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Bias in background checks can lead to unfair hiring practices, legal risks, and missed opportunities for employers to build diverse and qualified teams. This white paper explores common sources of bias in the background screening process and provides actionable steps for organizations to ensure fair, consistent, and compliant hiring decisions. From the misuse of criminal history and arrest records to inconsistent policy application and failure to conduct individualized assessments, this guide highlights key pitfalls that can introduce bias. It also underscores the importance of aligning hiring policies with business necessity, adhering to EEOC guidelines, and following proper adverse action procedures. By implementing best practices and maintaining a fair, transparent screening process, organizations can reduce bias, enhance compliance, and create a more equitable hiring experience for all candidates.