Sensor-measured versus reported latrine use to characterize sanitation intervention uptake in a randomized controlled trial among households in rural Bangladesh.

Mahfuza Islam, Jesse D Contreras, Leanne Unicomb, Mahbubur Rahman, Benjamin F Arnold, John M Colford, Stephen P Luby, Evan A Thomas, Ayse Ercumen
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Abstract

Sanitation programs typically measure latrine access, which does not equate to use. We aimed to objectively measure latrine use with sensors among households enrolled in the sanitation and control groups of a randomized controlled trial (WASH Benefits) in Bangladesh. The intervention provided upgraded latrines and behavioral promotion. We recorded self-reported latrine use quarterly 1-3.5 years after intervention initiation. We installed motion sensors in household latrines in two annual waves (1.5-2.5 and 2.5-3.5 years after intervention initiation). We used zero-inflated negative binomial regression to compare sensor-measured daily latrine use events/person between (1) sanitation and control groups, and (2) households with different levels of self-reported latrine use. Households receiving the sanitation intervention had more sensor-measured daily latrine use events/person than controls in the first wave of sensor observations (ratio: 1.18, 1.06-1.32) but not in the second wave (ratio: 0.95, 0.86-1.05). In the sanitation group, households reporting exclusive latrine use (individuals >3 years always defecating in latrine) had a similar number of sensor-measured latrine use events as those not reporting exclusive use (ratio: 0.97, 0.86-1.09). In the control group, households reporting exclusive latrine use truly had more sensor-measured latrine use events than households not reporting exclusive use (ratio: 1.19, 1.03-1.37). We objectively demonstrate higher latrine use among sanitation intervention recipients than controls up to 2.5 but not 3.5 years after intervention initiation, indicating reduced uptake over time. Self-reported latrine use appears inflated among intervention recipients but not controls. Our findings underscore the importance of longitudinal follow-up and objective measurements in sanitation program assessments.

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在孟加拉国农村家庭随机对照试验中,通过传感器测量与报告厕所使用情况来描述卫生干预措施的吸收情况。
卫生项目通常会衡量厕所的使用情况,但这并不等同于厕所的使用情况。我们的目标是利用传感器客观测量孟加拉国一项随机对照试验(WASH Benefits)中卫生设施组和对照组家庭的厕所使用情况。干预措施提供了升级的厕所和行为推广。在干预开始后的 1-3.5 年中,我们每季度记录一次自我报告的厕所使用情况。我们每年分两次(干预启动后 1.5-2.5 年和 2.5-3.5 年)在家庭厕所安装移动传感器。我们使用零膨胀负二项回归法对以下两组家庭进行了比较:(1) 卫生设施组和对照组;(2) 自我报告厕所使用情况不同的家庭。在第一波传感器观测中,接受卫生设施干预的家庭比对照组有更多的传感器测量到的每日厕所使用次数/人(比率:1.18,1.06-1.32),但在第二波观测中没有发现这种情况(比率:0.95,0.86-1.05)。在卫生设施组中,报告完全使用厕所的家庭(大于 3 岁的人总是在厕所排便)与未报告完全使用厕所的家庭的传感器测量到的厕所使用次数相似(比率:0.97,0.86-1.09)。在对照组中,真正报告独家使用厕所的家庭与未报告独家使用厕所的家庭相比,传感器测量的厕所使用次数更多(比率:1.19,1.03-1.37)。我们客观地证明,在干预开始后的 2.5 年内,卫生设施干预对象的厕所使用率高于对照组,但在 3.5 年内则没有,这表明随着时间的推移,使用率有所下降。在干预对象中,自我报告的厕所使用率似乎被夸大了,但在对照组中却没有。我们的研究结果强调了在卫生项目评估中进行纵向跟踪和客观测量的重要性。
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