posted on 2025-08-01, 15:35authored byZ Rahwan, B Fasolo, OP Hauser
The use of deception in research is divisive along disciplinary lines. Whereas psychologists argue
that deception may be necessary to obtain unbiased measures, economists hold that deception
can generate suspicion of researchers, invalidating measures and ‘poisoning’ the participant pool
for others. However, experimental studies on the effects of deception, notably false-purpose
deception—the most common form of experimental deception—are scarce. Challenges with
participant attrition and avoiding confounds with a form of deception in which two related studies
are presented as unrelated likely explain this scarcity. Here, we avoid these issues, testing within
an experiment to what extent false-purpose deception affects honesty. We deploy two commonly
used incentivized measures of honesty and unethical behavior: coin-flip and die-roll tasks. Across
two pre-registered studies with over 2,000 crowdsourced participants, we found that falsepurpose deception did not affect honesty in either task, even when we deliberately provoked
suspicion of deception. Past experience of deception also had no bearing on honesty. However,
incentivized measures of norms indicated that many participants had reservations about
researcher use of false-purpose deception in general—often considered the least concerning
form of deception. Together, these findings suggest that while false-purpose deception is not
fundamentally problematic in the context of measuring honesty, it should only be used as a
method of last resort. Our results motivate further experimental research to study the causal
effects of other forms of deception, and other potential spillovers.
This is the final version. Available on open access from Nature Research via the DOI in this record
Data availability: Readers can access copies of the pre-registrations, survey files, data and R code at the Open
Science Forum site: https://osf.io/f6gmb/?view_only=2ad7305cce094ff4a349850dcbcc304e.
Further details on Methods can be found in Supplementary Information.