On the impacts of working memory training on executive functioning

Recent studies have reported improvements in a variety of cognitive functions following sole working memory (WM) training. In spite of the emergence of several successful training paradigms, the scope of transfer effects has remained mixed. This is most likely due to the heterogeneity of cognitive functions that have been measured and tasks that have been applied. In the present study, we approached this issue systematically by investigating transfer effects from WM training to different aspects of executive functioning. Our training task was a demanding WM task that requires simultaneous performance of a visual and an auditory n-back task, while the transfer tasks tapped WM updating, coordination of the performance of multiple simultaneous tasks (i.e., dual-tasks) and sequential tasks (i.e., task switching), and the temporal distribution of attentional processing. Additionally, we examined whether WM training improves reasoning abilities; a hypothesis that has so far gained mixed support. Following training, participants showed improvements in the trained task as well as in the transfer WM updating task. As for the other executive functions, trained participants improved in a task switching situation and in attentional processing. There was no transfer to the dual-task situation or to reasoning skills. These results, therefore, confirm previous findings that WM can be trained, and additionally, they show that the training effects can generalize to various other tasks tapping on executive functions

The role of working memory for task-order coordination in dual-task situations

Dual-task (DT) situations require task-order coordination processes that schedule the processing of two temporally overlapping tasks. Theories on task-order coordination suggest that these processes rely on order representations that are actively maintained and processed in working memory (WM). Preliminary evidence for this assumption stems from DT situations with variable task order, where repeating task order relative to the preceding trials results in improved performance compared to changing task order, indicating the processing of task-order information in WM between two succeeding trials. We directly tested this assumption by varying WM load during a DT with variable task order. In Experiment 1, WM load was manipulated by varying the number of stimulus–response mappings of the component tasks. In Experiment 2A, WM load was increased by embedding an additional WM updating task in the applied DT. In both experiments, the performance benefit for trials with repeated relative to trials with changed task order was reduced under high compared to low WM load. These results confirm our assumption that the processing of the task-order information relies on WM resources. In Experiment 2B, we tested whether the results of Experiment 2A can be attributed to introducing an additional task per se rather than to increased WM load by introducing an additional task with a low WM load. Importantly, in this experiment, the processing of order information was not affected. In sum, the results of the three experiments indicate that task-order coordination relies on order information which is maintained in an accessible state in WM during DT processing.Deutsche Forschungsgemeinschaft http://dx.doi.org/10.13039/501100001659Martin-Luther-Universität Halle-Wittenberg (1043)Peer Reviewe

Video game practice optimizes executive control skills in dual-task and task switching situations.

We examined the relation of action video game practice and the optimization of executive control skills that are needed to coordinate two different tasks. As action video games are similar to real life situations and complex in nature, and include numerous concurrent actions, they may generate an ideal environment for practicing these skill

Can a connectionist model explain the processing of regularly and irregularly inflected words in German as L1 and L2?

The connectionist model is a prevailing model of the structure and functioning of the cognitive system of the processing of morphology. According to this model, the morphology of regularly and irregularly inflected words (e.g., verb participles and noun plurals) is processed in the same cognitive network. A validation of the connectionist model of the processing of morphology in German as L2 has yet to be achieved. To investigate L2-specific aspects, we compared a group of L1 speakers of German with speakers of German as L2. L2 and L1 speakers of German were assigned to their respective group by their reaction times in picture naming prior to the central task. The reaction times in the lexical decision task of verb participles and noun plurals were largely consistent with the assumption of the connectionist model. Interestingly, speakers of German as L2 showed a specific advantage for irregular compared with regular verb participles

Mechanisms of Training-Related Change in Processing Speed: A Drift-Diffusion Model Approach

Processing speed is a crucial ability that changes over the course of the lifespan. Training interventions on processing speed have shown promising effects and have been associated with improved cognitive functioning. While training-related changes in processing speed are often studied using reaction times (RTs) and error rates, these measures provide limited insight into the mechanisms underlying changes during training. The drift-diffusion model provides estimates of the cognitive processes underlying speeded decision tasks, such as the rate of evidence accumulation (drift rate), response strategies (boundary separation), as well as time for other processes such as stimulus encoding and motor response (non-decision time). In the current study, we analyzed existing data of an extensive multi-session training intervention (von Bastian & Oberauer, 2013) to disentangle changes in drift rate, boundary separation, and non-decision time during training of different speeded choice-RT tasks. During this training intervention, 30 participants performed 20 training sessions over the course of four weeks, completing three tasks each session: a face-matching, a pattern-matching, and a digit-matching task. Our results show that processing speed training increased drift rates throughout training. Boundary separation and non-decision time decreased mostly during the initial parts of training. This pattern of prolonged training-related changes in rate of evidence accumulation as well as early changes in response strategy and non-decision processes was observed across all three tasks. Future research should investigate how these training-related changes relate to improvements in cognitive functioning more broadly

Alertness Training Increases Visual Processing Speed in Healthy Older Adults

In this study, we investigated whether alertness training in healthy older adults increases visual processing speed (VPS) and whether functional connectivity in the cingulo-opercular network predicts training gain. Using the theory of visual attention, we derived quantitative estimates of VPS before and after training. In Study 1, 75 healthy older adults participated in alertness training, active-control training, or no training (n = 25 each). A significant Group × Session interaction indicated an increase in VPS in the alertness-training group but not in the control group, despite VPS not differing significantly between groups before training. In Study 2, 29 healthy older adults underwent resting-state functional MRI and then participated in alertness training. Pretraining functional connectivity in the cingulo-opercular network correlated with the individual training-induced change in VPS. In conclusion, results indicate that alertness training improves visual processing in older adults and that functional connectivity in the cingulo-opercular network provides a neural marker for predicting individual training gain

Schizotypy and Behavioural Adjustment and the Role of Neuroticism

In the present study the relationship between behavioural adjustment following cognitive conflict and schizotypy was investigated using a Stroop colour naming paradigm. Previous research has found deficits with behavioural adjustment in schizophrenia patients. Based on these findings, we hypothesized that individual differences in schizotypy, a personality trait reflecting the subclinical expression of the schizophrenia phenotype, would be associated with behavioural adjustment. Additionally, we investigated whether such a relationship would be explained by individual differences in neuroticism, a non-specific measure of negative trait emotionality known to be correlated with schizotypy. 106 healthy volunteers (mean age: 25.1, 60% females) took part. Post-conflict adjustment was measured in a computer-based version of the Stroop paradigm. Schizotypy was assessed using the Schizotypal Personality Questionnaire (SPQ) and Neuroticism using the NEO-FFI. We found a negative correlation between schizotypy and post-conflict adjustment (r = -.30, p<.01); this relationship remained significant when controlling for effects of neuroticism. Regression analysis revealed that particularly the subscale No Close Friends drove the effect. Previous findings of deficits in cognitive control in schizophrenia patients were extended to the subclinical personality expression of the schizophrenia phenotype and found to be specific to schizotypal traits over and above the effects of negative emotionality

Executive functions modulated by context, training, and age

Der vorliegende Arbeit systematisiert Befunde aus dem Gebiet der exekutiven Funktionen und ihren Modulationen durch verschiedene Parameter (d.h. Shifting, Inhibition, Updating, Dual tasking). Diese Parameter werden in einer entsprechenden Rahmenkonzeption illustriert und umfassen die Parameter Kontext, Training, Alter und ihre Kombinationen. Die vorliegende Arbeit zeigt Beispiele, wie diese Parameter in Bezug auf exekutive Funktionen realisiert werden können. Im Rahmen des Kontext-Parameters wird beispielsweise gezeigt, wie die Vorhersagbarkeit von Aufgaben und Aufgabenreihenfolgen Dual tasking (Heinrich et al., 2012) und wie aktuelle Anforderungen an das Arbeitsgedächtnis Inhibition (Soutschek et al., 2013) modulieren kann. Allerdings zeigen Töllner et al. (2012) auch Grenzen des Kontext-Parameters bei der Modulation der erstgenannten exekutiven Funktion. Der Parameter Training wurde realisiert mit Fokus auf (1) Shifting (Strobach et al., 2012a) und (2) Updating (Salminen et al., 2011, 2012). Schubert and Strobach (2012) sowie Strobach et al. (2012b) untersuchten den Transfereffekt von Video-game- und Arbeitsgedächtnistraining auf Dual tasking und Shifting. Schließlich zeigen Strobach et al. (2012c, 2012d) Modulationseffekte bei der Kombination des Alters- und Trainingsparameters auf die exekutive Funktion Dual tasking. Abschließend systematisiert die vorgestellte Rahmenkonzeption die Lücken und Ziele zukünftiger Forschung zur Modulation von exekutiven Funktionen.The present review aims at a systematization of findings in the field of executive functions and their modulation due to different operational parameters (i.e., dimensions). This systematization is realized in the form of the Framework on modulations of executive functions. Basically, this framework illustrates how different types of executive functions (i.e., Shifting, Inhibition, Updating, Dual tasking) are modulated by their context (Context dimension), training (Training dimension), age (Age dimension), and combinations of these dimensions. The present review includes examples of studies that demonstrate a realization of each of these dimensions and their effects on executive function types. In detail, the Context dimension modulates the executive function type Dual tasking (i.e., due to task order predictability in dual tasks; Hendrich et al., 2012 ) and Inhibition (i.e., due to the level of concurrent working memory demand in a Stroop task; Soutschek et al., 2013); however, Töllner et al. (2012) demonstrated that Context also affects processes that are not related with executive functioning (i.e., perception and motor processes) in a dual-task situation. The framework’s Training dimension was realized when (1) Strobach et al. (2012a) investigated effects of training on the executive function Shifting in a task switching situation and (2) Salminen et al. (2011, 2012), Schubert and Strobach (2012), as well as Strobach et al. (2012b) investigated transfer effects on executive functioning of Dual tasking and Shifting after video game and working memory training. Finally, Strobach et al. (2012c, 2012d) illustrated modulation effects of age and training (i.e., the combination of Age and Training dimension) on the executive function type Dual tasking. In sum, this framework helps to systematize research gaps and future studies in this field (i.e., executive functions)

On the mechanisms improving dual-task performance with pratice

Zahlreiche Studien belegen, dass Menschen Schwierigkeiten bei der simultanen Ausführung von 2 Aufgaben haben. Diese Schwierigkeiten sind durch zusätzliche Leistungskosten in Doppelaufgabensituationen im Vergleich zu Einzelaufgabensituationen gekennzeichnet (d.h. Doppelaufgabenkosten). Allerdings konnten jüngere Studien eine deutliche Reduktion der Doppelaufgabenkosten am Ende von Übung zeigen. Der Befund von Doppelaufgabenkosten am Beginn und die deutliche Reduktion davon am Ende der Übung indiziert, dass diese Reduktion durch spezifische Lernmechanismen geleistet wird. Obwohl sich frühere Studien bereits mit diesen Mechanismen befassen, bleiben die genauen Mechanismen der Reduktion der Doppelaufgabenkosten durch Übung unbekannt. Das Ziel von vier Studien der vorliegenden Arbeit ist die Spezifizierung dieser Mechanismen durch die Anwendung einer Doppelaufgabensituation mit einer visuellen und einer auditiven Teilaufgabe (Schumacher et al., 2001). Untersuchungen zu Lernmechanismen innerhalb der Teilaufgaben zielten auf die genaue Lokalisation von Verkürzungen der Verarbeitungszeit in diesen Aufgaben während der Übung. Erstmalig konnte ich zeigen, dass die Verkürzung der Aufgabenverarbeitung in Doppelaufgabensituationen vor allem durch eine verkürzte Antwortauswahlstufe erfolgt. Demgegenüber haben Untersuchungen zu Lernmechanismen zwischen den Teilaufgaben auf den Erwerb von Fertigkeiten der Aufgabenkoordination gezielt. Hier habe ich Nachweise erbracht, dass diese Fertigkeiten während der Übung von Doppelaufgaben erwerbbar sind, aber dass kein Erwerb während Einzelaufgabenübung erfolgt. Weiterhin habe ich gezeigt, dass diese Fertigkeiten in alternative Doppelaufgabensituationen transferierbar sind. Allerdings gibt es keinen Nachweis für den Fertigkeitstransfer in Aufgabenwechsel- und Attentional-Blink-Situationen. Um das Ergebnis von Lernmechanismen weiter zu spezifizieren, habe ich gezeigt, dass die Doppelaufgabenleistung in der visuellen aber nicht in der auditiven Teilaufgabe stabil ist nachdem die Übung beendet wurde. Die vorliegenden Befunde zu Lernmechanismen werden in ein Modell von geübter Doppelaufgabenleistung, das Latent Bottleneck Model, integriert und neue Annahmen im Rahmen dieses Modells diskutiert.Numerous studies showed that people have difficulty performing two tasks at the same time. This difficulty is indicated by additional performance costs in dual-task situations when compared to single-task situations, i.e. dual-task costs. However, recent evidence has shown a substantial reduction of dual-task costs through practice. The finding of dual-task costs at the beginning and the reduction thereof at the end of practice indicates that this reduction must be accomplished via specific learning mechanisms. Although such mechanisms have been addressed in previous studies, the specific mechanisms contributing to practice related dual-task cost reduction remained unknown. The aim of four studies in the present work is to specify these mechanisms by applying a dual-task situation including a visual and an auditory component task (Schumacher et al., 2001). Investigations on learning mechanisms within the component tasks aimed to identify loci of stage shortening in these tasks through practice. For the first time I showed that component task processing in dual-task situations is mainly shortened through a shortening at the response selection stage. In contrast, investigations on learning mechanisms between the component tasks focussed on the acquisition of task coordination skills. Here I provided evidence that these skills are acquired during dual-task practice and there is no acquisition of these skills during single-task practice. Additionally, I demonstrated that these skills are transferable to alternative dual-task situations. There is, however, no evidence for transfer of these skills to task switching and attentional blink paradigms. In order to further specify the result of the learning mechanisms, I showed that dual-task performance in the visual but not in the auditory task is stable after practice has finished. The present findings on learning mechanisms are integrated into a model of practiced dual-task performance, the latent bottleneck model, and new assumptions in the framework of this model are discussed