Evidence map›Paper›PMID 39256446›Full record

Observational studyScientific reports2024

Digital speech hearing screening using a quick novel mobile hearing impairment assessment: an observational correlation study.

Russell Banks, Barry R Greene, Isaiah Morrow, Marissa Ciesla, David Woolever, Sean Tobyne, Joyce Gomes-Osman, Ali Jannati, John Showalter, David Bates and 1 more

Abstract readObservational Study
In one paragraph

Observational study in Scientific reports, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

2 citing papers in PubMed.

  1. Review
  2. Review
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

11 authors.

Russell BanksLinus Health, Inc., Boston, MA, USA. Russ@banks.fm.
Barry R GreeneLinus Health, Inc., Boston, MA, USA.
Isaiah MorrowLinus Health, Inc., Boston, MA, USA.
Marissa CieslaLinus Health, Inc., Boston, MA, USA.
David WooleverCrossover Management, Wake Forest, NC, USA.
Sean TobyneLinus Health, Inc., Boston, MA, USA.
Joyce Gomes-OsmanLinus Health, Inc., Boston, MA, USA.
Ali JannatiLinus Health, Inc., Boston, MA, USA. ajannati@linus.health.
John ShowalterLinus Health, Inc., Boston, MA, USA.
David BatesLinus Health, Inc., Boston, MA, USA.
Alvaro Pascual-LeoneLinus Health, Inc., Boston, MA, USA.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

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.

Indexed as

Hearing LossAgedAged, 80 and overAudiometry, Pure-ToneFemaleHumansMaleMass ScreeningMiddle AgedSpeech PerceptionCognitionDigital hearing screeningPure tone audiometrySpeech recognition

Identifiers

PMID39256446
PMCPMC11387469

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.