Department of Epidemiology, University of Michigan School of Public Health, Ann Arbor, Michigan.
Department of Biostatistics, University of Michigan School of Public Health, Ann Arbor, Michigan.
Am J Trop Med Hyg. 2019 Mar;100(3):733-741. doi: 10.4269/ajtmh.18-0144.
There is increasing appreciation that latrine access does not imply use-many individuals who own latrines do not consistently use them. Little is known, however, about the determinants of latrine use, particularly among those with variable defecation behaviors. Using the integrated behavior model of water, sanitation, and hygiene framework, we sought to characterize determinants of latrine use in rural Ecuador. We interviewed 197 adults living in three communities with a survey consisting of 70 psychosocial defecation-related questions. Questions were excluded from analysis if responses lacked variability or at least 10% of respondents did not provide a definitive answer. All interviewed individuals had access to a privately owned or shared latrine. We then applied adaptive elastic nets (ENET) and supervised principal component analysis (SPCA) to a reduced dataset of 45 questions among 154 individuals with complete data to select determinants that predict self-reported latrine use. Latrine use was common, but not universal, in the sample (76%). The SPCA model identified six determinants and adaptive ENET selected five determinants. Three indicators were represented in both models-latrine users were more likely to report that their latrine is clean enough to use and also more likely to report daily latrine use; while those reporting that elderly men were not latrine users were less likely to use latrines themselves. Our findings suggest that social norms are important predictors of latrine use, whereas knowledge of the health benefits of sanitation may not be as important. These determinants are informative for promotion of latrine adoption.
人们越来越意识到,拥有厕所并不意味着一定会使用——许多拥有厕所的人并不经常使用。然而,关于厕所使用的决定因素,特别是那些排便行为多变的人,人们知之甚少。本研究使用水、环境卫生和个人卫生综合行为模型框架,旨在描述厄瓜多尔农村地区厕所使用的决定因素。我们采访了三个社区的 197 名成年人,调查由 70 个与心理社会排便相关的问题组成。如果响应缺乏可变性或至少 10%的受访者没有给出明确的答案,则将问题排除在分析之外。所有接受采访的人都可以使用私人拥有或共享的厕所。然后,我们在完整数据的 154 名个体的 45 个问题的简化数据集中应用自适应弹性网络(ENET)和监督主成分分析(SPCA),以选择预测自我报告厕所使用的决定因素。在样本中,厕所使用较为常见,但并非普遍现象(76%)。SPCA 模型确定了六个决定因素,自适应 ENET 选择了五个决定因素。两个模型中都有三个指标,使用厕所的人更有可能报告他们的厕所干净到可以使用,并且更有可能报告每天使用厕所;而那些报告老年男性不使用厕所的人自己使用厕所的可能性较小。我们的研究结果表明,社会规范是厕所使用的重要预测因素,而对卫生设施健康益处的了解可能并不那么重要。这些决定因素为促进厕所的采用提供了信息。