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Stratification of American hearing aid users by age and audiometric characteristics: A method for representative sampling

机译:美国助听器使用者的年龄和听力特征分类:代表性抽样方法

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OBJECTIVES: Stratified sampling plans can increase the accuracy and facilitate the interpretation of a dataset characterizing a large population. However, such sampling plans have found minimal use in hearing aid (HA) research, in part because of a paucity of quantitative data on the characteristics of HA users. The goal of this study was to devise a quantitatively derived stratified sampling plan for HA research, so that such studies will be more representative and generalizable, and the results obtained using this method are more easily reinterpreted as the population changes. DESIGN: Pure-tone average (PTA) and age information were collected for 84,200 HAs acquired in 2006 and 2007. The distribution of PTA and age was quantified for each HA type and for a composite of all HA users. RESULTS: Based on their respective distributions, PTA and age were each divided into three groups, the combination of which defined the stratification plan. The most populous PTA and age group was also subdivided, allowing greater homogeneity within strata. Finally, the percentage of users in each stratum was calculated. CONCLUSIONS: This article provides a stratified sampling plan for HA research, based on a quantitative analysis of the distribution of PTA and age for HA users. Adopting such a sampling plan will make HA research results more representative and generalizable. In addition, data acquired using such plans can be reinterpreted as the HA population changes.
机译:目标:分层抽样计划可以提高准确性,并有助于解释表征大量人群的数据集。但是,这种采样计划在助听器(HA)研究中很少使用,部分原因是缺乏有关HA用户特征的定量数据。这项研究的目的是为HA研究制定定量的分层抽样计划,以使此类研究更具代表性和通用性,并且随着人口的变化,使用此方法获得的结果更容易重新解释。设计:收集了2006年和2007年获得的84,200个HA的纯音平均(PTA)和年龄信息。针对每种HA类型以及所有HA用户的组合,对PTA和年龄的分布进行了量化。结果:根据各自的分布,PTA和年龄分别分为三组,通过组合确定分层计划。人口最多的PTA和年龄组也进行了细分,从而使地层内部的同质性更高。最后,计算每个阶层中的用户百分比。结论:本文基于对HA用户的PTA分布和年龄的定量分析,为HA研究提供了分层抽样计划。采用这样的抽样计划将使医管局的研究结果更具代表性和普遍性。此外,使用此类计划获取的数据可以随着HA人群的变化而重新解释。

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