Data from the All of Us research program reinforces existence of activity inequality

被引:0
作者
Jeong, Hayoung [1 ]
Roghanizad, Ali R. [1 ]
Master, Hiral [2 ]
Kim, Juseong [1 ]
Kouame, Aymone [2 ]
Harris, Paul A. [3 ,4 ,5 ]
Basford, Melissa [2 ]
Marginean, Kayla [2 ]
Dunn, Jessilyn [1 ,6 ]
机构
[1] Duke Univ, Dept Biomed Engn, Durham, NC 27708 USA
[2] Vanderbilt Univ, Med Ctr, Vanderbilt Inst Clin & Translat Res, Nashville, TN USA
[3] Vanderbilt Univ, Med Ctr, Dept Biomed Informat, Nashville, TN USA
[4] Vanderbilt Univ, Dept Biomed Engn & Biostat, Med Ctr, Nashville, TN USA
[5] Vanderbilt Univ, Med Ctr, Dept Biostat, Nashville, TN USA
[6] Duke Univ, Dept Biostat & Bioinformat, Durham, NC 27708 USA
来源
NPJ DIGITAL MEDICINE | 2025年 / 8卷 / 01期
基金
美国国家卫生研究院;
关键词
D O I
10.1038/s41746-024-01358-4
中图分类号
R19 [保健组织与事业(卫生事业管理)];
学科分类号
摘要
Large-scale and detailed analyses of activity in the United States (US) remain limited. In this work, we leveraged the comprehensive wearable, demographic, and survey data from the All of Us Research Program, the largest and most diverse population health study in the US to date, to apply and extend the previous global findings on activity inequality within the context of the US. We found that daily steps differed by sex at birth, age, body characteristics, geography, and built environment. Quantifying activity inequality using the modified Gini index, we found a strong correlation with obesity prevalence (R2 = 0.804) and a moderate correlation with perceived walkability (R2 = 0.426) and the activity gender gap (R2 = 0.385). This study demonstrates the value of digital health technologies in exploring and understanding public health practices while highlighting the need to examine complexities, including biopsychosocial factors that may contribute to activity inequality.
引用
收藏
页数:10
相关论文
共 35 条
[1]  
Adamakis M., 2019, SSP Journal of Sport Sciences and Medicine, V2, P6
[2]  
All of Us Research Program, 2022, How All of Us protects participant privacy
[3]   The "All of Us" Research Program [J].
Denny J.C. ;
Rutter J.L. ;
Goldstein D.B. ;
Philippakis A. ;
Smoller J.W. ;
Jenkins G. ;
Dishman E. .
NEW ENGLAND JOURNAL OF MEDICINE, 2019, 381 (07) :668-676
[4]   Large-scale physical activity data reveal worldwide activity inequality [J].
Althoff, Tim ;
Sosic, Rok ;
Hicks, Jennifer L. ;
King, Abby C. ;
Delp, Scott L. ;
Leskovec, Jure .
NATURE, 2017, 547 (7663) :336-+
[5]  
[Anonymous], 2010, 2010 Census Regions and Division of the United States
[6]  
[Anonymous], 2015, BRFSS Prevalence Trends Data
[7]  
[Anonymous], 2022, Defining Adult Overweight & Obesity
[8]  
Brewer Wayne, 2017, BMJ Open Sport Exerc Med, V3, pe000254, DOI 10.1136/bmjsem-2017-000254
[9]  
Center for Disease Control and Prevention-National Center for Health Statistics, 2023, National Health and Nutrition Examination Survey
[10]  
Centers for Disease Control and Prevention (CDC), 2023, Behavioral Risk Factor Surveillance System Survey Questionnaire