ArticleFrontiers in psychology2022
Psychological Distress Among Infertility Patients: A Network Analysis.
Article in Frontiers in psychology, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 12 papers.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
12 citing papers in PubMed, 20 citations in OpenAlex.
- Network structure of depression and anxiety symptoms with psychosocial factors among Chinese women with primary infertility: a multi-center cross-sectional study.BMC psychiatry · 2026Article
- Stigma related to male-factor infertility in China: a scale development and validation study.BMC public health · 2026Article
- A Study of Potential Classes and Trajectories of Psychological Distress in Infertility Patients: A Study Protocol.International journal of women's health · 2026Article
- Infertility-related stress and marital intimacy among infertile couples undergoing in vitro fertilization treatment in Western Iran: A cross-sectional study.European journal of obstetrics & gynecology and reproductive biology: X · 2025Article
- Using network analysis to identify central symptoms of depression and anxiety in different profiles of infertility patients.BMC psychiatry · 2025Article
- A Qualitative Study of Fertility Preservation Experience in Women with Breast Cancer.International journal of women's health · 2025Article
- Network analysis of stress and stigma symptoms and their associations with quality of life among Chinese female infertility patients.BMC women's health · 2024Article
- Enhanced sperm isolation via bulk acoustic waves for high-throughput motility screening.Scientific reports · 2024Article
- The causal relationship of female infertility and psychiatric disorders in the European population: a bidirectional two-sample Mendelian randomization study.BMC women's health · 2024Article
- Identification of Psychological Symptom Clusters and Their Influencing Factors in Women Undergoing Assisted Reproductive Technology in China: a Cross-Sectional Study.International journal of women's health · 2024Article
- Positive sexuality, relationship satisfaction, and health: a network analysis.Frontiers in psychology · 2024Article
- Psychological distress among women undergoingFrontiers in psychology · 2022Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
3 authors at 3 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
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.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.