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Evaluating Coefficient Alpha and Alternatives in Non-Normal Data
Statistical Methods and Data Analysis

Evaluating Coefficient Alpha and Alternatives in Non-Normal Data

Leifeng Xiao and Kit-Tai Hau’s article, “Performance of Coefficient Alpha and Its Alternatives: Effects of Different Types of Non-Normality,” examines how coefficient alpha and other reliability indices perform under varying conditions of non-normality. The study offers critical insights into how these measures behave across different data structures, providing useful recommendations …

Refining Reliability with Attenuation-Corrected Estimators
Statistical Methods and Data Analysis

Refining Reliability with Attenuation-Corrected Estimators

Jari Metsämuuronen’s (2022) article introduces a significant advancement in how reliability is estimated within psychological assessments. The study critiques traditional methods for their tendency to yield deflated results and proposes new attenuation-corrected estimators to address these limitations. This review examines the article’s contributions and its implications for improving measurement precision. …

The Role of Item Distributions in Reliability Estimation
Statistical Methods and Data Analysis

The Role of Item Distributions in Reliability Estimation

Olvera Astivia, Kroc, and Zumbo’s (2020) study examines the assumptions underlying Cronbach’s coefficient alpha and how the distribution of items affects reliability estimation. By introducing a new framework rooted in Fréchet-Hoeffding bounds, the authors offer a fresh perspective on the limitations of this widely used reliability measure. Their work provides …

Age-Based Reliability Analysis of the Jouve Cerebrals Test of Induction
Psychological Measurement and Testing

Age-Based Reliability Analysis of the Jouve Cerebrals Test of Induction

Abstract This research focused on assessing the reliability of the Jouve Cerebrals Test of Induction (JCTI), a computerized 52-item test measuring nonverbal reasoning without time constraints. The reliability of the test was determined through Cronbach’s Alpha coefficients and standard errors of measurement (SEm), calculated across various age groups. A total …

Assessing the Validity and Reliability of the Cerebrals Cognitive Abilities Test (CCAT)
Statistical Methods and Data Analysis

Assessing the Validity and Reliability of the Cerebrals Cognitive Abilities Test (CCAT)

Abstract The Cerebrals Cognitive Abilities Test (CCAT) is a psychometric test battery comprising three subtests: Verbal Analogies (VA), Mathematical Problems (MP), and General Knowledge (GK). The CCAT is designed to assess general crystallized intelligence and scholastic ability in adolescents and adults. This study aimed to investigate the reliability, criterion-related validity, …