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Updated: Jan 9, 2026

Problem-Solving Before Instruction PS-I: A Protocol for Assessment and Intervention in Students with Different Abilities
Published on: September 11, 2021
Student's performance dataset on multidimensional 21st-century thinking skills in physics ability assessment.
Wahyudi1, Bayu Setiaji2, Rahmaniar3
1Budong-Budong Vocational High School, West Sulawesi Province, Central Mamuju, 91461, Indonesia. icpwahyudi@gmail.com.
This study introduces an open dataset for measuring 21st-century thinking skills in students, focusing on critical and creative thinking in physics. The findings support developing better assessments for modern educational needs.
Area of Science:
- Educational Measurement
- Physics Education
- 21st-Century Skills Assessment
Background:
- Assessing 21st-century thinking skills is crucial for modern education and academic achievement.
- Existing educational standards require alignment with evolving learning competencies.
- Physics ability is conceptualized as a multidimensional construct for assessment.
Purpose of the Study:
- To present an open dataset on the educational measurement of students' critical and creative thinking skills.
- To provide a framework for assessing physics ability as a multidimensional construct.
- To support the development of effective assessment models for 21st-century competencies.
Main Methods:
- Data collected using 12 essay items developed by researchers.
- Instruments reviewed by experts in educational measurement and physics education.
- Assessment conducted with 330 Indonesian senior high school students.
Main Results:
- A structured questionnaire assessed instrument practicality and usefulness post-assessment.
- Overall positive responses were received regarding the developed instruments.
- An open dataset on student performance in critical and creative thinking was generated.
Conclusions:
- The dataset supports the creation of improved assessment models for 21st-century competencies.
- Valuable insights are provided for educators, researchers, and policymakers.
- Informs curriculum design and policy development aligned with 21st-century learning objectives.
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