Evidence map›Paper›PMID 42180737›Full record

ArticleFrontiers in medicine2026

Risk prediction model for non-exclusive breastfeeding within 6 weeks postpartum in primiparous women.

Lina Yang, Xiaohong Zhu, Wenjie Wang, Chunling Bao, Rui Fang, Longfang Ni, Rui Tai, Mengru Liu, Cuiqin Huang, Rong Huang

Abstract read
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Article in Frontiers in medicine, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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4 · The record

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5 · Who and what money

Authors and funding

10 authors.

Lina Yang *Department of Nursing, Shanghai Sixth People's Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, China.
Xiaohong Zhu *Department of Nursing, Shanghai Sixth People's Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, China.
Wenjie Wang *Department of Nursing, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China.
Chunling BaoDepartment of Obstetrics and Gynecology, Shanghai Sixth People's Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, China.
Rui FangDepartment of Nursing, Shanghai Sixth People's Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, China.
Longfang NiDepartment of Nursing, Shanghai Sixth People's Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, China.
Rui TaiDepartment of Nursing, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China.
Mengru LiuDepartment of Nursing, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China.
Cuiqin HuangDepartment of Nursing, Shanghai Sixth People's Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, China.
Rong HuangDepartment of Nursing, Shanghai Key Laboratory of Maternal Fetal Medicine, Shanghai Institute of Maternal-Fetal Medicine and Gynecologic Oncology, Shanghai First Maternity and Infant Hospital, School of Medicine, Tongji University, Shanghai, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Objective: To examine the occurrence of non-exclusive breastfeeding within 6 weeks postpartum in primiparous women and to establish a risk prediction model for early identification of women at high risk. Methods: In this single-center prospective cohort study, primiparous women who delivered at a tertiary general hospital in Shanghai, China, between July 2024 and July 2025 were consecutively recruited by convenience sampling. Baseline information was collected during postpartum hospitalization, and infant feeding patterns were followed weekly for 6 weeks after discharge. Candidate predictors were derived from self-designed questionnaires and standardized scales. Univariable analyses and multivariable logistic regression were performed to identify factors associated with non-exclusive breastfeeding within 6 weeks postpartum. Model performance was assessed by the likelihood ratio test, Hosmer-Lemeshow goodness-of-fit test, and receiver operating characteristic analysis. Results: Among the 650 primiparous women included in the study, 322 developed non-exclusive breastfeeding within 6 weeks postpartum, corresponding to an incidence of 49.53%. Immediate postpartum latching, amniotic fluid abnormality, Social and Professional Support, Positive Breastfeeding Sentiment, total breastfeeding behavior score, total infant feeding intention score, and total breastfeeding knowledge score were independently associated with non-exclusive breastfeeding within 6 weeks postpartum (all Conclusion: Non-exclusive breastfeeding within 6 weeks postpartum was common in primiparous women. The proposed prediction model showed good performance and may provide a useful tool for early risk stratification and targeted breastfeeding support in clinical practice.

Indexed as

breastfeeding supportnon-exclusive breastfeedingpostpartum periodprimiparous womenrisk prediction model

Identifiers

PMID42180737
PMCPMC13190608

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