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STS560 James Houran et al.
            a  company  culture  (see  Fig  1  below).  Arguably,  the  only  demonstrably
            objective part of this triangulated process is the use of psychometric testing
            or standardized assessment. Despite their popularity, many such tools have
            been  criticized  on  theoretical,  empirical,  or  legal  grounds.  An  obvious  and
            pervasive  confound  is  that  outcomes  on  many  traditional  psychometric
            assessments can be intentionally and positively skewed by respondents via
            cheating  or  impression  management.  Moreover,  many  tools  have
            questionable  internal  validity,  legal-defensibility,  and  practical  value  given
            their  construction  and  validation  with  Classical  Test  Theory  as  opposed  to
            Modern Test Theory (Lange, 2017; Lange & Houran, 2015). Accordingly, new
            assessments  must  be  developed  that  transcend  raw-scores  based  on  test
            content so that job-seekers cannot easily “game” the test.

              Figure 1: Best-Practice Triangulated Process of Candidate Due Diligence in Screening and
                                              Selection.


                                           Psychometric
                                            Assessment








                                                          Structured
                                 Reference               Behavioural
                                 Checking
                                                         Interviewing


                Decades  of  research  have  demonstrated  that  employment  interviews
            alone have limited validity in predicting job performance (Hunter & Hunter,
            1984). However, researchers have noted the strong tendency for interviewers
            to  make  decisions  based  on  superficial  observations.  For  example,  one
            simulation found interviewers rated applicants more highly if they showed
            greater amounts of eye contact, head movement and smiling, as well as other
            non-verbal behaviour. Such physical clues accounted for eighty percent of the
            variance in candidate ratings (Tessler & Sushelsky, 1978). More recent analyses
            suggest that the effectiveness for both structured and unstructured interviews
            may be better than is traditionally assumed (Huffcut & Arthur, 1994). Also,
            most  applicants  believe  the  interview  is  an  essential  component  of  the
            selection process (Rynes & Gerhart, 1990), perhaps many organizations use at
            least  one  interview  in  their  selection  process  (Howell  &  Dipboye,  1982).
            Research suggests that candidates view the employment interview as the most
            suitable  measure  of  their  relevant  abilities  (Schuler,  1993).  Smither  and
            colleagues (1993) also found that applicants perceived interviews as more job

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