ArticleJCPP advances2024
Comparing findings from the random-intercept cross-lagged panel model and the monozygotic twin difference cross-lagged panel model: Maladaptive parenting and offspring emotional and behavioural problems.
Article in JCPP advances, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers, 1 of them a synthesis that pooled it.
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
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Who cites it
9 citing papers in PubMed, 1 synthesis or guideline pooled it, 6 citations in OpenAlex.
- Positive and negative parenting practices and offspring disruptive behavior: A meta-analytic review of quasi-experimental evidence.Psychological bulletin · 2025Pooled it
- Seeds of discord: Unravelling family conflict, parenting, and child externalizing behaviours.The British journal of developmental psychology · 2026Article
- The association between sleep disturbance and stimulant use: A cross-lagged examination.Addiction (Abingdon, England) · 2026Article
- Changing Family Dynamics Through Childhood: Exploring Household Chaos as a Moderator of Bidirectional Effects Between Parent and Child Behaviors.JAACAP open · 2026Article
- Article
- Longitudinal associations between physical activity and cognition post-stroke: the Nor-COAST study.Brain communications · 2026Article
- Disentangling stable traits from dynamic processes: a longitudinal investigation of academic burnout and problematic mobile phone use.Frontiers in psychiatry · 2026Article
- Directional associations between antisocial behavior and alcohol use disorder symptoms from adolescence through adulthood: A sibling comparison cross-lagged approach.Alcohol, clinical & experimental research · 2025Article
- Article
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Authors and funding
7 authors at 2 institutions in 4 countries.
Funding
Abstract
Background: In this study we compare results obtained when applying the monozygotic twin difference cross-lagged panel model (MZD-CLPM) and a random intercept cross-lagged panel model (RI-CLPM) to the same data. Each of these models is designed to strengthen researchers' ability to draw causal inference from cross-lagged associations. We explore differences and similarities in how each model does this, and in the results each model produces. Specifically, we examine associations between maladaptive parenting and child emotional and behavioural problems in identical twins aged 9, 12 and 16. Method: Child reports of 5698 identical twins from the Twins Early Development Study (TEDS) were analysed. We ran a regular CLPM to anchor our findings within the current literature, then applied the MZD-CLPM and the RI-CLPM. Results: The RI-CLPM and MZD-CLPM each enable researchers to evaluate the direction of effects between correlated variables, after accounting for unmeasured sources of potential confounding. Our interpretation of these models therefore focusses primarily on the magnitude and significance of cross-lagged associations. In both the MZD-CLPM and the RI-CLPM behavioural problems at age 9 resulted in higher levels of maladaptive parenting at age 12. Other effects were not consistently significant across the two models, although the majority of estimates pointed in the same direction. Conclusion: In light of the triangulated methods, differences in the results obtained using the MZD-CLPM and the RI-CLPM underline the importance of careful consideration of what sources of unmeasured confounding different models control for and that nuance is required when interpreting findings using such models. We provide an overview of what the CLPM, RI-CLPM and MZD-CLPM can and cannot control for in this respect and the conclusions that can be drawn from each model.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.