Recognizing Non-Verbal Social Cues Promotes Social Performance in LD Adolescents
Bibliographic record
Abstract
The research examined whether an educational intervention could enhance the ability of learning disabled (LD) adolescents to recognize non-verbal emotional messages and thus their social functioning. Most LD children have problems recognizing non-verbal cues, particularly emotional ones, and have social difficulties. The study examined the validity of the theory of a link between ability to recognize non-verbal emotional cues and social functioning. According to this theory, the better the ability to recognize non-verbal emotional messages the better the social functioning. An educational intervention was devised to investigate this. The intervention included 12 lessons of 45 minutes each, twice a week for six weeks. The study examined 77 Israeli LD, native Hebrew-speaking adolescents in grades 7-10. The results demonstrated the efficacy of the intervention in enhancing students’ ability to recognize non-verbal emotional messages. Students’ social functioning improved in two social parameters: empathy and social closeness. Students with borderline IQ benefited more from the intervention than students with normal range IQ, and boys benefited more than girls. The study suggests an effective practical tool for promoting social functioning among adolescents with LD. Cette recherche a examiné dans quelle mesure une intervention éducative pouvait augmenter la capacité des adolescents ayant des problèmes d’apprentissage à détecter les messages émotionnels non verbaux et ainsi améliorer leurs comportements sociaux. La plupart des adolescents ayant des problèmes d’apprentissage éprouvent de la difficulté à reconnaitre les messages non verbaux, notamment ceux de nature émotionnelle, et ils manifestent des difficultés sociales. Cette étude a examiné la validité de la théorie selon laquelle il y aurait un lien entre la capacité à détecter les messages émotionnels non verbaux et le fonctionnement sur le plan social. La théorie soutient que mieux on reconnait les messages émotionnels non verbaux, mieux on fonctionne sur le plan social. Pour étudier cette théorie, nous avons conçu une intervention éducative impliquant 12 leçons de 45 minutes chacune, deux fois par semaine pendant six semaines. Cette étude a porté sur 77 adolescents israéliens de langue maternelle hébraïque entre la 7e et la 10e année et ayant des difficultés d’apprentissage. Les résultats démontrent l’efficacité de l’intervention dans l’augmentation de la capacité des élèves de reconnaitre les messages émotionnels non verbaux. Le fonctionnement social des élèves s’est amélioré selon deux paramètres sociaux: l’empathie et la proximité sociale. Les élèves ayant un QI limite ont profité plus de l’intervention que ceux ayant un QI dans la gamme normale, et les garçons ont démontré plus d’amélioration que les filles. Cette recherche propose un outil pratique et efficace visant la promotion du fonctionnement social chez les adolescents ayant des difficultés d’apprentissage.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot 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.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.002 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
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".