亚洲情色

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April 15, 2026

Why performance ratings aren鈥檛 always accurate and how they can be fixed

亚洲情色 School of Management Associate Professor Tiffany Keller Hansbrough's grant-funded research team aims to improve leadership feedback

When it comes to performance ratings, the stakes can be high.

Their outcomes can affect promotions, help organizations identify which employees are best suited for training programs, and even gauge a teacher鈥檚 effectiveness in the classroom. There鈥檚 just one problem: people often rely on generalized impressions or vague memories when completing these questionnaires, which can lead to inaccurate responses. And yet, organizations often rely heavily on this type of feedback.

So, is there a way to make these ratings more reliable? 亚洲情色 School of Management Associate Professor Tiffany Keller Hansbrough is leading a research team determined to find out, through a series of five studies made possible by a $1 million grant from the U.S. Army Research Institute for the Behavioral and Social Sciences.

Their goal: reduce the gap between what we believe ratings capture and the quality of information they actually provide.

鈥淲hen the person filling out the ratings doesn鈥檛 think the ratings are particularly important, and considering our default way of thinking isn鈥檛 always as careful as we鈥檇 like it to be, you get a 鈥榩erfect storm鈥 for inaccurate performance ratings,鈥 Hansbrough said. 鈥淥ur default way of thinking relies on a gap-filling process, but how do we nudge people into a more careful way of thinking? That鈥檚 not something we鈥檙e likely to do automatically in these situations, so it鈥檚 a tough problem to crack.鈥

Hansbrough is conducting the grant-funded research alongside Paul Hanges, professor of industrial/organizational psychology at the University of Maryland.

The researchers began by looking at the words used in the evaluation questions and statements, which can sometimes prompt people to endorse behaviors that didn鈥檛 actually occur. For example, a question might ask an employee to rate, 鈥淢y manager wants to know about my career plans.鈥

The employee might not have an exact memory of the manager sitting down and asking, 鈥淲hat鈥檚 your five-year plan?鈥 But because they like their manager, the employee might be inclined to agree with this statement if it seems like something the manager might have done. The opposite can also be true, Hansbrough added, especially if the employee has a negative relationship with that manager.

Questions can also be strategically designed to nudge people to think more carefully about how to respond, Hansbrough said.

Specific questions force the brain to stop and retrieve a particular 鈥渧ideo clip鈥 of memory. Instead of relying on a general feeling, raters would access this 鈥渆pisodic鈥 memory, recalling specific instances of behavior.

鈥淚ncorporates market trends into project planning鈥 is an example of something more concrete that would move people to episodic memory and reduce gap-filling, Hansbrough said.

Questions like those about specific behaviors also provide leaders with feedback about what they should start doing or stop doing. In contrast, Hansbrough said, vague questions about 鈥渓eadership presence鈥 offer no clues about how leaders can improve.

When high-performers receive vague feedback about their work, Hansbrough and fellow researchers argue, they become frustrated because they do not see a path to advancement. However, specific details about behaviors provide a clearer path forward.

Hansbrough and her fellow researchers are in the midst of data collection for several studies to test their theory.

鈥淧erformance evaluations are super important, and they play out in many different sectors,鈥 Hansbrough said. 鈥淕iving people developmental feedback so they can improve is a great idea, but it hinges on the assumption that the data from those performance evaluations is valid and accurate, and this type of feedback hasn鈥檛 always lived up to its promise. It鈥檚 like a stack of blocks; if it鈥檚 not done right, everything collapses.鈥

Posted in: Business, SOM