. Between ages 9-10 and 13-14, MVPA decline was largest on dry days (-15.2 (2.7) minutes). These patterns were also apparent during school lunchtime and after school, however they were not seen during school commute times. Similar patterns were seen for other PA intensities.
Increased rainfall is associated with significant decreases in PA among primary school children, but not secondary school children. PA declines most steeply between the ages of 9-10 and 13-14 on dry days. Interventions to increase activity on wet days may be most relevant at primary schools. Our results also highlight the importance of habitualising behavior to make children more resilient both to bad weather, and potentially age-related decline in activity.
天气状况与日照时长被认为是儿童身体活动(PA)季节性模式的主要驱动因素,但对于它们如何影响不同年龄段的儿童,我们所知甚少。本研究调查了英国诺福克郡一个初始年龄为9至10岁儿童的纵向队列中降雨与身体活动之间的关系。
参与者来自SPEEDY研究中的283名儿童,他们在2007年、2008年和2011年夏天,分别在9至10岁、10至11岁以及13至14岁时,佩戴加速度计≤7天,共三次。从两个当地气象站获取每日天气数据。在多成员多层次模型中评估降雨与身体活动(中度至剧烈身体活动(MVPA;≥2000)、剧烈身体活动(VPA;≥4000)、每分钟计数(cpm))以及久坐时间之间的关系。身体活动评估涵盖全天以及学校一天中的部分时段;通勤时间(上午8点至9点和下午3点至4点)、午餐时间(中午12点至下午2点)以及放学后(下午4点至晚上9点)。
在9至10岁和10至11岁时,身体活动随着降雨量增加而减少,与干燥天气相比,在降雨量最多的日子(≥1.7毫米降雨),中度至剧烈身体活动平均分别减少14.0(标准误2.9)分钟和11.4(3.0)分钟。在13至14岁时,中度至剧烈身体活动在不同降雨类别中没有显著趋势。在9至10岁和13至14岁之间,干燥天气下中度至剧烈身体活动减少最多(-15.2(2.7)分钟)。这些模式在学校午餐时间和放学后也很明显,然而在学校通勤时间未观察到。其他身体活动强度也有类似模式。
降雨增加与小学儿童身体活动显著减少相关,但与中学儿童无关。在干燥天气下,9至10岁和13至14岁之间身体活动下降最为急剧。在雨天增加活动的干预措施可能对小学最为相关。我们的结果还强调了使行为习惯化的重要性,以使儿童对恶劣天气以及潜在的与年龄相关的活动下降更具适应能力。