Time series analysis of intensive longitudinal data in psychosomatic research: A methodological overview
S Ariens, E Ceulemans, JK Adolf - Journal of Psychosomatic Research, 2020 - Elsevier
Time series analysis of intensive longitudinal data provides the psychological literature with
a powerful tool for assessing how psychological processes evolve through time. Recent …
a powerful tool for assessing how psychological processes evolve through time. Recent …
A primer on continuous-time modeling in educational research: An exemplary application of a continuous-time latent curve model with structured residuals (CT-LCM …
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 …
that corresponds to the theory of change and the research questions at hand. In the present …
Sexual orientation, gender, and gender identity microaggressions: Toward an intersectional framework for social work research
Professional ethics compel social workers to address all forms of discrimination and
oppression. Microaggressions can contribute to health disparities for marginalized groups; …
oppression. Microaggressions can contribute to health disparities for marginalized groups; …
The Bayesian reservoir model of psychological regulation.
MM Whitaker, CS Bergeman… - Psychological …, 2024 - psycnet.apa.org
Social and behavioral scientists are increasingly interested the dynamics of the processes
they study. Despite the wide array of processes studied, a fairly narrow set of models are …
they study. Despite the wide array of processes studied, a fairly narrow set of models are …
Relationship Between Intensive Passive Data Signals and Patterns of Binge-Eating Behaviors: From a Dynamical-System Approach
In this study, we investigate using passive data, specifically heart rate and actigraphy, for
individuals with binge-type eating disorders such as bulimia nervosa (BN) and binge-eating …
individuals with binge-type eating disorders such as bulimia nervosa (BN) and binge-eating …
VIII. The past, present, and future of developmental methodology
This chapter selectively reviews the evolution of quantitative practices in the field of
developmental methodology. The chapter begins with an overview of the past in …
developmental methodology. The chapter begins with an overview of the past in …
College Students' prescription drug misuse over time and links with their mental health and well-being
Prescription drug misuse (PDM) is a mounting public health concern in the US, particularly
among college students. The field's reliance on cross-sectional designs and limited controls …
among college students. The field's reliance on cross-sectional designs and limited controls …
Changes in attachment security and mindfulness as predictors of changes in depression and general anxiety
Two studies examined the role short-term changes in adult attachment and mindfulness play
in depression and general anxiety. Study 1, using a sample of college students (n= 121) …
in depression and general anxiety. Study 1, using a sample of college students (n= 121) …
Integration of stochastic differential equations using structural equation modeling: A method to facilitate model fitting and pedagogy
PR Deboeck, AJ Boulton - Structural Equation Modeling: A …, 2016 - Taylor & Francis
Stochastic differential equation (SDE) models are a promising method for modeling
intraindividual change and variability. Applications of SDEs in the social sciences are …
intraindividual change and variability. Applications of SDEs in the social sciences are …
Empirical Bayes derivative estimates
PR Deboeck - Multivariate behavioral research, 2020 - Taylor & Francis
A dynamic system is a set of interacting elements characterized by changes occurring over
time. The estimation of derivatives is a mainstay for exploring dynamics of constructs …
time. The estimation of derivatives is a mainstay for exploring dynamics of constructs …