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Record W4413054205 · doi:10.1044/2025_aja-24-00256

Client and Clinician Perspectives on the Roles and Responsibilities of Hearing Care Practitioners in Addressing Health Domains Beyond Hearing

2025· article· en· W4413054205 on OpenAlexaff
Lucille Muir, Chi Yhun Lo, Frank Russo, Gurjit Singh

Bibliographic record

VenueAmerican Journal of Audiology · 2025
Typearticle
Languageen
FieldNeuroscience
TopicHearing Loss and Rehabilitation
Canadian institutionsHuntington Society of CanadaUniversity of TorontoToronto Metropolitan University
Fundersnot available
KeywordsSocioemotional selectivity theoryHearing lossCognitionHealth careAshaMedicinePsychologyGerontologyAudiologyPsychiatry

Abstract

fetched live from OpenAlex

PURPOSE: Hearing loss (HL) has been associated with declines for cognitive, physical, and other facets of health. Accordingly, hearing care practitioners (HCPs) may have a responsibility to address health domains beyond hearing. The current study compared client and HCP attitudes toward the role of HCPs in addressing such domains. METHOD: One thousand four hundred one clients and 94 HCPs were recruited from Connect Hearing, a network of audiology clinics across North America. Clients and HCPs completed questionnaires focused on five health domains associated with HL (cognitive health, socioemotional health, physical health, mobility and balance, and overall wellness). Prior to their hearing care appointment, clients indicated their expectations of HCPs to address such domains. Concurrently, HCPs indicated their perceived ability to address the domains. RESULTS: HCP ability was significantly greater than client expectations within the domains of cognitive and socioemotional health, while client expectations were greater than HCP ability within the domains of physical health and mobility and balance. CONCLUSIONS: HCPs report that they are generally capable of fulfilling their role and meeting their clients' expectations across health domains beyond hearing. Potential strategies to enhance alignment between client expectations and HCP ability are discussed. Such strategies include holistic and integrated care. SUPPLEMENTAL MATERIAL: https://doi.org/10.23641/asha.29525603.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.002
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.378
Threshold uncertainty score0.358

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.001
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.038
GPT teacher head0.369
Teacher spread0.331 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations0
Published2025
Admission routes1
Has abstractyes

Explore more

Same venueAmerican Journal of AudiologySame topicHearing Loss and RehabilitationFrench-language works237,207