데이터 기반 맞춤형 수업을 위한 수학과 대시보드 설계: 인지진단 평가 플랫폼 ‘MathCoDi’를 중심으로
Designing a mathematics dashboard for data-driven personalized instruction: Focusing on the cognitive diagnostic assessment platform ‘MathCoDi’
  • 임은선
  • 왕효원
  • 박주현
  • 고준보
  • 임철일
  • 외 1명
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초록

As the educational paradigm shifts toward learner-centered instruction, demand continues to grow for personalized teaching that reflects each learner’s needs, goals, and preferences. This dynamic is particularly evident in mathematics education, where the cumulative and hierarchical structure of content can easily result in learning gaps and notable disparities in achievement levels. Recent national assessments in Korea have revealed that the proportion of underperforming students in mathematics is significantly higher than in other subjects. However, practical constraints, including large class sizes and administrative burdens, hinder the implementation of personalized instruction. This study addresses this challenge by supporting data-driven personalized instruction in secondary mathematics; specifically, it designs and validates a teacher dashboard based on the MathCoDi cognitive diagnostic assessment platform. The dashboard was developed according to the design principles of Lim et al. (2024) and refined through two rounds of expert validation and three months of field application with mathematics teachers. The final dashboard includes task-level and group-level views, cognitive mastery statistics, and user guidance. This study provides a practical and systematic tool to aid mathematics teachers in interpreting diagnostic assessment results and effectively incorporating them into instructional planning.

키워드

data-driven personalized instructionmathematics teacher dashboardcognitive diagnostic assessmentdashboard design데이터 기반 맞춤형 수업수학과 대시보드인지진단 평가대시보드 설계
제목
데이터 기반 맞춤형 수업을 위한 수학과 대시보드 설계: 인지진단 평가 플랫폼 ‘MathCoDi’를 중심으로
제목 (타언어)
Designing a mathematics dashboard for data-driven personalized instruction: Focusing on the cognitive diagnostic assessment platform ‘MathCoDi’
저자
임은선왕효원박주현고준보임철일유연주
DOI
10.17232/KSET.41.2.509
발행일
2025-06
유형
Y
저널명
교육공학연구
41
2
페이지
509 ~ 546