Objective measures are alluring owing to the apparent robustness of data generated. However, there are numerous validity, reliability, cost, and logistics issues that can affect a study involving objective instruments. Using an ongoing study on patient chair design, this article highlights some of the important issues that an investigator must address, including repeatability, sensitivity and specificity, generalizability, integration, installation, budget, outcome, and time.