Abstract Objective Little is known about the perceptions and attitudes of participants who volunteer in studies involving authorized deception. Thus, this cross-sectional pilot study measured, for the first time, the perceptions about participation in an authorized-deception placebo analgesia study in chronic pain patients with fibromyalgia and assessed whether their perceptions differed from healthy controls. Methods An anonymous survey with questions about trust in research and willingness to participate in future research involving deception was mailed to participants in both groups after completion of the parent study. Statistical analyses were performed using the Mann-Whitney U and chi-square tests (31 controls and 16 fibromyalgia patients were included in the analyses). Results The majority of participants expressed little or no concern about the deception, still trusted the scientific process, and found the debriefing procedure helpful and worthwhile. Group differences were found in willingness to 1) participate in the parent study had the deceptive element been disclosed in advance (controls = definitely, fibromyalgia patients = probably, U = 341.5, P = 0.01) and 2) participate in future studies (controls = definitely, fibromyalgia patients = probably, U = 373, P < 0.001). Conclusions Despite slightly less favorable responses of fibromyalgia patients and the relatively small size of the study, these findings suggest that attitudes and perceptions about participating in an authorized placebo study remain positive in both healthy and chronic pain populations.