The Efficacy of Undergraduate Critical Thinking CoursesA Survey in ProgressTim van Gelder Preprint 1/2000 Web address of this paper: http://www.philosophy.unimelb.edu.au/reason/efficacy.html
Last update: Note: this paper is obsolete. We are producing a new updated version, which will incorporate a number of studies not mentioned here. It will be posted in a month or two.
Focus & Clarification Table 1 Table 2 Other Resources Discussion References IntroductionEach year, in hundreds of colleges and universities around the world, students enrol in one-semester courses variously known as "Critical Thinking," "Informal Logic," "Introduction to Reasoning," etc.. One standard rationale for these courses is that they improve students' ability to think critically or engage in informal reasoning. The courses are oftenperhaps normallysold to students on this basis. In particular, CT/IL courses are often billed as being superior for this purpose to formal logic classes. A student taking such a course might reasonably ask: What reason do we have to think that the standard rationale holds water? That is, what is the evidence that traditional one-semester courses in CT or IL actually do improve CT or informal reasoning ability? What is the evidence that such courses are any better for this purpose than other courses that might be taken instead? This report surveys the available empirical evidence on the efficacy of courses in critical thinking or informal reasoning. Probably the two most important conclusions to emerge from the survey are:
For further discussion, see below.
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Studies of the efficacy of one-semester courses in critical thinking.
Study (alph. order) |
Design |
Testing Instrument |
Result |
Conclusion* |
Notes |
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Annis & Annis, 1979 |
Pre- and post-testing 32 students in an introductory logic course. Comparison with students in Introductory Philosophy, Ethics; and a control group. |
Watson-Glaser Critical Thinking Appraisal |
"The multivariate analysis revealed a significant main effect of course on...[three subtests]... Which course a student was in had no significant effect on Recognition of Assumptions, Evaluation of Arguments, nor the total score on the Watson-Glaser." (149) |
"Which course a student was in had no significant effect on... the total score on the Watson-Glaser..." (149) "In general the results of the study indicate that Logic has a consistent impact on certain aspects of critical thinking..." (150) |
Results section sketchy and difficult to interpret; appears to contain crucial gaps. Also: was the Introductory Logic course informal or formal logic? |
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Facione, 1990 |
Detailed, large-scale study comprising four experiments involving pre- and post-testing students in a variety of CT courses and comparing with controls |
CCTST: California Critical Thinking Skills Test: College Level |
Statistically significant differences detected for students in CT courses. Control group showed (borderline) nonsignificant improvement. |
"We can be confident that the CCTST succeeds in detecting the growth in CT skills which is hypothesized to occur during college level instruction specifically designed for the purpose of CT development." |
Primary goal of study was to validate CCTST. If validity of CCTST is assumed, study indicates efficacy of CT instruction. |
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Pascarella, 1989 |
Pre- and post-testing of 47 students at beginning and end of first year at college; comparison with 20 matched controls not attending college. |
Watson-Glaser Critical Thinking Appraisal |
precise data on relation between improvement on WGCTA and logic courses not reported in this paper |
"other specific measures of the college experience such as curricular emphasis (number of science and logic courses)...failed to have significant partial associations with critical thinking, independent of the study covariates." |
Efficacy of CT courses only a very minor aspect of this study. Lack of "significant partial associations" leaves open possibility that science and logic courses are having some effect. |
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Rainbolt & Rieber, 1998 |
Test of a web-based approach to teaching. 2 instructors taught two sections of CT each using same text, each instructor teaching one section using web and one section using traditional approach. |
CCTST: California Critical Thinking Skills Test: College Level |
Gain using web approach: 2.42 and 3.77 questions correct. Gain using traditional approach: 2.0 and 2.8 questions correct. |
the students in the web class did significantly better than those in the control classes. It is interesting to note, however, that the improvement which seems to have resulted from use of the web is much smaller than the improvement that seems to have resulted from using regular (tenure-track) faculty instead of part-time instructors...Much more testing needs to be done but the initial results of this method appear promising. |
Study intended to compare two approaches to CT, not to assess the efficacy of CT courses. Nevertheless study appears to be picking up larger improvements than typically found in Facione's study using the same test. |
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van Gelder, 2000 |
Pre- and post-testing of students in an introductory reasoning class based on the Reason! software. Control group of students taking same course taught by traditional means. |
1. Watson-Glaser Critical Thinking Appraisal |
Gains for experimental group; effect size approx. .45. Control group showed no improvement on WG. |
1. Informal reasoning can be improved through instruction. |
no follow up testing in this study, but more studies of this kind are being conducted. |
Some other studies relating to efficacy of reasoning instruction at improving critical thinking.
Study |
Design |
Test |
Result |
Conclusion |
Notes |
Reason for not including on Table 1 |
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Beckman, 1956 |
"Non-equivalent pretest-posttest control group"; 303 students in 8 colleges and universities |
Watson-Glaser Critical Thinking Appraisal |
"No significant differences between the experimental and control classes. The differences in mean gain between colleges was significant." |
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All information here drawn from McMillan 1987. |
It is not clear that this study concerns CT courses in the sense relevant here. |
Glaser, 1941 |
high school students; experimental and control group |
Test which developed into the Watson-Glaser CTA |
"significant difference in performance" |
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All details here provided by DH |
not college level |
Leblanc (unpublished) |
2 pre- and post-test studies; undergrads in one-semester CT class |
Selection of seven questions of the kind found in LEMUR software package |
mean gains of 1.8 and 1.25 questions correct out of seven |
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details communicated by Leblanc |
not published; also test questions very closely related to taught material? |
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Lehman et al 1988 |
Subjects were first and third year graduate students in law, medicine, psychology and chemistry at University of Michigan. One study was cross-sectional, one longitudinal. |
Specially developed reasoning test consisting of four sets of questions: statistical, methodological, conditional and verbal reasoning |
for details see paper |
"The results show that training in both psychology and medicine can affect statistical reasoning about everyday-life problems, methodological reasoning about everyday-life problems employing a number of rules related to the confounding principle, and reasoning about problems that logicians can solve using the material conditional in deductive logic. In addition, training in the law affects [only] conditional reasoning. Training in chemistry does not seem to affect any of these kinds of reasoning." (440) "The present results indicate that 20th century psychologists have been too quick to conclude that formal discipline is not possible and that rule training has little generalized educational potential..." (441) |
not a study of a CT course |
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Stenning et al., 1995 |
35 Stanford undergraduates taking two different versions of a 12-week introductory logic course, one based on Hyperproof (Barwise 1994) and the other a traditional course. |
Two tests developed by the authors: |
Significant improvement found on the blocks world test and on the "analytical subscale" or the GRE test. |
"The results show good transfer of learning on both conventional and HP courses, but strong interactions between pre-existing individual differences and methods of teaching...We believe this study provides a useful existence proof that logic courses of a variety of kinds can transfer to other reasoning." |
found that in some cases instruction can actually reduce performance |
concerns effect of formal logic instruction on CT |
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van der Pal & Eysink, 1999 |
80 undergraduate students underwent various forms of instruction, 3-5 hours duration, using Tarski's World (Barwise 1993). Pre-, post- and one-week follow-up testing. |
A test consisting of "four arbitrarily selected Wason selection tasks" |
Significant improvement found in both post- and follow-up tests; up to 1.28SD on one way of calculating improvement ("logic index"). |
"The results revealed a facilitating effect of the complete Tarski's World instruction on the Wason selection tasks...This study signifies the importance of interactive graphical representations when used in combination with formal systems for logic instruction..." (p. 338) |
a laboratory-type study, not a study of a one-smester course in CT or a general test of CT |
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Gehrett, 2000 |
Pre- and post-testing of 12 students (juniors and seniors) in a one-semester philosophy subject with substantial CT content |
Cornell Critical Thinking Test, Level X |
"While one student showed a loss, all the others gained. The average gain was 6.6 score points, and five students gained more than ten points." (p.32) |
"I must stress that I did not do a formal analysis of the test scores, but I think improvement is clearly demonstrated. Obviously, this single test cannot be taken too seriously..." (p.32) |
Paper contains many interesting qualitative observations about improving CT skills in a one-semester subject |
Not an undergraduate course |
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