Which practice best ensures fairness and accountability in performance management outcomes?

• A. Calibrating ratings and improving fairness
• B. Increasing reliance on gut feelings
• C. Reducing transparency
• D. Isolating calibration to a single team

Answer: (A)

Calibrating ratings and improving fairness ensures that performance decisions are based on shared standards rather than individual impressions. By bringing managers together to align on what each rating means, organizations reduce inconsistent judgments and bias, so similar performance is rewarded in the same way across teams. This process creates a clear, documented rationale for outcomes, which makes decisions defensible and easier to audit. When ratings are calibrated, accountability increases because there are explicit criteria and traceable reasoning that HR and leadership can review or challenge if needed. In contrast, relying on gut feelings invites personal bias and inconsistency; reducing transparency hides how decisions are made and weakens trust and accountability; isolating calibration to a single team prevents uniform application of standards across the organization.