BACKGROUND
Smartphone-based mental health interventions provide new ways to treat mental disorders. There is certain evidence on the efficacy of such interventions. Placebo effects represent a substantial element of the mechanisms of action of face-to-face mental health interventions.
OBJECTIVE
We manipulated efficacy expectancies and investigated whether time trajectories of efficacy expectancies differed between conditions across a smartphone-based digital placebo mental health intervention.
METHODS
We conducted a randomized, controlled, single-blinded superiority trial with a multi-arm parallel design. Participants underwent a smartphone-based digital placebo mental health intervention for 20 consecutive days. We induced prospective efficacy expectancies by manipulating initial instructions on the purpose of the intervention and retrospective efficacy expectancies by manipulating feedback on the success of the intervention at days 1, 4, 7, 10, and 13. 132 healthy participants were randomized to four conditions: prospective expectancy only (n=33), retrospective expectancy only (n=33), combined expectancy (n=34), or control (n=32). Changes in efficacy expectancies were assessed with the Credibility Expectancy Questionnaire, at the introductory session and on intervention days 1, 7, 14, and 20. We performed our analyses for the intention-to-treat sample using a random effects model, with intervention day as time variable and condition as two factors: prospective expectancy (yes vs. no), and retrospective expectancy (yes vs.no), allowed to vary over participant and intervention day.
RESULTS
Credibility (b = -1.63, 95%confidence interval (CI) [-2.37, -0.89], P < 0.001) and expectancy (b = -0.77, 95%CI [-1.49, -0.05], P = 0.04) decreased across intervention days. For credibility and expectancy, we found significant three-way interactions intervention day*prospective expectancy*retrospective expectancy (b = 2.05, 95%CI [0.60, 3.50], P < 0.01 resp. b = 1.55, 95%CI [0.14, 2.95] P = 0.03). Efficacy expectancies decreased least in the combined expectancy and in the control condition, most in the prospective expectancy only and the retrospective expectancy only condition.
CONCLUSIONS
This is the first study investigating the induction of efficacy expectancies across a placebo smartphone-based mental health intervention. Efficacy expectancies decreased throughout intervention days and differed between conditions. Our findings may pave the way for diminishing and exploiting digital placebo effects and help to improve treatment efficacy of digital mental health interventions.
CLINICALTRIAL
ClinicalTrials.gov Identifier: NCT02365220. Registered February 18, 2015.