On the Unnecessary Ubiquity of Hierarchical Linear Modeling
Sign Up to like & getrecommendations! Published in 2017 at "Psychological Methods"
DOI: 10.1037/met0000078
Abstract: In psychology and the behavioral sciences generally, the use of the hierarchical linear model (HLM) and its extensions for discrete outcomes are popular methods for modeling clustered data. HLM and its discrete outcome extensions, however,… read more here.
Keywords: alternative methods; hierarchical linear; random effects; unnecessary ubiquity ... See more keywords
Random intercept hierarchical linear model for multi-regional clinical trials.
Sign Up to like & getrecommendations! Published in 2023 at "Journal of biopharmaceutical statistics"
DOI: 10.1080/10543406.2023.2170395
Abstract: In multi-regional clinical trials, hierarchical linear models have been actively studied because they can reflect that patients in the same region share common intrinsic and extrinsic factors. In this paper, we investigate the statistical properties… read more here.
Keywords: effect; multi regional; linear model; hierarchical linear ... See more keywords
Challenges and Opportunities in the Estimation of Dynamic Models
Sign Up to like & getrecommendations! Published in 2019 at "Organizational Research Methods"
DOI: 10.1177/1094428119842638
Abstract: Interest in modeling longitudinal processes is increasing rapidly in organizational science. Organizational scholars often employ multilevel or hierarchical linear models (HLMs) to study such processes given that longitudinal data in organizational science typically consist of… read more here.
Keywords: challenges opportunities; change dynamics; hierarchical linear; organizational science ... See more keywords
Individual determinants and community moderators of sports participation in overweight and obese adults: a hierarchical linear model analysis
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DOI: 10.1186/s12889-025-24648-2
Abstract: Overweight and obesity(OAO) are major global public health concerns. This study aims to clarify how individual- and community-level factors influence sports participation among OAO adults. Drawing on data from the 2021 Chinese General Social Survey(CGSS),… read more here.
Keywords: sports resources; educational attainment; sports participation; hierarchical linear ... See more keywords
Hierarchical Linear Model of Internet Addiction and Associated Risk Factors in Chinese Adolescents: A Longitudinal Study
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DOI: 10.3390/ijerph192114008
Abstract: The risk effects of internet addiction have been documented in the literature; however, few longitudinal studies have considered the heterogeneity of the subjects. A hierarchical linear model was used here to explore the relationship between… read more here.
Keywords: internet addiction; linear model; risk; addiction ... See more keywords
Sustainable Housing Market Responses to Landslide Hazards: A Three-Stage Hierarchical Linear Analysis of Urban Scale and Temporal Dynamics
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DOI: 10.3390/su17198665
Abstract: This study hypothesizes that the impacts of landslides on housing prices are not uniform but instead vary depending on their spatial proximity to hazard zones, as well as on neighborhood, urban, and temporal characteristics of… read more here.
Keywords: stage hierarchical; three stage; hierarchical linear; city ... See more keywords