Inferring task performance and confidence from displays of eye movements

Eye movements reveal what is at the center of people's attention, which is assumed to coincide with what they are thinking about. Eye-movement displays (visualizations of a person's fixations superimposed onto the stimulus, for example, as dots or circles) might provide useful information for diagnosing that person's performance. However, making inferences about a person's task performance based on eye-movement displays requires substantial interpretation. Using graph-comprehension tasks, we investigated to what extent observers (N = 46) could make accurate inferences about a performer's multiple-choice task performance (i.e., chosen answer), confidence, and competence from displays of that person's eye movements. Observers' accuracy when judging which answer the performer chose was above chance level and was higher for displays reflecting confident performance. Observers were also able to infer performers' confidence from the eye-movement displays; moreover, their own task performance and perceived similarity with the performer affected their judgments of the other's competence.     

Does Career Success Make You Happy? The Mediating Role of Multiple Subjective Success Evaluations

We hypothesize that career success assessed as objective career achievements (income and responsibility status) has an indirect positive association with life satisfaction that is channeled through multiple subjective success evaluations. These are based on (a) social comparisons (comparison with others, other-referent success evaluation) and (b) individual standards (satisfaction with career achievements, self-referent success evaluations). We tested our reasoning in a 2-year prospective study with N = 990 professionals. Controlling for gender, family status, and workload, the results of two mediation models that draw on all information from two measurement points supported our reasoning. We found indirect positive associations between career success and life satisfaction (H1) channeled through both other-referent (H2) and self-referent (H3) subjective success evaluation. In both mediation models, we found partial mediation, and the remaining direct path from career success to life satisfaction was negative. We conclude that career success has mixed effects on a person’s life satisfaction: The net effect of positive indirect and negative direct effects is positive, but not large. We discuss the significance of these findings for theorizing about the influence of the work domain on life satisfaction as well as for conceptual issues in the analysis of mediators and moderators of the career success life satisfaction association.     

What Am I Looking at? Interpreting Dynamic and Static Gaze Displays

Displays of eye movements may convey information about cognitive processes but require interpretation. We investigated whether participants were able to interpret displays of their own or others' eye movements. In Experiments 1 and 2, participants observed an image under three different viewing instructions. Then they were shown static or dynamic gaze displays and had to judge whether it was their own or someone else's eye movements and what instruction was reflected. Participants were capable of recognizing the instruction reflected in their own and someone else's gaze display. Instruction recognition was better for dynamic displays, and only this condition yielded above chance performance in recognizing the display as one's own or another person's (Experiments 1 and 2). Experiment 3 revealed that order information in the gaze displays facilitated instruction recognition when transitions between fixated regions distinguish one viewing instruction from another. Implications of these findings are discussed.     

The multidimensionality of calling: Conceptualization,measurement and a bicultural perspective

The experience of a calling may be seen as the ultimate form of subjective career success that has many positive consequences for individuals and organizations. We are here concerned with the conceptualization of a new multidimensional measure of calling, the MCM. In the first two studies we employed a qualitative approach and came up with five core categories of the experience of a calling. Three of them could be empirically distinguished in our later quantitative studies, i.e., Identification & Person-Environment-Fit (IP), Transcendent Guiding Force (TGF), and Sense and Meaning & Value-Driven-Behavior (SMVB). We tested the reliability and validity of the MCM in two different countries (Germany and USA). Our data show that whereas TGF is most closely related to a direct calling measure, IP is more strongly related to job satisfaction. Both IP and TGF seem to have a buffering function against burnout. SMVB is endorsed most in the USA, whereas IP is endorsed most in Germany. We conclude that a multidimensional conceptualization seems appropriate in studying the experience of a calling and its consequences.     

Children's use of semantic organizational strategies is mediated by working memory capacity

In adults, the ability to apply semantic grouping strategies has been found to depend on working memory. To investigate this relation in children, two sort-recall tasks (one without and one with a grouping instruction) were administered to 6–12-year-olds. The role of working memory was examined by means of mediation analyses and by assessing whether children who successfully used the semantic grouping strategy had higher working memory capacity than did children who did not show such strategy use. Only children aged 8–12 were able to successfully use semantic grouping strategies (and 8–9-year-olds only after instruction), while strategy use was absent in 6–7-year-olds. Both types of analysis involving working memory suggested that, also in children, working memory (and not short-term memory) mediates the development of successful use of the semantic grouping strategy during both encoding and retrieval.     

The relations of cognitive strategies with injury,motivation, and performance among marathon runners: Results from two studies

Abstract

Two studies, one retrospective and the other prospective, investigated the relation of cognitive strategies (association, dissociation) with injury, motivation, and performance variables among marathon runners. Association was found to predict injury in runners at 4 month follow-up. It appears that association is favored by runners who are more competitive, participate in numerous races, and are heavily invested in running. Contrary to early theorizing, findings demonstrated that dissociation was not related to injury but was related to motivation and performance variables suggesting that dissociating runners tend to run slower, be less competitive, and be less invested in running. It is proposed that motivational and physiological factors account for the use of cognitive strategies among marathon runners.     

Changes in Limb Stiffness Under Conditions of Mental Stress

In 2 experiments, the effects of mental stress on limb stiffness were investigated. The relative contribution to arm stiffness of individual muscle activity, co-contraction, muscle reflexes, and postural adjustments were examined. In each experiment, participants (N = 24, Experiment 1; N = 16, Experiment 2) held their supinated hand under a tray that they were required to return to horizontal after it had been suddenly released. Electromyographic activity in the biceps and triceps muscles was recorded, as were elbow and wrist angles and tray displacement. In Experiment 1, mental arithmetic stress was shown to lead to decreased tray displacement (i.e., increased resistance) compared with displacements under the control, unstressed condition, as well as to increased elbow flexion before tray release. In Experiment 2, the increased resistance to perturbation caused by mental stress was found to be independent of initial elbow angle, but to vary as a function of the amount of upward force exerted before tray release. The authors conclude that stress-induced increases in limb stiffness result from changes in the initial position of the elbow, specified by its angle, together with the initial force exerted by participants to counteract the mechanical perturbations.     

Self‐reported attitude scales: current practice in adequate assessment of reliability,validity, and dimensionality

The development of methods to create self‐reported attitude scales has lost momentum, in part because of increased research focused on implicit measures. This paper reviews 162 papers on methodological approaches applied to the validation and assessment of attitude scales. Assessment of methodological approaches applied indicates that neither reliability, validity, nor dimensionality assessments are consistently used according to standard operating procedures or in accordance with best practice. Within current practices in the field of attitude scale development, the full potential of self‐report scales is not met, in part because of such methodological issues. The improvement of existing practices and adoption of promising new developments in attitude scale construction and evaluation are discussed, together with recommendations for best practice in scale validation.