Analysis of dynamic psychological processes to understand and promote physical activity behaviour using intensive longitudinal methods: A primer

GR Ruissen, BD Zumbo, RE Rhodes… - Health Psychology …, 2022 - Taylor & Francis
Physical activity behaviour displays temporal variability, and is influenced by a range of
dynamic psychological processes (eg, affect) and shaped by various co-occurring events …

A continuous-time approach to intensive longitudinal data: what, why, and how?

O Ryan, RM Kuiper, EL Hamaker - … time modeling in the behavioral and …, 2018 - Springer
The aim of this chapter is to (a) provide a broad didactical treatment of the first-order
stochastic differential equation model—also known as the continuous-time (CT) first-order …

Detecting impending symptom transitions using early-warning signals in individuals receiving treatment for depression

MA Helmich, AC Smit, LF Bringmann… - Clinical …, 2023 - journals.sagepub.com
Drawing on dynamical systems theory, we investigated whether within-persons-detected
early-warning signals in momentary affect preceded critical transitions toward lower levels of …

The situational meaning in life evaluation (SMILE): development and validation studies

M Zambelli, S Tagliabue - Journal of Happiness Studies, 2024 - Springer
The present multi-study work presents a new self-report measure of meaning in life in the
context of situational life experiences. Study 1 presents the development of the Situational …

Assessing intra-and inter-individual reliabilities in intensive longitudinal studies: A two-level random dynamic model-based approach.

Y Xiao, P Wang, H Liu - Psychological Methods, 2023 - psycnet.apa.org
Intensive longitudinal studies are becoming increasingly popular because of their potential
for studying the individual dynamics of psychological processes. However, measures used …

Complex systems approaches to psychopathology

LF Bringmann, MA Helmich, MI Eronen… - Oxford textbook of …, 2023 - books.google.com
Science is permeated by complexity. In biology, systems such as insect colonies, flocks of
birds, or ecosystems exhibit extremely complex behavior. For example, ant colonies …

[PDF][PDF] Evaluating the practical relevance of observed effect sizes in psychological research

F Anvari, R Kievit, D Lakens, AK Przybylski… - Preprint …, 2021 - researchgate.net
Psychological researchers currently lack guidance for how to evaluate the practical
relevance of observed effect sizes, ie whether a finding will have impact when translated to a …

Computational models for affect dynamics

N Vanhasbroeck, S Ariens, F Tuerlinckx, T Loossens - Affect dynamics, 2021 - Springer
Computational models of affect dynamics are ubiquitous. These models are appropriate for
either exploring intensive longitudinal data or testing theories about affect dynamics. In this …

Understanding the time course of interventions with continuous time dynamic models

CC Driver, MC Voelkle - Continuous time modeling in the behavioral and …, 2018 - Springer
How long does a treatment take to reach maximum effect? Is the effect maintained or does it
dissipate or perhaps even reverse? Do certain sorts of people respond faster or stronger …

From physics to social interactions: Scientific unification via dynamics

PG Amazeen - Cognitive Systems Research, 2018 - Elsevier
The principle of dynamical similitude—the belief that the same behavior may be exhibited by
very different systems—allows us to use mathematical models from physics to understand …