What is adaptive about adaptive decision making? A parallel constraint satisfaction account

There is broad consensus that human cognition is adaptive. However, the vital question of how exactly this adaptivity is achieved has remained largely open. Herein, we contrast two frameworks which account for adaptive decision making, namely broad and general single-mechanism accounts vs. multi-strategy accounts. We propose and fully specify a single-mechanism model for decision making based on parallel constraint satisfaction processes (PCS-DM) and contrast it theoretically and empirically against a multi-strategy account. To achieve sufficiently sensitive tests, we rely on a multiple-measure methodology including choice, reaction time, and confidence data as well as eye-tracking. Results show that manipulating the environmental structure produces clear adaptive shifts in choice patterns – as both frameworks would predict. However, results on the process level (reaction time, confidence), in information acquisition (eye-tracking), and from cross-predicting choice consistently corroborate single-mechanisms accounts in general, and the proposed parallel constraint satisfaction model for decision making in particular.     

What if you went to the police and accused your uncle of abuse? Misunderstandings concerning the benefits of memory distortion: A commentary on

In a recent paper, Fernández (2015) argues that memory distortion can have beneficial outcomes. Although we agree with this, we find his reasoning and examples flawed to such degree that they will lead to misunderstandings rather than clarification in the field of memory (distortion). In his paper, Fernández uses the terms belief and memory incorrectly, creating a conceptual blur. Also, Fernández tries to make the case that under certain circumstances, false memories of abuse are beneficial. We argue against this idea as the reasoning behind this claim is based on controversial assumptions such as repression. Although it is true that memory distortions can be beneficial, the examples sketched by Fernández are not in line with recent documentation in this area.     

Approche individualisée ou standardisée de l’accompagnement des demandeurs d’emploi : une recherche inspirée de la théorie du conseil adaptatif

This research, based on the theory of adaptive counseling, puts forward the concept of individualization of support in order to enhance its effects. Two groups of adult workers submitted to a career transition period have tried either a standard counseling service – based on a supportive job searching – or an individualized counseling service – inspired by the adaptive counselling theory. Both groups have positively benefited from the main results of counseling. However, as a result, the individualized counseling service seems to decrease professional indecision, but it also underlines an increasing feeling of self-esteem, and shows a more accurate sense of general satisfaction concerning the counseling sessions. This reflection deals with the limits of this kind of research, and it puts forward some concepts linked to the individualization of counselling for job seekers.     

Divergent thinking in the grasslands: thinking about object function in the context of a grassland survival scenario elicits more alternate uses than control scenarios

The survival processing effect is a recall advantage for information processed in the context of a grassland survival scenario. The current studies build upon previous research suggesting the effect is due to elaborative encoding and functional thinking. In two experiments, participants completed the “alternate uses test” under five conditions: baseline, grassland survival, Ebola survival, moving to a new home and planning a bank heist. Experiment 1 stimuli were everyday objects. Experiment 2 stimuli were functionally ambiguous “mystery” objects. Number of generated uses was highest in the baseline, but the grassland scenario was consistently highest of the schematic conditions. Recall data lend support to the mnemonic superiority of the grassland condition. Results suggest that grassland scenarios place fewer attenuating constraints on divergent thinking. It is suggested that the survival processing effect might be usefully conceptualised as an effect of creatively thinking about object function in response to broadly defined problems.     

An adaptive temporal-causal network model to analyse extinction of communication over time

The persistence of information communicated between humans is difficult to measure as it is affected by many features. This paper presents an approach to computationally model the cognitive processes of information sharing to describe persistence or extinction of communication in Twitter over time. The adaptive mental network model explains, for example, how an individual can experience information overflow on a topic, and how this affects the sharing of information. Parameter tuning by Simulated Annealing is used to identify characteristics of the network model that fit to empirical data from Twitter. The data collected is related to the independentism in Catalunya, Spain, which is considered a global issue with repercussion in Europe.     

An adaptive network model for pain and pleasure through spicy food and its desensitization

This paper aims to map out the adaptive causal pathways of processes underlying capsaicin consumption and the desensitization process of the TRPV1 receptor as a feedback loop together with pain and pleasure perception. In order to map out these causal capsaicin pathways, adaptive causal network modeling was applied, which is a way of modeling biological, neural, mental and social processes from an adaptive causal modeling perspective.     

On the dynamics and adaptivity of mental processes: Relating adaptive dynamical systems and self-modeling network models by mathematical analysis

In this paper, it is addressed by mathematical analysis how network-oriented modeling relates to the dynamical systems perspective on mental processes. It has been mathematically proven that any dynamical system can be modeled as a temporal-causal network model and that any adaptive dynamical system (of any order) can be modeled by a self-modeling network (of the same order).     

What artificial grammar learning reveals about the neurobiology of syntax

In this paper we examine the neurobiological correlates of syntax, the processing of structured sequences, by comparing FMRI results on artificial and natural language syntax. We discuss these and similar findings in the context of formal language and computability theory. We used a simple right-linear unification grammar in an implicit artificial grammar learning paradigm in 32 healthy Dutch university students (natural language FMRI data were already acquired for these participants). We predicted that artificial syntax processing would engage the left inferior frontal region (BA 44/45) and that this activation would overlap with syntax-related variability observed in the natural language experiment. The main findings of this study show that the left inferior frontal region centered on BA 44/45 is active during artificial syntax processing of well-formed (grammatical) sequence independent of local subsequence familiarity. The same region is engaged to a greater extent when a syntactic violation is present and structural unification becomes difficult or impossible. The effects related to artificial syntax in the left inferior frontal region (BA 44/45) were essentially identical when we masked these with activity related to natural syntax in the same subjects. Finally, the medial temporal lobe was deactivated during this operation, consistent with the view that implicit processing does not rely on declarative memory mechanisms that engage the medial temporal lobe. In the context of recent FMRI findings, we raise the question whether Broca’s region (or subregions) is specifically related to syntactic movement operations or the processing of hierarchically nested non-adjacent dependencies in the discussion section. We conclude that this is not the case. Instead, we argue that the left inferior frontal region is a generic on-line sequence processor that unifies information from various sources in an incremental and recursive manner, independent of whether there are any processing requirements related to syntactic movement or hierarchically nested structures. In addition, we argue that the Chomsky hierarchy is not directly relevant for neurobiological systems.     

Adaptive Tasks in Multiple Sclerosis: Development of an Instrument to Identify the Focus of Patients' Coping Efforts

Objective : Adaptive tasks, referring to the subjective evaluation of disease-related stressors in relation to personal concerns, have been neglected in the extensive literature on coping with chronic disease. In this study, the development of an instrument for measuring adaptive tasks is described: the Questionnaire Adaptive Tasks in Multiple Sclerosis (QuAT-MS). Method : The QuAT-MS is based on a bottom-up categorization of patients' statements on the losses, threats, and challenges brought about by their disease, and employs 10 scales to measure the importance attached to particular disease-related stressors. Validity and reliability of this bottom-up categorization were established in a sample of MS patients ( N = 259) by examining their associations with related concepts relevant in adaptation to disease, such as coping (CISS), coping resources (LOT, self-efficacy), and quality of life (SIP). We also investigated whether patients' backgrounds and disease characteristics were related to adaptive tasks. Results : Adaptive tasks are more closely related with concepts relevant for adaptation (coping and coping resources) than with physical functioning (SIP) and disease-related characteristics (illness duration). Adaptive tasks are also associated with gender and level of education. Conclusion : It is concluded that adaptive tasks can be distinguished from related concepts like coping and quality of life. Furthermore, the QuAT-MS offers a reliable and patient-centred instrument for measuring the tasks which MS patients identify in their adaptation process.     

Technological Resources to Support Adaptive Responding with Persons with Multiple Disabilities

This study assessed technological resources for supporting adaptive responses in 2 men with profound multiple disabilities. The technological resources (an electronic control device connected to optic sensors and pleasant stimuli) ensured the activation of those stimuli contingent on adaptive responses. The responses consisted of putting various objects in a container fitted to a desk. Data showed that both participants reached satisfactory levels of adaptive responses in the intervention and generalization settings. Procedural issues, practical implications of the findings and measures for promoting response maintenance were discussed.