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Record W4408072149 · doi:10.1080/14992027.2025.2473689

Embodying hearing loss: confronting the issue and adjusting to a new norm

2025· article· en· W4408072149 on OpenAlexaffabout
April Pike, Joanne Smith-Young, Terry‐Lynn Young, Sheila Moodie, Karen Parsons, Anne Griffin, Leon Mills

Bibliographic record

VenueInternational Journal of Audiology · 2025
Typearticle
Languageen
FieldPsychology
TopicHearing Impairment and Communication
Canadian institutionsWomen in Science and Engineering Newfoundland and LabradorNewfoundland Aquaculture Industry AssociationWestern UniversityNewfoundland and Labrador Centre for Applied Health ResearchGovernment of Newfoundland and LabradorMemorial University of Newfoundland
Fundersnot available
KeywordsAudiologyHearing lossPsychologyMedicine

Abstract

fetched live from OpenAlex

OBJECTIVE: To understand how older adults living with hearing loss cope with and manage their hearing loss. DESIGN: Grounded theory methodology with a patient-oriented approach was used to generate a theory grounded in data obtained from older adults living with hearing loss. Constant comparative analysis was used. STUDY SAMPLE: Participants included 68 individuals aged 50 years and older with self-reported hearing loss living in Newfoundland and Labrador, Canada. RESULTS: We report on two theoretical constructs of the psychosocial process of embodying hearing loss. 'Confronting the issue' captures individuals' experiences after they reached a turning point in acknowledging their hearing loss journey and began searching for services and supports that includes (1) accessing services and supports, (2) receiving the diagnosis, and (3) teasing out options. 'Adjusting to a new norm' describes participants' experiences as they started to navigate their life with hearing loss that includes (1) benefits and challenges living with a hearing assistive device, (2) developing coping strategies, and (3) envisioning a future living with hearing loss. CONCLUSIONS: Embodying hearing loss includes both understanding the concept of hearing loss and engaging with the challenges, emotions and experiences associated with it to help promote understanding, support and inclusion in society for those affected by hearing loss.

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)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.500
Threshold uncertainty score0.210

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
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 head0.030
GPT teacher head0.383
Teacher spread0.352 · 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 routes2
Has abstractyes

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