Department of Health Service Support Research, Academy of Military Medical Sciences, #27 Taiping Road, Haidian District, Beijing, 100850, China.
BMC Pregnancy Childbirth. 2023 Feb 14;23(1):115. doi: 10.1186/s12884-023-05434-7.
Reducing maternal mortality ratio (MMR) has been a worldwide public health challenge for a long time. Utilization of maternal health services including antenatal care (ANC), institutional delivery (ID), and postnatal care (PNC) is vital to prevent maternal mortality. China has made significant improvements in maternal health during the past 30 years, however, disparities in maternal health service utilization still exist among regions and the western rural areas had the lowest utilization rate. This study aims to assess the inequality and determinants of maternal health service utilization in western poverty-stricken rural areas based on Anderson's Behavioral Model of Health Service Use and provide evidence-based suggestions to improve equity and coverage of maternal service utilization in China.
A cross-sectional study was conducted in Gansu and Yunnan Province, Western China using primary data (n = 996) collected by the research team. A multistage, judgment, quota sampling procedure was employed to select the participants of the survey. Trained local health staff formed an interview team to help respondents answer a structured, pre-tested questionnaire designed based on Anderson's model. Data collected through interviews were used for descriptive analysis, range analysis, and univariate and multivariate binary logistic analysis to identify influencing factors of 5 + ANC, 8 + ANC, ID, and 2 + PNC utilization.
Place of residence, age, education level, annual income, and health education during ANC were influencing factors of 5 + ANC; place of residence, education level, per capita household income, conditional cash transfer (CCT) participation, and distance to health facilities were influencing factors of 8 + ANC; place of residence, education level, and availability of financial incentive programs were influencing factors of ID; number of children, health education during ANC, CCT projects participation, and self-rated health status were influencing factors of 2 + PNC.
Inequalities in maternal service utilization exist between Yunnan and Gansu provinces. This study shows a strong association between both predisposing and enabling factors and maternal services utilization. Predisposing factors such as place of residence, education level, and number of children, enabling factors such as CCT participation, annual income, health education during ANC, and distance to health facilities along with need factor self-rated health status all contribute to maternal services utilization. We conclude that many factors influence maternal service utilization and interventions targeted at various levels should be considered. Therefore, we suggest more health resources should be invested in underutilized areas, financial incentive projects targeting pregnant women should be implemented, and health education should be provided to improve women's health literacy.
降低孕产妇死亡率(MMR)一直是全球公共卫生的长期挑战。利用孕产妇保健服务,包括产前护理(ANC)、机构分娩(ID)和产后护理(PNC),对于预防孕产妇死亡至关重要。中国在过去 30 年中在孕产妇健康方面取得了重大进展,但地区间孕产妇保健服务利用仍存在差异,西部地区农村地区的利用率最低。本研究旨在基于安德森健康服务利用行为模型评估西部贫困农村地区孕产妇健康服务利用的不平等和决定因素,并为改善中国孕产妇服务利用的公平性和覆盖面提供循证建议。
本研究采用横断面研究设计,数据来源于中国西部甘肃省和云南省的初级数据(n=996)。采用多阶段、判断、配额抽样程序选择调查参与者。经过培训的当地卫生工作人员组成了一个访谈小组,帮助受访者回答根据安德森模型设计的结构化、预测试问卷。通过访谈收集的数据用于描述性分析、范围分析以及单变量和多变量二元逻辑分析,以确定 5+ ANC、8+ ANC、ID 和 2+ PNC 利用的影响因素。
居住地、年龄、教育水平、年收入和 ANC 期间的健康教育是 5+ ANC 的影响因素;居住地、教育水平、人均家庭收入、有条件现金转移支付(CCT)参与和到卫生机构的距离是 8+ ANC 的影响因素;居住地、教育水平和经济激励计划的可获得性是 ID 的影响因素;孩子数量、ANC 期间的健康教育、CCT 项目参与和自我评估的健康状况是 2+ PNC 的影响因素。
云南省和甘肃省的孕产妇服务利用存在不平等。本研究表明,倾向因素和促成因素与孕产妇服务利用之间存在很强的关联。倾向因素如居住地、教育水平和孩子数量,促成因素如 CCT 参与、年收入、ANC 期间的健康教育和到卫生机构的距离以及需求因素自我评估的健康状况都有助于孕产妇服务的利用。我们得出结论,许多因素影响孕产妇服务的利用,应该考虑针对各个层面的干预措施。因此,我们建议在利用不足的地区投入更多的卫生资源,实施针对孕妇的经济激励项目,并提供健康教育,以提高妇女的健康素养。