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Multistage testing

algorithm-based approach to administering tests

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Record originEnglish Wikipedia
Text licenseCC BY-SA 4.0
Source revisionApr 3, 2026
Entity authorityQ6935101
Source-derived summary

Multistage testing is an algorithm-based approach to administering tests. It is very similar to computer-adaptive testing in that items are interactively selected for each examinee by the algorithm, but rather than selecting individual items, groups of items are selected, building the test in stages. These groups are called testlets or panels.

While multistage tests could theoretically be administered by a human, the extensive computations required (often using item response theory) mean that multistage tests are administered by computer.

The number of stages or testlets can vary. If the testlets are relatively small, such as five items, ten or more could easily be used in a test. Some multistage tests are designed with the minimum of two stages (one stage would be a conventional fixed-form test).

In response to the increasing use of multistage testing, the scholarly journal Applied Measurement in Education published a special edition on the topic in 2006.

References

Further reading

Wainer, Howard (2007). Testlet Response Theory and its Applications.

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The public source identifies “Multistage testing” as algorithm-based approach to administering tests. This brief keeps that definition visible, then builds a research path around Multistage, testing and algorithm-based.

Editorial reviewA practical starting point whose main value is the path it opens into stronger specialist and primary sources. The current lead gives the account dated anchors—2006, 2007—that can be checked directly. The selected authority fields contribute no independent date. Its value is orientation rather than verdict, with Multistage, testing and algorithm-based providing the first useful test.
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This entry incorporates text from Multistage testing” on English Wikipedia. Contributors are listed in the page history. Text is available under the Creative Commons Attribution-ShareAlike 4.0 License. Selected authority identifiers and statements are retrieved from Wikidata under CC0; their references and qualifiers remain part of the verification path.