propose a flexible three-step approach composed of (step 1) pre-selection, (step 2) factor extraction and (step 3) machine … learning regression. We find that both pre-selection and factor extraction significantly improve the accuracy of machine …

propose a flexible three-step approach composed of (step 1) pre-selection, (step 2) factor extraction and (step 3) machine … learning regression. We find that both pre-selection and factor extraction significantly improve the accuracy of machine …

suitability as a preselection tool for ACs in the context of a multistage selection. Data were collected from 276 applicants for … selection processes as a preselection tool. …

selection process. Therefore, we compared perceptions of AVIs with perceptions of other preselection tools (online cognitive … ability tests and online application documents). Compared to other preselection instruments, potential applicants do not have …