Methods and systems determining customer satisfaction in a work environment via prescriptive analytics. Self-reported data related to the perception of an agent with respect to customer satisfaction in a work environment (e.g., a call center) can be collected via an interface (e.g., an agent dashboard) that allows the agent to enter the self-reported data regarding the customer satisfaction. The self-reported data can then be correlated with an actual customer satisfaction score associated with the agent to derive data indicative of an interaction between the agent and a customer(s). Feedback data can then be provided via the interface indicating a correctness of the self-reported data based on correlating the self-reported data with the actual customer satisfaction score.