The Perceived Consequences of Prediction Errors
Collaborator: David A. Armor
In this line of research, I am examining people’s beliefs about the potential consequences of making inaccurate predictions about their own future. For example, my research has found that people generally think that overly optimistic predictions can have motivational advantages, but that these advantages give way to the risk of disappointment later on if one’s predictions can be compared to reality. Such concerns about the costs and benefits of “unrealistic” optimism and pessimism may influence people’s behavior, most notably by contributing to optimistic and pessimistic biases in their predictions. My data reveal that manipulating the cognitive accessibility of consequences favoring optimistic versus pessimistic errors can change the degree to which people commit common forecasting biases.
Strategic Forecasts and Regulatory Focus
Collaborators: Abigail Hazlett and Dan Molden
In a related vein of research, my collaborators and I are studying the relationship between regulatory focus and the perceived consequences of prediction errors. To date, we have found that promotion-focused individuals tend to show stronger preferences for making optimistic errors than do prevention-focused individuals (using the methods described above). Furthermore, promotion-focused individuals are less likely than prevention-focused individuals to shift their preferences toward making more pessimistic performance predictions after receiving potentially threatening feedback about a prior performance. Currently, several additional studies are underway to further investigate the relationship between regulatory focus and people’s strategic preferences for committing optimistic versus pessimistic errors when making personal predictions.
Imaginary Obstacles to Goal Attainment
In this line of research, I am interested in the relationship between people’s goals, expectations, motivation, and performance. When an individual has a performance goal (e.g., to give a successful presentation), a variety of expectations become relevant: For example, one might consider how difficult it will be to attain one’s goal, how much effort one will (or should) exert to overcome such difficulties, and how successful one will be in ultimately attaining the goal. In several studies, I am examining the hypothesis that people may become overly pessimistic about the difficulty of goal-attainment as a way to motivate themselves to exert greater self-control and engage in goal-consistent behavior (e.g., rehearsing for one’s presentation). However, in contrast to research on “defensive pessimism” (e.g., Norem & Cantor, 1986), people may overrate the difficulty of goal-attainment while still remaining optimistic about the final outcome, as long as they (perhaps also optimistically) believe that they will exert the extra effort necessary to overcome the extreme challenge that they think awaits them.
The Perceived Consequences of Erroneous Entrepreneurial (Non-)Entry
Collaborators: Oliver Sheldon
This project examines how perceptions about the consequences of error influence people’s decisions about whether to pursue and entrepreneurial or investment opportunity. There are two major types of error that (would-be) entrepreneurs can commit: “failed entry” (i.e., getting involved in a venture that ultimately fails) and “missed opportunity” (i.e., passing on a venture ultimately is—or would have been—successful). Our data suggest that nascent entrepreneurs may often be more concerned with one type of error than the other. In one study, the majority of participants (MBA students enrolled in an Entrepreneurism class) revealed a greater tolerance for committing errors of failed entry than errors of missed opportunity. Our theory predicts that these asymmetries should relate to people’s tendency to “over-” or “under-engage” in entrepreneurial opportunities (as suggested by success rates alone). Current investigations are underway to examine this relationship, and to demonstrate that manipulating the salience of consequences favoring failed entry vs. missed opportunity can influence potential entrepreneurs’ decisions about whether to engage in a new venture.