Sepulveda Delgado, Pradyumna;
(2023)
Goals and information processing in human decisions.
Doctoral thesis (Ph.D), UCL (University College London).
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Abstract
We do not make decisions in the void. Every day, we act in awareness of our context, adjusting our objectives according to the situations we find. Operating effectively under multiple goals is fundamental for appropriate learning and decision-making, and deficiencies in this capacity can be at the core of mental disorders such as anxiety, depression, or post-traumatic stress disorder. In this thesis, I present studies I conducted to investigate how goals impact different stages of the decision process, from simple perceptual choices to subjective value preferences. Previous studies have described how animals assess alternatives and integrate evidence to make decisions. Most of the time, the focus of this work has been on simplified scenarios with single goals. In this thesis, my experiments tackle the issue of how people adjust information processing in tasks that demand more than one objective. Through various manipulations of the behavioural goals, such as decision framing, I show that (i) attention and evidence accumulation, (ii) brain representations, and (iii) decision confidence were all affected by context changes. Using behavioural testing, computational models, and neuroimaging I show that goals have a crucial role in evidence integration and the allocation of visual attention. My findings indicate that brain patterns adapt to enhance goal-relevant information during learning and the valuation of alternatives. Finally, I report the presence of goal-dependent asymmetries in the generation of decision confidence, overweighting the evidence of the most-relevant option to fulfil the goal. In conclusion, I show how the entire process is highly flexible and serves the behavioural demands. These findings support the reinterpretation of some perspectives, such as reported biases and irrationalities in decisions, as attributes of adaptive processing towards goal fulfilment.
| Type: | Thesis (Doctoral) |
|---|---|
| Qualification: | Ph.D |
| Title: | Goals and information processing in human decisions |
| Open access status: | An open access version is available from UCL Discovery |
| Language: | English |
| Additional information: | Copyright © The Author 2023. Original content in this thesis is licensed under the terms of the Creative Commons Attribution-NonCommercial 4.0 International (CC BY-NC 4.0) Licence (https://creativecommons.org/licenses/by-nc/4.0/). Any third-party copyright material present remains the property of its respective owner(s) and is licensed under its existing terms. Access may initially be restricted at the author’s request. |
| UCL classification: | UCL UCL > Provost and Vice Provost Offices > School of Life and Medical Sciences UCL > Provost and Vice Provost Offices > School of Life and Medical Sciences > Faculty of Brain Sciences UCL > Provost and Vice Provost Offices > School of Life and Medical Sciences > Faculty of Brain Sciences > Div of Psychology and Lang Sciences |
| URI: | https://discovery.ucl.ac.uk/id/eprint/10173349 |
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