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Decision Making: Remembering To Choose The Future

From the philosophers of ancient Greece to the self-help books of today, humans have long been interested in choice. Philosophers and ethicists have debated what goals we ought to choose for millennia, and for a century or more economists and psychologists have studied what goals we will choose.

In everyday language, we often talk about ‘value’ (or in economic terms, ‘utility’) as the driver of such decisions: we consider our options, and select the one with the highest value. Hundreds of functional MRI (fMRI) studies in healthy humans have identified a consistent set of brain regions which seem to process signals associated with subjective values; this suggests that value is indeed a concept that has biological roots (Bartra et al., 2013).

However, the nature of the information that contributes to the neural signals related to value remains a matter of debate (O’Doherty, 2014). In other words, it is not clear what we think about when we think about value.

In fact, scientists know far less about choices based on value than they do about perceptual decisions (such as assessing if a noisy array of moving dots is trending more to the left or to the right; Shadlen and Kiani, 2013).

During perceptual choices, external information is repeatedly sampled and the neural representation of this evidence accumulates until a threshold is crossed and a decision is triggered. These tasks are associated with well-known behavioral phenomena – for instance, choices with less perceptual evidence take longer to resolve – which are captured by drift diffusion models (Ratcliff and McKoon, 2008).

Value-based Decisions

It has been proposed that value-based decisions might occur in a similar way. However, while it is obvious what knowledge is accumulating as a person gazes at a screen filled with moving dots, it is less clear what information might be sampled to support a decision based on value.

Now, Akram Bakkour of Columbia University and colleagues report that, at least in part, we may be thinking about past experiences[1].

Their work makes a strong case that value-based deliberation engages the hippocampus, a small structure within the brain that is involved in long-term memory. Although past experiences are a likely source of relevant information in value-based decisions, to date researchers have focused mostly on other regions of the brain such as the ventral prefrontal cortex and the striatum.

Bakkour et al. – who are based at Columbia and the Memory Disorders Research Center – first used fMRI to establish that activity in the hippocampus is greater for longer deliberations during value-based choice. They then harnessed the power of a lesion experiment to infer that the structure is necessary for such choices[2].

Sampling Internal Evidence

Patients with hippocampal damage were slower to make decisions, and somewhat more variable in what they chose. These hippocampal effects were specific to value-based decisions.

Deliberation time in a classic perceptual decision task did not relate to hippocampal signal, nor was it influenced by hippocampal damage.

While perceptual decisions involve sampling external evidence, Bakkour et al. propose that deliberation during value-based choice requires sampling internal evidence. This includes – although is presumably not limited to – using the hippocampus to conjure up past experiences with similar options.

Ultimately, these results will help to broaden the anatomical scope of decision neuroscience.

experimental task 1
Experimental task 1 .
Credit: Akram Bakkour, et al. CC-BY

Studies have already shown that attention, while intuitive and attractive as a holistic concept, is in fact composed of dozens of distinct processes with definable characteristics that rely on different neural circuits. It is likely that ‘value’ will also require further decomposition.

Armed with this knowledge, it may become possible to better understand how the brain carries out the important value-based decisions that define us as individuals and shape the directions of our societies.

Author: Lesley K Fellows, McGill University, Canada. Copyright 2019, Fellows. Republished under the terms of the Creative Commons Attribution License.

[1] Akram Bakkour, et al. The hippocampus supports deliberation during value-based decisions. eLife 2019;8:e46080 DOI: 10.7554/eLife.46080

[2] AR Vaidya, MS Pujara, M Petrides, EA Murray, LK Fellows (2019). Lesion studies in contemporary neuroscience. Trends in Cognitive Sciences 23:653–671. https://doi.org/10.1016/j.tics.2019.05.009