From the, Alcohol Research Group, Public Health Institute, Emeryville, California.
Alcohol Clin Exp Res. 2020 Apr;44(4):892-899. doi: 10.1111/acer.14301. Epub 2020 Feb 26.
Valid measurement of alcohol use can be difficult in surveys, which are subject to biases like underreporting and differential nonresponse. Still, monitoring trends, policy impacts, disparities, and related issues all require valid individual- and state-level drinking data collected over time. Here, we propose a double-adjustment approach for improving the validity of the Behavioral Risk Factor Surveillance System (BRFSS) alcohol measures.
Validity analyses of the 1999 to 2016 BRFSS, a general population survey of U.S. adults. Measures are aggregated to state level for N = 918 observations, single-adjusted for BRFSS methodologic changes, and double-adjusted by per capita consumption. Fixed-effects models: (i) assess predictive validity using adjusted BRFSS drink volume to predict mortality outcomes and (ii) assess outcome validity using state-level alcohol taxes to predict adjusted BRFSS volume.
Neither the raw nor the single-adjusted BRFSS drinking measures were related to mortality in the expected direction, while double-adjusted BRFSS volume and 5+ days were significantly positively related to mortality, as expected. Spirits and beer taxes were not related to single-adjusted BRFSS drinking in the expected direction. However, spirits and beer taxes were both significantly related to double-adjusted BRFSS volume in the expected directions.
Future studies should consider using the double-adjusted BRFSS measures to ensure the validity of drinking survey data in analyses where variation over time is considered.
在调查中,准确测量饮酒量可能较为困难,因为调查容易出现少报和非应答差异等偏差。然而,监测趋势、政策影响、差异和相关问题都需要随着时间的推移收集有效、个体层面和州层面的饮酒数据。在此,我们提出了一种改进行为风险因素监测系统(BRFSS)酒精测量有效性的双重调整方法。
对 1999 年至 2016 年 BRFSS 进行有效性分析,BRFSS 是一项针对美国成年人的一般人群调查。将测量结果汇总到州层面,共有 918 个观测值,经 BRFSS 方法变化的单一调整和人均消费的双重调整。固定效应模型:(i)使用调整后的 BRFSS 饮酒量预测死亡率结果评估预测有效性;(ii)使用州级酒精税预测调整后的 BRFSS 量评估结果有效性。
原始和单一调整的 BRFSS 饮酒量均未按预期方向与死亡率相关,而双调整的 BRFSS 饮酒量和 5 天以上饮酒与死亡率呈显著正相关,符合预期。烈酒和啤酒税与单一调整的 BRFSS 饮酒量之间的关系不符合预期。然而,烈酒和啤酒税均与双调整的 BRFSS 量呈显著的预期方向相关。
未来的研究应考虑使用双重调整的 BRFSS 测量值,以确保在考虑时间变化的情况下,饮酒调查数据在分析中的有效性。