Precision in Special Education : Insights from a Systematic Review on Data-Based Decision Making

This research aims to identify the types of special needs that benefit from Data-Based Decision Making (DBDM), the stages of its implementation, and the challenges teachers face in executing DBDM effectively. This research used a qualitative approach, with a systematic literature review method using...

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Main Authors: Afifah Nurul Karimah, Farida Kurniawati
Format: Article
Language:English
Published: LPPM Universitas Pendidikan Mandalika 2024-12-01
Series:Jurnal Kependidikan
Subjects:
Online Access:https://e-journal.undikma.ac.id/index.php/jurnalkependidikan/article/view/13369
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author Afifah Nurul Karimah
Farida Kurniawati
author_facet Afifah Nurul Karimah
Farida Kurniawati
author_sort Afifah Nurul Karimah
collection DOAJ
description This research aims to identify the types of special needs that benefit from Data-Based Decision Making (DBDM), the stages of its implementation, and the challenges teachers face in executing DBDM effectively. This research used a qualitative approach, with a systematic literature review method using the PRISMA (Preferred Reporting Items for Systematic Review and Meta-analysis), systematically analyzing relevant articles from the Sage Journal and Wiley Online database scopus indexed published between 2013-2023. A total of 54 articles were initially identified, and through a thorough screening process, 5 articles were included for in-depth review. The data analysis technique for this research used a content analysis approach. The implementation of Data-Based Decision Making (DBDM) supports special needs students facing academic (e.g., reading and writing difficulties) as well as emotional or behavioral challenges. While Curriculum-Based Measurement (CBM) and Mastery Measures with clear decision rules are often used for academic difficulties, DBDM for behavioral issues is more complex due to the diversity of behaviors and required tools. Teachers are encouraged to apply DBDM, provided they develop skills in assessment selection, data processing, and analysis to adjust interventions effectively. Successful DBDM requires strong support from various school stakeholders. The review highlights the need for specialized training for teachers to enhance their competence in applying DBDM for diverse special needs students.
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spelling doaj-art-8c99331b98564c3f8b3f01df3ac8a73c2024-12-21T02:04:00ZengLPPM Universitas Pendidikan MandalikaJurnal Kependidikan2442-76672024-12-011041485149510.33394/jk.v10i4.133696137Precision in Special Education : Insights from a Systematic Review on Data-Based Decision MakingAfifah Nurul Karimah0Farida Kurniawati1Faculty of Psychology, Universitas IndonesiaFaculty of Psychology, Universitas IndonesiaThis research aims to identify the types of special needs that benefit from Data-Based Decision Making (DBDM), the stages of its implementation, and the challenges teachers face in executing DBDM effectively. This research used a qualitative approach, with a systematic literature review method using the PRISMA (Preferred Reporting Items for Systematic Review and Meta-analysis), systematically analyzing relevant articles from the Sage Journal and Wiley Online database scopus indexed published between 2013-2023. A total of 54 articles were initially identified, and through a thorough screening process, 5 articles were included for in-depth review. The data analysis technique for this research used a content analysis approach. The implementation of Data-Based Decision Making (DBDM) supports special needs students facing academic (e.g., reading and writing difficulties) as well as emotional or behavioral challenges. While Curriculum-Based Measurement (CBM) and Mastery Measures with clear decision rules are often used for academic difficulties, DBDM for behavioral issues is more complex due to the diversity of behaviors and required tools. Teachers are encouraged to apply DBDM, provided they develop skills in assessment selection, data processing, and analysis to adjust interventions effectively. Successful DBDM requires strong support from various school stakeholders. The review highlights the need for specialized training for teachers to enhance their competence in applying DBDM for diverse special needs students.https://e-journal.undikma.ac.id/index.php/jurnalkependidikan/article/view/13369data-based decision makingspecial needs studentteacher skillsassessment toolsdecision rules.
spellingShingle Afifah Nurul Karimah
Farida Kurniawati
Precision in Special Education : Insights from a Systematic Review on Data-Based Decision Making
Jurnal Kependidikan
data-based decision making
special needs student
teacher skills
assessment tools
decision rules.
title Precision in Special Education : Insights from a Systematic Review on Data-Based Decision Making
title_full Precision in Special Education : Insights from a Systematic Review on Data-Based Decision Making
title_fullStr Precision in Special Education : Insights from a Systematic Review on Data-Based Decision Making
title_full_unstemmed Precision in Special Education : Insights from a Systematic Review on Data-Based Decision Making
title_short Precision in Special Education : Insights from a Systematic Review on Data-Based Decision Making
title_sort precision in special education insights from a systematic review on data based decision making
topic data-based decision making
special needs student
teacher skills
assessment tools
decision rules.
url https://e-journal.undikma.ac.id/index.php/jurnalkependidikan/article/view/13369
work_keys_str_mv AT afifahnurulkarimah precisioninspecialeducationinsightsfromasystematicreviewondatabaseddecisionmaking
AT faridakurniawati precisioninspecialeducationinsightsfromasystematicreviewondatabaseddecisionmaking