Swiss Tropical and Public Health Institute, Basel, Switzerland.
University of Basel, Basel, Switzerland.
Malar J. 2021 Oct 20;20(1):413. doi: 10.1186/s12936-021-03924-7.
In cluster randomized trials (CRTs) or stepped wedge cluster randomized trials (SWCRTs) of malaria interventions, mosquito movement leads to contamination between trial arms unless buffer zones separate the clusters. Contamination can be accounted for in the analysis, yielding an estimate of the contamination range, the distance over which contamination measurably biases the effectiveness.
A previously described analysis for CRTs is extended to SWCRTs and estimates of effectiveness are provided as a function of intervention coverage. The methods are applied to two SWCRTs of malaria interventions, the SolarMal trial on the impact of mass trapping of mosquitoes with odor-baited traps and the AvecNet trial on the effect of adding pyriproxyfen to long-lasting insecticidal nets.
For the SolarMal trial, the contamination range was estimated to be 146 m ([Formula: see text] credible interval [Formula: see text] km), together with a [Formula: see text] ([Formula: see text] credible interval [Formula: see text]) reduction of Plasmodium infection, compared to the [Formula: see text] reduction estimated without accounting for contamination. The estimated effectiveness had an approximately linear relationship with coverage. For the AvecNet trial, estimated contamination effects were minimal, with insufficient data from the cluster boundary regions to estimate the effectiveness as a function of coverage.
The contamination range in these trials of malaria interventions is much less than the distances Anopheles mosquitoes can fly. An appropriate analysis makes buffer zones unnecessary, enabling the design of more cost-efficient trials. Estimation of the contamination range requires information from the cluster boundary regions and trials should be designed to collect this.
在疟疾干预措施的整群随机试验(CRTs)或阶梯式楔形整群随机试验(SWCRTs)中,除非试验臂之间有缓冲区隔开,否则蚊子的移动会导致污染。可以在分析中考虑污染,从而得出污染范围的估计值,即污染可测量地影响有效性的距离。
将先前描述的 CRT 分析方法扩展到 SWCRTs,并提供了作为干预覆盖率函数的有效性估计值。该方法应用于两项疟疾干预措施的 SWCRTs,即使用气味诱饵陷阱大规模诱捕蚊子对疟疾影响的 SolarMal 试验,以及在长效驱虫蚊帐中添加吡丙醚对疟疾影响的 AvecNet 试验。
对于 SolarMal 试验,估计污染范围为 146m([公式:见正文]可信区间 [Formula: see text] km),与不考虑污染的情况下估计的 [Formula: see text] 相比,疟原虫感染减少了[Formula: see text]。与覆盖率相关的估计有效性呈近似线性关系。对于 AvecNet 试验,估计的污染影响很小,由于集群边界区域的数据不足,无法根据覆盖率来估计有效性。
这些疟疾干预措施试验中的污染范围远小于按蚊可以飞行的距离。适当的分析使得缓冲区变得不必要,从而可以设计更具成本效益的试验。污染范围的估计需要来自集群边界区域的信息,并且试验应设计为收集此信息。