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.
Authors
- Na Yin
- Hongxia Lu (ORCID: https://orcid.org/0000-0002-9956-5591)
- J. M. Li (ORCID: https://orcid.org/0009-0006-3384-5220)
- Shanshan Shan (ORCID: https://orcid.org/0000-0002-8758-420X)
- Yangyang Wang (ORCID: https://orcid.org/0000-0001-5247-576X)
- Ju Zhang (ORCID: https://orcid.org/0000-0002-9415-4953)
- Jie Bai (ORCID: https://orcid.org/0000-0002-5051-7169)
- Hui Jiang (ORCID: https://orcid.org/0009-0001-3871-8101)
Institutions
- Hangzhou Normal University (CN)
- Shanghai Changning Maternity and Infant Health Hospital (CN)
- Shanghai First Maternity and Infant Hospital (CN)
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
Funders
- Hangzhou Normal University