Development and Beta Validation of an mHealth-Based Hearing Screener (SRESHT) for Young Children in Resource-Limited Countries: Pilot Validation Study.

IF 2 Q3 HEALTH CARE SCIENCES & SERVICES
Vidya Ramkumar, Deepashree Joshi B, Anil Prabhakar, James W Hall, Ramya Vaidyanath
{"title":"Development and Beta Validation of an mHealth-Based Hearing Screener (SRESHT) for Young Children in Resource-Limited Countries: Pilot Validation Study.","authors":"Vidya Ramkumar, Deepashree Joshi B, Anil Prabhakar, James W Hall, Ramya Vaidyanath","doi":"10.2196/53460","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>The prevalence of hearing loss in infants in India varies between 4 and 5 per 1000. Objective-based otoacoustic emissions and auditory brainstem response have been used in high-income countries for establishing early hearing screening and intervention programs. Nevertheless, the use of objective screening tests in low- and middle-income countries (LMICs) such as India is not feasible. Mobile health (mHealth) solutions have been demonstrated to be a viable option for hearing screening in LMICs.</p><p><strong>Objective: </strong>This study aims to develop and beta-validate an affordable hearing screener for children younger than 6 years of age to identify moderately severe or higher degrees of hearing loss.</p><p><strong>Methods: </strong>In phase 1, a mHealth-based hearing screener (SRESHT) was developed using a single board computer with wireless commercial headphones and speakers as transducers, which were calibrated according to the standard procedure. Three subjective hearing screening modules were conceptualized and developed for different age groups: (1) behavioral observation audiometry-screening for infants aged from 0 to 1 year; (2) speech spectrum awareness task-screening for children 1 to 3 years old; and (3) speech recognition task-screening for children 3 to 6 years old. Different auditory stimuli for the screening modules were generated and suitability was assessed: (1) noisemakers, animal sounds, and environmental sounds for infants (birth to 1 year old); (2) animal sounds and nonsense syllables for children (1 to 3 years old); and (3) eighteen picturable spondee words for children (3 to 6 years old). In phase 2, the SRESHT screener was beta-validated in children aged below 6 years to establish the agreement between SRESHT modules and the gold-standard procedure in identifying moderately severe and higher degrees of hearing loss.</p><p><strong>Results: </strong>Off-the-shelf commercial speakers and headphones were selected and calibrated. On comparison of stimuli for behavioral observation audiometry on 15 children, Noisemaker stimuli were found suitable based on the average minimum response levels. On comparison of different stimuli for speech spectrum awareness task on 15 children, animal sounds were found to be suitable. On familiarity check of 18 spondee words for speech recognition task among 20 children, 12 spondee words had the eligibility cutoff (85%) and a presentation level of 5 dB SL (re-pure tone threshold) was sufficient to achieve 80% psychometric function. In phase 2, a total of 55 children aged 0 to 6 years (31 normal hearing and 24 hearing impairment) underwent SRESHT screening for beta validation. Cohen κ indicated that the overall SRESHT screener had a very good agreement (κ=0.82) with gold-standard audiometric screening for identifying moderately severe and higher degrees of hearing loss.</p><p><strong>Conclusions: </strong>The development and beta validation of the SRESHT screener using the selected auditory stimuli showed that the stimuli were suitable for screening children.</p>","PeriodicalId":14841,"journal":{"name":"JMIR Formative Research","volume":"9 ","pages":"e53460"},"PeriodicalIF":2.0000,"publicationDate":"2025-01-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11773282/pdf/","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"JMIR Formative Research","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.2196/53460","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"HEALTH CARE SCIENCES & SERVICES","Score":null,"Total":0}
引用次数: 0

Abstract

Background: The prevalence of hearing loss in infants in India varies between 4 and 5 per 1000. Objective-based otoacoustic emissions and auditory brainstem response have been used in high-income countries for establishing early hearing screening and intervention programs. Nevertheless, the use of objective screening tests in low- and middle-income countries (LMICs) such as India is not feasible. Mobile health (mHealth) solutions have been demonstrated to be a viable option for hearing screening in LMICs.

Objective: This study aims to develop and beta-validate an affordable hearing screener for children younger than 6 years of age to identify moderately severe or higher degrees of hearing loss.

Methods: In phase 1, a mHealth-based hearing screener (SRESHT) was developed using a single board computer with wireless commercial headphones and speakers as transducers, which were calibrated according to the standard procedure. Three subjective hearing screening modules were conceptualized and developed for different age groups: (1) behavioral observation audiometry-screening for infants aged from 0 to 1 year; (2) speech spectrum awareness task-screening for children 1 to 3 years old; and (3) speech recognition task-screening for children 3 to 6 years old. Different auditory stimuli for the screening modules were generated and suitability was assessed: (1) noisemakers, animal sounds, and environmental sounds for infants (birth to 1 year old); (2) animal sounds and nonsense syllables for children (1 to 3 years old); and (3) eighteen picturable spondee words for children (3 to 6 years old). In phase 2, the SRESHT screener was beta-validated in children aged below 6 years to establish the agreement between SRESHT modules and the gold-standard procedure in identifying moderately severe and higher degrees of hearing loss.

Results: Off-the-shelf commercial speakers and headphones were selected and calibrated. On comparison of stimuli for behavioral observation audiometry on 15 children, Noisemaker stimuli were found suitable based on the average minimum response levels. On comparison of different stimuli for speech spectrum awareness task on 15 children, animal sounds were found to be suitable. On familiarity check of 18 spondee words for speech recognition task among 20 children, 12 spondee words had the eligibility cutoff (85%) and a presentation level of 5 dB SL (re-pure tone threshold) was sufficient to achieve 80% psychometric function. In phase 2, a total of 55 children aged 0 to 6 years (31 normal hearing and 24 hearing impairment) underwent SRESHT screening for beta validation. Cohen κ indicated that the overall SRESHT screener had a very good agreement (κ=0.82) with gold-standard audiometric screening for identifying moderately severe and higher degrees of hearing loss.

Conclusions: The development and beta validation of the SRESHT screener using the selected auditory stimuli showed that the stimuli were suitable for screening children.

资源有限国家幼儿基于移动健康的听力筛查(SRESHT)的开发和Beta验证:试点验证研究
背景:印度婴儿听力损失的患病率在千分之四到五之间。在高收入国家,基于目标的耳声发射和听觉脑干反应已被用于建立早期听力筛查和干预计划。然而,在印度等低收入和中等收入国家使用客观筛查试验是不可行的。移动医疗(mHealth)解决方案已被证明是中低收入国家听力筛查的可行选择。目的:本研究旨在为6岁以下儿童开发并验证一种经济实惠的听力筛查器,以识别中重度或更高程度的听力损失。方法:在第一阶段,使用单板计算机开发基于移动健康的听力筛查器(SRESHT),无线商用耳机和扬声器作为传感器,并根据标准程序进行校准。针对不同年龄组,提出并开发了三个主观听力筛查模块:(1)0 ~ 1岁婴幼儿行为观察听力学筛查;(2) 1 ~ 3岁儿童语音频谱意识任务筛选;(3) 3 ~ 6岁儿童语音识别任务筛选。为筛选模块生成不同的听觉刺激并评估其适用性:(1)婴儿(出生至1岁)的噪音制造者、动物声音和环境声音;(2)适合1 ~ 3岁儿童的动物叫声和无意义音节;(3) 18个儿童(3 - 6岁)可描绘的自发词。在第二阶段,SRESHT筛查器在6岁以下儿童中进行了β验证,以确定SRESHT模块与识别中重度和更高程度听力损失的金标准程序之间的一致性。结果:选择并校准了现成的商用扬声器和耳机。通过对15例儿童行为观察听力学刺激的比较,发现以平均最小反应水平为基础的Noisemaker刺激是合适的。通过对15名儿童语音频谱感知任务中不同刺激物的比较,发现动物声音是最合适的刺激物。在对20名儿童语音识别任务中18个自发词的熟悉度检查中,有12个自发词有资格截止(85%),5 dB SL(重纯音阈值)的呈现水平足以达到80%的心理测量功能。在第二阶段,共有55名0至6岁的儿童(31名听力正常,24名听力障碍)接受了sressht筛查以进行β验证。Cohen κ表明,总体SRESHT筛查与金标准听力筛查在识别中重度和更高程度听力损失方面具有非常好的一致性(κ=0.82)。结论:使用所选听觉刺激的SRESHT筛选器的开发和beta验证表明,所选听觉刺激适用于筛选儿童。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
JMIR Formative Research
JMIR Formative Research Medicine-Medicine (miscellaneous)
CiteScore
2.70
自引率
9.10%
发文量
579
审稿时长
12 weeks
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信