4.7 Review

Analysis of the 24-h activity cycle: An illustration examining the association with cognitive function in the Adult Changes in Thought study

相关参考文献

注意:仅列出部分参考文献,下载原文获取全部文献信息。
Article Nutrition & Dietetics

Rest-activity profiles among US adults in a nationally representative sample: a functional principal component analysis

Qian Xiao et al.

Summary: This study applied fPCA to analyze the rest-activity patterns of American adults and identified four distinct patterns. The study also found associations between these patterns and demographic, socioeconomic, and work characteristics, as well as correlations with health status.

INTERNATIONAL JOURNAL OF BEHAVIORAL NUTRITION AND PHYSICAL ACTIVITY (2022)

Article Cardiac & Cardiovascular Systems

Compositional analysis of the association between mortality and 24-hour movement behaviour from NHANES

Duncan E. McGregor et al.

Summary: The study found that the composition of daily physical activity time is associated with mortality rate, with MVPA time share important but also LIPA time relative to sedentary behavior and sleep being significant. Increased preponderance of MVPA may have detrimental associations at higher levels of MVPA.

EUROPEAN JOURNAL OF PREVENTIVE CARDIOLOGY (2021)

Article Mathematics, Interdisciplinary Applications

How to perform three-step latent class analysis in the presence of measurement non-invariance or differential item functioning

Jeroen K. Vermunt et al.

Summary: This article highlights a drawback in the current three-step approach used in latent class modeling, which is the assumption of conditional independence is often violated. The study proposes a modification to account for measurement non-invariance (MNI) and differential item functioning (DIF), as well as a new model-building strategy to address these issues practically. The new approach is implemented in the Latent GOLD program and demonstrated using synthetic and real data examples.

STRUCTURAL EQUATION MODELING-A MULTIDISCIPLINARY JOURNAL (2021)

Article Mathematics, Interdisciplinary Applications

Relating latent class membership to external variables: An overview

Zsuzsa Bakk et al.

Summary: This article provides an overview of existing approaches for relating latent class membership to external variables of interest, building on the work of Nylund-Gibson et al. It summarizes models with distal outcomes and recommended modeling options for models with covariates and multiple latent variables. The article also demonstrates modeling approaches using data from the General Social Survey and discusses software availability.

BRITISH JOURNAL OF MATHEMATICAL & STATISTICAL PSYCHOLOGY (2021)

Article Multidisciplinary Sciences

Association of sleep duration in middle and old age with incidence of dementia

Severine Sabia et al.

Summary: Research indicates that short sleep duration in midlife is associated with an increased risk of late-onset dementia, and persistent short sleep duration further elevates the risk.

NATURE COMMUNICATIONS (2021)

Article Endocrinology & Metabolism

Movement behavior profiles and obesity: a latent profile analysis of 24-h time-use composition among Danish workers

Nidhi Gupta et al.

INTERNATIONAL JOURNAL OF OBESITY (2020)

Article Health Care Sciences & Services

Cox regression survival analysis with compositional covariates: Application to modelling mortality risk from 24-h physical activity patterns

D. E. McGregor et al.

STATISTICAL METHODS IN MEDICAL RESEARCH (2020)

Review Clinical Neurology

Sleep problems and risk of all-cause cognitive decline or dementia: an updated systematic review and meta-analysis

Wei Xu et al.

JOURNAL OF NEUROLOGY NEUROSURGERY AND PSYCHIATRY (2020)

Article Environmental Sciences

Compositional Data Analysis in Time-Use Epidemiology: What, Why, How

Dorothea Dumuid et al.

INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH (2020)

Review Medicine, General & Internal

Dementia prevention, intervention, and care: 2020 report of the Lancet Commission

Gill Livingston et al.

LANCET (2020)

Article Public, Environmental & Occupational Health

Device-assessed physical activity and sedentary behavior in a community-based cohort of older adults

Dori Rosenberg et al.

BMC PUBLIC HEALTH (2020)

Article Sport Sciences

Latent profile analysis of physical activity and sedentary behavior with mortality risk: A 15-year follow-up

Philip von Rosen et al.

SCANDINAVIAN JOURNAL OF MEDICINE & SCIENCE IN SPORTS (2020)

Article Nutrition & Dietetics

Zero problems with compositional data of physical behaviors: a comparison of three zero replacement methods

Charlotte Lund Rasmussen et al.

INTERNATIONAL JOURNAL OF BEHAVIORAL NUTRITION AND PHYSICAL ACTIVITY (2020)

Review Geriatrics & Gerontology

Sedentary behaviours, cognitive function, and possible mechanisms in older adults: a systematic review

O. Olanrewaju et al.

AGING CLINICAL AND EXPERIMENTAL RESEARCH (2020)

Article Mathematics, Interdisciplinary Applications

Latent Class Modeling with A Time-To-Event Distal Outcome: A Comparison of One, Two and Three-Step Approaches

Daniel T. Lythgoe et al.

STRUCTURAL EQUATION MODELING-A MULTIDISCIPLINARY JOURNAL (2019)

Article Mathematics, Interdisciplinary Applications

Prediction from Latent Classes: A Demonstration of Different Approaches to Include Distal Outcomes in Mixture Models

Karen Nylund-Gibson et al.

STRUCTURAL EQUATION MODELING-A MULTIDISCIPLINARY JOURNAL (2019)

Review Sport Sciences

Physical Activity, Cognition, and Brain Outcomes: A Review of the 2018 Physical Activity Guidelines

Kirk Erickson et al.

MEDICINE AND SCIENCE IN SPORTS AND EXERCISE (2019)

Article Sport Sciences

The 24-Hour Activity Cycle: A New Paradigm for Physical Activity

Mary E. Rosenberger et al.

MEDICINE AND SCIENCE IN SPORTS AND EXERCISE (2019)

Article Mathematical & Computational Biology

Modeling Temporal Variation in Physical Activity Using Functional Principal Components Analysis

Selene Yue Xu et al.

STATISTICS IN BIOSCIENCES (2019)

Article Health Care Sciences & Services

Compositional data analysis for physical activity, sedentary time and sleep research

Dorothea Dumuid et al.

STATISTICAL METHODS IN MEDICAL RESEARCH (2018)

Article Nutrition & Dietetics

Profiles of children's physical activity and sedentary behaviour between age 6 and 9: a latent profile and transition analysis

Russell Jago et al.

INTERNATIONAL JOURNAL OF BEHAVIORAL NUTRITION AND PHYSICAL ACTIVITY (2018)

Article Environmental Sciences

Associations of Physical Behaviours and Behavioural Reallocations with Markers of Metabolic Health: A Compositional Data Analysis

Gregory J. H. Biddle et al.

INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH (2018)

Article Computer Science, Interdisciplinary Applications

ggtern: Ternary Diagrams Using ggplot2

Nicholas E. Hamilton et al.

JOURNAL OF STATISTICAL SOFTWARE (2018)

Article Nutrition & Dietetics

Sedentary Behavior Research Network (SBRN) - Terminology Consensus Project process and outcome

Mark S. Tremblay et al.

INTERNATIONAL JOURNAL OF BEHAVIORAL NUTRITION AND PHYSICAL ACTIVITY (2017)

Article Mathematics, Interdisciplinary Applications

A Comparison of Three-Step Approaches for Auxiliary Variables in Latent Class and Latent Profile Analysis

Zachary K. Collier et al.

STRUCTURAL EQUATION MODELING-A MULTIDISCIPLINARY JOURNAL (2017)

Article Public, Environmental & Occupational Health

Accelerometry-Assessed Latent Class Patterns of Physical Activity and Sedentary Behavior With Mortality

Kelly R. Evenson et al.

AMERICAN JOURNAL OF PREVENTIVE MEDICINE (2017)

Article Sport Sciences

Variability of Objectively Measured Sedentary Behavior

Seth C. Donaldson et al.

MEDICINE AND SCIENCE IN SPORTS AND EXERCISE (2016)

Article Social Sciences, Mathematical Methods

Comparing the Performance of Improved Classify-Analyze Approaches for Distal Outcomes in Latent Profile Analysis

John J. Dziak et al.

METHODOLOGY-EUROPEAN JOURNAL OF RESEARCH METHODS FOR THE BEHAVIORAL AND SOCIAL SCIENCES (2016)

Article Public, Environmental & Occupational Health

Reallocating Time to Sleep, Sedentary Behaviors, or Active Behaviors: Associations With Cardiovascular Disease Risk Biomarkers, NHANES 2005-2006

Matthew P. Buman et al.

AMERICAN JOURNAL OF EPIDEMIOLOGY (2014)

Review Health Care Sciences & Services

Joint latent class models for longitudinal and time-to-event data: A review

Cecile Proust-Lima et al.

STATISTICAL METHODS IN MEDICAL RESEARCH (2014)

Article Psychology, Developmental

An Introduction to Latent Variable Mixture Modeling (Part 1): Overview and Cross-Sectional Latent Class and Latent Profile Analyses

Kristoffer S. Berlin et al.

JOURNAL OF PEDIATRIC PSYCHOLOGY (2014)

Article Public, Environmental & Occupational Health

Isotemporal Substitution Analysis for Physical Activity, Television Watching, and Risk of Depression

Rania A. Mekary et al.

AMERICAN JOURNAL OF EPIDEMIOLOGY (2013)

Article Geriatrics & Gerontology

Frailty and Incident Dementia

Shelly L. Gray et al.

JOURNALS OF GERONTOLOGY SERIES A-BIOLOGICAL SCIENCES AND MEDICAL SCIENCES (2013)

Article Mathematics, Interdisciplinary Applications

Statistical Power to Detect the Correct Number of Classes in Latent Profile Analysis

Jenn-Yun Tein et al.

STRUCTURAL EQUATION MODELING-A MULTIDISCIPLINARY JOURNAL (2013)

Article Sport Sciences

Best Practices for Using Physical Activity Monitors in Population-Based Research

Charles E. Matthews et al.

MEDICINE AND SCIENCE IN SPORTS AND EXERCISE (2012)

Article Public, Environmental & Occupational Health

Objective Light-Intensity Physical Activity Associations With Rated Health in Older Adults

Matthew P. Buman et al.

AMERICAN JOURNAL OF EPIDEMIOLOGY (2010)

Article Medicine, General & Internal

Association Between Acute Care and Critical Illness Hospitalization and Cognitive Function in Older Adults

William J. Ehlenbach et al.

JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION (2010)

Article Political Science

Latent Class Modeling with Covariates: Two Improved Three-Step Approaches

Jeroen K. Vermunt

POLITICAL ANALYSIS (2010)

Article Public, Environmental & Occupational Health

Isotemporal Substitution Paradigm for Physical Activity Epidemiology and Weight Change

Rania A. Mekary et al.

AMERICAN JOURNAL OF EPIDEMIOLOGY (2009)

Article Computer Science, Interdisciplinary Applications

A modified EM alr-algorithm for replacing rounded zeros in compositional data sets

J. Palarea-Albaladejo et al.

COMPUTERS & GEOSCIENCES (2008)

Article Computer Science, Interdisciplinary Applications

compositions: A unified R package to analyze compositional data

K. Gerald van den Boogaart et al.

COMPUTERS & GEOSCIENCES (2008)

Article Health Care Sciences & Services

Item response theory facilitated cocalibrating cognitive tests and reduced bias in estimated rates of decline

Paul K. Crane et al.

JOURNAL OF CLINICAL EPIDEMIOLOGY (2008)

Article Geosciences, Multidisciplinary

A parametric approach for dealing with compositional rounded zeros

Javier Palarea-Albaladejo et al.

MATHEMATICAL GEOLOGY (2007)

Article Mathematics, Interdisciplinary Applications

Deciding on the number of classes in latent class analysis and growth mixture modeling: A Monte Carlo simulation study

Karen L. Nylund et al.

STRUCTURAL EQUATION MODELING-A MULTIDISCIPLINARY JOURNAL (2007)

Article Sport Sciences

Accelerometer use in physical activity: Best practices and research recommendations

DS Ward et al.

MEDICINE AND SCIENCE IN SPORTS AND EXERCISE (2005)

Article Geosciences, Multidisciplinary

Dealing with zeros and missing values in compositional data sets using nonparametric imputation

JA Martín-Fernández et al.

MATHEMATICAL GEOLOGY (2003)

Article Geosciences, Multidisciplinary

Isometric logratio transformations for compositional data analysis

JJ Egozcue et al.

MATHEMATICAL GEOLOGY (2003)

Article Clinical Neurology

Dementia and Alzheimer disease incidence - A prospective cohort study

WA Kukull et al.

ARCHIVES OF NEUROLOGY (2002)

Article Psychology, Clinical

Older adults and functional decline: A cross-cultural comparison

SM McCurry et al.

INTERNATIONAL PSYCHOGERIATRICS (2002)

Article Biology

Testing the number of components in a normal mixture

YT Lo et al.

BIOMETRIKA (2001)

Article Computer Science, Artificial Intelligence

Assessing a mixture model for clustering with the integrated completed likelihood

C Biernacki et al.

IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE (2000)