安徽省育龄女性单身生育意愿现状及影响因素预测模型构建

    Construction of prediction model for single childbearing intention of women of childbearing age and influencing factors in Anhui province

    • 摘要:
      目的: 了解安徽省育龄女性单身生育意愿现状及其影响因素,构建单身生育意愿的预测模型,为相关部门提供参考依据。
      方法: 采用目标抽样方法选取抽取安徽皖南、皖北、皖中三个地理位置的育龄女性为研究对象,依据是否有单身生育意愿分成单身生育组和非单身生育组。采用logistic 回归分析单身生育意愿的影响因素,Hosmer-Lemeshow检验及ROC曲线分别检验模型拟合优度及预测效果。
      结果: 784名女性中,有单身生育意愿的女性为21.94%(172/784)。是否独生子女、受教育程度、生育成本、生育效用和生育倾向是单身生育意愿发生的影响因素(P < 0.01)。模型拟合优度良好(χ2 = 8.89,P > 0.05),ROC曲线下AUC为0.876(P < 0.01,95%CI:0.845~0.907),灵敏度为73.8%,特异度为88.7%,实际应用的正确率为89.2%。
      结论: 安徽省育龄女性单身生育意愿不仅发生在单身和离异女性身上,部分已婚女性也表现出单身生育意愿,生育意愿四方面:子女数多为1个,性别喜好多为无,年龄多在30~34岁,生育动机多为规避婚姻风险。独生子女、受教育程度越高、生育效用和生育倾向越大,生育成本越低的越容易产生单身生育意愿。

       

      Abstract:
      Objective To understand the current situation and influencing factors of single childbearing intention of women of childbearing age in Anhui province, and build a prediction model of single childbearing intention, so as to provide reference for relevant departments.
      Methods Women with childbearing age in southern Anhui, northern Anhui and central Anhui were selected by target sampling method, and divided into the single and non-single childbearing groups according to whether they had single childbearing intention. Logistic regression was used to analyze the influencing factors of single childbearing intention. Hosmer-Lemeshow test and ROC curve were used to test the goodness of fit and prediction effects of model, respectively.
      Results Among 784 women, 21.94% (172/784) had the single childbearing intention. Whether single child or not, education level, childbearing cost, childbearing utility and childbearing tendency were the influencing factors of single childbearing intention (P < 0.01). The model had good goodness of fit (χ2 = 8.89, P > 0.05), and the AUC under ROC curve was 0.876 (P < 0.01, 95%CI: 0.845–0.907), the sensitivity was 73.8%, the specificity was 88.7%, and the accuracy was 89.2%.
      Conclusions The single childbearing intention of women of childbearing age in Anhui province not only occurs in single and divorced women, but also in some married women. The four aspects of childbearing intention are: the number of children is mostly one, the gender preference is mostly none, the age is mostly 30–34 years old, and the childbearing motivation is mostly to avoid marriage risk. The only child, the higher the education level, the greater the childbearing utility and childbearing tendency, and the lower the childbearing cost, the easier it is to have single childbearing intention.

       

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