Abstract
| Language | English |
|---|---|
| Pages | 259-269 |
| Journal | Advances in Methods and Practices in Psychological Science |
| Volume | 1 |
| Issue number | 2 |
| DOIs | |
| State | Published - 2018 |
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Equivalence testing for psychological research: a tutorial. / Lakens, D.; Scheel, A.M.; Isager, P.
In: Advances in Methods and Practices in Psychological Science, Vol. 1, No. 2, 2018, p. 259-269.Research output: Contribution to journal › Article › Academic › peer-review
TY - JOUR
T1 - Equivalence testing for psychological research: a tutorial
AU - Lakens,D.
AU - Scheel,A.M.
AU - Isager,P.
PY - 2018
Y1 - 2018
N2 - Psychologists must be able to test both for the presence of an effect and for the absence of an effect. In addition to testing against zero, researchers can use the Two One-Sided Tests (TOST) procedure to test for equivalence and reject the presence of a smallest effect size of interest (SESOI). TOST can be used to determine if an observed effect is surprisingly small, given that a true effect at least as large as the SESOI exists. We explain a range of approaches to determine the SESOI in psychological science, and provide detailed examples of how equivalence tests should be performed and reported. Equivalence tests are an important extension of statistical tools psychologists currently use, and enable researchers to falsify predictions about the presence, and declare the absence, of meaningful effects.
AB - Psychologists must be able to test both for the presence of an effect and for the absence of an effect. In addition to testing against zero, researchers can use the Two One-Sided Tests (TOST) procedure to test for equivalence and reject the presence of a smallest effect size of interest (SESOI). TOST can be used to determine if an observed effect is surprisingly small, given that a true effect at least as large as the SESOI exists. We explain a range of approaches to determine the SESOI in psychological science, and provide detailed examples of how equivalence tests should be performed and reported. Equivalence tests are an important extension of statistical tools psychologists currently use, and enable researchers to falsify predictions about the presence, and declare the absence, of meaningful effects.
U2 - 10.17605/OSF.IO/V3ZKT
DO - 10.17605/OSF.IO/V3ZKT
M3 - Article
VL - 1
SP - 259
EP - 269
JO - Advances in Methods and Practices in Psychological Science
T2 - Advances in Methods and Practices in Psychological Science
JF - Advances in Methods and Practices in Psychological Science
SN - 2515-2459
IS - 2
ER -