Fixed and random effects models: making an informed choice

A Bell, M Fairbrother, K Jones - Quality & quantity, 2019 - Springer
This paper assesses the options available to researchers analysing multilevel (including
longitudinal) data, with the aim of supporting good methodological decision-making. Given …

Jomo: a flexible package for two-level joint modelling multiple imputation

M Quartagno, S Grund, J Carpenter - R Journal, 2019 - discovery.ucl.ac.uk
Multiple imputation is a tool for parameter estimation and inference with partially observed
data, which is used increasingly widely in medical and social research. When the data to be …

The dynamics of biomarkers across the clinical spectrum of Alzheimer's disease

C Hadjichrysanthou, S Evans, S Bajaj… - Alzheimer's research & …, 2020 - Springer
Background Quantifying changes in the levels of biological and cognitive markers prior to
the clinical presentation of Alzheimer's disease (AD) will provide a template for …

Urban park facility use and intensity of seniors' physical activity–An examination combining accelerometer and GPS tracking

Y Zhai, D Li, C Wu, H Wu - Landscape and Urban Planning, 2021 - Elsevier
Physical activity provides multiple health benefits to seniors, and urban parks are one of
theprimary settings where seniors engage in physical activity. However, seniors' park-based …

Employee well‐being outcomes from individual‐level mental health interventions: Cross‐sectional evidence from the United Kingdom

WJ Fleming - Industrial Relations Journal, 2024 - Wiley Online Library
Initiatives that promote mental well‐being are formally recommended for all British workers,
with many practices targeting change in individual workers' resources. While the existing …

Bridging the gap between multilevel modeling and economic methods

A Oshchepkov, A Shirokanova - Social Science Research, 2022 - Elsevier
Many datasets used in the social sciences have a hierarchical structure, where lower units of
aggregation are 'nested'in higher units. In many disciplines, such data are analyzed using …

A large-scale replication of the effectiveness of the KiVa antibullying program: A randomized controlled trial in the Netherlands

G Huitsing, GMA Lodder, WJ Browne, B Oldenburg… - Prevention science, 2020 - Springer
This study evaluates the effectiveness of the KiVa antibullying program in the Netherlands
through a randomized controlled trial of students in grades 3–4 (Dutch grades 5–6). The …

Life course effects of genetic susceptibility to higher body size on body fat and lean mass: prospective cohort study

S Waterfield, TG Richardson… - International Journal …, 2023 - academic.oup.com
Background/objectives Different genetic variants are associated with larger body size in
childhood vs adulthood. Whether and when these variants predominantly influence …

Frailty assessed by administrative tools and mortality in patients with pneumonia admitted to the hospital and ICU in Wales

T Szakmany, J Hollinghurst, R Pugh, A Akbari… - Scientific reports, 2021 - nature.com
The ideal method of identifying frailty is uncertain, and data on long-term outcomes is
relatively limited. We examined frailty indices derived from population-scale linked data on …

A default Bayes factor for testing null hypotheses about the fixed effects of linear two-level models.

N Sekulovski, H Hoijtink - Psychological Methods, 2023 - psycnet.apa.org
Testing null hypotheses of the form “β= 0,” by the use of various Null Hypothesis
Significance Tests (rendering a dichotomous reject/not reject decision), is considered …