A biological perspective on interpreting interaction effect

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dc.contributor.authorGenc, Serdar
dc.contributor.authorMendes, Mehmet
dc.date.accessioned2025-01-27T20:27:12Z
dc.date.available2025-01-27T20:27:12Z
dc.date.issued2022
dc.departmentÇanakkale Onsekiz Mart Üniversitesi
dc.description.abstractFactorial experiments are commonly employed in agricultural research as in other branches of applied sciences. In these experiments, inferences related to the interaction are essential. However, many researchers are still unable to analyze this type of experiment and interpret the results in the correct way. This is because researchers focus on interpreting the main effects although there is a significant interaction effect. Of course, meaningful main effects can exist even in the presence of an interaction, especially if interactions do not affect the main effects. Therefore, it is extremely important to understand thoroughly in which situations only the interaction effect(s), in which cases only the main effect(s), and in which cases the interpretation of the main effects will be meaningful although the interaction effect is significant. In this study, evaluating factorial experiments has been discussed in detail, especially in studies related to animal science. It has also been focused on the importance of considering both statistical and practical significance while interpreting the statistical analysis results.
dc.identifier.doi10.55730/1300-0128.4224
dc.identifier.endpage+
dc.identifier.issn1300-0128
dc.identifier.issue3
dc.identifier.scopus2-s2.0-85134161243
dc.identifier.scopusqualityQ3
dc.identifier.startpage535
dc.identifier.trdizinid528877
dc.identifier.urihttps://doi.org/10.55730/1300-0128.4224
dc.identifier.urihttps://search.trdizin.gov.tr/tr/yayin/detay/528877
dc.identifier.urihttps://hdl.handle.net/20.500.12428/22615
dc.identifier.volume46
dc.identifier.wosWOS:000817061700019
dc.identifier.wosqualityQ4
dc.indekslendigikaynakWeb of Science
dc.indekslendigikaynakScopus
dc.indekslendigikaynakTR-Dizin
dc.language.isoen
dc.publisherTubitak Scientific & Technological Research Council Turkey
dc.relation.ispartofTurkish Journal of Veterinary & Animal Sciences
dc.relation.publicationcategoryinfo:eu-repo/semantics/openAccess
dc.rightsinfo:eu-repo/semantics/openAccess
dc.snmzKA_WoS_20250125
dc.subjectFactorial experiments
dc.subjectinteraction
dc.subjectmain effect
dc.subjecteffect size
dc.titleA biological perspective on interpreting interaction effect
dc.typeArticle

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