New York University Grossman School of Medicine, Department of Population Health, 180 Madison Avenue, New York, NY 10016, United States; New York University College of Dentistry, 345 East 24th Street, New York, NY 10010, United States.
University of California San Diego Department of Medicine, Division of Geriatrics and Gerontology, 9500 Gilman Drive, San Diego, CA 92093, United States.
Drug Alcohol Depend. 2021 Aug 1;225:108769. doi: 10.1016/j.drugalcdep.2021.108769. Epub 2021 May 21.
National surveys are a leading method for estimating prevalence of substance use and other health-related behaviors. However, when a participant perceives a survey as too time-consuming, there is a higher probability of lower quality responses.
We examined data from the 2018 to 2019 National Survey on Drug Use and Health, a nationally representative sample of non-institutionalized individuals ages ≥12 in the U.S. (N = 112,184). Participants were asked about 13 drug classes on this hour-long survey, and those reporting use of a drug were asked follow-up questions. We estimated prevalence and correlates of participants stating that the survey took too long to complete.
An estimated 9.4 % (95 % CI: 8.9-9.8) felt the survey took too long. The more drugs used in the past year, the higher the odds of reporting that the survey took too long. Those reporting use of 8-13 drug classes in particular were at higher odds (aOR = 2.91, 95 % CI: 1.44-5.87). More missing responses was associated with higher odds-particularly when ≥5 drug-related questions were skipped (aOR = 3.26, 95 % CI: 2.26-4.71). Participants who did not speak any English (aOR = 1.74, 95 % CI: 1.31-2.32), have difficulty concentrating (aOR = 1.38, 95 % CI: 1.23-1.54), and/or had trouble understanding the interview (aOR = 3.99, 95 % CI: 3.51-4.53) were at higher odds, as were those who were older and non-white. Higher education and family income was associated with lower odds.
We identified subgroups of individuals most likely to experience fatigue on a national drug survey. Researchers should recognize that long surveys with extensive follow-up questions may lead to respondent fatigue.
全国性调查是估计物质使用和其他健康相关行为流行率的主要方法。然而,当参与者认为调查过于耗时时,他们更有可能给出低质量的回答。
我们分析了 2018 年至 2019 年全国药物使用和健康调查的数据,该调查是一项对美国年龄在 12 岁及以上的非机构化个体进行的全国代表性样本调查(N=112184)。参与者在这个长达一小时的调查中被问到了 13 种毒品类别,如果报告使用了某种毒品,则会被问到后续问题。我们估计了认为调查时间过长的参与者的流行率和相关因素。
估计有 9.4%(95%CI:8.9-9.8)的人认为调查时间过长。过去一年中使用的毒品越多,报告调查时间过长的可能性就越高。特别是报告使用 8-13 种毒品类别的人,这种可能性更高(aOR=2.91,95%CI:1.44-5.87)。更多的缺失回答与更高的可能性相关-特别是当跳过≥5 个与毒品相关的问题时(aOR=3.26,95%CI:2.26-4.71)。完全不会说英语的参与者(aOR=1.74,95%CI:1.31-2.32)、注意力难以集中的参与者(aOR=1.38,95%CI:1.23-1.54)和/或难以理解访谈的参与者(aOR=3.99,95%CI:3.51-4.53),以及年龄较大和非白人的参与者,报告调查时间过长的可能性更高。更高的教育程度和家庭收入与较低的可能性相关。
我们确定了在全国毒品调查中最有可能感到疲劳的人群。研究人员应该认识到,长时间的调查和广泛的后续问题可能会导致受访者疲劳。