CIPER -Interdisciplinary Centre for the Study of Human Performance, Faculty of Human Kinetics, University of Lisbon, Lisbon, Portugal.
Comprehensive Health Research Centre, NOVA Medical School, Universidade Nova de Lisboa, Lisbon, Portugal.
J Med Internet Res. 2021 Dec 3;23(12):e25305. doi: 10.2196/25305.
Many weight loss programs show short-term effectiveness, but subsequent weight loss maintenance is difficult to achieve. Digital technologies offer a promising means of delivering behavior change approaches at low costs and on a wide scale. The Navigating to a Healthy Weight (NoHoW) project, which was funded by the European Union's Horizon 2020 research and innovation program, aimed to develop, test, and evaluate a digital toolkit designed to promote successful long-term weight management. The toolkit was tested in an 18-month, large-scale, international, 2×2 factorial (motivation and self-regulation vs emotion regulation) randomized controlled trial that was conducted on adults with overweight or obesity who lost ≥5% of their body weight in the preceding 12 months before enrollment into the intervention.
This paper aims to describe the development of the NoHoW Toolkit, focusing on the logic models, content, and specifications, as well as the results from user testing.
The toolkit was developed by using a systematic approach, which included the development of the theory-based logic models, the selection of behavior change techniques, the translation of these techniques into a web-based app (NoHoW Toolkit components), technical development, and the user evaluation and refinement of the toolkit.
The toolkit included a set of web-based tools and inputs from digital tracking devices (smart scales and activity trackers) and modules that targeted weight, physical activity, and dietary behaviors. The final toolkit comprised 34 sessions that were distributed through 15 modules and provided active content over a 4-month period. The motivation and self-regulation arm consisted of 8 modules (17 sessions), the emotion regulation arm was presented with 7 modules (17 sessions), and the combined arm received the full toolkit (15 modules; 34 sessions). The sessions included a range of implementations, such as videos, testimonies, and questionnaires. Furthermore, the toolkit contained 5 specific data tiles for monitoring weight, steps, healthy eating, mood, and sleep.
A systematic approach to the development of digital solutions based on theory, evidence, and user testing may significantly contribute to the advancement of the science of behavior change and improve current solutions for sustained weight management. Testing the toolkit by using a 2×2 design provided a unique opportunity to examine the effect of motivation and self-regulation and emotion regulation separately, as well as the effect of their interaction in weight loss maintenance.
许多减肥计划在短期内有效,但随后的减肥维持却难以实现。数字技术提供了一种以低成本和大规模提供行为改变方法的有前途的手段。由欧盟地平线 2020 研究和创新计划资助的“导航至健康体重(NoHoW)”项目旨在开发、测试和评估一种数字工具包,旨在促进成功的长期体重管理。该工具包在一项为期 18 个月、大规模、国际性、2×2 析因(动机和自我调节与情绪调节)随机对照试验中进行了测试,该试验针对的是在入组干预前的 12 个月内体重减轻了≥5%的超重或肥胖成年人。
本文旨在描述 NoHoW 工具包的开发,重点介绍逻辑模型、内容和规范,以及用户测试的结果。
该工具包是通过使用系统方法开发的,包括基于理论的逻辑模型的开发、行为改变技术的选择、将这些技术转化为基于网络的应用程序(NoHoW 工具包组件)、技术开发以及对工具包的用户评估和改进。
该工具包包括一组基于网络的工具以及来自数字跟踪设备(智能秤和活动追踪器)的输入和模块,这些工具和模块针对体重、身体活动和饮食行为。最终的工具包包括 34 个会话,分布在 15 个模块中,并在 4 个月的时间内提供活动内容。动机和自我调节臂由 8 个模块(17 个会话)组成,情绪调节臂由 7 个模块(17 个会话)组成,联合臂则接收完整的工具包(15 个模块;34 个会话)。这些会话包括各种实现,例如视频、证词和问卷调查。此外,该工具包还包含 5 个特定的数据模块,用于监测体重、步数、健康饮食、情绪和睡眠。
基于理论、证据和用户测试的数字解决方案的系统方法可能会极大地促进行为改变科学的发展,并改善当前的持续体重管理解决方案。使用 2×2 设计测试工具包为单独检查动机和自我调节以及情绪调节的效果以及它们在减肥维持中的相互作用效果提供了一个独特的机会。