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      Addressing gender discrimination in cognitive assessment using the English Comprehension Test

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          Abstract

          ORIENTATION: The empirically designed English Comprehension Test (ECT) is theorised to measure verbal reasoning and is currently undergoing validation. The test development produced two versions of the ECT, namely, ECT version 1.2 and ECT version 1.3. This study focuses on the latest test version, ECT version 1.3RESEARCH PURPOSE: The purpose of this study was to statistically explore the performance of men and women who were assessed by the empirically designed ECTMOTIVATION FOR THE STUDY: Cognitive assessment has often been used as a discriminatory tool against gender, race and/or languages. The discrimination against race and gender were the consequences of a patriarchal system and Apartheid in South Africa, as black men and women were deemed to be subordinate to white men. With the demise of Apartheid, measures have been put in place to guard against unfair assessment practices. In addition, legislation was developed to ensure that test developers and test users employed assessments that did not unfairly prejudice individuals based on their race, gender and language. These measures are imperative to ensure fairness and equal opportunities for men and women across race and language groups.RESEARCH DESIGN, APPROACH AND METHOD: This study used a quantitative cross-sectional design. The ECT was administered to a non-probability convenience sample of 881 individuals. The data were analysed by differential test functioning (DTF) in Winsteps and analysis of variance (ANOVA) in the Statistical Product and Service Solutions (SPSS) package.MAIN FINDINGS: The results indicated that the majority of the test items did not present any bias, but five possibly biased items were identified across gender groups in the test. These five items that were possibly biased appear to be affected by language and not gendered knowledge, and this, however, necessitates further investigation. The ANOVA results only indicated statistically significant differences across the different language groups, thereby confirming the DTF resultsPRACTICAL/MANAGERIAL IMPLICATIONS: A major limitation of this study is the restriction of range and lack of generalisability.CONTRIBUTION/VALUE-ADD: This study promotes the use of DTF and ANOVA as a means of ensuring fairness in assessment practices across gender groups. Moreover, it contributes to cross-cultural test development and validation research in South Africa.

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          What is the proper way to apply the multiple comparison test?

          Multiple comparisons tests (MCTs) are performed several times on the mean of experimental conditions. When the null hypothesis is rejected in a validation, MCTs are performed when certain experimental conditions have a statistically significant mean difference or there is a specific aspect between the group means. A problem occurs if the error rate increases while multiple hypothesis tests are performed simultaneously. Consequently, in an MCT, it is necessary to control the error rate to an appropriate level. In this paper, we discuss how to test multiple hypotheses simultaneously while limiting type I error rate, which is caused by α inflation. To choose the appropriate test, we must maintain the balance between statistical power and type I error rate. If the test is too conservative, a type I error is not likely to occur. However, concurrently, the test may have insufficient power resulted in increased probability of type II error occurrence. Most researchers may hope to find the best way of adjusting the type I error rate to discriminate the real differences between observed data without wasting too much statistical power. It is expected that this paper will help researchers understand the differences between MCTs and apply them appropriately.
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            Race, Reform, and Retrenchment: Transformation and Legitimation in Antidiscrimination Law

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              What do infit and outfit, mean-square and standardized mean

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                Author and article information

                Journal
                sajip
                SA Journal of Industrial Psychology
                SA j. ind. Psychol.
                Society for Industrial and Organisational Psychology of South Africa (SIOPSA) (Johannesburg, Gauteng, South Africa )
                0258-5200
                2071-0763
                2021
                : 47
                : 1
                : 1-10
                Affiliations
                [01] Pretoria orgnameUniversity of Pretoria orgdiv1Faculty of Humanities orgdiv2Department of Psychology South Africa
                Article
                S2071-07632021000100007 S2071-0763(21)04700100007
                10.4102/sajip.v47i0.1776
                bb8e65eb-cf3d-44f3-a251-f8815e588002

                This work is licensed under a Creative Commons Attribution 4.0 International License.

                History
                : 14 January 2020
                : 04 December 2020
                Page count
                Figures: 0, Tables: 0, Equations: 0, References: 60, Pages: 10
                Product

                SciELO South Africa

                Self URI: Full text available only in PDF format (EN)
                Categories
                Original Research

                differential test functioning,gender,language,psychometric testing,English Comprehension Test

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