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Sanaz Nazari; Walter L. Leite; A. Corinne Huggins-Manley – Educational and Psychological Measurement, 2024
Social desirability bias (SDB) is a common threat to the validity of conclusions from responses to a scale or survey. There is a wide range of person-fit statistics in the literature that can be employed to detect SDB. In addition, machine learning classifiers, such as logistic regression and random forest, have the potential to distinguish…
Descriptors: Social Desirability, Bias, Artificial Intelligence, Identification
Reddy, Pritika; Sharma, Bibhya; Chaudhary, Kaylash; Lolohea, Osaiasi; Tamath, Robert – Interactive Technology and Smart Education, 2023
Purpose: The purpose of this study is to evaluate student visual literacy skills using the newly designed visual literacy framework and visual literacy (VL) scale. Design/Methodology/Approach: It includes a newly designed framework, a self-reporting questionnaire and a scale to evaluate an individual's VL skills and overall competency. The…
Descriptors: Visual Literacy, High School Students, Student Evaluation, Measures (Individuals)
Avcu, Akif – Journal of Theoretical Educational Science, 2022
When performing regression analysis, one way to examine the normality of data is to screen outliers. Outliers, on the other hand, do not always have an effect on regression results. In reality, cases with a large amount of residuals that affect regression analysis results are referred to as influential cases. It is important to detect them in the…
Descriptors: Regression (Statistics), Factor Analysis, Factor Structure, Mathematics
Chun Wang; Ruoyi Zhu; Gongjun Xu – Grantee Submission, 2022
Differential item functioning (DIF) analysis refers to procedures that evaluate whether an item's characteristic differs for different groups of persons after controlling for overall differences in performance. DIF is routinely evaluated as a screening step to ensure items behavior the same across groups. Currently, the majority DIF studies focus…
Descriptors: Models, Item Response Theory, Item Analysis, Comparative Analysis
Copková, Radka – Journal on Efficiency and Responsibility in Education and Science, 2021
The aim of the present study was to verify the relationship of three aversive personality traits -- Machiavellianism, narcissism and psychopathy, nowadays known by experts as the Dark Triad and burnout syndrome on the sample of vocational technical subject teachers. The study was carried out on a sample of 241 participants (M[subscript age] =…
Descriptors: Engineering Education, Personality Traits, Vocational Education Teachers, Measures (Individuals)
Messineo, Linda; Tosto, Crispino; Allegra, Mario – European Journal of Educational Research, 2021
The present study aimed to investigate the relationship between students' academic motivation, implicit beliefs about intelligence and learning strategies among undergraduate healthcare students. First-year students of healthcare degree courses from a university in Southern Italy were surveyed. The study measured psychological constructs by means…
Descriptors: Undergraduate Students, Predictor Variables, Learning Strategies, Student Motivation
Leeming, Paul; Harris, Justin – Language Learning, 2022
Self-determination theory has been applied in various educational contexts. Language learning researchers have used factor analysis and structural equation modeling to investigate measures designed for this theory, but Rasch analysis has not been conducted. The Basic Psychological Needs Satisfaction and Frustration Scale (BPNSFS) and the Language…
Descriptors: Second Language Learning, English (Second Language), Self Determination, Item Response Theory
McNeish, Daniel – Journal of Experimental Education, 2018
Some IRT models can be equivalently modeled in alternative frameworks such as logistic regression. Logistic regression can also model time-to-event data, which concerns the probability of an event occurring over time. Using the relation between time-to-event models and logistic regression and the relation between logistic regression and IRT, this…
Descriptors: Measures (Individuals), Nonparametric Statistics, Item Response Theory, Regression (Statistics)
Bikar, Somaye; Marziyeh, Afsaneh; Pourghaz, Abdolwahab – International Journal of Instruction, 2018
This study aimed to determine the relationship between affective structures and academic burnout among male and female third-grade high school students in Zahedan in the academic year 2016-2017. The current descriptive-correlational study had a sample including 362 students selected using a multistage cluster sampling method. To collect data,…
Descriptors: Burnout, Gender Differences, High School Students, Correlation
Yilmaz, Emrullah; Kaygin, Hüseyin – Journal of Education and Training Studies, 2018
The aim of this study is to reveal the relation between lifelong learning tendency and achievement motivation. The sampling of the study consisted of 570 prospective teachers attending a pedagogical formation course at two universities in Turkey in 2016. Relational screening model was used in the study and the data were collected through…
Descriptors: Correlation, Lifelong Learning, Achievement Need, Foreign Countries
Fatima, Shameem; Sharif, Humera; Zimet, Gregory – International Journal of Educational Psychology, 2018
Guided by self-determination theory, the present study examines independent and interactive roles of self-efficacy and perceived social support in predicting types of academic motivation. Data were collected from 325 university undergraduates in 18-23 years of age (M = 21.09, SD = 1.34) from the fifth biggest city of South Asia. Results showed the…
Descriptors: Student Motivation, Undergraduate Students, Self Determination, Self Efficacy
Balyan, Melih – Universal Journal of Educational Research, 2018
The purpose of the present study was to examine the relationship between coaching efficacy and conflict management style of the soccer coaches. The sample included 224 male soccer coaches ranging in coaching experience from 2 to 15 years. The Coaching Efficacy Scale and The Rahim Organizational Conflict Inventory were used to measure coaching…
Descriptors: Conflict Resolution, Team Sports, Athletic Coaches, Self Efficacy
Vogel, F. Ruric; Human-Vogel, Salomé – Higher Education Research and Development, 2018
Student retention remains an ongoing concern for higher education institutions worldwide. In the present study, we examine the predictive utility of identity styles, professional identity and academic commitment to academic achievement. We asked 120 second-year students in the profession of engineering in an augmented degree programme to complete…
Descriptors: Professional Identity, Academic Achievement, Higher Education, Foreign Countries
Lammers, William J.; Gillaspy, J. Arthur, Jr.; Hancock, Felecia – Teaching of Psychology, 2017
We used a brief scale to measure student-instructor rapport and assessed the degree to which student's perceived rapport at the beginning, middle, and end of the semester predicted final course grades in a traditional course. Results showed a positive correlation between rapport scores and final grades such that rapport at each of the time points…
Descriptors: Prediction, Academic Achievement, Teacher Student Relationship, Grades (Scholastic)
Mancini, Vincent; Rigoli, Daniela; Roberts, Lynne; Heritage, Brody; Piek, Jan – Infant and Child Development, 2018
Poor motor skills have been associated with a range of interpersonal and intrapersonal difficulties, including poor self-competence, peer problems, and internalizing problems such as anxiety and depression. The Elaborated Environmental Stress Hypothesis provides a theoretical framework for understating these relationships. Studies have recently…
Descriptors: Psychomotor Skills, Interpersonal Relationship, Anxiety, Depression (Psychology)