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Arfaee, Mohammad; Bahari, Arman; Khalilzadeh, Mohammad – Education and Information Technologies, 2022
Human resources training is considered an effective solution in empowering human resources. Organizations try to have effective educational planning for this precious resource by identifying shortcomings through a need assessment. This study provides a model based on organizational data analysis to achieve a unique and appropriate training…
Descriptors: Prediction, Models, Educational Planning, Data Analysis
Simon Ntumi – Shanlax International Journal of Education, 2023
This study examined the nexus between institutional training and development and employee performance from private universities in Ghana using Principal Components Regression (PCR). The study employed exploratory design through the quantitative and cross-sectional survey methods for data collection. The questionnaires were administered 384…
Descriptors: Factor Analysis, Regression (Statistics), Prediction, Training
Almamari, Khalid Saif – ProQuest LLC, 2020
A large body of literature suggests that cognitive abilities are important determinants for training and job performance, including flight performance. The associations between measures of ability tests and job performance have been the focus of many empirical studies, resulting in an overall conclusion that general mental ability is the main…
Descriptors: Cognitive Ability, Job Performance, Prediction, Flight Training
Caniëls, Marjolein C. J.; de Jong, Jeroen P.; Sibbel, Hannes – Creativity Research Journal, 2022
In this study, we investigate how the level of work control predictability affects employee creativity. Specifically, we examine whether supervisor and coworker support moderate the predictability-creativity relationship. We use survey data from 128 employee--supervisor dyads from a governmental organization in Belgium. Multilevel analyses…
Descriptors: Correlation, Prediction, Comparative Analysis, Creativity
Dorans, Neil J. – ETS Research Report Series, 2018
A distinction is made between scores as measures of a construct and predictions of a criterion or outcome variable. The interpretation attached to predictions of criteria, such as job performance or college grade point average (GPA), differs from that attached to scores that are measures of a construct, such as reading proficiency or knowledge…
Descriptors: Job Performance, Scores, Data Interpretation, Statistical Distributions
Kate E. Walton – ACT, Inc., 2024
There is a tradeoff between scale length and psychometric concerns. The two are, in fact, directly linked. Generally, when scales are shortened, reliability is reduced, and when scales are lengthened, reliability is improved, provided the items added to the scale are comparable psychometrically (AERA et al., 2014). Scale reliability, in turn,…
Descriptors: Psychometrics, Error of Measurement, Rating Scales, Reliability
Nkhukhu-Orlando, Esther; Brown, Byron; Wilson, Debra Rose; Forcheh, Ntonghanwah; Linn, James G.; Fako, Thabo T. – International Journal of Educational Administration and Policy Studies, 2019
Affective commitment remains an essential factor in key outcomes such as work performance and productivity, and has been shown to have the strongest positive relation with positive work behaviours when compared with normative commitment and continuance commitment. Using a sample of 164 academic employees at the University of Botswana, this study…
Descriptors: College Faculty, Job Performance, Universities, Affective Behavior
Shafiq, Muhammad; Akram Rana, Rizwan – Eurasian Journal of Educational Research, 2016
Problem statement: Teaching not only involves the transmission of information/knowledge from teachers to students, but it is a job which involves multidimensional human interaction to achieve the desired goals of an educational organization. The education sector has become very diverse and demanding. Professional liabilities of teachers in…
Descriptors: Emotional Intelligence, Foreign Countries, College Faculty, Family Work Relationship
Barrett, Jamie D.; Vessey, William B.; Griffith, Jennifer A.; Mracek, Derek; Mumford, Michael D. – Creativity Research Journal, 2014
There is little doubt that career experiences contribute to scientific achievement; however this relationship has yet to be thoroughly investigated in terms the effects on scientific creativity. In this study, a historiometric approach was used to examine 3 areas of adult career experiences common to scientific achievement. In doing so, prior…
Descriptors: Science Achievement, Prediction, Predictor Variables, Correlation
Bing, Mark N.; Davison, H. Kristl; Minor, Inneka; Novicevic, Milorad M.; Frink, Dwight D. – Journal of Vocational Behavior, 2011
Political skill is a relatively newly articulated construct. Despite its novelty, it has been investigated in a variety of contexts, showing promise not only as a descriptor of several organizational phenomena, but also as a predictor of job performance. Given this status, it seems appropriate to review the empirical literature to this point for…
Descriptors: Personnel Selection, Job Performance, Prediction, Meta Analysis
Lievens, Filip; Sackett, Paul R. – Journal of Applied Psychology, 2012
This study provides conceptual and empirical arguments why an assessment of applicants' procedural knowledge about interpersonal behavior via a video-based situational judgment test might be valid for academic and postacademic success criteria. Four cohorts of medical students (N = 723) were followed from admission to employment. Procedural…
Descriptors: Video Technology, Medical Students, Validity, Job Performance
Culpepper, Steven Andrew – Psychometrika, 2012
The study of prediction bias is important and the last five decades include research studies that examined whether test scores differentially predict academic or employment performance. Previous studies used ordinary least squares (OLS) to assess whether groups differ in intercepts and slopes. This study shows that OLS yields inaccurate inferences…
Descriptors: Academic Achievement, Prediction, Measurement, Least Squares Statistics
Meurs, James A.; Gallagher, Vickie Coleman; Perrewe, Pamela L. – Journal of Vocational Behavior, 2010
The beneficial role of political skill in stress reactions and performance evaluations has been demonstrated in a substantial amount of empirical research. Most of the research, however, has focused on self-perceptions of political skill. This study examines the differential moderating effects of self- vs. other-rated political skill in the…
Descriptors: Employees, Job Satisfaction, Job Performance, Supervisors
Goldhaber, Dan; Hansen, Michael – National Center for Analysis of Longitudinal Data in Education Research, 2010
In recent months a number of states, such as Tennessee, have considered tying teacher evaluations and tenure to student achievement as part of their Race to the Top plans. This research brief evaluates how well early-career performance signals teacher effectiveness after tenure. The brief presents selected findings from a larger study using North…
Descriptors: Teacher Effectiveness, Tenure, Job Performance, Academic Achievement
Lievens, Filip; Patterson, Fiona – Journal of Applied Psychology, 2011
In high-stakes selection among candidates with considerable domain-specific knowledge and experience, investigations of whether high-fidelity simulations (assessment centers; ACs) have incremental validity over low-fidelity simulations (situational judgment tests; SJTs) are lacking. Therefore, this article integrates research on the validity of…
Descriptors: Investigations, Job Performance, Validity, Assessment Centers (Personnel)