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. 2012 Fall;11(3):260–272. doi: 10.1187/cbe.11-11-0098

Table 6.

Frequencies of Thinking and Working Like a Scientist codes from student interviewsa

Novice students Experienced students
Code n % of novices n % of experienced students
Gains in data-collection skills 27 93 44 100
Gains in data analysis and interpretation 12 41 28 64
Gains in problem solving 13 45 42 95
Gains in figuring out the next steps of an experiment 3 10 12 27
Gains in understanding experimental design 4 14 22 50
Gains in identifying a research question 1 3 7 16

aNovice students: n = 29; experienced students: n = 44.