Multilevel factor analysis: Reporting guidelines and a review of reporting practices
ES Kim, RF Dedrick, C Cao… - Multivariate Behavioral …, 2016 - Taylor & Francis
We provide reporting guidelines for multilevel factor analysis (MFA) and use these
guidelines to systematically review 72 MFA applications in journals across a range of …
guidelines to systematically review 72 MFA applications in journals across a range of …
Reporting practice in multilevel modeling: A revisit after 10 years
Multilevel modeling (MLM) is a statistical technique for analyzing clustered data. Despite its
long history, the technique and accompanying computer programs are rapidly evolving …
long history, the technique and accompanying computer programs are rapidly evolving …
School innovativeness is associated with enhanced teacher collaboration, innovative classroom practices, and job satisfaction.
School innovativeness has become a crucial criterion for the long-term success of education
systems in terms of their adaptability to societal changes. We examined the relations among …
systems in terms of their adaptability to societal changes. We examined the relations among …
[图书][B] An introduction to multilevel modeling techniques: MLM and SEM approaches
Multilevel modelling is a data analysis method that is frequently used to investigate
hierarchal data structures in educational, behavioural, health, and social sciences …
hierarchal data structures in educational, behavioural, health, and social sciences …
Establishing construct validity evidence for regional measures of explicit and implicit racial bias.
Large-scale data collection has enabled social scientists to examine psychological
constructs at broad, regional levels. However, because constructs and their measures …
constructs at broad, regional levels. However, because constructs and their measures …
Teacher-perceived distributed leadership, teacher self-efficacy and job satisfaction: A multilevel SEM approach using the 2013 TALIS data
Authors in this study argued that research most often examined how school principals
approached distributed leadership, but few studies were focused on how teachers perceived …
approached distributed leadership, but few studies were focused on how teachers perceived …
Men are from Mars and women are from Venus: dyadic collaboration in the metaverse
Purpose The gender composition of teams remains an important yet complex element in
unlocking the success of collaboration and performance in the metaverse. In this study, the …
unlocking the success of collaboration and performance in the metaverse. In this study, the …
Composite reliability of multilevel data: It's about observed scores and construct meanings.
MHC Lai - Psychological Methods, 2021 - psycnet.apa.org
This article shows how the concept of reliability of composite scores, as defined in classical
test theory, can be extended to the context of multilevel modeling. In particular, it discusses …
test theory, can be extended to the context of multilevel modeling. In particular, it discusses …
Teacher classroom management self-efficacy: Longitudinal relations to perceived teaching behaviors and student enjoyment
K Hettinger, R Lazarides, C Rubach… - Teaching and Teacher …, 2021 - Elsevier
This study examined the relations between teacher-reported classroom management self-
efficacy, student-reported teaching quality and students' enjoyment in mathematics. Data …
efficacy, student-reported teaching quality and students' enjoyment in mathematics. Data …
How valid are student perceptions of teaching quality across education systems?
B Herbert, J Fischer, E Klieme - Learning and Instruction, 2022 - Elsevier
In an international context, teaching quality is often assessed via student surveys. Yet, there
is little empirical evidence for the validity of students' perceptions of teaching quality across …
is little empirical evidence for the validity of students' perceptions of teaching quality across …