A primer on two-level dynamic structural equation models for intensive longitudinal data in Mplus.
Bibliographic Data
| ID | 23328007 |
|---|---|
| Authors | Daniel McNeish (0000-0003-1643-9408, Arizona State University), Ellen L Hamaker (Utrecht University) |
| Year | 2020 |
| Volume | 25 |
| Issue | 5 |
| Pages | 610-635 |
| Publication date | 2020-10-01 |
| Peer Reviewed | Yes |
| Open Access | No |
| Type | ARTICLE |
| Venue | Psychological Methods (JOURNAL) |
| Journal identifiers | ISSN: 1082-989X • E-ISSN: 1939-1463 |
| Publisher | American Psychological Association (APA) (PUBLISHER) |
| DOI | 10.1037/met0000250 |
| PMID | 31855015 |
| OpenAlex | W2930003956 |
| Language | EN |
| Citations received | 170 |
| References cited | 41 |
Version 8. The goal is to provide readers with a basic conceptual understanding of common models, template code, and result interpretation. We provide short descriptions of some advanced issues, but our main priority is to supply readers with a solid knowledge base so that the more advanced literature on the topic is more readily digestible to a larger group of researchers. (PsycInfo Database Record (c) 2020 APA, all rights reserved).
Data mining · Econometrics · Longitudinal data · Physics · Primer (cosmetics) · Statistics · Structural equation modeling · Computer Science · Functional Brain Connectivity Studies · Heart Rate Variability and Autonomic Control · Mathematics · Mental Health Research Topics · Psychology
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Emotion regulation difficulties in depression and anxiety
Stressor anticipation and subsequent affective well-being
Examining situational differences in momentary emotion differentiation and emotional clarity in everyday life
Why do my thoughts feel so bad? Getting at the reciprocal effects of rumination and negative affect using dynamic structural equation modeling
Affective structure, measurement invariance, and reliability across different experience sampling protocols
Teen Dating Relationships
Revealing dynamic relations between mathematics self-concept and perceived achievement from lesson to lesson
Connections during crisis
Social media use and friendship closeness in adolescents’ daily lives
Academic help-seeking interactions in the classroom
The role of student–teacher relationships in the association between negative parenting practices and emotion dynamics – Combining longitudinal and ecological momentary assessment data
Exploring within and between associations of momentary mindfulness and emotion regulation and the moderating effects of mental health among adolescents
Characterizing emotional dynamic trajectories in adolescents
Social media use and well-being
Testing relational turbulence theory in daily life using dynamic structural equation modeling
Habitual social media and smartphone use are linked to task delay for some, but not all, adolescents
Social Media Browsing and Adolescent Well-Being
Protocol and preregistration for the Codec project
The bidirectional effects of obsessive-compulsive symptoms and difficulties in emotion regulation in Chinese adults during the Covid-19 pandemic—a dynamic structural equation model
Using Experience Sampling Methodology Data to Characterize the Substance Use of Youth With or At-Risk of Psychosis
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Fluctuations in Affective States and Self-Efficacy to Resist Non-Suicidal Self-Injury as Real-Time Predictors of Non-Suicidal Self-Injurious Thoughts and Behaviors
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Differentiating Intermittent Missingness from Dropout in Dynamic Structural Equation Models
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Sensitivity of Probit Dynamic Structural Equation Models to Non-Normality of the Latent Variable Assumed to Underlie Categorical Responses
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Planned Measurement-Missing Designs in Intensive Longitudinal Studies
Temporal Misalignment in Intensive Longitudinal Data
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Academic procrastination, incentivized and self-selected spaced practice, and quiz performance in an online programming problem system
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Associations between emotion malleability beliefs and emotion regulation processes in daily life
Tracking anger at self and others and non-suicidal self-injury cognitions and behavior
An integrative analysis of potential mechanisms of reduced positive affect in daily life in depression
Manifestation of emotion regulation difficulties in intraindividual emotion dynamics
Day-to-day lagged associations between destructive parent–child conflict and negative marital interactions
Protocol for the pragmatic evaluation of the Department of the Air Force’s Personal Financial Readiness Program
Is There a Price to Pretending? Examining the Potential Cost of (Perceived) Counterdispositional Openness
What is in the news today? How media‐related affect shapes adolescents' stance towards the EU
Controlling or Caring? Associations Between Helicopter Parenting and Perceived Conflict and Support at the Within‐Family Level
Longitudinal and Daily Links Between Impulsivity and Prosocial Behavior
Daily Associations Between Perceived Maternal Privacy Invasion and Youth Information Management
Dynamic and Daily Partner-Specific Processes of Relationship Uncertainty and Enacted Relationship Talk
Adolescents’ Digital Nightlife
Social Media Use and Adolescents’ Well-Being
Connecting the Dots of Creativity and Curiosity
Parenting and adolescent anxiety within families
Dynamics of depression symptoms in adolescents during three types of psychotherapy and post‐treatment follow‐up
Unleashing the Power of AI and Big Data for Advertising
Regulatory Emotional Self‐Efficacy and Hedonic Well‐Being in Daily Life
Parents Engage in More Positive Relationship Behaviors With Partners After Experiencing Greater Coparenting Support
Explaining Heterogeneity of Daily Conflict Spillover in the Family
A moment of autonomy support brightens adolescents' mood
Strengthening parental self-efficacy and resilience
Parent–adolescent interaction quality and adolescent affect—An experience sampling study on effect heterogeneity
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The Power to Flirt
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Dynamics of parent-adolescent interactions during a discussion on career choice
Classroom anxiety, learning motivation, and English achievement of Chinese college students
Happy Days
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Identification With All Humanity Predicts Prosocial and Political Action Intentions During Covid-19
Caught in the moment
The effects of fragmented and sticky smartphone use on distraction and task delay
Conceptualizing and Examining Change in Communication Research
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A Manifesto on Psychology as Idiographic Science
The multilevel latent covariate model
Emotional Reactivity to Everyday Problems, Affective Inertia, and Neuroticism
Investigating inter-individual differences in short-term intra-individual variability.
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The New Person-Specific Paradigm in Psychology
Choosing Prediction Over Explanation in Psychology
No Time Like the Present
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Analysis of Longitudinal Data
Growth Modeling Using Random Coefficient Models
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An Application of a Mixed‐Effects Location Scale Model for Analysis of Ecological Momentary Assessment (EMA) Data
The ABC’s of LGM
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Emotional Inertia and Psychological Maladjustment
Time-structured and net intraindividual variability
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A Gentle Introduction to Bayesian Analysis
How to compare cross-lagged associations in a multilevel autoregressive model.
Centering predictor variables in cross-sectional multilevel models
Biases in Dynamic Models with Fixed Effects
A general multilevel SEM framework for assessing multilevel mediation.
Hypothesis Testing Using Factor Score Regression
Trends in Ambulatory Self-Report
The Effect of Different Forms of Centering in Hierarchical Linear Models
Commentary
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Toward a Unified Framework for the Study of Between-Person and Within-Person Structures
Bayesian Data Analysis with the Bivariate Hierarchical Ornstein-Uhlenbeck Process Model
Individual Pooling for Group-Based Modeling Under the Assumption of Ergodicity
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| Unique citing works | 170 |
|---|---|
| Citations per year | 28,33 |
| Citation span | 2020 - 2026 (7) |
| Citation velocity | current |
| Highly cited | Yes |
| Citation types | Neutral: 159 |