Which description best captures how the Evaluation can be manipulated by managers?

• A. The evaluation is fully automated with no human input
• B. The evaluation system is strictly controlled to prevent manipulation
• C. Managers can influence many aspects of the appraisal process, making manipulation possible
• D. The system ensures complete transparency and cannot be manipulated

Answer: (C)

In performance evaluations, manipulation is most likely when managers have influence over many steps of the appraisal process. If a manager can affect goal setting, the criteria used, the ratings given, the feedback recorded, and the timing of the appraisal, there are multiple points where bias or favor can steer the outcome. That combination creates real opportunities to influence results—sometimes consciously, sometimes unconsciously.

The best description acknowledges this reality: managers can influence numerous aspects of the appraisal process, making manipulation possible.

The other options describe ideal scenarios that aim to prevent manipulation—fully automated systems, strict controls, or complete transparency that supposedly cannot be manipulated—but in practice these are not how manipulation is characterized. They imply a level of immunity that isn’t realistic in real-world performance management.