Tratamentul prin analizã de regresie a variabilelor de control în studiile non-experimentale
Keywords:
regression analysis, control variablesAbstract
This short presentation focuses on the procedure for statistical treatment of control variables in nonexperimental
studies, through multiple regression analysis. Indications are illustrated in a step-by-step manner, based
on an actual study. Some recommendations are made, based on research literature, regarding the optimal deployment
of this technique for the statistical control of variables
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References
Becker, T. E. (2005). Potential problems in the statistical
control of variables in organizational research:
A qualitative analysis with recommendations.
Organizational Research Methods, 8, 274-289.
Bono, J. E., & Judge, T. A. (2003). Core self-evaluations:
A review of the trait and its role in job satisfaction
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Personality, 17, S5-S18.
Breaugh, J. A. (2008). Important considerations in using
statistical procedures to control for nuisance variables
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Spector, P. A., & Brannick, M. T. (2011, in press).
Methodological urban legends: The misuse of statistical
control variables. Organizational Research
Methods.
control of variables in organizational research:
A qualitative analysis with recommendations.
Organizational Research Methods, 8, 274-289.
Bono, J. E., & Judge, T. A. (2003). Core self-evaluations:
A review of the trait and its role in job satisfaction
and job performance. European Journal of
Personality, 17, S5-S18.
Breaugh, J. A. (2008). Important considerations in using
statistical procedures to control for nuisance variables
in non-experimental studies. Human
Resource Management. Review, 18, 282-293.
Cammann, C., Fichman, M, Jenkins, D., & Klesh, J.
(1979). The Michigan Organizational Assessment
Questionnaire. Unpublished manuscript, University
of Michigan, Ann Arbor.
Fox, S., & Spector, P. E. (1999). A model of work frustration—
aggression. Journal of Organizational
Behavior, 20, 915–931.
Ispas, D., & Ilie, A. (2008, April). Negative emotions,
core self-evaluations and counterproductive work
behaviors. Poster presented at the Annual Meeting
of the Society for Industrial and Organizational
Psychology.
Judge, T. A., Erez, A., Bono, J. E., & Thoresen, C. J.
(2003). The Core Self-Evaluations Scale (CSES):
Development of a measure. Personnel Psychology,
56, 303-331.
Spector, P. A., & Brannick, M. T. (2011, in press).
Methodological urban legends: The misuse of statistical
control variables. Organizational Research
Methods.
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Published
2020-01-24
How to Cite
Ispas, D. (2020). Tratamentul prin analizã de regresie a variabilelor de control în studiile non-experimentale. Psihologia Resurselor Umane, 9(2), 107–110. Retrieved from https://www.hrp-journal.com/index.php/pru/article/view/378
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Methodology
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