Table 1.
Classification and Nomenclature of the Investigated Anchor Methods.
Anchor class | Anchor selection | Combination | Initial step and anchor selection strategy |
---|---|---|---|
All-other | None | All-other | Initial step: Each item is tested for DIF using all remaining items as anchor. |
Cf. for example, Woods (2009) | Selection strategy: No additional selection strategy is required. | ||
Constant | AO | Single- anchor-AO | Initial step: Each item is tested for DIF using all remaining items as anchor. |
Woods (2009) | Selection strategy: The item with the lowest absolute DIF statistic (AO) is chosen. | ||
SA | Single- anchor-SA | Initial step: Each item is tested for DIF using every other item as single-anchor. | |
Wang (2004) | Selection strategy: The item with the smallest number of significant DIF tests (SA) is chosen. | ||
AO | Four-anchor-AO | Initial step: Each item is tested for DIF using all remaining items as anchor. | |
Woods (2009); Wang, Shih, and Sun (2012) | Selection strategy: The four anchor items corresponding to the lowest ranks of the absolute DIF statistics from the initial step (AO) are chosen. | ||
SA | Four-anchor-SA | Initial step: Each item is tested for DIF using every other item as single-anchor. | |
Wang (2004) | Selection strategy: The four-anchor items corresponding to the smallest number of significant DIF tests (SA) are chosen. | ||
NC | Four-anchor-NC | Initial step: Each item is tested for DIF using every other item as single-anchor. | |
Proposed by Wang (2004) | Selection strategy: The first anchor is found as in single-anchor-SA; the next candidate anchor item (up to three) is found from tests using the current anchor if its result corresponds to the lowest non-significant absolute test statistic and is then added to the current anchor. | ||
Iterative backward | AO | Iterative-backward-AO | Initial step: Each item is tested for DIF using all remaining items as anchor. |
For example, Drasgow (1987) | Selection strategy: Iteratively, all items displaying DIF are excluded from the anchor and the next DIF test with the current anchor is conducted. | ||
Iterative forward | AO | Iterative-forward-AO | Initial step: Each item is tested for DIF using all remaining items as anchor. |
Selection strategy: As long as the current anchor is shorter than the number of currently presumed DIF-free items, the next item with the lowest rank in the initial step (AO) is added to the anchor. | |||
SA | Iterative-forward-SA | Initial step: Each item is tested for DIF using every other item as single-anchor. | |
Selection strategy: As long as the current anchor is shorter than the number of currently presumed DIF-free items, the next item with the smallest number of significant test results in the initial step (SA) is added to the anchor. |
Note. DIF = differential item functioning; AO = all-other selection; SA = single-anchor selection; NC = next candidate selection.