32224966 OR Compositional Data Analysis in Time-Use Epidemiology What, Why, How
Dotaz
Zobrazit nápovědu
In recent years, the focus of activity behavior research has shifted away from univariate paradigms (e.g., physical activity, sedentary behavior and sleep) to a 24-h time-use paradigm that integrates all daily activity behaviors. Behaviors are analyzed relative to each other, rather than as individual entities. Compositional data analysis (CoDA) is increasingly used for the analysis of time-use data because it is intended for data that convey relative information. While CoDA has brought new understanding of how time use is associated with health, it has also raised challenges in how this methodology is applied, and how the findings are interpreted. In this paper we provide a brief overview of CoDA for time-use data, summarize current CoDA research in time-use epidemiology and discuss challenges and future directions. We use 24-h time-use diary data from Wave 6 of the Longitudinal Study of Australian Children (birth cohort, n = 3228, aged 10.9 ± 0.3 years) to demonstrate descriptive analyses of time-use compositions and how to explore the relationship between daily time use (sleep, sedentary behavior and physical activity) and a health outcome (in this example, adiposity). We illustrate how to comprehensively interpret the CoDA findings in a meaningful way.
- MeSH
- adipozita MeSH
- analýza dat * MeSH
- činnosti denního života MeSH
- cvičení * MeSH
- dítě MeSH
- kohortové studie MeSH
- lidé MeSH
- longitudinální studie MeSH
- sedavý životní styl * MeSH
- spánek MeSH
- Check Tag
- dítě MeSH
- lidé MeSH
- Publikační typ
- časopisecké články MeSH
- práce podpořená grantem MeSH
- Geografické názvy
- Austrálie MeSH
... Restructuring National Health Systems, WHY, WHAT, HOW? -- Zarkovic G. ... ... The Impact of the Contemporary Data Analysis on Medicine and Health Care. Zvarova J. ... ... Mohideen M.H., Sadana R., Staehr- Johansen K. 507 - DATA BASES FOR DECISION MAKING -- Using an Administrative ... ... Improving Data Use at District Level for Problem-Solving. Thorne M.C. ... ... A \"Minimum Basic Data Set\" and Two Other Data Sets to Structure the Data About Ambulatory Care. ...
1589 s. : il. ; 24 cm