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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
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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
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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
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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
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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
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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