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The Development of a Multidimensional Diagnostic Assessment With Learning Tools to Improve 3-D Mental Rotation

Shiyu Wang1, Yiling Hu2, Qi Wang3

  • 1Quantitative Methodology Program, Department of Educational Psychology, University of Georgia, Athens, GA, United States.

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|March 17, 2020
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This study developed a dynamic diagnostic assessment and learning program to improve three-dimensional mental rotation skills. The program effectively tracks individual skill development over time, offering insights beyond traditional spatial skills tests.

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Area of Science:

  • Cognitive Psychology
  • Educational Measurement
  • Spatial Cognition

Background:

  • Traditional spatial skills assessments often lack diagnostic depth.
  • Improving three-dimensional (3D) mental rotation skills is crucial for STEM fields.
  • Existing diagnostic tools may not fully capture learning trajectories.

Purpose of the Study:

  • To develop and evaluate a learning program integrating a multidimensional diagnostic assessment with targeted interventions.
  • To diagnose and enhance students' 3D mental rotation skills using a Diagnostic Classification Model (DCM) framework.
  • To compare the effectiveness of two distinct learning strategies (holistic vs. combined analytic/holistic).

Main Methods:

  • Development of a multidimensional assessment based on the DCM framework.
  • Implementation of two learning interventions focused on different rotation strategies.
  • Evaluation using an experimental design with advanced statistical analyses, including joint models for response times and accuracy within a dynamic DCM.
  • Analysis of intervention effectiveness across gender, country, and strategy.

Main Results:

  • The dynamic diagnostic assessment provides detailed learning trajectories, identifying strengths and weaknesses in specific 3D rotation skills.
  • The integrated program demonstrated effectiveness in improving mental rotation skills.
  • The study analyzed intervention effectiveness considering factors like gender and strategy.

Conclusions:

  • The developed dynamic diagnostic assessment offers a more informative evaluation of spatial skill learning than traditional methods.
  • The learning program effectively supports the improvement of 3D mental rotation abilities.
  • This approach enhances the assessment and training of crucial spatial skills for educational and professional development.