What can machine learning teach us about habit formation? Evidence from exercise and hygiene

A Buyalskaya, H Ho, KL Milkman, X Li… - Proceedings of the …, 2023 - National Acad Sciences
We apply a machine learning technique to characterize habit formation in two large panel
data sets with objective measures of 1) gym attendance (over 12 million observations) and …

The role of habit formation and automaticity in diabetes Self-Management: current evidence and future applications

JY Stone, LS Mayberry, K Clouse, S Mulvaney - Current Diabetes Reports, 2023 - Springer
Abstract Purpose of Review Diabetes is a chronic condition that requires consistent self-
management for optimal health outcomes. People with diabetes are prone to burnout …

[HTML][HTML] Time to Form a Habit: A Systematic Review and Meta-Analysis of Health Behaviour Habit Formation and Its Determinants

B Singh, A Murphy, C Maher, AE Smith - Healthcare, 2024 - mdpi.com
Background: Healthy lifestyles depend on forming crucial habits through the process of habit
formation, emphasising the need to establish positive habits and break negative ones for …

[PDF][PDF] Supplementary Materials for: Context-sensitivity of behavior in field data: Using machine learning to study habit formation in natural settings

A Buyalskaya, H Ho, X Li, K Milkman, A Duckworth… - 2023 - authors.library.caltech.edu
Since habit naturally crosses disciplinary boundaries, the most promising understanding of it
is likely to come from integrating evidence and methods across disciplines (1)(pg. 42). That …

Effectiveness and Feasibility of the Social-Supported Individualized Group (SIG) Fitness Program to Increase Habit Strength and Lower Body Fat Percentage in …

DC Kawahata - 2023 - search.proquest.com
The purpose of this quasi-experimental study was to examine the effectiveness of a six-week
social-supported individualized group fitness program on supportive accountability, exercise …

[引用][C] 临床护士参与微习惯训练营体验的研究

乐雨倩, 苏静, 汪靖, 查庆华 - 中国护理管理, 2024