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The Effectiveness of a Training Program Based on Self-Management Skills in Developing Independent Behavior and Safety and Security Skills of Children with Intellectual Disability

2023· article· en· W4367680273 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

VenueJournal of Intellectual Disability - Diagnosis and Treatment · 2023
Typearticle
Languageen
FieldSocial Sciences
TopicChild Development and Education
Canadian institutionsnot available
Fundersnot available
KeywordsIntellectual disabilityPsychologySkills managementSample (material)Scale (ratio)Developmental psychologyMedical educationMedicinePsychiatryPedagogy

Abstract

fetched live from OpenAlex

Background: Children with intellectual disabilities suffer from many deficiencies that negatively affect their adaptation and transition from one stage to another.
 Objective: The current study aimed at developing independent behavior, safety, and security skills of children with an intellectual disability through a program based on self-management skills.
 Methods: The study sample consisted of (20) children with mild intellectual disabilities enrolled in classes from the fourth to the sixth primary. The sample was divided into two groups; the experimental group to which the training program has been applied, consisting of (10) children, and the control group (10) children. The study relied on the quasi-experimental method. As such, the training program is perceived to be the independent variable, while the independent behavior, safety, and security skills are considered the dependent ones. The study is based on a number of tools that are prepared by the researcher, the scale of independent behavior of children with intellectual disabilities, the scale of safety and security skills of children with intellectual disabilities, and the training program based on self-management skills.
 Results: The study's results disclosed the effectiveness of the training program used in developing independent behavior and safety and security skills of children with intellectual disabilities.
 Conclusions: The effectiveness of self-management strategies such as self-monitoring, self-reinforcement, self-instruction, and problem-solving in developing the independent behavior and security and safety skills of children with intellectual disabilities has been proven.

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)0.001
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 score0.171
Threshold uncertainty score0.496

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0030.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
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 head0.018
GPT teacher head0.312
Teacher spread0.294 · 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