Mapping Psychological Well-Being in Morbid Obesity: A Network Analysis Approach

<b>Background/Objectives</b>: Identifying key psychological well-being factors in morbid obesity is crucial for designing effective mental health and weight management interventions. This study explores the interconnections between the dimensions of psychological well-being in a large sample of adults with morbid obesity enrolled in an inpatient nutritional rehabilitation program. <b>Methods</b>: A sample of 3212 participants (F = 58%; mean age = 57.18 years; mean Body Mass Index = 43.40 kg/m<sup>2</sup>) completed the Psychological General Well-Being Index (PGWBI) upon admission to the clinic. A network analysis approach examined the relationships among the PGWBI dimensions (anxiety, depression, positive well-being, self-control, vitality, and general health). <b>Results</b>: Network analysis revealed that vitality and positive well-being exhibited the highest values across closeness (1.432; 0.353), strength (0.853; 0.917), and expected influence (0.853; 0917), indicating their key role in psychological well-being. Depression also demonstrated moderate relevance, suggesting its connection to other well-being factors, though it was not the primary determinant. In contrast, self-control and general health had negative strength and expected influence values (-0.660; -1.641), indicating a less central role in the network. Additionally, anxiety and depression displayed negative betweenness (-0.645), reinforcing their more peripheral position. Conversely, positive well-being and vitality showed the highest betweenness (1.291), highlighting their role as key connecting nodes within the well-being network. <b>Conclusions</b>: Findings suggest interventions targeting positive well-being and vitality may most effectively enhance psychological well-being in morbid obesity, emphasizing strength-based approaches that foster positive affect, motivation, and resilience rather than focusing solely on reducing distress or weight-related concerns.

Authors

Institutions

Publication Details

Journal
Journal of Clinical Medicine
Published
2025-03-18
DOI
https://doi.org/10.3390/jcm14062076
Citations
1
Primary Topic
Mental Health Research Topics
Type
article
Field-Weighted Citation Impact
2.12
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Mapping Psychological Well-Being in Morbid Obesity: A Network Analysis Approach

Valentina Villa, Alessandro Sartório, Amelia Brunani, Anna Guerrini-Usubini et al.
1 citations
Journal of Clinical Medicine
Mental Health Research Topics
2.12
article

Mapping Psychological Well-Being in Morbid Obesity: A Network Analysis Approach

Valentina Villa, Alessandro Sartório, Amelia Brunani, Anna Guerrini-Usubini, Gianluca Castelnuovo, Giada Pietrabissa
article en
1 citations

Abstract

<b>Background/Objectives</b>: Identifying key psychological well-being factors in morbid obesity is crucial for designing effective mental health and weight management interventions. This study explores the interconnections between the dimensions of psychological well-being in a large sample of adults with morbid obesity enrolled in an inpatient nutritional rehabilitation program. <b>Methods</b>: A sample of 3212 participants (F = 58%; mean age = 57.18 years; mean Body Mass Index = 43.40 kg/m<sup>2</sup>) completed the Psychological General Well-Being Index (PGWBI) upon admission to the clinic. A network analysis approach examined the relationships among the PGWBI dimensions (anxiety, depression, positive well-being, self-control, vitality, and general health). <b>Results</b>: Network analysis revealed that vitality and positive well-being exhibited the highest values across closeness (1.432; 0.353), strength (0.853; 0.917), and expected influence (0.853; 0917), indicating their key role in psychological well-being. Depression also demonstrated moderate relevance, suggesting its connection to other well-being factors, though it was not the primary determinant. In contrast, self-control and general health had negative strength and expected influence values (-0.660; -1.641), indicating a less central role in the network. Additionally, anxiety and depression displayed negative betweenness (-0.645), reinforcing their more peripheral position. Conversely, positive well-being and vitality showed the highest betweenness (1.291), highlighting their role as key connecting nodes within the well-being network. <b>Conclusions</b>: Findings suggest interventions targeting positive well-being and vitality may most effectively enhance psychological well-being in morbid obesity, emphasizing strength-based approaches that foster positive affect, motivation, and resilience rather than focusing solely on reducing distress or weight-related concerns.

Journal of Clinical MedicineVol. 14(6)
University of Milan (IT), IRCCS Istituto Auxologico Italiano (IT), Istituti di Ricovero e Cura a Carattere Scientifico (IT)
Zero hunger
Openalex Percentile: Top 16%
Mental Health Research Topics
2.12
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.