Factors associated with childbirth readiness among pregnant women: a Bayesian network analysis

Previous studies on childbirth readiness have mainly relied on regression models, which are unable to elucidate the intrinsic interconnections among influencing factors. By constructing a Bayesian model, this study demonstrated that women with high self-efficacy, no fear of childbirth, high eHealth literacy, and multiparity had the highest probability of achieving complete childbirth readiness (83.3%).

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Publication Details

Journal
Journal of Obstetrics and Gynaecology
Published
2026-02-11
DOI
https://doi.org/10.1080/01443615.2026.2626380
Primary Topic
Maternal and Perinatal Health Interventions
Type
article
Field-Weighted Citation Impact
0.00
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article

Factors associated with childbirth readiness among pregnant women: a Bayesian network analysis

Danni Wu, Xiaotong Zhang, Ningying Zhou, Yuqing Zan et al.
Journal of Obstetrics and Gynaecology
Maternal and Perinatal Health Interventions
article

Factors associated with childbirth readiness among pregnant women: a Bayesian network analysis

Danni Wu, Xiaotong Zhang, Ningying Zhou, Yuqing Zan, Fei Sun, Min Liu, Shanshan Hu
article en

Abstract

Previous studies on childbirth readiness have mainly relied on regression models, which are unable to elucidate the intrinsic interconnections among influencing factors. By constructing a Bayesian model, this study demonstrated that women with high self-efficacy, no fear of childbirth, high eHealth literacy, and multiparity had the highest probability of achieving complete childbirth readiness (83.3%).

Journal of Obstetrics and GynaecologyVol. 46(1)
Jiangnan University (CN), Westlake University (CN), Soochow University (CN), Jiangxi Maternal and Child Health Hospital (CN), Affiliated Hangzhou First People's Hospital, Westlake University, School of Medicine (CN), First Affiliated Hospital of Soochow University (CN)
Quality Education
Openalex Percentile: Top 62%
Maternal and Perinatal Health Interventions
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