The Controllability Hypothesis: Near-miss effect points to common neurological machinery in posterior parietal cortex for controllable objects and concepts

2020 ◽  
Author(s):  
Imogen M Kruse

In this paper I postulate that the processing of concepts which are deemed controllable is rooted in neurological machinery located in the posterior parietal cortex specialised for the processing of objects which are immediately actionable because they are within reach. This is demonstrated with reference to the near-miss effect in gambling behaviour, where it is argued that the configurative proximity of the near-miss outcome to the win outcome creates the impression that the win outcome is ‘almost within reach’ or controllable. The perceived realisability of the desired outcome increases subjective reward probability and the associated expected action value, which impacts decision-making and behaviour. When extended to substance addiction, this novel hypothesis adds fresh insight into understanding the motivational effects associated with cue-exposure and opportunity for drug-taking. Moreover, by postulating that a perception of control can be generated to minimise unpleasant affective states, it can also reconcile contrasting models of decision-making and provide a neurological explanation for the efficacy of mindfulness-based techniques in treating addictions. With reference to the previously-hypothesised link between the self and control, these ideas can provide an explanation for the increased subjective value of self-associated concepts in the ‘endowment effect’, as well as a neurological correlate for the concept of the ‘narrative self’. This paper therefore provides an innovative and unifying perspective for the study and treatment of behavioural and substance addictions as well as contributing to our neurological understanding of philosophical approaches to the self.

2020 ◽  
Author(s):  
Imogen M Kruse

In this paper I postulate that the processing of concepts which are deemed controllable is rooted in neurological machinery located in the posterior parietal cortex specialised for the processing of objects which are immediately actionable because they are within reach. This is demonstrated with reference to the near-miss effect in gambling behaviour, where it is argued that the configurative proximity of the near-miss outcome to the win outcome creates the impression that the win outcome is ‘almost within reach’ or controllable. The perceived realisability of the desired outcome increases subjective reward probability and the associated expected action value, which impacts decision-making and behaviour. When extended to substance addiction, this novel hypothesis adds fresh insight into understanding the motivational effects associated with cue-exposure and opportunity for drug-taking. Moreover, by postulating that a perception of control can be generated to minimise unpleasant affective states, it can also reconcile contrasting models of decision-making and provide a neurological explanation for the efficacy of mindfulness-based techniques in treating addictions. With reference to the previously-hypothesised link between the self and control, these ideas can provide an explanation for the increased subjective value of self-associated concepts in the ‘endowment effect’, as well as a neurological correlate for the concept of the ‘narrative self’. This paper therefore provides an innovative and unifying perspective for the study and treatment of behavioural and substance addictions as well as contributing to our neurological understanding of philosophical approaches to the self.


2018 ◽  
Author(s):  
Imogen Kruse

The near-miss effect in gambling behaviour occurs when an outcome which is close to a win outcome invigorates gambling behaviour notwithstanding lack of associated reward. In this paper I postulate that the processing of concepts which are deemed controllable is rooted in neurological machinery located in the posterior parietal cortex specialised for the processing of objects which are immediately actionable or controllable because they are within reach. I theorise that the use of a common machinery facilitates spatial influence on the perception of concepts such that the win outcome which is 'almost complete' is perceived as being 'almost within reach'. The perceived realisability of the win increases subjective reward probability and the associated expected action value which impacts decision-making and behaviour. This novel hypothesis is the first to offer a neurological model which can comprehensively explain many empirical findings associated with the near-miss effect as well as other gambling phenomena such as the ‘illusion of control’. Furthermore, when extended to other compulsive behaviours such as drug addiction, the model can offer an explanation for the increase in cravings in response to cues and perceived opportunity to self-administer, neither of which can be explained by simple reinforcement models alone. This paper therefore provides an innovative and unifying perspective for the study and treatment of behavioural and substance addictions.


2018 ◽  
Author(s):  
Imogen M Kruse

The near-miss effect in gambling behaviour occurs when an outcome which is close to a win outcome invigorates gambling behaviour notwithstanding lack of associated reward. In this paper I postulate that the processing of concepts which are deemed controllable is rooted in neurological machinery located in the posterior parietal cortex specialised for the processing of objects which are immediately actionable or controllable because they are within reach. I theorise that the use of a common machinery facilitates spatial influence on the perception of concepts such that the win outcome which is 'almost complete' is perceived as being 'almost within reach'. The perceived realisability of the win increases subjective reward probability and the associated expected action value which impacts decision-making and behaviour. This novel hypothesis is the first to offer a neurological model which can comprehensively explain many empirical findings associated with the near-miss effect as well as other gambling phenomena such as the ‘illusion of control’. Furthermore, when extended to other compulsive behaviours such as drug addiction, the model can offer an explanation for continued drug-seeking following devaluation and for the increase in cravings in response to perceived opportunity to self-administer, neither of which can be explained by simple reinforcement models alone. This paper therefore provides an innovative and unifying perspective for the study and treatment of behavioural and substance addictions.


eLife ◽  
2015 ◽  
Vol 4 ◽  
Author(s):  
Jeffrey C Erlich ◽  
Bingni W Brunton ◽  
Chunyu A Duan ◽  
Timothy D Hanks ◽  
Carlos D Brody

Numerous brain regions have been shown to have neural correlates of gradually accumulating evidence for decision-making, but the causal roles of these regions in decisions driven by accumulation of evidence have yet to be determined. Here, in rats performing an auditory evidence accumulation task, we inactivated the frontal orienting fields (FOF) and posterior parietal cortex (PPC), two rat cortical regions that have neural correlates of accumulating evidence and that have been proposed as central to decision-making. We used a detailed model of the decision process to analyze the effect of inactivations. Inactivation of the FOF induced substantial performance impairments that were quantitatively best described as an impairment in the output pathway of an evidence accumulator with a long integration time constant (>240 ms). In contrast, we found a minimal role for PPC in decisions guided by accumulating auditory evidence, even while finding a strong role for PPC in internally-guided decisions.


2016 ◽  
Author(s):  
Angela M. Licata ◽  
Matthew T. Kaufman ◽  
David Raposo ◽  
Michael B. Ryan ◽  
John P. Sheppard ◽  
...  

AbstractNeurons in putative decision-making structures can reflect both sensory and decision signals, making their causal role in decisions unclear. Here, we tested whether rat posterior parietal cortex (PPC) is causal for processing visual sensory signals or instead for accumulating evidence for decision alternatives. We optogenetically disrupted PPC activity during decision-making and compared effects on decisions guided by auditory vs. visual evidence. Deficits were largely restricted to visual decisions. To further test for visual dominance in PPC, we evaluated electrophysiological responses following individual sensory events and observed much larger responses following visual stimuli than auditory stimuli. Finally, we measured spike count variability during stimulus presentation and decision formation. This sharply decreased, suggesting the network is stabilized by inputs, unlike what would be expected if sensory signals were locally accumulated. Our findings argue that PPC plays a causal role in discriminating visual signals that are accumulated elsewhere.


2016 ◽  
Vol 113 (47) ◽  
pp. 13492-13497 ◽  
Author(s):  
David J. Hawellek ◽  
Yan T. Wong ◽  
Bijan Pesaran

Making a decision involves computations across distributed cortical and subcortical networks. How such distributed processing is performed remains unclear. We test how the encoding of choice in a key decision-making node, the posterior parietal cortex (PPC), depends on the temporal structure of the surrounding population activity. We recorded spiking and local field potential (LFP) activity in the PPC while two rhesus macaques performed a decision-making task. We quantified the mutual information that neurons carried about an upcoming choice and its dependence on LFP activity. The spiking of PPC neurons was correlated with LFP phases at three distinct time scales in the theta, beta, and gamma frequency bands. Importantly, activity at these time scales encoded upcoming decisions differently. Choice information contained in neural firing varied with the phase of beta and gamma activity. For gamma activity, maximum choice information occurred at the same phase as the maximum spike count. However, for beta activity, choice information and spike count were greatest at different phases. In contrast, theta activity did not modulate the encoding properties of PPC units directly but was correlated with beta and gamma activity through cross-frequency coupling. We propose that the relative timing of local spiking and choice information reveals temporal reference frames for computations in either local or large-scale decision networks. Differences between the timing of task information and activity patterns may be a general signature of distributed processing across large-scale networks.


2014 ◽  
Author(s):  
Jeffrey C Erlich ◽  
Bingni W Brunton ◽  
Chunyu A Duan ◽  
Timothy D Hanks ◽  
Carlos D Brody

Numerous brain regions have been shown to have neural correlates of gradually accumulating evidence for decision-making, but the causal roles of these regions in decisions driven by accumulation of evi- dence have yet to be determined. Here, in rats performing an auditory evidence accumulation task, we inactivated the frontal orienting fields (FOF) and posterior parietal cortex (PPC), two rat cortical regions that have neural correlates of accumulating evidence and that have been proposed as central to decision-making. We used a detailed model of the decision process to analyze the effect of inactivations. Inactivation of the FOF induced substantial performance impairments that were quantitatively best de- scribed as an impairment in the output pathway of an evidence accumulator with a long integration time constant (>240ms). In contrast, we found a minimal role for PPC in decisions guided by accumulating auditory evidence, even while finding a strong role for PPC in internally-guided decisions.


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