Modelling human problem solving with data from an online game

Since the beginning of cognitive science, researchers have tried to understand human strategies in order to develop efficient and adequate computational methods. In the domain of problem solving, the travelling salesperson problem has been used for the investigation and modelling of human solutions. We propose to extend this effort with an online game, in which instances of the travelling salesperson problem have to be solved in the context of a game experience. We report on our effort to design and run such a game, present the data contained in the resulting openly available data set and provide an outlook on the use of games in general for cognitive science research. In addition, we present three geometrical models mapping the starting point preferences in the problems presented in the game as the result of an evaluation of the data set.     

Hypnotic suggestibility,cognitive inhibition,and dissociation

We examined two potential correlates of hypnotic suggestibility: dissociation and cognitive inhibition. Dissociation is the foundation of two of the major theories of hypnosis and other theories commonly postulate that hypnotic responding is a result of attentional abilities (including inhibition). Participants were administered the Waterloo-Stanford Group Scale of Hypnotic Susceptibility, Form C. Under the guise of an unrelated study, 180 of these participants also completed: a version of the Dissociative Experiences Scale that is normally distributed in non-clinical populations; a latent inhibition task, a spatial negative priming task, and a memory task designed to measure negative priming. The data ruled out even moderate correlations between hypnotic suggestibility and all the measures of dissociation and cognitive inhibition overall, though they also indicated gender differences. The results are a challenge for existing theories of hypnosis.     

Hypnotic induction decreases anterior default mode activity

The ‘default mode’ network refers to cortical areas that are active in the absence of goal-directed activity. In previous studies, decreased activity in the ‘default mode’ has always been associated with increased activation in task-relevant areas. We show that the induction of hypnosis can reduce anterior default mode activity during rest without increasing activity in other cortical regions. We assessed brain activation patterns of high and low suggestible people while resting in the fMRI scanner and while engaged in visual tasks, in and out of hypnosis. High suggestible participants in hypnosis showed decreased brain activity in the anterior parts of the default mode circuit. In low suggestible people, hypnotic induction produced no detectable changes in these regions, but instead deactivated areas involved in alertness. The findings indicate that hypnotic induction creates a distinctive and unique pattern of brain activation in highly suggestible subjects.     

Stimulus-dependent modulation of perceptual and motor learning in a serial reaction time task

In two experiments, we investigated the impact of spatial attributes on the representation acquired during a serial reaction time task. Two sequences were used, in which structural regularities occurred either in the horizontal or in the vertical locations of successive stimuli. After training with the dominant hand, participants were required to respond with the non-dominant hand to either the original sequence or to a mirror-ordered version of the original sequence that required finger movements homologous to those used during training. We observed that a difference in reaction times between the two transfer conditions was smaller in the vertical sequence than in the horizontal sequence. This pattern of results was independent of whether three fingers (Experiment 1) were used or only one finger (Experiment 2) was used for responding. This result suggests that perceptual and motor learning mechanisms may be weighted differently depending on the context in which the stimulus is presented.     

A bath-mitzvah feast

We are in a red room in a restaurant which has as its decor the Middle Ages. We are seated at a U-shaped table, and we are here to help a young girl celebrate her passage into womanhood. This is no religious ceremony, but a simple spiritual event. No priest, no rabbi is present, only women. All of us are anxious, anticipating what is to come. The girl's mother says a few words about a vision she had had of an inhibition. In it, she said, she saw a group of women seated in a circle around a fire. The drums urged the participants to dance. Amid the stamping of feet around the fire, a young girl comes into the circle and is welcomed by the older women of the tribe. Thus the girl becomes a woman in the community.

Then the young daughter stands up and begins to speak shyly of her nature spirit. She tells us of how she has sought for evidence of God in churches and thus far has only found some contact with Him in nature, alone in a field or on a hilltop.

After that the mother invited the guests to share in helping her daughter “become a woman in the tribe.” Here is how two of the women shared the event.—G.F.     

Hitting ability and perception of object’s size: evidence for a negative relation

We examined the relation between motor performance and perception of object’s size in near space. The general task was to repeatedly hit a target by means of pointing movements and to estimate target’s size. In contrast to the results of previous studies, Experiment 1 and Experiment 2 revealed a negative relation between action ability and perceived target size: Participants who hit the target relatively often and whose motor variability was relatively low judged targets to be smaller than did participants whose motor performance was relatively poor. In Experiment 3, the size judgments were made in the presence of the target before, as well as after, pointing movements. The target was judged as smaller when it was easy, rather than difficult, to hit before as well as after the movement. Altogether, these results indicate that under certain conditions, an increased action ability reduces the apparent size of the actions’ target objects.     

Toward an Integration of Interpersonal Risk Models of Depression and Cognitive‐Behaviour Therapy

Empirical research has increasingly focused on interpersonal variables associated with the development and maintenance of depression. This article outlines some key interpersonal risk factors for depression, including anxious attachment, sociotropy, excessive reassurance seeking, interpersonal stress generation, reduced social support, social skills deficits, and social avoidance. Recommendations are made for how cognitive‐behavioural therapy may be adapted to address such factors. Specifically, suggestions are offered for how cognitive and behavioural interventions, such as cognitive restructuring, behavioural activation, behavioural experiments, and skills training, may be used with depressed clients to promote positive relationships and reduce maladaptive interpersonal behaviours.     

Effectively Analyzing Change over Time in Laboratory Research on Stress and Health: A Multilevel Modeling Approach

Stress and health researchers often utilize standardized laboratory stress tasks to evaluate the physical and psychological consequences of challenging experiences. These laboratory sessions usually include multiple measurements of physical and psychological responses collected over time. Multilevel modeling allows researchers to make use of all available data points to model the trajectory of change over time, and within distinct task periods such as baseline, stressor, and recovery. To effectively predict future health outcomes it is important to examine both stress‐related reactivity and recovery. In this paper, we review the analytic approaches used in recent laboratory stress research and note that many recent articles have aggregated multiple responses, used difference scores, or conducted repeated measures analysis of variance (ANOVA). Relatively few studies used a multilevel modeling approach. We highlight the advantages of a multilevel modeling approach and provide an example for using this approach as an alternative to repeated measures ANOVA and difference scores.