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While the structured self-assessment are designed to help ensure accurate data capture, there may be cases where self-assessed profiles may require a level of validation to improve data accuracy. It Where it may not be practical or cost effective to have everyone's profile validated, these analytics can help pinpoint those profiles that have an anomaly which may require investigation.

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The out-Liers are based on a the analysis of everyone's Self-Assessed profile using a set of algorithms that look for anomalies that indicate a persons profile may require to be at least reviewed. e.g. Excessively high skills counts may indicate exaggeration or there may be a high valiance between their Generic Levels Of Responsibilty (LOR) and ther the skills that have been chosen.

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