This paper examines heterogeneity in the responsiveness to default options in a large state retirement plan, focusing on individuals’ decision-making approaches as well as their economic and demographic characteristics. Analyses of a survey of plan participants show that procrastination and the need for cognitive closure are important determinants of the likelihood of default. This paper also explores an important implication of defaulting—individuals who default are significantly more likely to subsequently express a desire to enroll in a different plan. The desire to change plans is also correlated with numerous economic and decision-making characteristics, including procrastination.

ABSTRACT Online labor markets allow rapid recruitment of large numbers of workers for very low pay. Although online workers are often used as research participants, there is little evidence that they are motivated to make costly choices to forgo wealth or leisure that are often central to addressing accounting research questions. Thus, we investigate the validity of using online workers as a proxy for non-experts when accounting research designs use more demanding tasks than these workers typically complete. Three experiments examine the costly choices of online workers relative to student research participants. We find that online workers are at least as willing as students to make costly choices, even at significantly lower wages. We also find that online workers are sensitive to performance-based wages, which are just as effective in inducing high effort as high fixed wages. We discuss implications of our results for conducting accounting research with online workers. Data Availability: Contact the authors.

ABSTRACT Managers may rely on emotional reactions to a setting to the detriment of economic considerations (“System 1 processing”), resulting in decisions that are costly for firms. While economic theory prescribes performance-based incentives to align goals and induce effort, psychology theory suggests that the salience of emotions is difficult to overcome without also inducing more deliberate consideration of both emotional and economic factors (“System 2 processing”). We link these perspectives by investigating whether performance-based incentives mitigate the costly influence of emotion by inducing more System 2 processing. Using functional magnetic resonance imaging and traditional experiments, we investigate managers' brain activity and choices under fixed wage and performance-based contracts. Under both, brain regions associated with System 1 processing are more active when emotion is present. Relative to fixed wage contracts, performance-based contracts induce System 2 processing in emotional contexts beyond that observed absent emotion, and decrease the proportion of economically costly choices. Data Availability: Contact the authors.