Lad Meher, Taylor John-Paul, Griffiths Timothy David
Translational and Clinical Research Institute, Newcastle University, Newcastle upon Tyne, United Kingdom.
NIHR Newcastle Biomedical Research Centre, Newcastle University, Newcastle upon Tyne, United Kingdom.
J Med Internet Res. 2024 Dec 9;26:e58444. doi: 10.2196/58444.
Web-based experimentation, accelerated by the COVID-19 pandemic, has enabled large-scale participant recruitment and data collection. Auditory testing on the web has shown promise but faces challenges such as uncontrolled environments and verifying headphone use. Prior studies have successfully replicated auditory experiments but often involved younger participants, limiting the generalizability to older adults with varying hearing abilities. This study explores the feasibility of conducting reliable auditory cognitive testing using a web-based platform, especially among older adults.
This study aims to determine whether demographic factors such as age and hearing status influence participation in web-based auditory cognitive experiments and to assess the reproducibility of auditory cognitive measures-specifically speech-in-noise perception and auditory memory (AuM)-between in-person and web-based settings. Additionally, this study aims to examine the relationship between musical sophistication, measured by the Goldsmiths Musical Sophistication Index (GMSI), and auditory cognitive measures across different testing environments.
A total of 153 participants aged 50 to 86 years were recruited from local registries and memory clinics; 58 of these returned for web-based, follow-up assessments. An additional 89 participants from the PREVENT cohort were included in the web-based study, forming a combined sample. Participants completed speech-in-noise perception tasks (Digits-in-Noise and Speech-in-Babble), AuM tests for frequency and amplitude modulation rate, and the GMSI questionnaire. In-person testing was conducted in a soundproof room with standardized equipment, while web-based tests required participants to use headphones in a quiet room via a web-based app. The reproducibility of auditory measures was evaluated using Pearson and intraclass correlation coefficients, and statistical analyses assessed relationships between variables across settings.
Older participants and those with severe hearing loss were underrepresented in the web-based follow-up. The GMSI questionnaire demonstrated the highest reproducibility (r=0.82), while auditory cognitive tasks showed moderate reproducibility (Digits-in-Noise and Speech-in-Babble r=0.55 AuM tests for frequency r=0.75 and amplitude modulation rate r=0.44). There were no significant differences in the correlation between age and auditory measures across in-person and web-based settings (all P>.05). The study replicated previously reported associations between AuM and GMSI scores, as well as sentence-in-noise perception, indicating consistency across testing environments.
Web-based auditory cognitive testing is feasible and yields results comparable to in-person testing, especially for questionnaire-based measures like the GMSI. While auditory tasks demonstrated moderate reproducibility, the consistent replication of key associations suggests that web-based testing is a viable alternative for auditory cognition research. However, the underrepresentation of older adults and those with severe hearing loss highlights a need to address barriers to web-based participation. Future work should explore methods to enhance inclusivity, such as remote guided testing, and address factors like digital literacy and equipment standards to improve the representativeness and quality of web-based auditory research.
在新冠疫情的推动下,基于网络的实验得以实现大规模的参与者招募和数据收集。网络听觉测试已展现出前景,但面临诸如环境不受控制以及核实耳机使用情况等挑战。先前的研究已成功复制听觉实验,但通常涉及较年轻的参与者,限制了对听力能力各异的老年人的普遍适用性。本研究探讨使用基于网络的平台进行可靠听觉认知测试的可行性,尤其是在老年人中。
本研究旨在确定年龄和听力状况等人口统计学因素是否会影响基于网络的听觉认知实验的参与度,并评估听觉认知测量指标(具体为噪声中的言语感知和听觉记忆(AuM))在面对面测试和基于网络的测试环境之间的可重复性。此外,本研究旨在考察通过戈德史密斯音乐素养指数(GMSI)衡量的音乐素养与不同测试环境下的听觉认知测量指标之间的关系。
从当地登记处和记忆诊所招募了总共153名年龄在50至86岁之间的参与者;其中58人返回进行基于网络的后续评估。来自PREVENT队列的另外89名参与者被纳入基于网络的研究,形成一个合并样本。参与者完成噪声中的言语感知任务(数字噪声和嘈杂语音)、频率和调幅率的AuM测试以及GMSI问卷。面对面测试在配备标准化设备的隔音室中进行,而基于网络的测试要求参与者通过基于网络的应用程序在安静房间中使用耳机。使用皮尔逊相关系数和组内相关系数评估听觉测量指标的可重复性,并通过统计分析评估不同测试环境下变量之间的关系。
在基于网络的后续评估中,老年参与者和重度听力损失者的代表性不足。GMSI问卷显示出最高的可重复性(r = 0.82),而听觉认知任务显示出中等可重复性(数字噪声和嘈杂语音r = 0.55,频率的AuM测试r = 0.75,调幅率r = 0.44)。在面对面测试和基于网络的测试环境中,年龄与听觉测量指标之间的相关性无显著差异(所有P >.05)。该研究复制了先前报道的AuM与GMSI分数以及噪声中句子感知之间的关联,表明不同测试环境下具有一致性。
基于网络的听觉认知测试是可行的,并且产生的结果与面对面测试相当,特别是对于像GMSI这样基于问卷的测量指标。虽然听觉任务显示出中等可重复性,但关键关联的一致复制表明基于网络的测试是听觉认知研究的一个可行替代方案。然而,老年参与者和重度听力损失者代表性不足凸显了需要解决基于网络参与的障碍。未来的工作应探索提高包容性的方法,如远程指导测试,并解决数字素养和设备标准等因素,以提高基于网络的听觉研究的代表性和质量。