Multilevel multiple imputation: A review and evaluation of joint modeling and chained equations imputation.

CK Enders, SA Mistler, BT Keller - Psychological methods, 2016 - psycnet.apa.org
Although missing data methods have advanced in recent years, methodologists have
devoted less attention to multilevel data structures where observations at level-1 are nested …

Multiple imputation as a flexible tool for missing data handling in clinical research

CK Enders - Behaviour research and therapy, 2017 - Elsevier
The last 20 years has seen an uptick in research on missing data problems, and most
software applications now implement one or more sophisticated missing data handling …

A model-based imputation procedure for multilevel regression models with random coefficients, interaction effects, and nonlinear terms.

CK Enders, H Du, BT Keller - Psychological methods, 2020 - psycnet.apa.org
Despite the broad appeal of missing data handling approaches that assume a missing at
random (MAR) mechanism (eg, multiple imputation and maximum likelihood estimation) …

'Burnout contagion'among teachers: A social network approach

C Meredith, W Schaufeli, C Struyve… - … of Occupational and …, 2020 - Wiley Online Library
Previous studies have found that burnout is to some extent contagious and have argued it is
a socially induced phenomenon. However, until now, actual social interactions and the long …

A fully conditional specification approach to multilevel imputation of categorical and continuous variables.

CK Enders, BT Keller, R Levy - Psychological methods, 2018 - psycnet.apa.org
Specialized imputation routines for multilevel data are widely available in software
packages, but these methods are generally not equipped to handle a wide range of …

How digital are 'digital natives' actually? Developing an instrument to measure the degree of digitalisation of university students–the DDS-Index

G Janschitz, M Penker - Bulletin of Sociological Methodology …, 2022 - journals.sagepub.com
Young People are still referred to as digital natives, although numerous studies have shown
differences in their access to digital devices, Internet usage and attitude towards …

Water quality variables and pollution sources shaping stream macroinvertebrate communities

E Berger, P Haase, M Kuemmerlen, M Leps… - Science of the Total …, 2017 - Elsevier
In 2015, over 90 percent of German rivers failed to reach a good ecological status as
demanded by the EU Water Framework Directive (WFD). Deficits in water quality, mainly …

The gradual development of the preference for natural environments

KL Meidenbauer, CUD Stenfors, J Young… - Journal of …, 2019 - Elsevier
Adults demonstrate aesthetic preferences for natural environments over urban ones. This
preference has influenced theories like Biophilia to explain why nature is beneficial. While …

A primer on continuous-time modeling in educational research: An exemplary application of a continuous-time latent curve model with structured residuals (CT-LCM …

JF Lohmann, S Zitzmann, MC Voelkle… - Large-Scale Assessments …, 2022 - Springer
One major challenge of longitudinal data analysis is to find an appropriate statistical model
that corresponds to the theory of change and the research questions at hand. In the present …

Lay health supporters aided by mobile text messaging to improve adherence, symptoms, and functioning among people with schizophrenia in a resource-poor …

D Xu, S Xiao, H He, ED Caine, S Gloyd, J Simoni… - PLoS …, 2019 - journals.plos.org
Background Schizophrenia is a leading cause of disability, and a shift from facility-to
community-based care has been proposed to meet the resource challenges of mental …