Which practices help ensure fairness across diverse employee groups in performance management?

• A. Nonstandard criteria and subjective judgments.
• B. Standardized criteria, bias-awareness training, calibration, objective evidence, inclusive processes, and compliance with equal opportunity laws.
• C. Relying solely on seniority.
• D. Calibration without any training.

Answer: (B)

When aiming for fairness across diverse employee groups in performance management, the key is to use standardized criteria and processes that minimize subjective judgments while building in checks for bias. Standardized criteria provide a consistent framework so everyone is evaluated against the same expectations, which reduces the influence of individual evaluator biases. Bias-awareness training helps evaluators recognize and interrupt their own prejudices before rating someone. Calibration brings different managers to a shared understanding of what constitutes similar performance, aligning ratings across the organization. Objective evidence—such as measurable results, documented examples of behavior, and performance records—grounds evaluations in verifiable data rather than impressions. Inclusive processes ensure that diverse perspectives are considered and that the system is accessible and fair to all employees. Compliance with equal opportunity laws adds a legal safeguard that supports non-discriminatory practices and reinforces fair treatment. Together, these elements create a performance-management approach that promotes equity and reduces unfair disparities among different groups.

Relying on nonstandard criteria and subjective judgments introduces bias and inconsistency. Relying solely on seniority can perpetuate inequities and overlook actual performance. Calibration without training may still yield biased or misaligned ratings because evaluators lack the skills to apply the standards correctly.