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Community-directed mass drug administration is undermined by status seeking in friendship networks and inadequate trust in health advice networks

机译:在友谊网络中寻求地位以及对健康咨询网络的信任不足破坏了社区指导的大规模药物管理

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摘要

Over 1.9 billion individuals require preventive chemotherapy through mass drug administration (MDA). Community-directed MDA relies on volunteer community medicine distributors (CMDs) and their achievement of high coverage and compliance. Yet, it is unknown if village social networks influence effective MDA implementation by CMDs. In Mayuge District, Uganda, census-style surveys were conducted for 16,357 individuals from 3,491 households in 17 villages. Praziquantel, albendazole, and ivermectin were administered for one month in community-directed MDA to treat Schistosoma mansoni, hookworm, and lymphatic filariasis. Self-reported treatment outcomes, socioeconomic characteristics, friendship networks, and health advice networks were collected. We investigated systematically missed coverage and noncompliance. Coverage was defined as an eligible person being offered at least one drug by CMDs; compliance included ingesting at least one of the offered drugs. These outcomes were analyzed as a two-stage process using a Heckman selection model. To further assess if MDA through CMDs was working as intended, we examined the probability of accurate drug administration of 1) praziquantel, 2) both albendazole and ivermectin, and 3) all drugs. This analysis was conducted using bivariate Probit regression. Four indicators from each social network were examined: degree, betweenness centrality, closeness centrality, and the presence of a direct connection to CMDs. All models accounted for nested household and village standard errors. CMDs were more likely to offer medicines, and to accurately administer the drugs as trained by the national control programme, to individuals with high friendship degree (many connections) and high friendship closeness centrality (households that were only a short number of steps away from all other households in the network). Though high (88.59%), additional compliance was associated with directly trusting CMDs for health advice. Effective treatment provision requires addressing CMD biases towards influential, well-embedded individuals in friendship networks and utilizing health advice networks to increase village trust in CMDs.
机译:超过19亿个人需要通过大规模药物管理(MDA)进行预防性化疗。以社区为导向的MDA依赖于社区药品的自愿分发者(CMD)及其高覆盖率和合规性的实现。但是,尚不清楚村庄的社交网络是否会影响CMD实施有效的MDA。在乌干达马约格区,对来自17个村庄的3,491户家庭的16,357个人进行了人口普查式调查。吡喹酮,阿苯达唑和伊维菌素在社区定向MDA中给药一个月,以治疗曼氏血吸虫,钩虫和淋巴丝虫病。收集了自我报告的治疗结果,社会经济特征,友谊网络和健康建议网络。我们系统地调查了未覆盖和不合规的情况。承保范围被定义为由CMD向合格人员提供至少一种药物;依从性包括摄入至少一种所提供的药物。使用Heckman选择模型将这些结果分为两个阶段进行分析。为了进一步评估通过CMD进行的MDA是否按预期工作,我们检查了1)吡喹酮,2)阿苯达唑和伊维菌素以及3)所有药物准确给药的可能性。该分析使用双变量Probit回归进行。检查了每个社交网络的四个指标:程度,中间性,紧密性和与CMD的直接联系。所有模型都考虑到嵌套的家庭和村庄标准误差。 CMD更有可能向具有较高友谊度(许多关系)和高度友谊亲密性(家庭距离所有人仅几步之遥)的个人提供药物,并按照国家控制计划的培训准确地管理药物网络中的其他家庭)。虽然很高(88.59%),但直接信任CMD以获得健康建议会带来额外的合规性。有效的治疗要求需要解决CMD对友谊网络中有影响力的,有良好根植的个人的偏见,并利用健康建议网络来增加村庄对CMD的信任。

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