Publications by authors named "Matthew Vowels"

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The ADVANCE toolkit: Automated descriptive video annotation in naturalistic child environments.
Naomi K Middelmann, Jean-Paul Calbimonte, Emily B Wake, Manon E Jaquerod, Nastia Junod, Matthew J Vowels

Behav Res Methods· November 2025

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A causal research pipeline and tutorial for psychologists and social scientists.
Matthew James Vowels

Psychol Methods· January 2025

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User-avatar bond as diagnostic indicator for gaming disorder: A word on the side of caution.
Alexandre Infanti, Alessandro Giardina, Josip Razum, Daniel L King, Stephanie Baggio, Matthew Vowels

J Behav Addict· December 2024

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Trying to outrun causality with machine learning: Limitations of model explainability techniques for exploratory research.
Matthew J Vowels

Psychol Methods· September 2024

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Longitudinal evidence over 2 years of the pandemic shows that poor mental health in people living with obesity may be underestimated.
Matthew J Vowels, Laura M Vowels, Jilly Gibson-Miller

PLoS One· July 2024

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Toward a causal link between attachment styles and mental health during the COVID-19 pandemic.
Laura M Vowels, Matthew J Vowels, Katherine B Carnelley, Abigail Millings, Jilly Gibson-Miller

Br J Clin Psychol· September 2023

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Emotion dynamic patterns between intimate relationship partners predict their separation two years later: A machine learning approach.
Peter Hilpert, Matthew R Vowels, Merijn Mestdagh, Laura Sels

PLoS One· July 2023

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Spectral and cross-spectral analysis-A tutorial for psychologists and social scientists.
Matthew J Vowels, Laura M Vowels, Nathan D Wood

Psychol Methods· June 2023

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Misspecification and unreliable interpretations in psychology and social science.
Matthew J Vowels

Psychol Methods· June 2023

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Is Infidelity Predictable? Using Explainable Machine Learning to Identify the Most Important Predictors of Infidelity.
Laura M Vowels, Matthew J Vowels, Kristen P Mark

J Sex Res· February 2022

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Uncovering the Most Important Factors for Predicting Sexual Desire Using Explainable Machine Learning.
Laura M Vowels, Matthew J Vowels, Kristen P Mark

J Sex Med· July 2021

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What can be learned from couple research: Examining emotional co-regulation processes in face-to-face interactions.
Peter Hilpert, Timothy R Brick, Christoph Flückiger, Matthew J Vowels, Eva Ceulemans

J Couns Psychol· July 2020

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Using spectral and cross-spectral analysis to identify patterns and synchrony in couples' sexual desire.
Matthew J Vowels, Kristen P Mark, Laura M Vowels, Nathan D Wood

PLoS One· March 2019

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The Impact of Family Economic Strain On Work-Family Conflict, Marital Support, Marital Quality, and Marital Stability During the Middle Years.
D Bruce Ross, Jerry Gale, Kandauda K A S Wickrama, Joseph Goetz, Matthew Vowels

J Pers Finance· January 2019

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