A program result without a comparison

A fictional agency offers a support program to volunteers from a community. Participants report improved confidence at the end, and attendance records show that the planned activities occurred. During the same period, another organization introduced a related local service and several participants obtained new work. The original survey questions were also reworded before the final survey. A manager wants to attribute every improvement to the program and use that claim as the sole basis for expanding it. The evaluator has access to participant feedback, implementation records and the dates of other changes, but no randomized comparison. Students must distinguish delivery, observed outcomes and causal attribution, then propose a more credible evaluation. The case does not assume that the program failed or that only one research design can ever provide useful evidence.