Trajectory modelling techniques useful to epidemiological research: a comparative narrative review of approaches
Trajectory modelling techniques have been developed to determine subgroups within a
given population and are increasingly used to better understand intra-and inter-individual …
given population and are increasingly used to better understand intra-and inter-individual …
[HTML][HTML] An overview of mixture modelling for latent evolutions in longitudinal data: Modelling approaches, fit statistics and software
G van der Nest, VL Passos, MJJM Candel… - Advances in Life Course …, 2020 - Elsevier
The use of finite mixture modelling (FMM) is becoming increasingly popular for the analysis
of longitudinal repeated measures data. FMMs assist in identifying latent classes following …
of longitudinal repeated measures data. FMMs assist in identifying latent classes following …
An open source machine learning framework for efficient and transparent systematic reviews
R Van De Schoot, J De Bruin, R Schram… - Nature machine …, 2021 - nature.com
To help researchers conduct a systematic review or meta-analysis as efficiently and
transparently as possible, we designed a tool to accelerate the step of screening titles and …
transparently as possible, we designed a tool to accelerate the step of screening titles and …
Impact of COVID-19 lockdown on mental health in Germany: longitudinal observation of different mental health trajectories and protective factors
KF Ahrens, RJ Neumann, B Kollmann… - Translational …, 2021 - nature.com
The COVID-19 pandemic and resulting measures can be regarded as a global stressor.
Cross-sectional studies showed rather negative impacts on people's mental health, while …
Cross-sectional studies showed rather negative impacts on people's mental health, while …
Identifying typical trajectories in longitudinal data: modelling strategies and interpretations
Individual-level longitudinal data on biological, behavioural, and social dimensions are
becoming increasingly available. Typically, these data are analysed using mixed effects …
becoming increasingly available. Typically, these data are analysed using mixed effects …
Resilience to potential trauma and adversity through regulatory flexibility
Responses to highly aversive or potentially traumatic events are typically defined in terms of
binary outcomes, most commonly the presence or absence of post-traumatic stress disorder …
binary outcomes, most commonly the presence or absence of post-traumatic stress disorder …
A systematic literature review of factor analytic and mixture models of ICD-11 PTSD and CPTSD using the International Trauma Questionnaire
The 11th version of the International Classification of Diseases (ICD-11; WHO, 2018)
describes two distinct trauma related disorders, Posttraumatic Stress Disorder (PTSD) and …
describes two distinct trauma related disorders, Posttraumatic Stress Disorder (PTSD) and …
Distinct trajectories of physical activity and related factors during the life course in the general population: a systematic review
Background In recent years, researchers have begun applying a trajectory approach to
identify homogeneous subgroups of physical activity (PA) in heterogeneous populations …
identify homogeneous subgroups of physical activity (PA) in heterogeneous populations …
A validated predictive algorithm of post-traumatic stress course following emergency department admission after a traumatic stressor
Annually, approximately 30 million patients are discharged from the emergency department
(ED) after a traumatic event. These patients are at substantial psychiatric risk, with …
(ED) after a traumatic event. These patients are at substantial psychiatric risk, with …
The impact of physical activity on healthy ageing trajectories: evidence from eight cohort studies
Background Research has suggested the positive impact of physical activity on health and
wellbeing in older age, yet few studies have investigated the associations between physical …
wellbeing in older age, yet few studies have investigated the associations between physical …