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Record W7077978564

MORE THAN MEETS THE EYE: A PHENOMENOLOGICAL STUDY OF SELF-CONCEPT, IDENTITY, AND MEANING-MAKING IN ADULTS WITH ACQUIRED VISION LOSS

2025· article· en· W7077978564 on OpenAlexaboutno aff

Bibliographic record

VenueScholars Commons (Wilfrid Laurier University) · 2025
Typearticle
Languageen
FieldComputer Science
TopicGeochemistry and Geologic Mapping
Canadian institutionsnot available
Fundersnot available
KeywordsInterpretative phenomenological analysisPsychosocialContext (archaeology)Qualitative researchMeaning (existential)Phenomenology (philosophy)Identity (music)Vision rehabilitationPopulation
DOInot available

Abstract

fetched live from OpenAlex

The qualitative research project examines the lived experience of acquired vision loss in adulthood and its impact on the way participants see themselves and the world around them, both sensorially and metaphorically. The research question, “What are the lived experiences of adults with acquired vision loss as they relate to identity and conceptions of self?” is informed by the researcher’s clinical practice as a psychotherapist in a low vision clinic. The dissertation includes a literature review focussed on the psychosocial aspects of vision loss to provide insight into the intended population and context for the study. Data for the phenomenological research study is from semi-structured interviews with ten adults with acquired visual impairments engaged in low vision rehabilitation at an interdisciplinary optometric clinic in Ontario, Canada. Data analysis using Interpretative Phenomenological Analysis (IPA), reveals five themes and 21 sub-themes. All participants report a deleterious effect of low vision on their daily lives, which impacts mobility, careers, emotional health, and sense of independence. Altered sense of identity accompanied changes to familial and vocational roles, secondary to changes in visual function. Positive and negative changes to self-concept were identified. While acquired sight loss is challenging, participants engage internal and external resources to build meaningful lives. Results from the study will inform practice for health care professionals working with adults who are partially sighted. Notably, a framework focused on meaning making was identified for psychotherapists and spiritual care providers working with adults with acquired vision 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 machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.011
metaresearch head score (Gemma)0.015
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.013
Threshold uncertainty score0.060

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0110.015
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0020.002
Science and technology studies0.0130.017
Scholarly communication0.0070.007
Open science0.0020.008
Research integrity0.0020.005
Insufficient payload (model declined to judge)0.0020.000

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 head0.010
GPT teacher head0.237
Teacher spread0.227 · 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 source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designQualitative
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

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