Please use this identifier to cite or link to this item: http://doi.org/10.25358/openscience-6839
Authors: Schueler, Katja
Fritz, Jessica
Dorfschmidt, Lena
Harmelen, Anne-Laura van
Stroemer, Eike
Wessa, Michèle
Title: Psychological network analysis of general self-efficacy in high vs. low resilient Functioning healthy adults
Online publication date: 24-Mar-2022
Language: english
Abstract: Resilience to stress has gained increasing interest by researchers from the field of mental health and illness and some recent studies have investigated resilience from a network perspective. General self-efficacy constitutes an important resilience factor. High levels of self-efficacy have shown to promote resilience by serving as a stress buffer. However, little is known about the role of network connectivity of self-efficacy in the context of stress resilience. The present study aims at filling this gap by using psychological network analysis to study self-efficacy and resilience. Based on individual resilient functioning scores, we divided a sample of 875 mentally healthy adults into a high and low resilient functioning group. To compute these scores, we applied a novel approach based on Partial Least Squares Regression on self-reported stress and mental health measures. Separately for both groups, we then estimated regularized partial correlation networks of a ten-item self-efficacy questionnaire. We compared three different global connectivity measures–strength, expected influence, and shortest path length–as well as absolute levels of self-efficacy between the groups. Our results supported our hypothesis that stronger network connectivity of self-efficacy would be present in the highly resilient functioning group compared to the low resilient functioning group. In addition, the former showed higher absolute levels of general self-efficacy. Future research could consider using partial least squares regression to quantify resilient functioning to stress and to study the association between network connectivity and resilient functioning in other resilience factors.
DDC: 150 Psychologie
150 Psychology
Institution: Johannes Gutenberg-Universität Mainz
Department: FB 02 Sozialwiss., Medien u. Sport
Place: Mainz
ROR: https://ror.org/023b0x485
DOI: http://doi.org/10.25358/openscience-6839
Version: Published version
Publication type: Zeitschriftenaufsatz
License: CC BY
Information on rights of use: https://creativecommons.org/licenses/by/4.0/
Journal: Frontiers in psychiatry
12
Pages or article number: 736147
Publisher: Frontiers Research Foundation
Publisher place: Lausanne
Issue date: 2021
ISSN: 1664-0640
Publisher DOI: 10.3389/fpsyt.2021.736147
Appears in collections:JGU-Publikationen

Files in This Item:
  File Description SizeFormat
Thumbnail
psychological_network_analysi-20220322105718112.pdf666.16 kBAdobe PDFView/Open