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Record W4378070148 · doi:10.5539/ass.v19n3p87

The Effectiveness of a Training Program in Improving the Competencies and Skills of Female Specialists to Work with People with Visual Impairments

2023· article· en· W4378070148 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

venuePublished in a venue whose home country is Canada.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueAsian Social Science · 2023
Typearticle
Languageen
FieldBusiness, Management and Accounting
TopicVaried Academic Research Topics
Canadian institutionsnot available
Fundersnot available
KeywordsPsychologyMedical educationScale (ratio)Visual impairmentAdaptation (eye)Training (meteorology)Medicine

Abstract

fetched live from OpenAlex

This study aimed to evaluate the effectiveness of a training program in improving the competencies and skills of female specialists working with people with visual impairments and to determine if there were any statistically significant differences in the improvement of competencies and skills due to variables such as specialization, years of experience, prior knowledge of a blind person, and training courses in the field of visual impairment. The study sample consisted of 10 female specialists from special education, visual impairment, and early childhood in Riyadh, Saudi Arabia. A 70-item scale was used to measure the competencies and skills of female specialists before and after the training program. The scale was divided into five domains: knowledge of visual impairments and their impact on learning, communication and interaction strategies, adaptation of teaching materials and classroom environment, assessment and evaluation strategies, and collaboration and professional development. The study's results revealed a significant improvement in the competencies and skills of female specialists after participating in the training program, with an average percentage improvement of 41.4%. No statistically significant differences were found in the improvement of competencies and skills due to the variables of specialization, years of experience, prior knowledge of a blind person, and training courses in the field of visual impairment. In conclusion, the training program was found to be effective in improving the competencies and skills of female specialists working with people with visual impairments. The results highlight the importance of providing specialized training to professionals in this field to support better the learning and development of children with visual impairments.

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.

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)0.003
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: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.371
Threshold uncertainty score0.383

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0030.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.004
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 head0.015
GPT teacher head0.297
Teacher spread0.282 · 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