VincentYu comments on [LINK] Meditation Can Debias The Mind - Less Wrong Discussion
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Paper that the link is reporting on: Hafenbrack, Kinias, and Barsade (2013)
Abstract:
Unfortunately, I think they botched the decision tasks from Arkes and Blumer (1985) in studies 2a and 2b. In each study, prior to the decision task, participants in the experimental group listened to a mindfulness-meditation recording whereas those in the control group listened to a neutral recording.
In study 2a:
In study 2b:
I was initially confused over why the authors think that these studies isolate the sunk-cost bias, as we can easily come up with alternative explanations for preferring one decision over the other (e.g., in 2a: high diminishing returns from additional printing presses and nonlinearity of the utility of savings; in 2b: whether it is worthwhile to invest the $1 million depends on future demand and supply, and withdrawing from R&D at this point may incur large losses in reputation and morale). Since there are alternative explanations, it is plausible that mindfulness-meditation may be moderating some other cognitive or emotional mechanism (independent of the sunk-cost bias) that changes the participants' propensity to choose one decision over the other. My confusion was resolved after I consulted the reference to Arkes and Blumer. It turns out that Hafenbrack et al. had (unknowingly?) neglected to include the design in Arkes and Blumer's studies that isolates the sunk-cost bias. In particular, Arkes and Blumer performed two versions of each experiment with the sunk cost being manipulated.
In fact, Arkes and Blumer explicitly noted this, so Hafenbrack et al. should have known (emphasis mine):
Hafenbrack et al. should have used a full 2x2 design manipulating the sunk cost in the decision and the presence of mindfulness-meditation induction. In addition, I think it would be more appropriate to use experiments from Arkes and Blumer that have more ecological validity for Hafenbrack et al.'s participants, who were recruited from Mechanical Turk—it is unlikely that these participants had made high-level corporate decisions in the past.
For reference, how Arkes and Blumer isolated the sunk-cost effect is also how you construct the Allais paradox—you cannot determine how the participants messed up because you don't know their utility functions, but you can determine that they messed up if they have consistent utility functions.
(Despite my criticisms of studies 2a and 2b, I think the paper is well written and the models and bootstrap tests in study 3 are nice touches.)