Which of the following is NOT a primary concern when integrating data from multiple rewards systems?

When integrating data from multiple rewards systems, the primary concerns typically focus on the accuracy and relevance of compensation data. Fabricated third-party websites and self-reported information are indeed areas of risk, but they are not typically classified as a primary concern regarding the integration process itself.

This is because fabricated third-party websites do not constitute an official or standardized source of compensation data that should be integrated into a rewards system. Instead, the integration process primarily involves aligning legitimate and credible sources of data.

On the other hand, shadow ranges, compensation survey data, and market pay rates are all critical components in ensuring that the data integrated provides a clear and accurate representation of the compensation landscape. Shadow ranges refer to unrecorded or unofficial pay scales, which can skew the analysis if not addressed. Compensation survey data is necessary for benchmarking against industry standards, and market pay rates are essential for maintaining competitiveness in compensation strategies. Thus, the focus during data integration typically centers around these legitimate sources rather than concerns related to inaccurate or fabricated data.