Understanding the development of lifestyle behaviours in early childhood

了解幼儿期生活方式行为的发展

• 批准号: DE240100635
• 负责人: Dr Miaobing Zheng
• 金额: $ 31.07万
• 依托单位: Deakin University
• 依托单位国家: 澳大利亚
• 项目类别: Discovery Early Career Researcher Award
• 财政年份: 2024
• 资助国家: 澳大利亚
• 起止时间: 2024-01-01 至 2027-09-30
• 项目状态: 未结题
• 来源: https://dataportal.arc.gov.au/RGS/Web/Grants/DE240100635
• 关键词: Understanding; development; lifestyle; behaviours; early

This project adopts novel statistical modelling and machine learning approaches to understand the development of lifestyle behaviours in early childhood. Despite the pivotal role of lifestyle behaviours in influencing health and quality of life, little research exists on lifestyle behaviours in early childhood. This project will establish a comprehensive understanding of lifestyle behaviours in early childhood by identifying key developmental time points, mechanisms of behavioural change, and children at risk of developing poor lifestyle behaviours. The project will inform strategies and policies to optimise lifestyle behaviours from the start of life and showcase the capabilities of novel methods in advancing behavioural epidemiology.

该项目采用新型统计建模和机器学习方法来了解幼儿生活方式行为的发展。尽管生活方式行为在影响健康和生活质量方面发挥着关键作用，但对幼儿生活方式行为的研究很少。该项目将通过确定关键的发展时间点、行为变化机制和有可能发展不良生活方式行为的儿童，全面了解幼儿期的生活方式行为。该项目将为战略和政策提供信息，以从生命开始优化生活方式行为，并展示新方法在推进行为流行病学方面的能力。