Missing Data Analysis
RJ Little - Annual Review of Clinical Psychology, 2024 - annualreviews.org
Methods for handling missing data in clinical psychology studies are reviewed. Missing data
are defined, and a taxonomy of main approaches to analysis is presented, including …
are defined, and a taxonomy of main approaches to analysis is presented, including …
Development in context: Comparing short-term trajectories of expectancy, task values, and costs in four university STEM courses
SY Lee, E Christiaans, KA Robinson - Contemporary Educational …, 2024 - Elsevier
University students studying science, technology, engineering, and mathematics (STEM)
tend to lose motivation, on average, over time. However, detailed understanding of when …
tend to lose motivation, on average, over time. However, detailed understanding of when …
[HTML][HTML] Bayesian Networks for Prescreening in Depression: Algorithm Development and Validation
E Maekawa, EM Grua, CA Nakamura… - JMIR Mental …, 2024 - mental.jmir.org
Background Identifying individuals with depressive symptomatology (DS) promptly and
effectively is of paramount importance for providing timely treatment. Machine learning …
effectively is of paramount importance for providing timely treatment. Machine learning …
Multiple imputation of missing data in large studies with many variables: A fully conditional specification approach using partial least squares.
S Grund, O Lüdtke, A Robitzsch - Psychological Methods, 2024 - psycnet.apa.org
Multiple imputation (MI) is one of the most popular methods for handling missing data in
psychological research. However, many imputation approaches are poorly equipped to …
psychological research. However, many imputation approaches are poorly equipped to …
Cooperative learning before and during the COVID-19 pandemic: The predictive power of teacher expertise
N Ries, K Wolf, F Baier-Mosch, A Roth… - Learning Environments …, 2024 - Springer
The present study aimed to investigate the relative predictive power of teachers' beliefs
about cooperative learning, their participation in professional development courses on …
about cooperative learning, their participation in professional development courses on …
How To Treat Missing Data In Survey Research
D Popovich - Journal of Marketing Theory and Practice, 2024 - Taylor & Francis
Missing data is a pervasive problem in many research contexts, including survey research.
Resulting analyses are dependent on data quality and which methods are used to deal with …
Resulting analyses are dependent on data quality and which methods are used to deal with …
Supportive Fintech for Individuals with Bipolar Disorder: Financial Data Sharing Preferences for Longitudinal Care Management
Financial stability is a key challenge for individuals living with bipolar disorder (BD).
Symptomatic periods in BD are associated with poor financial decision-making, contributing …
Symptomatic periods in BD are associated with poor financial decision-making, contributing …
Design and analysis of cluster randomized trials
Cluster randomized trials (CRTs) are commonly used to evaluate the causal effects of
educational interventions, where the entire clusters (eg, schools) are randomly assigned to …
educational interventions, where the entire clusters (eg, schools) are randomly assigned to …
When ethnic–racial discrimination from math teachers spills over and predicts the math adjustment of nondiscriminated adolescents: The mediating role of math …
Ethnic–racial discrimination is a pernicious experience that affects discriminated
adolescents' healthy human development, but the spillover consequences of discrimination …
adolescents' healthy human development, but the spillover consequences of discrimination …
Childhood sexual abuse and IL6 mediated by change in BMI over an 18-year period: A growth curve model
H Hall, V Papp, M Fitzgerald - Child Abuse & Neglect, 2024 - Elsevier
Background Childhood sexual abuse can increase both body weight and inflammation later
in life. Higher weight or faster changes in weight, as measured by changes in body mass …
in life. Higher weight or faster changes in weight, as measured by changes in body mass …