Skip Navigation

What Works Clearinghouse


Effectiveness


Findings

The WWC review of interventions for Middle School Math addresses student outcomes in the math achievement domain. The findings below present the authors’ estimates and WWC calculated estimates of the size and the statistical significance of the effects of Cognitive Tutor ® Algebra I on students.8

Math achievement

Ritter, Kulikowich, Lei, McGuire, & Morgan (2007) reported a positive but not statistically significant effect of Cognitive Tutor ® Algebra I on the Educational Testing Service (ETS) Algebra End-of-Course Assessment. The effect size was large enough to be considered substantively important according to WWC standards (that is, at least 0.25).

In sum, one study showed a substantively important positive effect in the math achievement domain.

Rating of effectiveness

The WWC rates the effects of an intervention in a given outcome domain as positive, potentially positive, mixed, no discernible effects, potentially negative, or negative. The rating of effectiveness takes into account four factors: the quality of the research design, the statistical significance of the findings, the size of the difference between participants in the intervention and the comparison conditions, and the consistency in findings across studies (see the WWC Procedures and Standards Handbook, Appendix E).

8 The level of statistical significance was reported by the study authors or, when necessary, calculated by the WWC to correct for clustering within classrooms or schools and for multiple comparisons. For an explanation, see the WWC Tutorial on Mismatch. For the formulas the WWC used to calculate the statistical significance, see WWC Procedures and Standards Handbook, Appendix C for clustering and WWC Procedures and Standards Handbook, Appendix D for multiple comparisons. In the case of Ritter, Kulikowich, Lei, McGuire, & Morgan (2007), no corrections for clustering or multiple comparisons were needed.

PO Box 2393
Princeton, NJ 08543-2393
Phone: 1-866-503-6114