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Table 2 Scoring rubric for analysis skill

From: A framework to foster analysis skill for self-directed activities in data-rich environment

Level

Score

Analysis behavior

Logic expression

Level 4

4

Check data—successfully identify status WITHOUT system support

N1>0&&N2>0&&R1==R2&&!S

Level 3

3

Check data—successfully identify status WITH system support

N1>0&&N2>0&&R1==R2&&S

Level 2

2

Check data—PARTIALLY identify status

N1>0&&N2>0&&R1!=R2

Level 1

1

Check data—DID NOT identify status

N1>0&&N2==0

Level 0

0

DID NOT check data

N1==0

  1. N1, count of interaction logs; N2, count of learner’s analysis reports; R1, result of learner’s analysis report; R2, result of system report; S, Boolean data, whether system analysis result has been shown before learner report result