The ALLS was administered as a pre-test on the first laboratory meeting, before any introduction/instruction took place; and as a post-test on the last laboratory meeting.
The preliminary analysis of pre- to post-instruction changes in student responses to several specific questions are discussed below. Students were instructed to respond to the following questions using "1" = strongly disagree, "2" = disagree, "3" = neutral, "4" = agree, "5" = strongly agree. (The category titles for each question, e.g., "Independence," were not shown on the questionnaire.)
9. "I prefer to work independently rather than in groups." (Independence.)
10. "I can understand difficult concepts better if I am able to explain them to others." (Understanding from explaining.)
13. "I am good at math." (Math efficacy.)
14." I am good at science." (Science efficacy.)
15. "This course will be (was) difficult for me." (Difficulty rating; lower is easier.)
Cuesta CollegeThere are no statistically significant changes in how students rated themselves as being good at math or science from the beginning of to the end of the semester.
Astronomy 10L Fall Semester 2007 sections 0137, 0138, 0139, 1074
(N = 63, matched pairs only)
9. Indep. 10. Explain 13. Math 14. Science 15. Diff.
Initial 2.8 +/- 1.0 3.5 +/- 0.8 3.2 +/- 1.1 3.1 +/- 1.0 2.9 +/- 0.9
Final 2.6 +/- 1.0 3.8 +/- 1.0 3.3 +/- 1.2 3.1 +/- 1.1 2.6 +/- 1.0
p 0.10 0.011 0.43 0.51 0.038
(Student t-test: paired two sample for means, two-tailed)
With p = 0.10, there is a weak statistically significant change in student preference for collaboration, shifting from working in groups than independently.
Most notably are the p < 0.05 results:
- A statistically significant shift in how students rated the difficulty of the laboratory course (from neutral/moderate to being slightly easier).
- A statistically significant shift in how students considered themselves better able to understand concepts if they were able to explain them to others. This was considered a key goal for the peer-interaction nature of this course by the developer of the laboratory activities and the ALLS. These preliminary results are encouraging; further analysis may involve investigating the correlation (if any) between this response, and math/science efficacy.
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