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Securing Your Relationship: Quality of Intimate Relationships During the COVID-19 Pandemic Can Be Predicted by Attachment Style
The COVID-19 pandemic along with the restrictions that were introduced within Europe starting in spring 2020 allows for the identification of predictors for relationship quality during unstable and stressful times. The present study began as strict measures were enforced in response to the rising sp...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8334360/ https://www.ncbi.nlm.nih.gov/pubmed/34366966 http://dx.doi.org/10.3389/fpsyg.2021.647956 |
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author | Eder, Stephanie J. Nicholson, Andrew A. Stefanczyk, Michal M. Pieniak, Michał Martínez-Molina, Judit Pešout, Ondra Binter, Jakub Smela, Patrick Scharnowski, Frank Steyrl, David |
author_facet | Eder, Stephanie J. Nicholson, Andrew A. Stefanczyk, Michal M. Pieniak, Michał Martínez-Molina, Judit Pešout, Ondra Binter, Jakub Smela, Patrick Scharnowski, Frank Steyrl, David |
author_sort | Eder, Stephanie J. |
collection | PubMed |
description | The COVID-19 pandemic along with the restrictions that were introduced within Europe starting in spring 2020 allows for the identification of predictors for relationship quality during unstable and stressful times. The present study began as strict measures were enforced in response to the rising spread of the COVID-19 virus within Austria, Poland, Spain and Czech Republic. Here, we investigated quality of romantic relationships among 313 participants as movement restrictions were implemented and subsequently phased out cross-nationally. Participants completed self-report questionnaires over a period of 7 weeks, where we predicted relationship quality and change in relationship quality using machine learning models that included a variety of potential predictors related to psychological, demographic and environmental variables. On average, our machine learning models predicted 29% (linear models) and 22% (non-linear models) of the variance with regard to relationship quality. Here, the most important predictors consisted of attachment style (anxious attachment being more influential than avoidant), age, and number of conflicts within the relationship. Interestingly, environmental factors such as the local severity of the pandemic did not exert a measurable influence with respect to predicting relationship quality. As opposed to overall relationship quality, the change in relationship quality during lockdown restrictions could not be predicted accurately by our machine learning models when utilizing our selected features. In conclusion, we demonstrate cross-culturally that attachment security is a major predictor of relationship quality during COVID-19 lockdown restrictions, whereas fear, pathogenic threat, sexual behavior, and the severity of governmental regulations did not significantly influence the accuracy of prediction. |
format | Online Article Text |
id | pubmed-8334360 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-83343602021-08-05 Securing Your Relationship: Quality of Intimate Relationships During the COVID-19 Pandemic Can Be Predicted by Attachment Style Eder, Stephanie J. Nicholson, Andrew A. Stefanczyk, Michal M. Pieniak, Michał Martínez-Molina, Judit Pešout, Ondra Binter, Jakub Smela, Patrick Scharnowski, Frank Steyrl, David Front Psychol Psychology The COVID-19 pandemic along with the restrictions that were introduced within Europe starting in spring 2020 allows for the identification of predictors for relationship quality during unstable and stressful times. The present study began as strict measures were enforced in response to the rising spread of the COVID-19 virus within Austria, Poland, Spain and Czech Republic. Here, we investigated quality of romantic relationships among 313 participants as movement restrictions were implemented and subsequently phased out cross-nationally. Participants completed self-report questionnaires over a period of 7 weeks, where we predicted relationship quality and change in relationship quality using machine learning models that included a variety of potential predictors related to psychological, demographic and environmental variables. On average, our machine learning models predicted 29% (linear models) and 22% (non-linear models) of the variance with regard to relationship quality. Here, the most important predictors consisted of attachment style (anxious attachment being more influential than avoidant), age, and number of conflicts within the relationship. Interestingly, environmental factors such as the local severity of the pandemic did not exert a measurable influence with respect to predicting relationship quality. As opposed to overall relationship quality, the change in relationship quality during lockdown restrictions could not be predicted accurately by our machine learning models when utilizing our selected features. In conclusion, we demonstrate cross-culturally that attachment security is a major predictor of relationship quality during COVID-19 lockdown restrictions, whereas fear, pathogenic threat, sexual behavior, and the severity of governmental regulations did not significantly influence the accuracy of prediction. Frontiers Media S.A. 2021-07-21 /pmc/articles/PMC8334360/ /pubmed/34366966 http://dx.doi.org/10.3389/fpsyg.2021.647956 Text en Copyright © 2021 Eder, Nicholson, Stefanczyk, Pieniak, Martínez-Molina, Pešout, Binter, Smela, Scharnowski and Steyrl. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Psychology Eder, Stephanie J. Nicholson, Andrew A. Stefanczyk, Michal M. Pieniak, Michał Martínez-Molina, Judit Pešout, Ondra Binter, Jakub Smela, Patrick Scharnowski, Frank Steyrl, David Securing Your Relationship: Quality of Intimate Relationships During the COVID-19 Pandemic Can Be Predicted by Attachment Style |
title | Securing Your Relationship: Quality of Intimate Relationships During the COVID-19 Pandemic Can Be Predicted by Attachment Style |
title_full | Securing Your Relationship: Quality of Intimate Relationships During the COVID-19 Pandemic Can Be Predicted by Attachment Style |
title_fullStr | Securing Your Relationship: Quality of Intimate Relationships During the COVID-19 Pandemic Can Be Predicted by Attachment Style |
title_full_unstemmed | Securing Your Relationship: Quality of Intimate Relationships During the COVID-19 Pandemic Can Be Predicted by Attachment Style |
title_short | Securing Your Relationship: Quality of Intimate Relationships During the COVID-19 Pandemic Can Be Predicted by Attachment Style |
title_sort | securing your relationship: quality of intimate relationships during the covid-19 pandemic can be predicted by attachment style |
topic | Psychology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8334360/ https://www.ncbi.nlm.nih.gov/pubmed/34366966 http://dx.doi.org/10.3389/fpsyg.2021.647956 |
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