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Improving
education using computers is the mantra of education in the 21st century.
The learning potential of interactive environments, and the associated
scalability and economy of internet delivery, beg for creative and thoughtful
development. The RELATE program has as its
broad objective the improvement of learning and pedagogy in interactive
environments. Key to this is our development of integrated assessment
tools with unprecedented reliability. We believe that accurate assessment
of all educational innovations - not just electronic ones - is crucial
to improving the mixed educational results of educational reform in the
20th century.
Under support from NSF and from MIT, we have made considerable progress toward these objectives since 2000. Our
studies imply that, of the various instructional elements in the course, electronic tutorial - type homework
generates by far the most student learning as displayed
by score improvement on the MIT final and is comparable to group problems on standard tests of
conceptual understanding. We have developed extraordinarily accurate assessment based
on the
process of a student working through a tutorial. Although integrated seamlessly within
the instructional activities, it has the power to assess student's skills on a fine grid of topics, allowing
targeted tutoring to improve students' scores as well as prediction of students' performances on high stakes
tests. Finally, we have developed techniques to measure the learning from individual tutorials. For example, our recently developed ability
to accurately measure the amount learned per unit of student time on a single tutorial allows comparison and
improvement at the micro level. This will allow us to improve tutoring
both by improving the individual tutorials and by determining what pedagogy (e.g.
tutorial-first vs. problem-first instruction) works best. We have also found evidence for the effectiveness of hints in arriving
at the correct solutions. Further studies on this will help improve our hint structure and would
increase their effectiveness in tutoring.
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