Parent Questions About Childhood Hearing Loss: An Evaluation of ChatGPT Response Accuracy, Completeness, and Repeatability.

IF 1.8 4区 医学 Q3 AUDIOLOGY & SPEECH-LANGUAGE PATHOLOGY
Karen Muñoz, Tess C Hurd, Danielle Glista, Adam Gavarkovs, John J Whicker, Kylie Hollingsworth, Alan Baker, Meg Singletary, Julia Wind, Sharad Jones, Michael P Twohig
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引用次数: 0

Abstract

Purpose: We aimed to assess the responses to parent questions about childhood hearing loss that were generated by two generative artificial intelligence (AI) chatbots, ChatGPT-4o mini and ChatGPT Professional (Pro).

Method: Sixty-four questions grouped into three categories (hearing loss, hearing aids, and family) were queried in both platforms and rated for accuracy, completeness, readability, and repeatability. Paired-samples t tests were calculated to determine differences in responses between platforms.

Results: ChatGPT Pro was judged as more accurate for hearing aids and more complete for questions related to hearing loss and hearing aids compared to ChatGPT-4o mini, and ChatGPT-4o mini responses were judged as more complete compared to ChatGPT Pro for questions related to family (e.g., emotions, talking to others). Readability scores revealed that responses were generally written in a complex manner.

Conclusions: Responses generated on both platforms were generally judged as accurate and complete, suggesting that AI could contribute to supporting parent education needs. Further research is needed to explore strategies for improving the accuracy and completeness of AI-generated responses, including the collection of supplemental information from parent users to guide and/or prompt responses.

关于儿童听力损失的父母问题:ChatGPT反应准确性、完整性和可重复性的评估。
目的:我们旨在评估两种人工智能聊天机器人ChatGPT- 40mini和ChatGPT Professional (Pro)对父母关于儿童听力损失问题的回答。方法:在两个平台上查询64个问题,分为三类(听力损失、助听器和家庭),并对准确性、完整性、可读性和可重复性进行评分。计算配对样本t检验以确定不同平台之间的反应差异。结果:与ChatGPT- 40 mini相比,ChatGPT Pro在助听器方面被认为更准确,在听力损失和助听器相关的问题上比ChatGPT Pro更完整,而ChatGPT- 40 mini在与家庭相关的问题(如情绪,与他人交谈)方面被认为比ChatGPT Pro更完整。可读性分数显示,学生的回答通常是以复杂的方式写的。结论:在两个平台上产生的反馈总体上被认为是准确和完整的,这表明人工智能可以帮助支持家长的教育需求。需要进一步的研究来探索提高人工智能生成的回答的准确性和完整性的策略,包括从家长用户那里收集补充信息,以指导和/或提示回答。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
American Journal of Audiology
American Journal of Audiology AUDIOLOGY & SPEECH-LANGUAGE PATHOLOGY-OTORHINOLARYNGOLOGY
CiteScore
3.00
自引率
16.70%
发文量
163
审稿时长
>12 weeks
期刊介绍: Mission: AJA publishes peer-reviewed research and other scholarly articles pertaining to clinical audiology methods and issues, and serves as an outlet for discussion of related professional and educational issues and ideas. The journal is an international outlet for research on clinical research pertaining to screening, diagnosis, management and outcomes of hearing and balance disorders as well as the etiologies and characteristics of these disorders. The clinical orientation of the journal allows for the publication of reports on audiology as implemented nationally and internationally, including novel clinical procedures, approaches, and cases. AJA seeks to advance evidence-based practice by disseminating the results of new studies as well as providing a forum for critical reviews and meta-analyses of previously published work. Scope: The broad field of clinical audiology, including audiologic/aural rehabilitation; balance and balance disorders; cultural and linguistic diversity; detection, diagnosis, prevention, habilitation, rehabilitation, and monitoring of hearing loss; hearing aids, cochlear implants, and hearing-assistive technology; hearing disorders; lifespan perspectives on auditory function; speech perception; and tinnitus.
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