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Article . 2025
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Article . 2025
Data sources: Datacite
ZENODO
Article . 2025
Data sources: Datacite
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Positive Statistics and Its Role in Predicting Indicators of Psychological and Professional Competence among Educational Counselors in Iraq

الإحصاء الإيجابي ودوره في التنبؤ بمؤشرات الكفاءة النفسية والمهنية لدى المرشدين التربويين في العراق
Authors: Jassim, Qusay Sabah Hussein; Al-Jassar, Ahmed Jamal;

Positive Statistics and Its Role in Predicting Indicators of Psychological and Professional Competence among Educational Counselors in Iraq

Abstract

This study investigates the role of the Positive Statistics Methodology (PSM) in predicting indicators of psychological and professional competence among educational counselors in Iraq. Employing a descriptive–correlational design, the research was conducted on a stratified random sample of 120 counselors working in public schools in Baghdad. Standardized instruments were utilized, including the Positive Statistics tools (PEL, CPAL, RLL), alongside a validated scale measuring psychological and professional competence. The findings demonstrated a statistically significant correlation between the application of Positive Statistics and enhanced levels of competence, with the positive statistical dimensions explaining 45% of the variance. These results underscore the capacity of PSM not only to reveal statistical associations but also to provide a developmental and predictive framework that contributes to strengthening counselors’ psychological resilience and professional performance. Furthermore, the study offers practical recommendations for incorporating PSM into training and professional development programs to enhance the quality of educational guidance services.

يهدف هذا البحث إلى بيان دور منهجية الإحصاء الإيجابي (Positive Statistics Methodology – PSM) في التنبؤ بمؤشرات الكفاءة النفسية والمهنية لدى المرشدين التربويين في العراق. اعتمد الباحث المنهج الوصفي الارتباطي على عينة مكوّنة من (120) مرشدًا ومرشدة في المدارس الحكومية ببغداد. تم استخدام أدوات الإحصاء الإيجابي (PEL, CPAL, RLL) إلى جانب مقياس الكفاءة النفسية والمهنية. أظهرت النتائج وجود علاقة ارتباطية دالة بين تطبيق الإحصاء الإيجابي وارتفاع مستويات الكفاءة، حيث فسرت الأدوات الإيجابية ما نسبته 45% من التباين. ويؤكد البحث أن الإحصاء الإيجابي يمثل إطارًا تنمويًا وتطبيقيًا يسهم في تعزيز الأداء النفسي والمهني للمرشدين التربويين، كما يقدم توصيات عملية لدمج المنهجية في برامج التدريب والتطوير المهني.

Keywords

Professional Competence, Educational Counselors, Iraq, Positive Statistics, Psychological Competence

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
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