Path Model Validation of Breastfeeding Intention Among Pregnant Women

母乳喂养 社会心理的 路径分析(统计学) 心理干预 计划行为理论 自我效能感 健康信念模型 结构方程建模 心理学 促进母乳喂养 医学 描述性统计 健康促进 社会心理学 护理部 公共卫生 计算机科学 统计 儿科 控制(管理) 数学 机器学习 精神科 人工智能
作者
Na’ Tasha Evans,Yu-Lin Hsu,Jiunn-Jye Sheu
出处
期刊:Journal of Obstetric, Gynecologic, & Neonatal Nursing [Elsevier BV]
卷期号:50 (2): 167-180 被引量:8
标识
DOI:10.1016/j.jogn.2020.10.007
摘要

Abstract

Objective

To validate a blended health belief model and integrated behavioral model of selected modifiable psychosocial constructs during pregnancy to seek the best-fit path model for breastfeeding intention.

Design

A nonexperimental, cross-sectional study.

Setting

A virtual online market research sample aggregator.

Participants

Women (N = 300) between 18 and 45 years of age in their second or third trimesters of pregnancy participated in the study in February 2018.

Methods

Based on the health belief model and the integrated behavioral model, we proposed a theoretical framework, including self-efficacy for breastfeeding, knowledge, perceived benefits, perceived barriers, attitude toward breastfeeding, patient–provider interaction, and motivation to breastfeed, to predict breastfeeding intention. We administered a 98-item questionnaire modified from preexisting instruments. We conducted descriptive, bivariate, and regression analyses to help with the formation of the path model.

Results

The best-fit path model with all significant paths and effect directions showed that intention to breastfeed is directly influenced by motivation to breastfeed, attitudes toward breastfeeding, and self-efficacy for breastfeeding, which together accounted for 56% (R2) of the variance in intention. We also identified indirect effects from knowledge about breastfeeding, patient–provider interaction, perceived benefits, and perceived barriers and their interrelationships with effect directions.

Conclusion

Through our findings, we contribute to the emerging body of evidence that shows the significant variables and their effect directions for breastfeeding intention. Incorporating these findings may provide support and evidence for clinical and community interventions focusing on modifiable psychosocial constructs during pregnancy to promote breastfeeding and further investigations using health behavior theories.

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