Blocked Presentation Leads Participants to Overutilize Domain Familiarity as a Cue for Judgments of Learning (JOLs).

The accuracy of judgments of learning (JOLs) is vital for efficient self-regulated learning. We examined a situation in which participants overutilize their prior knowledge of a topic ("domain familiarity") as a basis for JOLs, resulting in substantial overconfidence in topics they know the most about. College students rank ordered their knowledge across ten different domains and studied, judged, and then completed a test on facts from those domains. Recall and JOLs were linearly related to self-rated knowledge, as was overconfidence: participants were most overconfident for topics they knew more about, indicating the overutilization of domain familiarity as a cue for JOLs. We examined aspects of the task that might contribute to this pattern, including the order of the task phases and whether participants studied the facts blocked by topic. Although participants used domain familiarity as a cue for JOLs regardless of task design, we found that studying facts from multiple topics blocked by topic led them to overutilize this cue. In contrast, whether participants completed the rank ordering before studying the facts or received a warning about this tendency did not alter the pattern. The relative accuracy of participants' JOLs, however, was not related to domain familiarity under any conditions.

Thinking you can catch mental illness: how beliefs about membership attainment and category structure influence interactions with mental health category members.

We explored beliefs about mental disorder categories that influence potential interactions with category members. Specifically, we investigated beliefs related to how membership in a mental disorder category is obtained (communicability and causal origin) as well as beliefs related to the underlying reality of disorder categories (essentialism and controllability). In Experiment 1, participants' interaction-willingness decisions were predicted by their beliefs that a mental disorder category was (1) communicable, (2) psychologically caused, (3) environmentally caused, and (4) possessed all-or-none membership. With fictitious mental disorders, people were less willing to interact with people described as having a communicable mental disorder than with those described as possessing any of the other factors of interest, highlighting the independent influence of these contagion beliefs (Experiment 2). We further explored beliefs about the communicability of mental disorders in Experiment 3 by asking participants to generate descriptions of how mental disorders are transferred between people. Our findings suggest the importance of understanding contagion beliefs in discovering why people distance themselves from people diagnosed with mental disorders. More generally, our findings help in understanding how our basic category knowledge is used to guide interactions with category members, illustrating how knowledge is translated into action.

Domain familiarity as a cue for judgments of learning.

Students differ in how much they already know about topics within and across their courses. Few studies, however, have examined the relationship between participants' levels of knowledge across topics (i.e., their "domain familiarity") and their learning of information from those topics, their study choices related to those topics, and their subjective self-assessments of their learning about the topics. As such, in two studies we had participants (Study 1, college students; Study 2, Mturk workers) rank their domain familiarity for several to-be-studied domains (e.g., chemistry, history), rate their efficacy and interest in those domains, study and make judgments of learning (JOLs) for facts from each domain, and finally complete a short-answer test over those facts. Participants' efficacy and interest ratings for the topics were linearly related to their topic rankings, as were their recall of and JOLs for facts from those domains. Although the JOLs were consistently overconfident, they were more overconfident for better-known than for lesser-known topics. Participants' study times were not related to their topic rankings (Studies 1 and 2), but participants did use domain familiarity to strategically decide which domains to restudy before the test (Study 2). Participants typically chose to restudy their least-familiar topics, but chose to restudy their best-known topic under extremely limited restudy conditions. As a whole, the results suggest that participants effectively use their domain familiarity as a basis for their JOLs and restudy choices, but to some extent overuse this factor to assess their learning, and underuse it to guide initial study.