ReviewFrontiers in psychology2021
Report Quality of Generalized Linear Mixed Models in Psychology: A Systematic Review.
Review in Frontiers in psychology, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 41 papers.
What it found
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
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Who cites it
41 citing papers in PubMed.
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- Practice makes perfect, but to what end? Computerised brain training has limited cognitive benefits in healthy ageing.Psychological research · 2025Trial
- Do important points change the game? Technical-tactical performance in high-level men's padel.Biology of sport · 2026Article
- Factors Associated With Social Inclusion and Labour Status in People With Intellectual Disabilities, From Urban and Rural Areas of Peru.Journal of applied research in intellectual disabilities : JARID · 2026Article
- Article
- Guidance for data analysis in split-plot designs when parametric assumptions are violated:Frontiers in psychology · 2026Article
- Assigned vs. observed relative age: the association of early entry to school on cognitive abilities and its implications for educational practice.Frontiers in psychology · 2026Article
- Mapping of sex work hotspots to guide targeted HIV prevention: Evidence from eight Ukrainian cities.PloS one · 2026Article
- Disabilities and Health-Related Quality of Life in Multiple Sclerosis: Prospective 10-year Web-Based Study of a Population-Based Real-Life Cohort in the Netherlands.Degenerative neurological and neuromuscular disease · 2026Article
- Bayesian predictive modelling to ascertain factors affecting cattle milk production in Tanzania: Evidence from the national panel surveys 2012 - 2021.Veterinary and animal science · 2025Article
- Article
- Socio-demographic and clinical predictors of medication adherence among psychiatric outpatients in Mozambique: A two-year longitudinal survival analysis.PLOS mental health · 2025Article
- A virtual intervention to support educator well-being and students' mental health in conflict-affected Ukraine: A non-randomized controlled trial.Global mental health (Cambridge, England) · 2025Article
- Early predictor for differentiation syndrome in newly diagnosed acute promyelocytic leukaemia patients treated with single-agent arsenic trioxide.Annals of hematology · 2024Review
- Distress reactions and susceptibility to misinformation for an analogue trauma event.Cognitive research: principles and implications · 2024Article
- An online supportive music and imagery intervention to promote ICU nurses' stress management: Preliminary study.Heliyon · 2024Article
- Screens and Preschools: The Bilingual English Language Learner Assessment as a Curriculum-Compliant Digital Application.Children (Basel, Switzerland) · 2024Article
- A drift diffusion model analysis of age-related impact on multisensory decision-making processes.Scientific reports · 2024Article
- Use of Ordered Beta Regression Unveils Cognitive Flexibility Index and Longitudinal Cognitive Training Signatures in Normal and Alzheimer's Disease Pathological Aging.Brain sciences · 2024Article
- Anatomical registration of intracranial electrodes. Robust model-based localization and deformable smooth brain-shift compensation methods.Journal of neuroscience methods · 2024Review
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
3 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Generalized linear mixed models (GLMMs) estimate fixed and random effects and are especially useful when the dependent variable is binary, ordinal, count or quantitative but not normally distributed. They are also useful when the dependent variable involves repeated measures, since GLMMs can model autocorrelation. This study aimed to determine how and how often GLMMs are used in psychology and to summarize how the information about them is presented in published articles. Our focus in this respect was mainly on frequentist models. In order to review studies applying GLMMs in psychology we searched the Web of Science for articles published over the period 2014-2018. A total of 316 empirical articles were selected for trend study from 2014 to 2018. We then conducted a systematic review of 118 GLMM analyses from 80 empirical articles indexed in Journal Citation Reports during 2018 in order to evaluate report quality. Results showed that the use of GLMMs increased over time and that 86.4% of articles were published in first- or second-quartile journals. Although GLMMs have, in recent years, been increasingly used in psychology, most of the important information about them was not stated in the majority of articles. Report quality needs to be improved in line with current recommendations for the use of GLMMs.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.