Izsó, Lajos and Berényi, Blanka and Takács, Szabolcs (2023) Illustrating real-life ATOM application case studies. APPLIED PSYCHOLOGY IN HUNGARY, 25 (3). pp. 95-116. ISSN 1586-7382
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Abstract
Background and Aims: Presenting real-life ATOM application field studies to illustrate how ATOM should be applied in the practice of workforce selection. Methods: After having defined applied metrics for assessing the categorization performance of ATOM, and – for simplicity, reliability and uniformity reasons – confining ourselves to binary job success scales. Five concrete real-life ATOM application field studies are presented basically in tabular form. Discussion: It can be stated that (1) ATOM is susceptible to data quality, therefore pertinent job success and predictor data are needed; (2) the sample sizes must always be at least about 100; (3) the free choice of cut-off points on the label probability scales, as necessary, is an effective method for finding the best solution.
| Item Type: | Article |
|---|---|
| Uncontrolled Keywords: | ATOM, recruitment, workforce selection, cut-off levels, categorization performance |
| Subjects: | B Philosophy. Psychology. Religion / filozófia, pszichológia, vallás > BF Psychology / lélektan > BF21 Applied psychology / alkalmazott pszichológia |
| SWORD Depositor: | MTMT SWORD |
| Depositing User: | MTMT SWORD |
| Date Deposited: | 01 Dec 2023 11:04 |
| Last Modified: | 01 Dec 2023 11:04 |
| URI: | http://real.mtak.hu/id/eprint/181422 |
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