Suppr超能文献

一项针对“每日成长”的随机对照试验和非随机对照试验方案:一款为2至5岁儿童的父母及照料者打造的个性化“生态瞬时干预”育儿应用程序。

Protocol for a randomized and a non-randomized controlled trial testing Daily Growth: a personalised 'ecological momentary intervention' parenting app for parents and carers of children aged 2-5 years.

作者信息

Westrupp Elizabeth M, Bates Maria, Bufton Kelsie J, Berkowitz Tomer B, Popple Melody, King Gabriella L, Jones Sara, Stone Jem, Kupper Joost J C Funke, Toumbourou John W, Karmakar Chandan, Havighurst Sophie S, Kehoe Christiane E, Angelova Maia, O'Shea Melissa, Tarrant Leslie, Olive Lisa S, Evans Subhadra, Ewald Stefanie, Mikocka Julia M, Little Keri, Hesketh Kylie D, Fuller-Tyszkiewicz Matthew

机构信息

School of Psychology, Deakin University, Burwood, VIC, Australia.

SEED Lifespan Strategic Research Centre, Deakin University, Burwood, VIC, Australia.

出版信息

BMC Psychol. 2025 Jul 1;13(1):704. doi: 10.1186/s40359-025-03018-y.

Abstract

BACKGROUND

Children's ability to regulate their emotions is a critical protective factor for early mental health and development and is strongly influenced by parenting. Parenting programs can improve these outcomes for children, however, most families, particularly those from diverse or disadvantaged backgrounds, never receive evidence-based support. There is a pressing need for parenting programs that are widely accessible and meaningfully tailored to individual needs and real-time parenting challenges to enhance parent engagement. This protocol outlines the design of two staged trials testing Daily Growth, a universal parenting app for parents/carers of children 2-5 years. The first trial will evaluate the app's effectiveness as implemented in a real-world community-based trial, while the second will develop and test a machine learning system for personalising support based on Trial 1 data.

METHODS

In Trial 1, parents/carers (n = 1,650) will be recruited and randomised to one of five groups: 150 to active control (government parenting website); 100 each to one of three programs (Emotion Coaching, Active Play, or Wayapa Wuurrk); 1,200 to a non-personalised random combination of all three. Trial 2 (non-randomised) will recruit 400 parents/carers to receive personalised support, with program content from the three programs allocated via a machine learning algorithm based on baseline data. Both trials will run for six weeks where participants will receive twice-daily prompts to complete a 1-min pre-ecological momentary intervention (pre-EMI) survey and non-control participants offered three-minute videos tailored to specific parenting challenges. A post-EMI survey will be delivered 15 min later to assess immediate outcomes. Participants in both trials will complete baseline, six-week, and six-month follow-up surveys. Outcomes from the non-personalised trial will be compared to the fully personalised app and control/single program groups via EMI and post/follow-up on parenting and parent/child emotion regulation.

DISCUSSION

This study introduces a novel digital program combining co-designed parenting content, real-time delivery, tailoring to ensure practical relevance, and algorithm-driven personalisation. By testing standardised and personalised app versions, it will evaluate whether real-time personalised parenting support improves parent/child emotion regulation, engagement, and program acceptability. Findings will inform future approaches to scalable, inclusive, and responsive parenting support in early childhood.

TRIAL REGISTRATION

This trial is registered with ANZCTR, registration number ACTRN12624000937516; ACTRN12624001023549, and includes all items from the WHO Trial Registration Data Set.

摘要

背景

儿童调节情绪的能力是早期心理健康和发展的关键保护因素,且受到养育方式的强烈影响。养育项目可以改善儿童的这些结果,然而,大多数家庭,尤其是那些来自不同或弱势背景的家庭,从未获得过循证支持。迫切需要广泛普及且能根据个人需求和实时养育挑战进行有意义调整的养育项目,以提高家长的参与度。本方案概述了两项分阶段试验的设计,该试验将测试一款面向2至5岁儿童家长/照料者的通用养育应用程序“每日成长”。第一项试验将评估该应用程序在基于社区的真实世界试验中的有效性,而第二项试验将开发并测试一个机器学习系统,以便根据第一项试验的数据提供个性化支持。

方法

在第一项试验中,将招募家长/照料者(n = 1650)并随机分为五组:150人进入积极对照组(政府养育网站);100人分别进入三个项目组之一(情绪辅导、积极游戏或瓦亚帕·乌鲁克);1200人进入由所有三个项目组成的非个性化随机组合组。第二项试验(非随机)将招募400名家长/照料者以获得个性化支持,并根据基线数据通过机器学习算法分配来自这三个项目的内容。两项试验均为期六周,在此期间,参与者将每天收到两次提示,以完成一份1分钟的生态瞬时干预前(pre-EMI)调查问卷,非对照组参与者将获得针对特定养育挑战量身定制的三分钟视频。15分钟后将进行EMI后调查问卷,以评估即时结果。两项试验的参与者都将完成基线、六周和六个月的随访调查。将通过EMI以及关于养育和亲子情绪调节的后测/随访结果,将非个性化试验的结果与完全个性化应用程序组以及对照组/单一项目组进行比较。

讨论

本研究引入了一个新颖的数字项目,该项目结合了共同设计的养育内容、实时推送、为确保实际相关性而进行的调整以及算法驱动的个性化。通过测试标准化和个性化的应用程序版本,它将评估实时个性化养育支持是否能改善亲子情绪调节、参与度和项目可接受性。研究结果将为未来幼儿期可扩展、包容性和响应性养育支持的方法提供参考。

试验注册

本试验已在澳大利亚和新西兰临床试验注册中心注册,注册号为ACTRN12624000937516;ACTRN12624001023549,并包括世界卫生组织试验注册数据集的所有项目。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e5ca/12217908/ba7b9ef64427/40359_2025_3018_Fig1_HTML.jpg

文献检索

告别复杂PubMed语法,用中文像聊天一样搜索,搜遍4000万医学文献。AI智能推荐,让科研检索更轻松。

立即免费搜索

文件翻译

保留排版,准确专业,支持PDF/Word/PPT等文件格式,支持 12+语言互译。

免费翻译文档

深度研究

AI帮你快速写综述,25分钟生成高质量综述,智能提取关键信息,辅助科研写作。

立即免费体验