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Michigan Assessment Consortium Common Assessment Development Series Module 18 Reliability
MAC CAD-PD Mod-6 BRF [comp].ppt 1
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Edward Roeber Michigan State University
Narrated By: Edward Roeber Michigan State University 2
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Previous Modules By now, you have
Developed your test blueprint Written your test items Assembled the items into a field test form Field tested the items Looked at the performance of students on the field test Now it is time to look at the test itself
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Reliability This is a concept that pertains to the entire test.
Reliability is an important concept because it shows the degree to which the results from your test are stable Stable test results are a necessary, but not sufficient condition, for the use of the test results to be valid
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Importance of Stability
Why is stability important? If we weighed ourselves repeatedly and got wildly different results, we would conclude it was time to buy a new scale If your test yielded wildly different scores if it was given more than once, we wouldn’t trust it, either Hence, test results need to be stable
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Importance of Stability
If the test results are not stable, how can you possibly trust them? If the first time the student took the test, she got a 99% and second time, she got a 23%, we would not be able to say what her real achievement is We would conclude that because the test is unreliable, we cannot draw a conclusion about her achievement
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Test-Retest Reliability
This is one type of reliability – if we gave the same test to students, would they get the same scores? This is done sometimes by giving the same test about two weeks apart, which is enough time to students to forget the items but not learn new material
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Test-Retest Reliability
Test-retest reliability is not a major concern with achievement tests However, with higher stakes tests (e.g., a test to award high school course credit), it is worth doing this The scores on the two tests would be correlated (something that some ISDs and universities could help you with)
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Internal Consistency Another way to look at reliability is the internal consistency of the test This type of reliability is important if we have a test that is supposed to measure one content area or learning target An example is a 60-item reading test measuring one part of reading, such as inferential comprehension
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Internal Consistency On this sort of test, students should do very well or very poorly on all of the items However, if we built a reading test that measures 10 learning targets with six items each, we would expect High internal consistency within each six-item measure, Less internal consistency across the 10 mini-tests
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Internal Consistency This means that the internal consistency values you receive need to interpreted in light of your test blueprint for the common assessment Were you trying to measure one single concept in your test? Or Were you trying to measure multiple concepts in that test?
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Internal Consistency One way to measure internal consistency is to split the test in half and compare the halves An easy way to do this is to compare the odd versus even items
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Statistical Analyses If you have access to statistical software, you can calculate Cronbach’s alpha, a measure of internal consistency Some ISDs/RESAs have access to this software Some universities do, too SPSS or even MS Excel can be used to calculate Cronbach’s alpha
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Reliability Levels Reliability is reported on a scale that ranges from .00 to 1.00 0.00 indicates a test that is completely unreliable 1.00 indicates a test that is completely reliable
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Reliability Levels For achievement tests, you want the reliability (internal consistency) to be about 0.8 or higher Longer tests are more reliable than shorter ones However, longer tests take longer to administer, so there is a trade-off in using longer tests to increase reliability
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Summary There are two ways of computing reliability:
Test-retest (stability) Internal consistency Neither is easy to compute by hand If the common assessment has consequences for the student, calculating reliability is essential
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Summary When you administer a test for the first time, you will learn more about the test than about the students who took it You should review the data from the first administration to determine if the test is working Item difficulties Qualities of the entire test – reliability/validity
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Series Developers Kathy Dewsbury White, Ingham ISD
Bruce Fay, Wayne RESA Jim Gullen, Oakland Schools Julie McDaniel, Oakland Schools Edward Roeber, MSU Ellen Vorenkamp, Wayne RESA Kim Young, Ionia County ISD/MDE
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Development Support for the Assessment Series
The MAC Common Assessment Development Series is funded in part by the Michigan Association of Intermediate School Administrators In cooperation with Michigan Department of Education Ingham and Ionia ISDs, Oakland Schools, and Wayne RESA Michigan State University
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