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      Examining Method Effect of Synonym and Antonym Test in Verbal Abilities Measure

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          Abstract

          Many researchers have assumed that different methods could be substituted to measure the same attributes in assessment. Various models have been developed to accommodate the amount of variance attributable to the methods but these models application in empirical research is rare. The present study applied one of those models to examine whether method effects were presents in synonym and antonym tests. Study participants were 3,469 applicants to graduate school. The instrument used was the Graduate Academic Potential Test (PAPS), which includes synonym and antonym questions to measure verbal abilities. Our analysis showed that measurement models that using correlated trait–correlated methods minus one, CT-C(M–1), that separated trait and method effect into distinct latent constructs yielded slightly better values for multiple goodness-of-fit indices than one factor model. However, either for the synonym or antonym items, the proportion of variance accounted for by the method is smaller than trait variance. The correlation between factor scores of both methods is high (r = 0.994). These findings confirm that synonym and antonym tests represent the same attribute so that both tests cannot be treated as two unique methods for measuring verbal ability.

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          Cutoff criteria for fit indexes in covariance structure analysis: Conventional criteria versus new alternatives

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            Common method biases in behavioral research: A critical review of the literature and recommended remedies.

            Interest in the problem of method biases has a long history in the behavioral sciences. Despite this, a comprehensive summary of the potential sources of method biases and how to control for them does not exist. Therefore, the purpose of this article is to examine the extent to which method biases influence behavioral research results, identify potential sources of method biases, discuss the cognitive processes through which method biases influence responses to measures, evaluate the many different procedural and statistical techniques that can be used to control method biases, and provide recommendations for how to select appropriate procedural and statistical remedies for different types of research settings.
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              Convergent and discriminant validation by the multitrait-multimethod matrix.

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                Author and article information

                Journal
                EJOP
                Eur J Psychol
                Europe's Journal of Psychology
                Eur. J. Psychol.
                PsychOpen
                1841-0413
                20 August 2015
                : 11
                : 3
                : 419-431
                Affiliations
                [a ]Universitas Gadjah Mada, Yogyakarta, Indonesia
                [2]Aalborg University, Aalborg, Denmark
                [3]Academy of Special Education, Warsaw, Poland
                Author notes
                [* ]Faculty of Psychology, Universitas Gadjah Mada, Jl. Humaniora No. 1 Bulaksumur, Yogyakarta, Indonesia. wahyu_psy@ 123456ugm.ac.id
                Article
                ejop.v11i3.865
                10.5964/ejop.v11i3.865
                4873053
                27247667
                12189457-7a40-4a76-975d-6fb85c0d4600
                Copyright @ 2015

                This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

                History
                : 17 September 2014
                : 25 May 2015
                Categories
                Research Reports

                Psychology
                method variance,synonyms and antonyms test,confirmatory factor analysis
                Psychology
                method variance, synonyms and antonyms test, confirmatory factor analysis

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