Research Article
The Assessment of Critical Thinking Critically Assessed in Higher Education: A Validation Study of the CCTT and the HCTA
Table 2
Descriptive statistics for the HCTA (
).
| Scale | Max value | November | May | | df | | Subscale | M | SD | Min | Max | M | SD | Min | Max |
| Total | 195 | 116.08 | 10.11 | 84 | 140 | 120.32 | 10.88 | 92 | 147 | 5.144 | 154 | .000 | Constructed-response items (C) | 95 | 49.99 | 6.68 | 31 | 66 | 52.81 | 7.40 | 37 | 68 | 4.885 | 154 | .000 | Forced-choice items (F) | 99 | 66.09 | 5.33 | 52 | 77 | 67.52 | 5.73 | 53 | 83 | 3.058 | 154 | .003 | Hypothesis testing | 45 | 26.35 | 4.14 | 16 | 38 | 27.43 | 3.83 | 17 | 36 | 2.990 | 154 | .003 | Hypothesis testing-C | 18 | 9.49 | 2.42 | 3 | 16 | 10.54 | 2.44 | 3 | 16 | 4.607 | 154 | .000 | Hypothesis testing-F | 27 | 16.86 | 2.75 | 9 | 23 | 16.90 | 2.66 | 11 | 23 | 0.130 | 154 | .897 | Verbal reasoning | 22 | 11.26 | 2.49 | 5 | 18 | 11.52 | 2.53 | 4 | 18 | 1.177 | 154 | .241 | Verbal reasoning-C | 15 | 7.06 | 2.32 | 2 | 14 | 7.20 | 2.25 | 2 | 13 | 0.668 | 154 | .505 | Verbal reasoning-F | 7 | 4.20 | 0.86 | 2 | 6 | 4.32 | 0.94 | 1 | 7 | 1.364 | 154 | .174 | Argument analysis | 42 | 25.10 | 4.45 | 14 | 35 | 26.88 | 4.30 | 13 | 36 | 4.360 | 154 | .000 | Argument analysis-C | 23 | 12.10 | 2.94 | 5 | 19 | 12.81 | 3.17 | 4 | 20 | −0.621 | 154 | .535 | Argument analysis-F | 19 | 12.99 | 2.42 | 6 | 18 | 14.08 | 2.20 | 7 | 19 | 4.609 | 154 | .000 | Likelihood and uncertainty | 24 | 13.96 | 2.99 | 4 | 21 | 14.75 | 3.10 | 6 | 21 | 3.115 | 154 | .002 | Likelihood and uncertainty-C | 17 | 9.30 | 2.50 | 1 | 15 | 9.88 | 2.77 | 2 | 15 | 2.488 | 154 | .014 | Likelihood and uncertainty-F | 7 | 4.66 | 1.08 | 2 | 7 | 4.87 | 0.90 | 2 | 7 | 2.237 | 154 | .027 | Decision making and problem solving skills | 61 | 39.41 | 4.18 | 26 | 49 | 39.74 | 4.27 | 30 | 51 | 0.838 | 154 | .403 | Decision making and problem solving skills-C | 22 | 12.04 | 2.81 | 6 | 18 | 12.39 | 2.70 | 6 | 20 | 1.295 | 154 | .197 | Decision making and problem solving skills-F | 39 | 27.37 | 2.54 | 20 | 33 | 27.35 | 3.01 | 20 | 34 | −0.072 | 154 | .943 |
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