Thesis (Ph. D.)--Massachusetts Institute of Technology, Sloan School of Management, Technology, Management, and Policy Program, 2001. / Includes bibliographical references (p. 173-183). / We may have a serious problem with education in the United States. However, the literature suggests one can arrive at differing conclusions about the efficacy of the American educational system depending on what we measure, how we measure it, when we decide to measure, and why we measure. As will be shown, many testing methods currently in vogue in the United States generate data that can lead policy makers, parents, educators, and even students to arrive at invalid conclusions about schools; teachers, and student ability, especially when evaluating the ability of a student to apply (versus just know) concepts. It was hypothesized that, if applied in a manner aligned with accepted validity standards, modern computer technology could both dramatically improve the accuracy of our inferences, and provide significant new insights into student learning and understanding given present national and California state standards. As a "proof of concept", a quasi-experimental, interrupted time series study was conducted using a computerized learning and assessment tool to observe second semester high school chemistry students solving qualitative chemistry problems. The results presented here suggest that: -- Without intervention, once a student chooses a strategy to solve a problem, the student will continue to use the same type of strategy (in both the near- and long-term), whether or not that strategy has proven effective. These findings imply we now have the opportunity to both diagnose ineffective strategies as they are developing, and tailor interventions to individual student needs. -- Because technology allows us to look both at a student's answer and how s)he arrived at that answer, we conclude that we can accurately infer whether a student really understands the concepts of a particular knowledge domain. Our findings suggest that, if properly employed, technology can offer new, real-time insights into student understanding. The paper concludes by discussing the applicability of this research to other knowledge domains, some avenues of future research, and particular pedagogical interventions which the results suggest might be most promising. / by Terry P. Vendlinski. / Ph.D.
| Identifer | oai:union.ndltd.org:MIT/oai:dspace.mit.edu:1721.1/8592 |
| Date | January 2001 |
| Creators | Vendlinski, Terry P. (Terry Paul), 1957- |
| Contributors | Steven Lerman., Massachusetts Institute of Technology. Technology, Management, and Policy Program., Massachusetts Institute of Technology. Technology, Management, and Policy Program. |
| Publisher | Massachusetts Institute of Technology |
| Source Sets | M.I.T. Theses and Dissertation |
| Language | English |
| Detected Language | English |
| Type | Thesis |
| Format | 183 p., 22483407 bytes, 22483166 bytes, application/pdf, application/pdf, application/pdf |
| Rights | M.I.T. theses are protected by copyright. They may be viewed from this source for any purpose, but reproduction or distribution in any format is prohibited without written permission. See provided URL for inquiries about permission., http://dspace.mit.edu/handle/1721.1/7582 |
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