Construction and validation of a predictive model for exclusive breastfeeding at discharge based on the information-motivation-behavioral skills theory

This study successfully constructed and preliminarily validated a pure breastfeeding prediction model based on the IMB theory. The model demonstrates good calibration and moderate discriminatory ability, enabling clinicians to identify mothers at higher risk for exclusive breastfeeding failure early before discharge. Although its external validation performance suggests that its generalizability requires further validation in larger samples and more centers, its robust theoretical foundation positions it as a valuable risk assessment and screening tool. This provides a meaningful reference framework and methodological starting point for developing precise, efficient, and targeted nursing interventions in the future.

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Publication Details

Journal
Frontiers in Medicine
Published
2025-10-30
DOI
https://doi.org/10.3389/fmed.2025.1683293
Primary Topic
Breastfeeding Practices and Influences
Type
article
Field-Weighted Citation Impact
0.00

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article

Construction and validation of a predictive model for exclusive breastfeeding at discharge based on the information-motivation-behavioral skills theory

Na Yin, Hongxia Lu, J. M. Li, Shanshan Shan et al.
Frontiers in Medicine
Breastfeeding Practices and Influences
article

Construction and validation of a predictive model for exclusive breastfeeding at discharge based on the information-motivation-behavioral skills theory

Na Yin, Hongxia Lu, J. M. Li, Shanshan Shan, Yangyang Wang, Ju Zhang, Jie Bai, Hui Jiang
article en

Abstract

This study successfully constructed and preliminarily validated a pure breastfeeding prediction model based on the IMB theory. The model demonstrates good calibration and moderate discriminatory ability, enabling clinicians to identify mothers at higher risk for exclusive breastfeeding failure early before discharge. Although its external validation performance suggests that its generalizability requires further validation in larger samples and more centers, its robust theoretical foundation positions it as a valuable risk assessment and screening tool. This provides a meaningful reference framework and methodological starting point for developing precise, efficient, and targeted nursing interventions in the future.

Frontiers in MedicineVol. 12
Hangzhou Normal University (CN), Shanghai Changning Maternity and Infant Health Hospital (CN), Shanghai First Maternity and Infant Hospital (CN)
Hangzhou Normal University
Openalex Percentile: Top 58%
Breastfeeding Practices and Influences
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