Livingston Michael, Callinan Sarah
Drug Policy Modelling Program, National Drug and Alcohol Research Centre, University of New South Wales, Randwick, New South Wales, Australia, Centre for Alcohol Policy Research, Turning Point, Fitzroy, Victoria, Australia.
Centre for Alcohol Policy Research, Turning Point, Fitzroy, Victoria, Australia, Eastern Health Clinical School, Monash University, Box Hill, Victoria, Australia.
J Stud Alcohol Drugs. 2015 Jan;76(1):158-64.
Population surveys typically produce underestimates of alcohol consumption of approximately 40%-50%. Researchers often undertake a uniform adjustment of survey data to weight estimates such that they match measures of consumption based on sales or tax data. This study explored whether there are differential rates of underestimation in self-reported consumption data by comparing data from two major population surveys in Australia.
The study compared survey estimates of consumption for population subgroups from the National Drug Strategy Household Survey (NDSHS, using graduated-frequency questions, coverage = 55%) and the Australian arm of the International Alcohol Control Study (IAC, using within-location beverage-specific questions, coverage = 86%). Analyses examined age- and sex-based subgroups as well as subgroups based on rates of heavy episodic drinking.
The graduated-frequency questions (NDSHS) underestimated consumption by 33% compared with the beverage-specific within-location questions (IAC). Underestimates were more marked for young males (40%) and middle-aged females (49%) and less marked for young females (15%) and older females (NDSHS estimates were 19% higher than IAC). Respondents who engaged infrequently or not at all in heavy episodic drinking underestimated their consumption by more (proportionally) than those who did (43% vs. 22%).
Underreporting of alcohol consumption in population surveys using standard graduated-frequency questions is not uniform across either demographic or consumption-based subgroups of the population. More robust approaches to adjusting survey data to match objective measures of consumption are required.
人口调查通常会低估约40%-50%的酒精消费量。研究人员通常会对调查数据进行统一调整以加权估计值,使其与基于销售或税收数据的消费测量值相匹配。本研究通过比较澳大利亚两项主要人口调查的数据,探讨自我报告的消费数据中是否存在不同程度的低估情况。
该研究比较了来自国家药物战略家庭调查(NDSHS,使用分级频率问题,覆盖率=55%)和国际酒精控制研究澳大利亚分支(IAC,使用特定地点饮料问题,覆盖率=86%)的人口亚组消费调查估计值。分析考察了基于年龄和性别的亚组以及基于重度饮酒发作率的亚组。
与特定地点饮料问题(IAC)相比,分级频率问题(NDSHS)低估了33%的消费量。年轻男性(40%)和中年女性(49%)的低估更为明显,而年轻女性(15%)和老年女性的低估则不那么明显(NDSHS估计值比IAC高19%)。很少或从不进行重度饮酒发作的受访者比那些进行重度饮酒发作的受访者(按比例)低估了更多的消费量(43%对22%)。
在使用标准分级频率问题的人口调查中,酒精消费的漏报在人口的人口统计学或基于消费的亚组中并不统一。需要更稳健的方法来调整调查数据,以使其与客观的消费测量值相匹配。