Driver performance effects of simultaneous visual and cognitive distraction and adaptation behavior

Driver distraction has become a major concern for transportation safety due to increasing use of infotainment systems in vehicles. To reduce safety risks, it is crucial to understand how fundamental aspects of distracting activities affect driver behavior at different levels of vehicle control. This study used a simulator-based experiment to assess the effects of visual, cognitive and simultaneous distraction on operational (braking, accelerating) and tactical (maneuvering) control of vehicles. Twenty drivers participated in the study and drove in lead-car following or passing scenarios under four distraction conditions: without distraction, with visual distraction, with cognitive distraction, and with simultaneous distraction. Results revealed higher perceived workload for passing than following. Simultaneous distraction was most demanding and also resulted in the greatest steering errors among distraction conditions during both driving tasks. During passing, drivers also appeared to slow down their responses to secondary distraction tasks as workload increased. Visual distraction was associated with more off-road glances (to an in-vehicle device) and resulted in high workload. Longer headway times were also observed under visual distraction, suggesting driver adaptation to the workload. Similarly, cognitive distraction also increased driver workload but this demand did not translate into steering errors as high as for visual distraction. In general, findings indicate that tactical control of a vehicle demands more workload than operational control. Visual and cognitive distractions both increase driver workload, but they influence vehicle control and gaze behavior in different ways.     

Investigating the Effects of Repeated Miranda Warnings: Do They Perform a Curative Function on Common Miranda Misconceptions?

In Miranda v. Arizona (1966), the Supreme Court of the United States required that custodial suspects be apprised of their Constitutional rights against self‐incrimination. The Court could not have anticipated the rampant popularization of Miranda warnings in subsequent movies and television dramas. Influenced by public media, many arrestees assume that they already “know” their rights, with no awareness of their misconceptions. The current investigation examines whether repeated exposures to Miranda warnings performs any “curative” function (i.e., dispelling common Miranda misconceptions held by pretrial defendants). The accumulative effects of five different Miranda warnings were tested over a several‐hour period on 260 detainees. For the nearly half (113 or 43.5%) with three or more misconceptions, improvement (i.e., ≥2 fewer misconceptions) occurred for only 35 defendants. Predictably, this improved group also tended to display a better understanding of Miranda‐relevant vocabulary words and a better recall of the administered Miranda warnings than their unimproved counterparts. On average, the improved group also performed better on general measures of intelligence, and listening and reading comprehension, while still evidencing substantial cognitive deficits. The curative function of Miranda advisements is considered in light of these findings. Copyright © 2013 John Wiley & Sons, Ltd.     

Inattention,working memory,and academic achievement in adolescents referred for attention deficit/hyperactivity disorder (ADHD)

This study investigated the role of inattention and working memory in predicting academic achievement in 145 adolescents aged 13 to 18 referred for attention deficit/hyperactivity disorder (ADHD). Path analysis was used to examine whether auditory-verbal and visual-spatial working memory would mediate the relationships between classroom inattention symptoms and achievement outcomes. Results provide support for the mediational model. Behavioral inattention significantly predicted both auditory-verbal and visual-spatial working memory performance. Auditory-verbal working memory was strongly associated with adolescents' achievement in reading and mathematics, while visual-spatial working memory was only associated with achievement in mathematics. The path from inattention symptoms to reading was partially mediated by the working memory variables, but the path from inattention to mathematics was not mediated by working memory. The proposed model demonstrated a good fit to the data and explained a substantial amount of variance in the adolescents' achievement outcomes. These findings imply that working memory is a risk factor for academic failure for adolescents with attentional problems.     

Validity Concerns in the Measurement of Women’s and Men’s Report of Intimate Partner Violence

The measurement of intimate partner violence (IPV) has proven to be more complex than originally anticipated and content and construct validity need to be greatly improved for IPV assessment. For measurement of IPV in the United States, these validity issues range from providing the most accurate wording for the content domain to controversies as to when violent actions are counted (e.g., self-defense) or whether to include mild aggression (e.g., psychological conflict tactics) that may be more normative and not harmful. The three major forms of IPV (i.e., physical, sexual, and psychological abuse) have distinct validity issues and may require different modalities for assessment. Gender needs to be considered when establishing construct validity due to differences in the meaning of aggression, impacts of abuse, and even patterns of violence for women and men. External threats to validity include potential bias of self-report and motivations when reporting on a partner, discrepancies in couples’ reports, the influence of response styles, and design issues affecting reporting. Traditional methods used to establish validity for IPV scales are reviewed and critiqued. Recommendations for enhancing validity in IPV assessment are provided.     

A Study of the SIRS With Severely Traumatized Patients

Clinical research has revealed that traumatized patients often elevate feigning indicators on psychological measures, which raises the possibility that traumatization and concomitant dissociation may lead to misclassifications of malingering. Within the domain of feigned mental disorders, the Structured Interview of Reported Symptoms (SIRS; Rogers, Bagby, &; Dickens, 1992 Rogers, R., Bagby, R. M. and Dickens, S. E. 1992. Structured Interview of Reported Symptoms professional manual, Odessa, FL: Psychological Assessment Resources.  [Google Scholar]) is a well established measure with excellent reliability and validity across clinical and forensic settings. Although recent studies have demonstrated its effectiveness with outpatient posttraumatic stress disorder (PTSD) samples, the SIRS usefulness with severely traumatized patients remains to be investigated. In this study, we recruited traumatized patients for a within-subjects simulation design in which we asked feigners to convincingly portray themselves as examinees claiming total disabilities. When compared to standard instructions, feigned presentations produced substantial effect sizes. Although the standard SIRS classifications produced moderately high sensitivities (M = .82), the false-positive rates were problematic. To minimize false-positives, we constructed a Trauma Index (TI) from 3 primary SIRS scales that appeared unaffected by severe trauma. Implementation of the TI substantially reduced false-positive rates (M = .09).     

Semantic diversity: A measure of semantic ambiguity based on variability in the contextual usage of words

Semantic ambiguity is typically measured by summing the number of senses or dictionary definitions that a word has. Such measures are somewhat subjective and may not adequately capture the full extent of variation in word meaning, particularly for polysemous words that can be used in many different ways, with subtle shifts in meaning. Here, we describe an alternative, computationally derived measure of ambiguity based on the proposal that the meanings of words vary continuously as a function of their contexts. On this view, words that appear in a wide range of contexts on diverse topics are more variable in meaning than those that appear in a restricted set of similar contexts. To quantify this variation, we performed latent semantic analysis on a large text corpus to estimate the semantic similarities of different linguistic contexts. From these estimates, we calculated the degree to which the different contexts associated with a given word vary in their meanings. We term this quantity a word’s semantic diversity (SemD). We suggest that this approach provides an objective way of quantifying the subtle, context-dependent variations in word meaning that are often present in language. We demonstrate that SemD is correlated with other measures of ambiguity and contextual variability, as well as with frequency and imageability. We also show that SemD is a strong predictor of performance in semantic judgments in healthy individuals and in patients with semantic deficits, accounting for unique variance beyond that of other predictors. SemD values for over 30,000 English words are provided as supplementary materials.     

Can semi-supervised learning explain incorrect beliefs about categories?

Three experiments with 88 college-aged participants explored how unlabeled experiences—learning episodes in which people encounter objects without information about their category membership—influence beliefs about category structure. Participants performed a simple one-dimensional categorization task in a brief supervised learning phase, then made a large number of unsupervised categorization decisions about new items. In all three experiments, the unsupervised experience altered participants’ implicit and explicit mental category boundaries, their explicit beliefs about the most representative members of each category, and even their memory for the items encountered during the supervised learning phase. These changes were influenced by both the range and frequency distribution of the unlabeled stimuli: mental category boundaries shifted toward the middle of the range and toward the trough of the bimodal distribution of unlabeled items, whereas beliefs about the most representative category members shifted toward the modes of the unlabeled distribution. One consequence of this shift in representations is a false-consensus effect (Experiment 3) where participants, despite receiving very disparate training experiences, show strong agreement in judgments about representativeness and boundary location following unsupervised category judgments.