In everyday tasks, the choices we make incorporate complex trade-offs between conflicting factors that affect how we will achieve our goals. Previous experimental research has used dual-target visual search to determine how people flexibly adjust their behaviour and make choices that optimise their decisions. In this experiment, we leveraged a visual search task that incorporates complex trade-offs, and electroencephalography (EEG), to understand how neural mechanisms of selective attention contribute to choice behaviour in these tasks. On each trial, participants could choose to respond to the gap location on either of two possible targets. Each target was colour coded such that colour indicated which of the two had the easier gap discrimination. Orthogonally, we manipulated the set size of coloured distractors to modulate how efficiently each target could be found. As a result, optimised task performance required participants to trade-off conflicts between the ease of finding a target given the current set size, and the ease of making its associated gap discrimination. Our results confirm that participants are able to flexibly adjust their behaviour, and trade-off these two factors to maintain their response speed and accuracy. Additionally, the N2pc and SPCN components elicited by search displays could reliably predict the choice that participants would ultimately make on a given trial. These results suggest that initial attentional processes may help to determine the choice participants make, highlighting the central role that attention may play in optimising performance on complex tasks.
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http://dx.doi.org/10.1038/s41598-024-72811-3 | DOI Listing |
Bioethics
January 2025
Ethox Centre, Nuffield Department for Population Health, University of Oxford, Oxford, UK.
Recent literature has drawn attention to the complex relationship between health care and the environmental crisis. Healthcare systems are significant contributors to climate change and environmental degradation, and the environmental crisis is making our health worse and thus putting more pressure on healthcare systems; our health and the environment are intricately linked. In light of this relationship, we might think that there are no trade-offs between health and the environment; that healthcare decision-makers have special responsibilities to the environment; and that environmental values should be included in healthcare resource-allocation decisions.
View Article and Find Full Text PDFWater Res
January 2025
School of Chemical Engineering, The University of Queensland, St. Lucia, QLD 4067, Australia.
Urban water utilities are significant energy users and also key actors in decarbonisation. However, the integrated perspective of urban water supply and wastewater system emissions, the relevant driving forces, and the boundaries of inclusions or exclusions, are rarely discussed. This is due to widely disaggregated data, and complex issues regarding the boundary of the system being investigated.
View Article and Find Full Text PDFJ Chem Inf Model
January 2025
Department of Chemical Engineering, National Taiwan University, No. 1, Section 4, Roosevelt Road, Taipei 10617, Taiwan.
Accurately predicting activation energies is crucial for understanding chemical reactions and modeling complex reaction systems. However, the high computational cost of quantum chemistry methods often limits the feasibility of large-scale studies, leading to a scarcity of high-quality activation energy data. In this work, we explore and compare three innovative approaches (transfer learning, delta learning, and feature engineering) to enhance the accuracy of activation energy predictions using graph neural networks, specifically focusing on methods that incorporate low-cost, low-level computational data.
View Article and Find Full Text PDFLancet Planet Health
January 2025
San Diego Zoo Wildlife Alliance, San Diego, CA, USA; VetinWild, Nanyuki, Kenya.
Despite increasing emphasis being placed on the inclusion of upstream ecological and social perspectives for zoonotic disease control, few guidelines exist for practitioners and decision makers to work with communities in identifying suitable, locally relevant interventions and integrating these into public health action plans. With an interdisciplinary group of Kenyan stakeholders, we designed and tested a comprehensive framework for the co-design, evaluation, and prioritisation of beneficiary-oriented, ecologically and socially informed interventions for preventing and controlling outbreaks of wildlife-borne zoonoses. Our approach used four globally important wildlife-borne pathogens-Rift Valley fever virus, Congo-Crimean haemorrhagic fever virus, and the causative agents of anthrax and rabies-enabling stakeholders to develop a shared understanding of complex transmission pathways, identify a broad array of measures targeting ecological, biological, and social processes governing outbreaks of these pathogens, and explore trade-offs for specific interventions.
View Article and Find Full Text PDFEnviron Toxicol Chem
January 2025
School of Resources and Environment, Qingdao Agricultural University, Shandong, 266109China Qingdao.
The dose-response relationship between toxicants and organisms is the most fundamental principle in toxicological risk assessment. However, multiphasic non-linear responses are poorly understood and the underlying mechanisms remain elusive. In this study, we subjected the indicator plant Tillandsia usneoides to 5 or 10 time gradients of 1 mM Pb, and assessed the response patterns of five damage markers and eight resistance markers in the leaves.
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