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1.
Opt Lett ; 49(8): 2065-2068, 2024 Apr 15.
Artículo en Inglés | MEDLINE | ID: mdl-38621077

RESUMEN

We report ultrabroadband two-dimensional electronic spectroscopy (2D ES) measurements obtained in the pump-probe geometry using conventional optics. A phase-stabilized Michelson interferometer provides the pump-pulse delay interval, τ1, necessary to obtain the excitation-frequency dimension. Spectral resolution of the probe beam provides the detection-frequency dimension, ω3. The interferometer incorporates active phase stabilization via a piezo stage and feedback from interference of a continuous-wave reference laser detected in quadrature. To demonstrate the method, we measured a well-characterized laser dye sample and obtained the known peak structure. The vibronic peaks are modulated as a function of the waiting time, τ2, by vibrational wave packets. The interferometer simplifies ultrabroadband 2D ES measurements and analysis.

2.
J Phys Chem A ; 127(5): 1141-1157, 2023 Feb 09.
Artículo en Inglés | MEDLINE | ID: mdl-36705555

RESUMEN

Molecular (dye) aggregates are a materials platform of interest in light harvesting, organic optoelectronics, and nanoscale computing, including quantum information science (QIS). Strong excitonic interactions between dyes are key to their use in QIS; critically, properties of the individual dyes govern the extent of these interactions. In this work, the electronic structure and excited-state dynamics of a series of indolenine-based squaraine dyes incorporating dimethylamino (electron donating) and/or nitro (electron withdrawing) substituents, so-called asymmetric dyes, were characterized. The dyes were covalently tethered to DNA Holliday junctions to suppress aggregation and permit characterization of their monomer photophysics. A combination of density functional theory and steady-state absorption spectroscopy shows that the difference static dipole moment (Δd) successively increases with the addition of these substituents while simultaneously maintaining a large transition dipole moment (µ). Steady-state fluorescence and time-resolved absorption and fluorescence spectroscopies uncover a significant nonradiative decay pathway in the asymmetrically substituted dyes that drastically reduces their excited-state lifetime (τ). This work indicates that Δd can indeed be increased by functionalizing dyes with electron donating and withdrawing substituents and that, in certain classes of dyes such as these asymmetric squaraines, strategies may be needed to ensure long τ, e.g., by rigidifying the π-conjugated network.

3.
J Chem Phys ; 158(3): 035101, 2023 Jan 21.
Artículo en Inglés | MEDLINE | ID: mdl-36681650

RESUMEN

DNA is a re-configurable, biological information-storage unit, and much remains to be learned about its heterogeneous structural dynamics. For example, while it is known that molecular dyes templated onto DNA exhibit increased photostability, the mechanism by which the structural dynamics of DNA affect the dye photophysics remains unknown. Here, we use femtosecond, two-dimensional electronic spectroscopy measurements of a cyanine dye, Cy5, to probe local conformations in samples of single-stranded DNA (ssDNA-Cy5), double-stranded DNA (dsDNA-Cy5), and Holliday junction DNA (HJ-DNA-Cy5). A line shape analysis of the 2D spectra reveals a strong excitation-emission correlation present in only the dsDNA-Cy5 complex, which is a signature of inhomogeneous broadening. Molecular dynamics simulations support the conclusion that this inhomogeneous broadening arises from a nearly degenerate conformer found only in the dsDNA-Cy5 complex. These insights will support future studies on DNA's structural heterogeneity.


Asunto(s)
Colorantes Fluorescentes , Quinolinas , Colorantes Fluorescentes/química , ADN/química , Carbocianinas/química , ADN de Cadena Simple
4.
Rev Sci Instrum ; 95(3)2024 Mar 01.
Artículo en Inglés | MEDLINE | ID: mdl-38441423

RESUMEN

A noncollinear optical parametric amplifier (NOPA) can produce few-cycle femtosecond laser pulses that are ideally suited for time-resolved optical spectroscopy measurements. However, the nonlinear-optical process giving rise to ultrabroadband pulses is susceptible to spatiotemporal dispersion problems. Here, we detail refinements, including chirped-pulse amplification (CPA) and pulse-front matching (PFM), that minimize spatiotemporal dispersion and thereby improve the properties of ultrabroadband pulses produced by a NOPA. The description includes a rationale behind the choices of optical and optomechanical components, as well as assessment protocols. We demonstrate these techniques using a 1 kHz, second-harmonic Ti:sapphire pump configuration, which produces ∼5-fs duration pulses that span from about 500 to 800 nm with a bandwidth of about 200 THz. To demonstrate the utility of the CPA-PFM-NOPA, we measure vibrational quantum beats in the transient-absorption spectrum of methylene blue, a dye molecule that serves as a reference standard.

5.
J Neurosci ; 32(20): 7009-20, 2012 May 16.
Artículo en Inglés | MEDLINE | ID: mdl-22593069

RESUMEN

Value-based choices are influenced both by risk in potential outcomes and by whether outcomes reflect potential gains or losses. These variables are held to be related in a specific fashion, manifest in risk aversion for gains and risk seeking for losses. Instead, we hypothesized that there are independent impacts of risk and loss on choice such that, depending on context, subjects can show either risk aversion for gains and risk seeking for losses or the exact opposite. We demonstrate this independence in a gambling task, by selectively reversing a loss-induced effect (causing more gambling for gains than losses and the reverse) while leaving risk aversion unaffected. Consistent with these dissociable behavioral impacts of risk and loss, fMRI data revealed dissociable neural correlates of these variables, with parietal cortex tracking risk and orbitofrontal cortex and striatum tracking loss. Based on our neural data, we hypothesized that risk and loss influence action selection through approach-avoidance mechanisms, a hypothesis supported in an experiment in which we show valence and risk-dependent reaction time effects in line with this putative mechanism. We suggest that in the choice process risk and loss can independently engage approach-avoidance mechanisms. This can provide a novel explanation for how risk influences action selection and explains both classically described choice behavior as well as behavioral patterns not predicted by existing theory.


Asunto(s)
Mapeo Encefálico/psicología , Conducta de Elección , Procesos Mentales/fisiología , Asunción de Riesgos , Adolescente , Adulto , Anciano , Mapeo Encefálico/métodos , Corteza Cerebral/fisiología , Cuerpo Estriado/fisiología , Femenino , Juego de Azar/psicología , Humanos , Imagen por Resonancia Magnética/métodos , Imagen por Resonancia Magnética/psicología , Masculino , Persona de Mediana Edad , Modelos Psicológicos , Tiempo de Reacción/fisiología
6.
Neuroimage ; 81: 431-440, 2013 Nov 01.
Artículo en Inglés | MEDLINE | ID: mdl-23684860

RESUMEN

Neural encoding of value-based stimuli is suggested to involve representations of summary statistics, including risk and expected value (EV). A more complex, but ecologically more common, context is when multiple risky options are evaluated together. However, it is unknown whether encoding related to option evaluation in these situations involves similar principles. Here we employed fMRI during a task that parametrically manipulated EV and risk in two simultaneously presented lotteries, both of which contained either gains or losses. We found representations of EV in medial prefrontal cortex and anterior insula, an encoding that was dependent on which option was chosen (i.e. chosen and unchosen EV) and whether the choice was over gains or losses. Parietal activity reflected whether the riskier or surer option was selected, whilst activity in a network of regions that also included parietal cortex reflected both combined risk and difference in risk for the two options. Our findings provide support for the idea that summary statistics underpin a representation of value-based stimuli, and further that these summary statistics undergo distinct forms of encoding.


Asunto(s)
Mapeo Encefálico , Encéfalo/fisiología , Conducta de Elección/fisiología , Asunción de Riesgos , Adulto , Femenino , Humanos , Procesamiento de Imagen Asistido por Computador , Imagen por Resonancia Magnética , Masculino , Adulto Joven
7.
Cogn Dev ; 28(3): 290-299, 2013 Jul.
Artículo en Inglés | MEDLINE | ID: mdl-24027353

RESUMEN

Recent research on risky decision-making in adults has shown that both the risk in potential outcomes and their valence (i.e., whether those outcomes involve gains or losses) exert dissociable influences on decisions. We hypothesised that the influences of these two crucial decision variables (risk and valence) on decision-making would vary developmentally during adolescence. We adapted a risk-taking paradigm that provides precise metrics for the impacts of risk and valence. Decision-making in 11-16 year old female adolescents was influenced by both risk and valence. However, their influences assumed different developmental patterns: the impact of valence diminished with age, while there was no developmental change in the impact of risk. These different developmental patterns provide further evidence that risk and valence are fundamentally dissociable constructs and have different influences on decisions across adolescence.

8.
J Neurosci ; 31(14): 5244-52, 2011 Apr 06.
Artículo en Inglés | MEDLINE | ID: mdl-21471359

RESUMEN

Perception of fairness can influence outcomes in human exchange. However, an inherent subjectivity in attribution renders it difficult to manipulate fairness experimentally. Here using a modified ultimatum game, within a varying social context, we induced a bias in human subjects' acceptance of objectively identical offers. To explain this fairness-related behavior, we use a computational model to specify metrics for the objective and contextual aspects of fairness, testing for correlations between these model parameters and brain activity determined using functional magnetic resonance imaging. We show that objective social inequality, as defined by our model, is tracked in posterior insula cortex. Crucially, this inequality is integrated with social context in posterior and mid-insula, consistent with construction of a fairness motivation that flexibly adapted to the social environment. We suggest that the dual importance of objective and contextual aspects to fairness we highlight might explain seemingly inconsistent societal phenomena, including public attitudes to income disparities.


Asunto(s)
Mapeo Encefálico , Encéfalo/fisiología , Toma de Decisiones/fisiología , Justicia Social/psicología , Adolescente , Adulto , Encéfalo/irrigación sanguínea , Femenino , Juegos Experimentales , Humanos , Procesamiento de Imagen Asistido por Computador/métodos , Relaciones Interpersonales , Imagen por Resonancia Magnética/métodos , Masculino , Modelos Psicológicos , Oxígeno/sangre , Psicometría , Factores de Tiempo , Adulto Joven
9.
Proc Biol Sci ; 279(1736): 2275-80, 2012 Jun 07.
Artículo en Inglés | MEDLINE | ID: mdl-22298852

RESUMEN

Collaboration can provide benefits to the individual and the group across a variety of contexts. Even in simple perceptual tasks, the aggregation of individuals' personal information can enable enhanced group decision-making. However, in certain circumstances such collaboration can worsen performance, or even expose an individual to exploitation in economic tasks, and therefore a balance needs to be struck between a collaborative and a more egocentric disposition. Neurohumoral agents such as oxytocin are known to promote collaborative behaviours in economic tasks, but whether there are opponent agents, and whether these might even affect information aggregation without an economic component, is unknown. Here, we show that an androgen hormone, testosterone, acts as such an agent. Testosterone causally disrupted collaborative decision-making in a perceptual decision task, markedly reducing performance benefit individuals accrued from collaboration while leaving individual decision-making ability unaffected. This effect emerged because testosterone engendered more egocentric choices, manifest in an overweighting of one's own relative to others' judgements during joint decision-making. Our findings show that the biological control of social behaviour is dynamically regulated not only by modulators promoting, but also by those diminishing a propensity to collaborate.


Asunto(s)
Conducta de Elección , Conducta Cooperativa , Toma de Decisiones/efectos de los fármacos , Testosterona/sangre , Adolescente , Adulto , Anticonceptivos Femeninos/farmacología , Estudios Cruzados , Femenino , Humanos , Testosterona/análogos & derivados , Testosterona/farmacología , Adulto Joven
10.
J Exp Psychol Gen ; 151(12): 3268-3280, 2022 Dec.
Artículo en Inglés | MEDLINE | ID: mdl-35913877

RESUMEN

Some aspects of human metacognition, such as the ability to consciously evaluate our beliefs and decisions, are hypothesized to be culturally acquired. However, direct evidence for this claim is lacking. As an initial step toward answering this question, here we examine differences in metacognitive performance between populations matched for occupation (students), income, demographics and general intelligence but drawn from 2 distinct cultural milieus (Beijing, China and London, U.K.). Chinese participants showed more efficient metacognitive evaluation of perceptual decision-making task performance compared to U.K. participants. These differences manifested in boosts to postdecisional processing following error trials, despite no differences in first-order performance. In a second experiment, we directly replicate these findings and show that a metacognitive advantage generalizes to a task that replaces postdecision evidence with equivalent social advice. Together, our results are consistent with a proposal that metacognitive capacity is shaped via sociocultural interactions. (PsycInfo Database Record (c) 2022 APA, all rights reserved).


Asunto(s)
Metacognición , Humanos , Análisis y Desempeño de Tareas , Inteligencia , Estudiantes , China
11.
Neuroimage ; 58(4): 1139-49, 2011 Oct 15.
Artículo en Inglés | MEDLINE | ID: mdl-21763444

RESUMEN

Risky choice entails a need to appraise all possible outcomes and integrate this information with individual risk preference. Risk is frequently quantified solely by statistical variance of outcomes, but here we provide evidence that individuals' choice behaviour is sensitive to both dispersion (variance) and asymmetry (skewness) of outcomes. Using a novel behavioural paradigm in humans, we independently manipulated these 'summary statistics' while scanning subjects with fMRI. We show that a behavioural sensitivity to variance and skewness is mirrored in neuroanatomically dissociable representations of these quantities, with parietal cortex showing sensitivity to the former and prefrontal cortex and ventral striatum to the latter. Furthermore, integration of these objective risk metrics with subjective risk preference is expressed in a subject-specific coupling between neural activity and choice behaviour in anterior insula. Our findings show that risk is neither monolithic from a behavioural nor neural perspective and its decomposition is evident both in distinct behavioural preferences and in segregated underlying brain representations.


Asunto(s)
Encéfalo/fisiología , Conducta de Elección/fisiología , Toma de Decisiones/fisiología , Asunción de Riesgos , Adulto , Algoritmos , Cuerpo Estriado/fisiología , Femenino , Juego de Azar/psicología , Humanos , Procesamiento de Imagen Asistido por Computador , Individualidad , Modelos Lineales , Imagen por Resonancia Magnética , Masculino , Modelos Psicológicos , Modelos Estadísticos , Lóbulo Parietal/fisiología , Corteza Prefrontal/fisiología , Desempeño Psicomotor/fisiología , Adulto Joven
12.
Cognition ; 200: 104266, 2020 07.
Artículo en Inglés | MEDLINE | ID: mdl-32200317

RESUMEN

Despite intricate interactions between emotion and decision making, the underlying cognitive mechanisms that govern their relationship remain elusive. Recent theoretical and empirical advances suggest that preferences in risky decision making can arise from the computation of subjective utility (value-dependent) or direct approach-avoidance action tendencies (value-independent). Here, 48 participants performed two gambling tasks (accept/reject and choice selection tasks) under the emotion manipulation (neutral versus disgust) to investigate how decision context and emotion may influence risk preference via the value-dependent and -independent pathways. The results showed that the decision context affected the degree to which both value-dependent and -independent systems were engaged. Crucially, however, the disgust emotion had a selective effect on participants' choices in the accept/reject task. Furthermore, computational analyses revealed that this specific effect resulted from a reduced propensity to gamble for potential gains by engaging only the value-independent system. These results indicate dissociative effects of decision context and emotion and suggest a specific route by which disgust influences choice preference in risky decision making.


Asunto(s)
Asco , Juego de Azar , Toma de Decisiones , Emociones , Humanos , Asunción de Riesgos
13.
Hum Brain Mapp ; 29(8): 986-1000, 2008 Aug.
Artículo en Inglés | MEDLINE | ID: mdl-17712786

RESUMEN

We used high-resolution fMRI to investigate claims that learning to read results in greater left occipito-temporal (OT) activation for written words relative to pictures of objects. In the first experiment, 9/16 subjects performing a one-back task showed activation in > or =1 left OT voxel for words relative to pictures (P < 0.05 uncorrected). In a second experiment, another 9/15 subjects performing a semantic decision task activated > or =1 left OT voxel for words relative to pictures. However, at this low statistical threshold false positives need to be excluded. The semantic decision paradigm was therefore repeated, within subject, in two different scanners (1.5 and 3 T). Both scanners consistently localised left OT activation for words relative to fixation and pictures relative to words, but there were no consistent effects for words relative to pictures. Finally, in a third experiment, we minimised the voxel size (1.5 x 1.5 x 1.5 mm(3)) and demonstrated a striking concordance between the voxels activated for words and pictures, irrespective of task (naming vs. one-back) or script (English vs. Hebrew). In summary, although we detected differential activation for words relative to pictures, these effects: (i) do not withstand statistical rigour; (ii) do not replicate within or between subjects; and (iii) are observed in voxels that also respond to pictures of objects. Our findings have implications for the role of left OT activation during reading. More generally, they show that studies using low statistical thresholds in single subject analyses should correct the statistical threshold for the number of comparisons made or replicate effects within subject.


Asunto(s)
Individualidad , Lóbulo Occipital/fisiología , Estimulación Luminosa/métodos , Lectura , Lóbulo Temporal/fisiología , Adulto , Mapeo Encefálico/métodos , Reacciones Falso Positivas , Femenino , Humanos , Masculino , Persona de Mediana Edad
14.
Sci Rep ; 8(1): 13862, 2018 09 14.
Artículo en Inglés | MEDLINE | ID: mdl-30217982

RESUMEN

Value-based choices are influenced both by powerful counterfactuals, such as regret, and also by risk in potential outcomes. Culture can profoundly affect how humans perceive and act in the world, but it remains unknown how regret in value-based choice and key aspects of risk-taking may differ between cultures. Here our computational approach provides precise and independent metrics, grounded in extensive neurobiological evidence, for the influences of risk and regret on choice. We test for commonalities and differences across three diverse cultures: Iran, China and the UK. Including Iran matters because cross-cultural work on value-based choice is lacking for this key 21st Century culture, and also because patterns across the three cultures arbitrates between explanations for differences. We find commonalities, with regret influencing choice across cultures and no consistent cultural difference seen. However, for risk, unlike in both Chinese and Westerners' choices, Iranians are risk-seeking - findings consistent across two task variants and further explained by Iranians showing less subjective impact of negative, but not positive, outcomes of risky choices. Our computational approach dissects cultural impacts on two key neurobiologically-grounded quantities in value-based choice, showing that neuroscientific accounts cannot a priori isolate such quantities from culture in the cognitive processes underlying choice.


Asunto(s)
Cultura , Emociones , Asunción de Riesgos , China , Conducta de Elección , Toma de Decisiones , Femenino , Humanos , Irán , Masculino , Tiempo de Reacción , Reino Unido
15.
Sci Rep ; 8(1): 2027, 2018 02 01.
Artículo en Inglés | MEDLINE | ID: mdl-29391522

RESUMEN

The concept of "prediction error" - the difference between what occurred and was expected - is key to understanding the cognitive processes of human decision making. Expectations have to be learned so the concept of prediction error critically depends on context, specifically the temporal context of probabilistically related events and their changes across time (i.e. volatility). While past research suggests context differently affects some cognitive processes in East Asian and Western individuals, it is currently unknown whether this extends to computationally-grounded measures of learning and prediction error. Here we compared Chinese and British nationals in an associative learning task that quantifies behavioural effects of prediction error, and-through a hierarchical Bayesian learning model-also captures how individuals learn about probabilistic relationships and their volatility. For comparison, we also administered a psychophysical task, the tilt illusion, to assess cultural differences in susceptibility to spatial context. We found no cultural differences in the effect of spatial context on perception. In the domain of temporal context there was no effect of culture on sensitivity to prediction error, or learning about volatility, but some suggestion that Chinese individuals may learn more readily about probabilistic relationships.


Asunto(s)
Características Culturales , Percepción Espacial , Percepción del Tiempo , Adolescente , Adulto , Pueblo Asiatico , Femenino , Humanos , Aprendizaje , Masculino
16.
PLoS One ; 8(7): e68177, 2013.
Artículo en Inglés | MEDLINE | ID: mdl-23844168

RESUMEN

In humans, dopamine is implicated in reward and risk-based decision-making. However, the specific effects of dopamine augmentation on risk evaluation are unclear. Here we sought to measure the effect of 100 mg oral levodopa, which enhances synaptic release of dopamine, on choice behaviour in healthy humans. We use a paradigm without feedback or learning, which solely isolates effects on risk evaluation. We present two studies (n = 20; n = 20) employing a randomised, placebo-controlled, within-subjects design. We manipulated different dimensions of risk in a controlled economic paradigm. We test effects on risk-reward tradeoffs, assaying both aversion to variance (the spread of possible outcomes) and preference for relative losses and gains (asymmetry of outcomes--skewness), dissociating this from potential non-specific effects on choice randomness using behavioural modelling. There were no systematic effects of levodopa on risk attitudes, either for variance or skewness. However, there was a drift towards more risk-averse behaviour over time, indicating that this paradigm was sensitive to detect changes in risk-preferences. These findings suggest that levodopa administration does not change the evaluation of risk. One possible reason is that dopaminergic influences on decision making may be due to changing the response to reward feedback.


Asunto(s)
Antiparkinsonianos/farmacología , Toma de Decisiones/efectos de los fármacos , Levodopa/farmacología , Adolescente , Adulto , Algoritmos , Antiparkinsonianos/administración & dosificación , Femenino , Juego de Azar , Humanos , Levodopa/administración & dosificación , Masculino , Modelos Psicológicos , Recompensa , Asunción de Riesgos , Adulto Joven
17.
Front Neurosci ; 7: 146, 2013.
Artículo en Inglés | MEDLINE | ID: mdl-23970849

RESUMEN

The neuroscience of human decision-making has focused on localizing brain activity correlating with decision variables and choice, most commonly using functional MRI (fMRI). Poor temporal resolution means these studies are agnostic in relation to how decisions unfold in time. Consequently, here we address the temporal evolution of neural activity related to encoding of risk using magnetoencephalography (MEG), and show modulations of electromagnetic power in posterior parietal and dorsomedial prefrontal cortex (DMPFC) which scale with both variance and skewness in a lottery, detectable within 500 ms following stimulus presentation. Electromagnetic responses in somatosensory cortex following this risk encoding predict subsequent choices. Furthermore, within anterior insula we observed early and late effects of subject-specific risk preferences, suggestive of a role in both risk assessment and risk anticipation during choice. The observation that cortical activity tracks specific and independent components of risk from early time-points in a decision-making task supports the hypothesis that specialized brain circuitry underpins risk perception.

18.
Neuron ; 80(4): 914-9, 2013 Nov 20.
Artículo en Inglés | MEDLINE | ID: mdl-24206669

RESUMEN

Human choice behavior often reflects a competition between inflexible computationally efficient control on the one hand and a slower more flexible system of control on the other. This distinction is well captured by model-free and model-based reinforcement learning algorithms. Here, studying human subjects, we show it is possible to shift the balance of control between these systems by disruption of right dorsolateral prefrontal cortex, such that participants manifest a dominance of the less optimal model-free control. In contrast, disruption of left dorsolateral prefrontal cortex impaired model-based performance only in those participants with low working memory capacity.


Asunto(s)
Corteza Prefrontal/fisiología , Adolescente , Adulto , Conducta/fisiología , Conducta de Elección , Femenino , Lateralidad Funcional/fisiología , Humanos , Masculino , Memoria a Corto Plazo/fisiología , Modelos Neurológicos , Desempeño Psicomotor/fisiología , Ritmo Teta/fisiología , Estimulación Magnética Transcraneal , Adulto Joven
19.
PLoS One ; 8(12): e83454, 2013.
Artículo en Inglés | MEDLINE | ID: mdl-24376705

RESUMEN

Asymmetry in distributions of potential outcomes (i.e. skewness), and whether those potential outcomes reflect gains or losses (i.e. their valence), both exert a powerful influence on value-based choice. How valence affects the impact of skewness on choice is unknown. Here by orthogonally manipulating the skewness and valence of economic stimuli we show that both have an influence on choice. We show that the influence of skewness on choice is independent of valence, both across and within subjects. fMRI data revealed skew-related activity in bilateral anterior insula and dorsomedial prefrontal cortex, which shows no interaction with valence. Further, the expression of skew-related activity depends on an individual's preference for skewness, and this was again independent of valence-related preference. Our findings highlight the importance of skewness in choice and show that its influence, both behaviourally and neurally, is distinct from an influence of valence.


Asunto(s)
Encéfalo/fisiología , Conducta de Elección/fisiología , Economía , Adolescente , Adulto , Femenino , Humanos , Imagen por Resonancia Magnética , Masculino , Tiempo de Reacción , Adulto Joven
20.
Front Neurosci ; 7: 228, 2013.
Artículo en Inglés | MEDLINE | ID: mdl-24363641

RESUMEN

Economic choices are strongly influenced by whether potential outcomes entail gains or losses. We examined this influence of outcome valence in an economic risk task. We employed three experiments based on our task, each of which provided novel findings, and which together better characterize and explain how outcome valence influences risky choice. First, we found that valence perturbed an individual's choices around that individual's base-level of risk-taking, a base-level consistent across time, and context. Second, this perturbation by valence was highly context dependent, emerging when valence was introduced as a dimension within a decision-making setting, and being reversed by a change in task format (causing more gambling for gains than losses and the reverse). Third, we show this perturbation by valence is explicable by low-level approach-avoidance processes, an hypothesis not previously tested by a causal manipulation. We revealed such an effect, where individuals were less disposed to choose a riskier option with losses when they had to approach (go) as opposed to avoid (nogo) that option. Our data show valence perturbs an individual's choices independently of the impact of risk, and causally implicate approach-avoidance processes as important in shaping economic choice.

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