Advances in mediation analysis: A survey and synthesis of new developments
KJ Preacher - Annual review of psychology, 2015 - annualreviews.org
Mediation processes are fundamental to many classic and emerging theoretical paradigms
within psychology. Innovative methods continue to be developed to address the diverse …
within psychology. Innovative methods continue to be developed to address the diverse …
Hierarchical Bayesian continuous time dynamic modeling.
CC Driver, MC Voelkle - Psychological methods, 2018 - psycnet.apa.org
Continuous time dynamic models are similar to popular discrete time models such as
autoregressive cross-lagged models, but through use of stochastic differential equations can …
autoregressive cross-lagged models, but through use of stochastic differential equations can …
On measuring and modeling physiological synchrony in dyads
Physiological synchrony within a dyad, or the degree of temporal correspondence between
two individuals' physiological systems, has become a focal area of psychological research …
two individuals' physiological systems, has become a focal area of psychological research …
What can be learned from couple research: Examining emotional co-regulation processes in face-to-face interactions.
A crucial component of successful counseling and psychotherapy is the dyadic emotion co-
regulation process between patient and therapist that unfolds moment to moment during …
regulation process between patient and therapist that unfolds moment to moment during …
Trait stress resistance and dynamic stress dissipation on health and well-being: The reservoir model
CS Bergeman, PR Deboeck - Research in Human Development, 2014 - Taylor & Francis
Daily data from the NDHWB (n= 783; age range 37–90) were analyzed to produce 'dynamic
characteristic'estimates of stress input and dissipation. These were used in multi-level …
characteristic'estimates of stress input and dissipation. These were used in multi-level …
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 …
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) …
Implications of Dynamic Systems for Future Methodology in Developmental and Learning Science
PR Deboeck, GJ Geldhof, D Yu - Review of Research in …, 2023 - journals.sagepub.com
Children develop and learn within dynamic contexts, yet the simplifying assumptions of
common statistical methods often relegate such complexity to unexplained error. This …
common statistical methods often relegate such complexity to unexplained error. This …
Continuous‐time causal mediation analysis
JM Albert, Y Li, J Sun, WA Woyczynski… - Statistics in …, 2019 - Wiley Online Library
While causal mediation analysis has seen considerable recent development for a single
measured mediator (M) and final outcome (Y), less attention has been given to repeatedly …
measured mediator (M) and final outcome (Y), less attention has been given to repeatedly …