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Mental activities performed on the job and the knowledge, skill, ability and other characteristics (KSAOs) are not all directly observable.
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Job analysis has been used frequently for various occupations. However it may ignore the changing context and situations within which a job incumbent works. This applies in particular to management positions.
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Bias may occur in the process of data collection.
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In large organizations, it is found that traditional definitions of managerial roles do not hold true.
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As jobs increasingly change, less value may be attributed to the need to gather job analysis data. (Karen, 2000)
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Those carrying out job analysis do not always possess the appropriate skills and have not always undergone the necessary training to do the job properly.