Predicting hearing aid use in adults: the Beaver Dam Offspring Study.

ABSTRACT:

Objective

The purpose of this study was to (i) develop a model that predicts hearing aid (HA) use and (ii) determine if model fit is improved by adding factors not typically collected in audiological evaluations.

Design

Two models were created and evaluated. The "clinical" model used factors typically collected during audiologic clinical evaluations. The "expanded" model considered additional clinical, health and lifestyle factors to determine if the model fit could be improved (compared to clinical model). Models were created with least absolute shrinkage and selection operator (LASSO) logistic regression with 10-fold cross validation. Predictive ability was evaluated via receiver operating characteristic curves and concordance statistics (c-statistics).

Study sample

SUBMITTER: Dillard LK 

PROVIDER: S-EPMC8180532 | biostudies-literature | 2021 Aug

REPOSITORIES: biostudies-literature