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Table 10 Items of the Collaborative Problem Solving (CPS) Questionnaire

From: Direction of collaborative problem solving-based STEM learning by learning analytics approach

Factor

Item

Participation

Q1: I was actively participating in the science lesson.

Q2: I was listening carefully when other students were speaking or making presentations.

Q3: I asked others for help when I met difficulty.

Perspective taking

Q4: Collaborating with others is more effective in finding solutions than working by oneself.

Q5: It is important to receive help from others in problem solving.

Q6: When facing unfamiliar problems, it is helpful to solve the problems by collaborating with others.

Social regulation

Q7: During the science lesson, I can recognize my advantages and disadvantages in learning.

Q8: If my classmates have any problems, I have the duty to help them.

Q9: It is necessary to negotiate with other members to reach an agreement on a problem solution.

Task regulation

Q10: I knew the objectives of the lesson clearly.

Q11: It is important to analyze problems before solving them.

Q12: I will investigate the information in order to solve the problems.

Q13: It is not necessary to find multiple solutions for one problem.

Learning and knowledge building

Q14: In science lessons, it is often necessary to use knowledge from other subjects.

Q15: If I am provided enough information, I can acquire new knowledge by myself.

Q16: I can organize what I have learned after the lesson.

Q17: When I can’t solve the problems, I will reflect on the learning.