Center for Preventive Medical Sciences, Chiba University, Chiba-shi, Chiba, Japan.
Design Research Institute, Chiba University, Sumida-ku, Tokyo, Japan.
JAMA Netw Open. 2024 Jan 2;7(1):e2353957. doi: 10.1001/jamanetworkopen.2023.53957.
Because shopping malls are considered safe places for walking, several mall walking programs have been developed. Research on the association between the use of walking programs and the number of daily steps taken is limited.
To evaluate the association between use of a smartphone-based shopping mall walking program and daily steps taken after the COVID-19 pandemic.
DESIGN, SETTING, AND PARTICIPANTS: This cohort study evaluated a nationwide longitudinal data set of 217 344 registered smartphone app users at least 18 years of age residing in Japan. Daily step counts were collected from January 1 to December 31, 2021.
The mall walking program Mall Challenge integrated a global positioning system with a smartphone app's incentive system to reward achieving a goal of 1000 daily steps with lottery-based coupons to win from 0 to 500 shopping points (1 point equaled 1 yen or approximately US $0.01).
Daily step records were collected from the smartphone app's walking program and adjusted for gender and age. Multilevel analyses using mixed-effect linear regression models were used to estimate the coefficients for the association between daily participation in the walking program and daily step counts. Cross-level interaction terms of age and gender by walking program participation were included in one model.
Among the 217 344 registered mall app users (23 638 110 daily step records; 154 616 [71.1%] women; 18 014 [8.3%] participants 65 years or older, and 199 330 [91.7%] adults younger than 65 years), the mean (SD) daily steps were 7415 (4686) on walking program participation days and 5281 (4339) on days without participation in the program. Walking program participation days were associated with 1219 additional daily steps (95% CI, 1205-1232) compared with nonparticipation days after adjusting for gender and age. By geographic region, participation in the walking program was associated with 1130 (95% CI, 1113-1146) more steps in rural malls, 1403 (95% CI, 1379-1428) more steps in suburban malls, and 1433 (95% CI, 1408-1457) more steps in urban malls than nonparticipation. Moreover, participation in the walking program was associated with 1422 (95% CI, 1405-1439) more steps in large malls and 1059 (95% CI, 1041-1077) more steps in small malls compared with nonparticipation. Regarding cross-level interactions, women were associated with walking 728 (95% CI, 698-758) more steps than men, and older adults were associated with walking 228 (95% CI, 183-273) more steps than younger adults on walking program participation days.
This cohort study found that the use of a smartphone-based mall walking program combined with physical shopping mall facilities and lottery-based digital incentive coupons may motivate people to increase their daily number of walking steps.
由于购物中心被认为是散步的安全场所,因此已经开发了几种购物中心步行计划。关于使用步行计划与每天行走步数之间的关联的研究有限。
评估在 COVID-19 大流行后,使用基于智能手机的购物中心步行计划与每天行走步数之间的关联。
设计、设置和参与者:本队列研究评估了一个全国性的纵向数据集中的 217344 名至少 18 岁的注册智能手机应用程序用户,他们居住在日本。从 2021 年 1 月 1 日至 12 月 31 日,每天的步数记录。
Mall Challenge 购物中心步行计划将全球定位系统与智能手机应用程序的激励系统集成在一起,为达到 1000 步的目标提供奖励,并用彩票优惠券奖励 0 至 500 个购物积分(1 分等于 1 日元或大约 0.01 美元)。
每天的步行记录来自智能手机应用程序的步行计划,并根据性别和年龄进行调整。使用混合效应线性回归模型的多层次分析用于估计每天参与步行计划与每天步数之间的关联系数。一个模型中包括了年龄和性别与步行计划参与的交叉水平交互项。
在 217344 名注册的购物中心应用程序用户中(23638110 条每日步记录;154616[71.1%]名女性;18014[8.3%]名 65 岁或以上的参与者和 199330[91.7%]名 65 岁以下的成年人),参与日的平均(SD)步数为 7415(4686),不参与日的平均(SD)步数为 5281(4339)。与不参与相比,参与日与每天增加 1219 步相关(95%CI,1205-1232)。按地理位置区域划分,参与步行计划与农村购物中心多走 1130 步(95%CI,1113-1146)、郊区购物中心多走 1403 步(95%CI,1379-1428)、城市购物中心多走 1433 步(95%CI,1408-1457)。此外,与不参与相比,参与步行计划与大型购物中心多走 1422 步(95%CI,1405-1439)和小型购物中心多走 1059 步(95%CI,1041-1077)。关于交叉水平的相互作用,女性比男性多走 728 步(95%CI,698-758),而老年人比年轻人多走 228 步(95%CI,183-273)。
本队列研究发现,使用基于智能手机的购物中心步行计划结合实体购物中心设施和基于彩票的数字激励优惠券,可能会激励人们增加每天的步行次数。