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Psychological Distress Among Infertility Patients: A Network Analysis
BACKGROUND: Psychological distress is common among infertility patients. Total scale scores are often used to represent the severity of anxiety, depression, or stress, which ignores important differences between specific symptoms, and relationships between symptoms. This study aimed to identify patt...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Frontiers Media S.A.
2022
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9274242/ https://www.ncbi.nlm.nih.gov/pubmed/35837642 http://dx.doi.org/10.3389/fpsyg.2022.906226 |
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author | Cao, Danfeng Bai, Caifeng Zhang, Guoxiang |
author_facet | Cao, Danfeng Bai, Caifeng Zhang, Guoxiang |
author_sort | Cao, Danfeng |
collection | PubMed |
description | BACKGROUND: Psychological distress is common among infertility patients. Total scale scores are often used to represent the severity of anxiety, depression, or stress, which ignores important differences between specific symptoms, and relationships between symptoms. This study aimed to identify patterns of psychological distress experienced by infertility patients and to identify the most central symptoms of anxiety, depression, and stress. METHOD: From June to September 2016, 740 infertility patients were included in this cross-sectional study. Infertility patients were asked to complete the Generalized Anxiety Disorder-7, Patients Health Questionnaire-9 (PHQ-9), and Fertility Problem Inventory. Network analysis was used to examine the patterns of psychological distress in infertility patients and to test the most central symptoms of anxiety, depression, and stress. RESULTS: Restlessness was the most central symptom in infertility patients. “Feelings of guilt” had the highest strength among PHQ-9 symptoms. “Relationship concern stress” and “sexual concern stress” had the strongest connections in the network. Stability estimation indicated that the order of node strength centrality was more stable than the order of closeness and betweenness (the CS-coefficients were 0.75, 0.13, and 0.67, respectively). In addition, network structure and global strength were invariant across gender. LIMITATIONS: The cross-sectional design did not permit identification of causal relationships. Patients in this study were recruited from one reproductive hospital; especially, most patients had low socioeconomic status, which limits generalizability of the findings. CONCLUSION: This study reinforces the need to better understand the underlying causes of psychological distress in infertile patients. A more detailed investigation of the relationship between these symptoms could provide information for psychosocial interventions aimed beyond “alleviating psychological distress.” We should consider the individual psychological symptom pattern and its potential causes in infertility patients instead of assuming a consistent psychological distress structure. |
format | Online Article Text |
id | pubmed-9274242 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-92742422022-07-13 Psychological Distress Among Infertility Patients: A Network Analysis Cao, Danfeng Bai, Caifeng Zhang, Guoxiang Front Psychol Psychology BACKGROUND: Psychological distress is common among infertility patients. Total scale scores are often used to represent the severity of anxiety, depression, or stress, which ignores important differences between specific symptoms, and relationships between symptoms. This study aimed to identify patterns of psychological distress experienced by infertility patients and to identify the most central symptoms of anxiety, depression, and stress. METHOD: From June to September 2016, 740 infertility patients were included in this cross-sectional study. Infertility patients were asked to complete the Generalized Anxiety Disorder-7, Patients Health Questionnaire-9 (PHQ-9), and Fertility Problem Inventory. Network analysis was used to examine the patterns of psychological distress in infertility patients and to test the most central symptoms of anxiety, depression, and stress. RESULTS: Restlessness was the most central symptom in infertility patients. “Feelings of guilt” had the highest strength among PHQ-9 symptoms. “Relationship concern stress” and “sexual concern stress” had the strongest connections in the network. Stability estimation indicated that the order of node strength centrality was more stable than the order of closeness and betweenness (the CS-coefficients were 0.75, 0.13, and 0.67, respectively). In addition, network structure and global strength were invariant across gender. LIMITATIONS: The cross-sectional design did not permit identification of causal relationships. Patients in this study were recruited from one reproductive hospital; especially, most patients had low socioeconomic status, which limits generalizability of the findings. CONCLUSION: This study reinforces the need to better understand the underlying causes of psychological distress in infertile patients. A more detailed investigation of the relationship between these symptoms could provide information for psychosocial interventions aimed beyond “alleviating psychological distress.” We should consider the individual psychological symptom pattern and its potential causes in infertility patients instead of assuming a consistent psychological distress structure. Frontiers Media S.A. 2022-06-28 /pmc/articles/PMC9274242/ /pubmed/35837642 http://dx.doi.org/10.3389/fpsyg.2022.906226 Text en Copyright © 2022 Cao, Bai and Zhang. 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 Cao, Danfeng Bai, Caifeng Zhang, Guoxiang Psychological Distress Among Infertility Patients: A Network Analysis |
title | Psychological Distress Among Infertility Patients: A Network Analysis |
title_full | Psychological Distress Among Infertility Patients: A Network Analysis |
title_fullStr | Psychological Distress Among Infertility Patients: A Network Analysis |
title_full_unstemmed | Psychological Distress Among Infertility Patients: A Network Analysis |
title_short | Psychological Distress Among Infertility Patients: A Network Analysis |
title_sort | psychological distress among infertility patients: a network analysis |
topic | Psychology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9274242/ https://www.ncbi.nlm.nih.gov/pubmed/35837642 http://dx.doi.org/10.3389/fpsyg.2022.906226 |
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