Effect of grouping of evidence types on learning about interactions between observed and unobserved causes

When a cause interacts with unobserved factors to produce an effect, the contingency between the observed cause and effect cannot be taken at face value to infer causality. Yet it would be computationally intractable to consider all possible unobserved, interacting factors. Nonetheless, 6 experiments found that people can learn about an unobserved cause participating in an interaction with an observed cause when the unobserved cause is stable over time. Participants observed periods in which a cause and effect were associated followed by periods of the opposite association ("grouped condition"). Rather than concluding a complete lack of causality, participants inferred that the observed cause does influence the effect (Experiment 1), and they gave higher causal strength estimates when there were longer periods during which the observed cause appeared to influence the effect (Experiment 2). Consistent with these results, when the trials were grouped, participants inferred that the observed cause interacted with an unobserved cause (Experiments 3 and 4). Indeed, participants could even make precise predictions about the pattern of interaction (Experiments 5 and 6). Implications for theories of causal reasoning are discussed.     

Motivated Reasoning in an Explore-Exploit Task

The current research investigates how prior preferences affect causal learning. Participants were tasked with repeatedly choosing policies (e.g., increase vs. decrease border security funding) in order to maximize the economic output of an imaginary country and inferred the influence of the policies on the economy. The task was challenging and ambiguous, allowing participants to interpret the relations between the policies and the economy in multiple ways. In three studies, we found evidence of motivated reasoning despite financial incentives for accuracy. For example, participants who believed that border security funding should be increased were more likely to conclude that increasing border security funding actually caused a better economy in the task. In Study 2, we hypothesized that having neutral preferences (e.g., preferring neither increased nor decreased spending on border security) would lead to more accurate assessments overall, compared to having a strong initial preference; however, we did not find evidence for such an effect. In Study 3, we tested whether providing participants with possible functional forms of the policies (e.g., the policy takes some time to work or initially has a negative influence but eventually a positive influence) would lead to a smaller influence of motivated reasoning but found little evidence for this effect. This research advances the field of causal learning by studying the role of prior preferences, and in doing so, integrates the fields of causal learning and motivated reasoning using a novel explore-exploit task.     

The Effects of Performance Extremities on Ratings of Dynamic Performance

The impact of performance extremities (peaks and troughs) on performance ratings was unexamined. Based on judgment and decision-making theories, we hypothesized that performance extremities would exert an incremental (beyond performance mean and trend) impact on ratings and that the impact of troughs would exceed that of peaks. We also hypothesized that extremities would exert a greater impact when performance trends were in the opposite direction and when performance information was presented in a graphical rather than tabular display format. We tested these hypotheses via a policy-capturing study in which participants rated employee performance profiles across which extremities, trends, and mean levels were manipulated. The results consistently indicated that performance troughs, but not performance peaks, influenced performance ratings in expected ways.     

Individual differences in the gesture effect on working memory

Co-speech gestures have been shown to interact with working memory (WM). However, no study has investigated whether there are individual differences in the effect of gestures on WM. Combining a novel gesture/no-gesture task and an operation span task, we examined the differences in WM accuracy between individuals who gestured and individuals who did not gesture in relation to their WM capacity. Our results showed individual differences in the gesture effect on WM. Specifically, only individuals with low WM capacity showed a reduced WM accuracy when they did not gesture. Individuals with low WM capacity who did gesture, as well as high-capacity individuals (irrespective of whether they gestured or not), did not show the effect. Our findings show that the interaction between co-speech gestures and WM is affected by an individual’s WM load.     

What matters in scientific explanations: effects of elaboration and content

Given the breadth and depth of available information, determining which components of an explanation are most important is a crucial process for simplifying learning. Three experiments tested whether people believe that components of an explanation with more elaboration are more important. In Experiment 1, participants read separate and unstructured components that comprised explanations of real-world scientific phenomena, rated the components on their importance for understanding the explanations, and drew graphs depicting which components elaborated on which other components. Participants gave higher importance scores for components that they judged to be elaborated upon by other components. Experiment 2 demonstrated that experimentally increasing the amount of elaboration of a component increased the perceived importance of the elaborated component. Furthermore, Experiment 3 demonstrated that elaboration increases the importance of the elaborated information by providing insight into understanding the elaborated information; information that was too technical to provide insight into the elaborated component did not increase the importance of the elaborated component. While learning an explanation, people piece together the structure of elaboration relationships between components and use the insight provided by elaboration to identify important components.     

“Patriarchy” in Czech Society1

1948 and 1989 were turning points in Czech society. In forty years under communism, men and women were equalized by the regime's totalitarianism and egalitarianism. I argue that these forces, as well as concomitant changes in the public and private spheres, dictate that women's situation should not be interpreted in terms of patriarchy. Women's issues and the problem of patriarchy, which under communism seemed irrelevant in Czech society, may now come to the fore because the postcommunist period requires women to undertake an essential rethinking of their identity.     

Using heart rate as a physical activity metric

Physical activity (PA) is critical for a healthy lifestyle. The current study assessed heart rate (HR) as a primary measure of moderate and vigorous PA with four typically developing children. First, individualized HR assessments were conducted to determine moderate and vigorous HR zones. Next, participants engaged in various exercises at a local YMCA facility (i.e., biking, elliptical, basketball, and exergame boxing) to determine how HR during these activities aligned with their individualized HR zones. During exercise bouts, HR was typically above moderate, but below vigorous HR zones for all participants. Additionally, exercises that restricted range of motion (i.e., biking and elliptical) engendered generally lower HR than exercises with greater range of motion. Vocal instructions to exercise at vigorous levels were effective at increasing HR to vigorous levels for one participant. The advantages of using HR as a metric of PA during assessment and intervention are discussed.     

Transmission: From Experience to Awareness: Jewish Children Hidden in France and Their Children

The purpose of this research was to attempt to understand how the experience of having been a Jewish child hidden in France during the Occupation was transmitted to offspring. This analysis is based on research carried out among former hidden Jewish children, and the therapeutic follow-up provided in the setting of our clinical activities. The psychopathology of the first generation plays a role in the transmission process. The transmission of their history is also a source of ambivalence. This study shows how important it is to consider the complexity of personal histories and the distortions attendant on the transmission of these histories.