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The Buy-In Effect: When Increasing Initial Effort Encourages Follow-Through

Holly Dykstra, Shibeal O' Flaherty and Ashley Whillans

No 21442, CEPR Discussion Papers from Centre for Economic Policy Research

Abstract: Behavioral interventions often focus on reducing friction to encourage behavior change. In contrast, we provide evidence that adding initial friction to a sign-up process can increase follow-through behavior. In a field experiment with a state department of transportation (N = 27,227), we test whether adding modest friction during sign-up for a carpool platform increases usage. While a more effortful sign-up process leads to 25% fewer sign-ups, overall usage increases. Importantly, these results were only partly explained by selection: using an intent-to-treat analysis, participants with a more effortful sign-up process took 1.6 times more carpool trips per week over four months, leading to more overall trips despite fewer users. In a second experiment with online task work, participants with more effortful sign-up were 37% more likely to return the next day and completed more work overall. These results suggest that adding friction may be an overlooked strategy when follow-through, rather than initial uptake, is the primary goal.

Keywords: intention-action gap; follow-through; effort costs; frictions; Field experiment; behavioral science; Transportation (search for similar items in EconPapers)
JEL-codes: C93 D91 R41 (search for similar items in EconPapers)
Date: 2026-05
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