Department of Public Health Sciences, University of California, Davis, CA, USA.
Environ Health. 2013 Aug 20;12:65. doi: 10.1186/1476-069X-12-65.
Pesticide use patterns are essential inputs into human pesticide exposure models. Currently, data included for modeling purposes have mostly been collected in cross-sectional surveys. However, it is questionable whether responses to one-time surveys are representative of pesticide use over longer periods, which is needed for assessment of health impact. This study was designed to evaluate population-wide temporal variations and within-household variations in reported residential pesticide use patterns and to compare alternative pesticide data collection methods - web surveys versus telephone interviews.
A total of 481 households in Northern California provided up to 3 annual telephone interviews on residential pesticide use; 182 of these households provided up to 6 quarterly web surveys that covered the same topics for some of the same time periods. Information on frequency and areas of application were collected for outdoor and indoor sprays, indoor foggers, professional applications, and behind-the-neck treatments for pets. Population-wide temporal variation and within-household consistency were examined both within telephone surveys and within web surveys, and quantified using Generalized Estimating Equations and Mixed Effect Modeling. Reporting between the two methods, the telephone survey and the web survey, was also compared.
Use prevalence of outdoor sprays across the population reported in both the annual telephone surveys and the quarterly web surveys decreased over time, as did behind-the-neck treatment of pets reported in the quarterly web survey. Similarly, frequencies of use of these products decreased in the quarterly web surveys. Indoor sprays showed no statistically significant population-wide temporal variation in either survey. Intraclass correlation coefficients indicated consistent use within a household for behind-the-neck treatment on pets and outdoor sprays but great variability for the use of indoor sprays. Indoor sprays were most consistently applied in the bathroom and kitchen. Outdoor sprays were consistently more often applied by male household members, while indoor sprays were not. The two survey approaches obtained fairly similar results on the prevalence of using pesticides, but found discrepancies in use frequencies. In addition, the number of products purchased was positively correlated with application frequency for outdoor sprays (R = 0.51, p = 0.0005) but not for indoor sprays.
In this population, repeated surveys are necessary either to obtain a reliable estimate of the average household use of pesticides or to project potential temporal changes of pesticide use. Web surveys could collect comparable data to traditional telephone surveys for some information. However, researchers need to consider the internet acceptability among the target population and balance lower participant burden against the need for sufficiently accurate time-varying measurement, to improve subject retention in longitudinal surveys.
农药使用模式是人体农药暴露模型的重要输入。目前,用于建模的数据主要是通过横断面调查收集的。然而,单次调查的结果是否能代表较长时间内的农药使用情况是值得怀疑的,而这对于评估健康影响是必要的。本研究旨在评估报告的住宅农药使用模式的全人群时间变化和家庭内变化,并比较替代农药数据收集方法——网络调查与电话访谈。
北加州共有 481 户家庭提供了多达 3 次年度电话访谈,以了解住宅农药使用情况;其中 182 户家庭提供了多达 6 次季度网络调查,这些调查涵盖了同一时间段的一些相同主题。收集了室外和室内喷雾、室内喷雾器、专业应用以及宠物颈后的处理的频率和应用区域信息。在电话调查和网络调查内部,以及通过广义估计方程和混合效应建模进行量化,都检查了全人群时间变化和家庭内一致性。还比较了两种方法(电话调查和网络调查)的报告情况。
在年度电话调查和季度网络调查中,报告的全人群户外喷雾使用的流行率随着时间的推移而下降,宠物颈后的处理也随之下降。同样,这些产品的使用频率在季度网络调查中也有所下降。在两项调查中,室内喷雾均未显示出统计学上显著的全人群时间变化。组内相关系数表明,宠物颈后的处理和户外喷雾在家庭内使用一致,但室内喷雾的使用变化很大。室内喷雾最一致地应用于浴室和厨房。户外喷雾更经常由男性家庭成员使用,而室内喷雾则不是。两种调查方法在农药使用的流行率方面得到了相当相似的结果,但在使用频率方面发现了差异。此外,购买的产品数量与户外喷雾的应用频率呈正相关(R=0.51,p=0.0005),但与室内喷雾无关。
在本人群中,为了获得可靠的家庭平均农药使用情况估计值或预测农药使用的潜在时间变化,需要进行重复调查。网络调查可以为一些信息收集与传统电话调查相当的数据。然而,研究人员需要考虑目标人群的互联网接受程度,并在充分准确的时间变化测量需求与降低参与者负担之间取得平衡,以提高纵向调查中的保留率。