Digital speech hearing screening using a quick novel mobile hearing impairment assessment: an observational correlation study
By 2050, 1 in 4 people worldwide will be living with hearing impairment. We propose a digital Speech Hearing Screener (dSHS) using short nonsense word recognition to measure speech-hearing ability. The importance of hearing screening is increasing due to the anticipated increase in individuals with hearing impairment globally. We compare dSHS outcomes with standardized pure-tone averages (PTA) and speech-recognition thresholds (SRT). Fifty participants (aged 55 or older underwent pure-tone and speech-recognition thresholding. One-way ANOVA was used to compare differences between hearing impaired and hearing not-impaired groups, by the dSHS, with a clinical threshold of moderately impaired hearing at 35 dB and severe hearing impairment at 50 dB. dSHS results significantly correlated with PTAs/SRTs. ANOVA results revealed the dSHS was significantly different (F(1,47) = 38.1, p < 0.001) between hearing impaired and unimpaired groups. Classification analysis using a 35 dB threshold, yielded accuracy of 85.7% for PTA-based impairment and 81.6% for SRT-based impairment. At a 50 dB threshold, dSHS classification accuracy was 79.6% for PTA-based impairment (Negative Predictive Value (NPV)-93%) and 83.7% (NPV-100%) for SRT-based impairment. The dSHS successfully differentiates between hearing-impaired and unimpaired individuals in under 3 min. This hearing screener offers a time-saving, in-clinic hearing screening to streamline the triage of those with likely hearing impairment to the appropriate follow-up assessment, thereby improving the quality of services. Future work will investigate the ability of the dSHS to help rule out hearing impairment as a cause or confounder in clinical and research applications.
Authors
- David Westfall Bates (ORCID: https://orcid.org/0000-0001-6268-1540)
- Ali Jannati (ORCID: https://orcid.org/0000-0003-0826-1275)
- Russell Banks (ORCID: https://orcid.org/0000-0003-1675-2584)
- John Showalter (ORCID: https://orcid.org/0009-0002-6290-9589)
- Álvaro Pascual‐Leone (ORCID: https://orcid.org/0000-0001-8975-0382)
- Barry R. Greene (ORCID: https://orcid.org/0000-0003-4445-9609)
- Sean Tobyne (ORCID: https://orcid.org/0000-0001-5985-7920)
- Joyce Gomes‐Osman (ORCID: https://orcid.org/0000-0001-6510-0780)
- Isaiah Morrow
- David Woolever
- Marissa Ciesla (ORCID: https://orcid.org/0000-0002-8424-324X)
Institutions
- Harvard University (US)
- University of Miami (US)
- Linnaeus University (SE)
- TD Bank (US)
- Hebrew SeniorLife (US)
- Wake Forest University (US)
- Michigan State University (US)
Publication Details
- Journal
- Scientific Reports
- Published
- 2024-09-10
- DOI
- https://doi.org/10.1038/s41598-024-67539-z
- Citations
- 1
- Primary Topic
- Hearing Loss and Rehabilitation
- Type
- article
- Field-Weighted Citation Impact
- 0.34