Institute of Healthcare Management, Strathmore University, Nairobi, Kenya.
The Ford Family Program in Human Development Studies & Solidarity, Kellogg Institute of International Studies, University of Notre Dame, Indiana, United States.
PLoS One. 2020 Dec 10;15(12):e0242149. doi: 10.1371/journal.pone.0242149. eCollection 2020.
Maternal and newborn mortality rates are high in peri-urban areas in cities in Kenya, yet little is known about what drives women's decisions on where to deliver. This study aimed at understanding women's preferences on place of childbirth and how sociodemographic factors shape these preferences.
This study used a Discrete Choice Experiment (DCE) to quantify the relative importance of attributes on women's choice of place of childbirth within a peri-urban setting in Nairobi, Kenya. Participants were women aged 18-49 years, who had delivered at six health facilities. The DCE consisted of six attributes: cleanliness, availability of medical equipment and drug supplies, attitude of healthcare worker, cost of delivery services, the quality of clinical services, distance and an opt-out alternative. Each woman received eight questions. A conditional logit model established the relative strength of preferences. A mixed logit model was used to assess how women's preferences for selected attributes changed based on their sociodemographic characteristics.
411 women participated in the Discrete Choice Experiment, a response rate of 97.6% and completed 20,080 choice tasks. Health facility cleanliness was found to have the strongest association with choice of health facility (β = 1.488 p<0.001) followed respectively by medical equipment and supplies availability (β = 1.435 p<0.001). The opt-out alternative (β = 1.424 p<0.001) came third. The attitude of the health care workers (β = 1.347, p<0.001), quality of clinical services (β = 0.385, p<0.001), distance (β = 0.339, p<0.001) and cost (β = 0.0002 p<0.001) were ranked 4th to 7th respectively. Women who were younger and were the main income earners having a stronger preference for clean health facilities. Older married women had stronger preference for availability of medical equipment and kind healthcare workers.
Women preferred both technical and process indicators of quality of care. DCE's can lead to the development of person-centered strategies that take into account the preferences of women to improve maternal and newborn health outcomes.
肯尼亚城市近郊区的母婴死亡率很高,但对于促使妇女决定分娩地点的因素知之甚少。本研究旨在了解妇女对分娩地点的偏好以及社会人口因素如何影响这些偏好。
本研究使用离散选择实验(DCE)来量化内罗毕近郊区六家卫生机构中,妇女选择分娩地点的各项属性的相对重要性。参与者为年龄在 18-49 岁之间、曾在六家卫生机构分娩过的妇女。DCE 包含六个属性:卫生状况、医疗设备和药物供应的可用性、医护人员态度、分娩服务费用、临床服务质量、距离和一个默认选项。每位妇女收到八个问题。条件逻辑回归模型建立了偏好的相对强度。混合逻辑回归模型用于评估妇女对选定属性的偏好如何根据其社会人口特征而变化。
411 名妇女参加了离散选择实验,回应率为 97.6%,完成了 20080 项选择任务。研究发现,卫生机构的清洁程度与卫生机构选择的关联度最强(β=1.488,p<0.001),其次是医疗设备和用品的供应情况(β=1.435,p<0.001)。默认选项(β=1.424,p<0.001)排名第三。医护人员的态度(β=1.347,p<0.001)、临床服务质量(β=0.385,p<0.001)、距离(β=0.339,p<0.001)和费用(β=0.0002,p<0.001)分别排名第四至第七。年龄较小且为主要收入来源的妇女更倾向于选择清洁的卫生机构。较年长的已婚妇女更倾向于选择设备齐全且医护态度友善的医疗机构。
妇女更倾向于选择技术和流程方面的医疗质量指标。DCE 可以制定以个人为中心的策略,考虑到妇女的偏好,以改善母婴健康结果。