Associations Between Pre-Fitting Factors and 2-Year Hearing Aid Use Persistence, Derived From Health Records and Post-Fitting Battery Order Data of 284,175 US Veterans.
IF 2.8 2区 医学Q1 AUDIOLOGY & SPEECH-LANGUAGE PATHOLOGY
Graham Naylor, Lauren K Dillard, Oliver Zobay, Gabrielle H Saunders
{"title":"Associations Between Pre-Fitting Factors and 2-Year Hearing Aid Use Persistence, Derived From Health Records and Post-Fitting Battery Order Data of 284,175 US Veterans.","authors":"Graham Naylor, Lauren K Dillard, Oliver Zobay, Gabrielle H Saunders","doi":"10.1097/AUD.0000000000001694","DOIUrl":null,"url":null,"abstract":"<p><strong>Objectives: </strong>To examine associations between factors in domains of general health, hearing status, and demography, and subsequent long-term persistence of hearing aid (HA) use. By examining only non-modifiable factors available before HA fitting, we focus on potential indicators of a need for additional clinical effort to achieve satisfactory outcomes.</p><p><strong>Design: </strong>The initial dataset consisted of Electronic Health Records spanning 2012-2017, for all (731,231) patients with HA orders from U.S. Department of Veterans Affairs audiology between April 1, 2012 and October 31, 2014. Applying inclusion criteria (valid HA use persistence data, complete audiograms, age ≥50 years, audiometric pure-tone average (PTA) ≥25 dB HL, 5-year clearance period for health conditions) and excluding records with codes for cochlear implants, the final sample was 284,175 patients. Independent variables encompassed audiological (PTA, PTA asymmetry, audiogram slope, audiogram complexity, new versus experienced HA user), health (dementia, mild cognitive impairment, other mental health conditions, multimorbidity, in-patient episodes), and demographic (age, race, ethnicity, partnership status, income, urban-rural home location) domains. The outcome measure was HA use persistence at 2 years post-fitting, based on battery orders within 18 months preceding the 2-year mark. Multiple logistic regression modeling was applied with HA use persistence at 2 years post-fitting as outcome. Continuous variables were discretized; missing data were imputed.</p><p><strong>Results: </strong>After adjusting for covariates through the regression model, a significant positive association was found between PTA severity and HA use persistence, while PTA asymmetry, audiogram slope, and audiogram complexity were negatively associated with persistence. Being a new HA user, being diagnosed with dementia or other mental health conditions, and increased multimorbidity were all associated with reduced persistence. Persistence peaked at ages 70 to 79, and decreased for non-White races, Hispanic ethnicity, and those not married. No significant associations were found between persistence and tinnitus, urban-rural living, or mild cognitive impairment (when the model included dementia or other mental health conditions).</p><p><strong>Conclusions: </strong>Pre-fitting personal factors other than audiological ones have independent, and summatively major, influence on HA use persistence. While not being modifiable, some are potentially usable as flags for a differentiated approach to patient management.</p>","PeriodicalId":55172,"journal":{"name":"Ear and Hearing","volume":" ","pages":""},"PeriodicalIF":2.8000,"publicationDate":"2025-06-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Ear and Hearing","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1097/AUD.0000000000001694","RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"AUDIOLOGY & SPEECH-LANGUAGE PATHOLOGY","Score":null,"Total":0}
引用次数: 0
Abstract
Objectives: To examine associations between factors in domains of general health, hearing status, and demography, and subsequent long-term persistence of hearing aid (HA) use. By examining only non-modifiable factors available before HA fitting, we focus on potential indicators of a need for additional clinical effort to achieve satisfactory outcomes.
Design: The initial dataset consisted of Electronic Health Records spanning 2012-2017, for all (731,231) patients with HA orders from U.S. Department of Veterans Affairs audiology between April 1, 2012 and October 31, 2014. Applying inclusion criteria (valid HA use persistence data, complete audiograms, age ≥50 years, audiometric pure-tone average (PTA) ≥25 dB HL, 5-year clearance period for health conditions) and excluding records with codes for cochlear implants, the final sample was 284,175 patients. Independent variables encompassed audiological (PTA, PTA asymmetry, audiogram slope, audiogram complexity, new versus experienced HA user), health (dementia, mild cognitive impairment, other mental health conditions, multimorbidity, in-patient episodes), and demographic (age, race, ethnicity, partnership status, income, urban-rural home location) domains. The outcome measure was HA use persistence at 2 years post-fitting, based on battery orders within 18 months preceding the 2-year mark. Multiple logistic regression modeling was applied with HA use persistence at 2 years post-fitting as outcome. Continuous variables were discretized; missing data were imputed.
Results: After adjusting for covariates through the regression model, a significant positive association was found between PTA severity and HA use persistence, while PTA asymmetry, audiogram slope, and audiogram complexity were negatively associated with persistence. Being a new HA user, being diagnosed with dementia or other mental health conditions, and increased multimorbidity were all associated with reduced persistence. Persistence peaked at ages 70 to 79, and decreased for non-White races, Hispanic ethnicity, and those not married. No significant associations were found between persistence and tinnitus, urban-rural living, or mild cognitive impairment (when the model included dementia or other mental health conditions).
Conclusions: Pre-fitting personal factors other than audiological ones have independent, and summatively major, influence on HA use persistence. While not being modifiable, some are potentially usable as flags for a differentiated approach to patient management.
目的:研究一般健康状况、听力状况和人口统计学因素与助听器(HA)长期使用之间的关系。通过检查HA安装前可用的不可修改因素,我们重点关注需要额外临床努力以获得满意结果的潜在指标。设计:初始数据集包括2012-2017年的电子健康记录,涵盖2012年4月1日至2014年10月31日期间美国退伍军人事务部听力学医嘱的所有(731,231)患者。应用纳入标准(有效HA使用持久性数据、完整听音图、年龄≥50岁、听力纯音平均值(PTA)≥25 dB HL、健康状况清除期5年)并排除有人工耳蜗编码的记录,最终样本为284,175例患者。自变量包括听力学(PTA、PTA不对称、听力学斜率、听力学复杂性、新的与有经验的HA用户)、健康(痴呆、轻度认知障碍、其他精神健康状况、多病、住院发作)和人口统计学(年龄、种族、民族、伴侣关系、收入、城乡住宅位置)领域。结果测量是拟合后2年的HA使用持久性,基于2年前18个月内的电池订单。采用多元逻辑回归模型,拟合后2年的HA使用持久性作为结果。连续变量离散化;缺失的数据被输入。结果:通过回归模型调整协变量后,PTA严重程度与HA使用持久性呈显著正相关,而PTA不对称、听力图斜率和听力图复杂性与持久性呈负相关。作为一个新的HA使用者,被诊断患有痴呆症或其他精神健康状况,以及增加的多重发病率都与持久性降低有关。在70岁到79岁之间,持久性达到顶峰,在非白人、西班牙裔和未婚人群中则有所下降。没有发现持久性与耳鸣、城乡生活或轻度认知障碍(当模型包括痴呆或其他精神健康状况时)之间存在显著关联。结论:除听力学因素外,预拟合个人因素对HA使用持久性有独立且主要的影响。虽然不可修改,但有些可能可用作区分患者管理方法的标志。
期刊介绍:
From the basic science of hearing and balance disorders to auditory electrophysiology to amplification and the psychological factors of hearing loss, Ear and Hearing covers all aspects of auditory and vestibular disorders. This multidisciplinary journal consolidates the various factors that contribute to identification, remediation, and audiologic and vestibular rehabilitation. It is the one journal that serves the diverse interest of all members of this professional community -- otologists, audiologists, educators, and to those involved in the design, manufacture, and distribution of amplification systems. The original articles published in the journal focus on assessment, diagnosis, and management of auditory and vestibular disorders.