Fayehun Olufunke, Madan Jason, Oladejo Abiola, Oni Omobowale, Owoaje Eme, Ajisola Motunrayo, Lilford Richard, Omigbodun Akinyinka
Department of Sociology, University of Ibadan, Ibadan, Nigeria.
Warwick Medical School, University of Warwick, Warwick, United Kingdom.
PLOS Glob Public Health. 2023 Mar 13;3(3):e0001664. doi: 10.1371/journal.pgph.0001664. eCollection 2023.
Urban slum residents have access to a broad range of facilities of varying quality. The choices they make can significantly influence their health outcomes. Discrete Choice Experiments (DCEs) are a widely-used health economic methodology for understanding how individuals make trade-offs between attributes of goods or services when choosing between them. We carried out a DCE to understand these trade-offs for residents of an urban slum in Ibadan, Nigeria. We conducted 48 in-depth interviews with slum residents to identify key attributes influencing their decision to access health care. We also developed three symptom scenarios worded to be consistent with, but not pathegonian of, malaria, cholera, and depression. This led to the design of a DCE involving eight attributes with 2-4 levels for each. A D-efficient design was created, and data was collected from 557 residents between May 2021 and July 2021. Conditional-logit models were fitted to these data initially. Mixed logit and latent class models were also fitted to explore preference heterogeneity. Conditional logit results suggested a substantial Willingness-to-pay (WTP) for attributes associated with quality. WTP estimates across scenarios 1/2/3 were N5282 / N6080 / N3715 for the government over private ownership, N2599 / N5827 / N2020 for seeing a doctor rather than an informal provider and N2196 / N5421 /N4987 for full drug availability over none. Mixed logit and latent class models indicated considerable preference heterogeneity, with the latter suggesting a substantial minority valuing private over government facilities. Higher income and educational attainment were predictive of membership of this minority. Our study suggests that slum residents value and are willing to pay for high-quality care regarding staff qualifications and drug availability. It further suggests substantial variation in the perception of private providers. Therefore, improved access to government facilities and initiatives to improve the quality of private providers are complementary strategies for improving overall care received.
城市贫民窟居民能够使用各种质量参差不齐的设施。他们所做的选择会对其健康状况产生重大影响。离散选择实验(DCE)是一种广泛应用的健康经济方法,用于了解个人在选择商品或服务时如何在其属性之间进行权衡。我们开展了一项离散选择实验,以了解尼日利亚伊巴丹一个城市贫民窟居民的这些权衡。我们对贫民窟居民进行了48次深入访谈,以确定影响他们获取医疗保健决策的关键属性。我们还设计了三种症状情景,措辞与疟疾、霍乱和抑郁症相符,但不具有致病性。这促成了一项离散选择实验的设计,该实验涉及八个属性,每个属性有2至4个水平。创建了一个D效率设计,并在2021年5月至2021年7月期间从557名居民那里收集了数据。最初对这些数据拟合了条件逻辑模型。还拟合了混合逻辑模型和潜在类别模型,以探究偏好异质性。条件逻辑结果表明,对于与质量相关的属性,存在相当大的支付意愿(WTP)。在情景1/2/3中,政府所有制相对于私有制的支付意愿估计分别为5282奈拉/6080奈拉/3715奈拉,看医生而非非正式医疗服务提供者的支付意愿估计分别为2599奈拉/5827奈拉/2020奈拉,有完整药品供应相对于没有药品供应的支付意愿估计分别为2196奈拉/5421奈拉/4987奈拉。混合逻辑模型和潜在类别模型表明存在相当大的偏好异质性,后者表明有相当一部分少数群体更看重私立设施而非政府设施。较高的收入和教育程度可预测这一少数群体的成员身份。我们的研究表明,贫民窟居民重视并愿意为员工资质和药品供应方面的高质量医疗保健付费。研究还表明,对私立医疗服务提供者的看法存在很大差异。因此,改善政府设施的可及性以及提高私立医疗服务提供者质量的举措是改善总体医疗服务的互补策略。