The color of money: Value-driven selectivity enhancements

Research output: Contribution to journalConference abstract in journalResearch

Standard

The color of money : Value-driven selectivity enhancements. / Ásgeirsson, Árni Gunnar; Kristjánsson, Árni; Einarsdóttir, Kristin Vala; Bundesen, Claus.

In: Journal of Vision, Vol. 14, No. 10, 2014, p. 499.

Research output: Contribution to journalConference abstract in journalResearch

Harvard

Ásgeirsson, ÁG, Kristjánsson, Á, Einarsdóttir, KV & Bundesen, C 2014, 'The color of money: Value-driven selectivity enhancements', Journal of Vision, vol. 14, no. 10, pp. 499. https://doi.org/10.1167/14.10.499

APA

Ásgeirsson, Á. G., Kristjánsson, Á., Einarsdóttir, K. V., & Bundesen, C. (2014). The color of money: Value-driven selectivity enhancements. Journal of Vision, 14(10), 499. https://doi.org/10.1167/14.10.499

Vancouver

Ásgeirsson ÁG, Kristjánsson Á, Einarsdóttir KV, Bundesen C. The color of money: Value-driven selectivity enhancements. Journal of Vision. 2014;14(10):499. https://doi.org/10.1167/14.10.499

Author

Ásgeirsson, Árni Gunnar ; Kristjánsson, Árni ; Einarsdóttir, Kristin Vala ; Bundesen, Claus. / The color of money : Value-driven selectivity enhancements. In: Journal of Vision. 2014 ; Vol. 14, No. 10. pp. 499.

Bibtex

@article{7772180b127745bb805822288195dbce,
title = "The color of money: Value-driven selectivity enhancements",
abstract = "Current behavior is largely determined by behavioral history and it{\^a}€{\texttrademark}s consequences. How environmental rewards can shape the frequency and quality of behavior, has, however, only recently come under the scrutiny of attention researchers. In this domain, it is not obvious which components of attention are affected by reward, and whether the effect involves general enhancement or is specific to discrete components of attention. Observers viewed brief displays of differentially colored letters and reported their identity. Each color signified a consistent monetary value and we measured the accuracy of identification under different color-pairing conditions. At the end of the session, observers were paid the balance earned during the experiment. By fitting a model based on the Theory of Visual Attention (Bundesen, 1990) to the data, we estimated processing speed, selectivity, visual short-term memory and the threshold for perception. Our primary hypothesis was that observers could, under data-limited conditions via brief exposure, distribute their attentional resources according to the value of the stimuli, i.e. that selectivity would be higher for high-value over lower-value targets. Importantly, our design was balanced so that the expected utility of uninformed guessing was zero, yielding no incentive to employ value-dependent response criteria. We also tested value-dependent effects on the capacity of visual-short term memory. Finally, we tested for motivational salience effects, by including conditions with color-contingent negative values. This gave an opportunity to compare high-gain with high-loss conditions. We found clear effects of value on selectivity when comparing high- and low-value conditions. When comparing equally valuable high-loss and high-gain conditions there were indications of risk-aversion, consistent with results from behavioral economics. We show that the expected value of target selection shapes the deployment of resources at very low exposure durations and can increase the capacity of VSTM in a paradigm untainted by post-perceptual effects.",
keywords = "Faculty of Social Sciences, attention, reward, visual cognition, visual memory",
author = "{\'A}sgeirsson, {{\'A}rni Gunnar} and {\'A}rni Kristj{\'a}nsson and Einarsd{\'o}ttir, {Kristin Vala} and Claus Bundesen",
year = "2014",
doi = "10.1167/14.10.499",
language = "English",
volume = "14",
pages = "499",
journal = "Journal of Vision",
issn = "1534-7362",
publisher = "Association for Research in Vision and Ophthalmology",
number = "10",
note = "Vision Sciences Society Annual Meeting : VSS 2014 ; Conference date: 16-05-2014 Through 21-05-2014",

}

RIS

TY - ABST

T1 - The color of money

T2 - Vision Sciences Society Annual Meeting

AU - Ásgeirsson, Árni Gunnar

AU - Kristjánsson, Árni

AU - Einarsdóttir, Kristin Vala

AU - Bundesen, Claus

PY - 2014

Y1 - 2014

N2 - Current behavior is largely determined by behavioral history and it’s consequences. How environmental rewards can shape the frequency and quality of behavior, has, however, only recently come under the scrutiny of attention researchers. In this domain, it is not obvious which components of attention are affected by reward, and whether the effect involves general enhancement or is specific to discrete components of attention. Observers viewed brief displays of differentially colored letters and reported their identity. Each color signified a consistent monetary value and we measured the accuracy of identification under different color-pairing conditions. At the end of the session, observers were paid the balance earned during the experiment. By fitting a model based on the Theory of Visual Attention (Bundesen, 1990) to the data, we estimated processing speed, selectivity, visual short-term memory and the threshold for perception. Our primary hypothesis was that observers could, under data-limited conditions via brief exposure, distribute their attentional resources according to the value of the stimuli, i.e. that selectivity would be higher for high-value over lower-value targets. Importantly, our design was balanced so that the expected utility of uninformed guessing was zero, yielding no incentive to employ value-dependent response criteria. We also tested value-dependent effects on the capacity of visual-short term memory. Finally, we tested for motivational salience effects, by including conditions with color-contingent negative values. This gave an opportunity to compare high-gain with high-loss conditions. We found clear effects of value on selectivity when comparing high- and low-value conditions. When comparing equally valuable high-loss and high-gain conditions there were indications of risk-aversion, consistent with results from behavioral economics. We show that the expected value of target selection shapes the deployment of resources at very low exposure durations and can increase the capacity of VSTM in a paradigm untainted by post-perceptual effects.

AB - Current behavior is largely determined by behavioral history and it’s consequences. How environmental rewards can shape the frequency and quality of behavior, has, however, only recently come under the scrutiny of attention researchers. In this domain, it is not obvious which components of attention are affected by reward, and whether the effect involves general enhancement or is specific to discrete components of attention. Observers viewed brief displays of differentially colored letters and reported their identity. Each color signified a consistent monetary value and we measured the accuracy of identification under different color-pairing conditions. At the end of the session, observers were paid the balance earned during the experiment. By fitting a model based on the Theory of Visual Attention (Bundesen, 1990) to the data, we estimated processing speed, selectivity, visual short-term memory and the threshold for perception. Our primary hypothesis was that observers could, under data-limited conditions via brief exposure, distribute their attentional resources according to the value of the stimuli, i.e. that selectivity would be higher for high-value over lower-value targets. Importantly, our design was balanced so that the expected utility of uninformed guessing was zero, yielding no incentive to employ value-dependent response criteria. We also tested value-dependent effects on the capacity of visual-short term memory. Finally, we tested for motivational salience effects, by including conditions with color-contingent negative values. This gave an opportunity to compare high-gain with high-loss conditions. We found clear effects of value on selectivity when comparing high- and low-value conditions. When comparing equally valuable high-loss and high-gain conditions there were indications of risk-aversion, consistent with results from behavioral economics. We show that the expected value of target selection shapes the deployment of resources at very low exposure durations and can increase the capacity of VSTM in a paradigm untainted by post-perceptual effects.

KW - Faculty of Social Sciences

KW - attention

KW - reward

KW - visual cognition

KW - visual memory

U2 - 10.1167/14.10.499

DO - 10.1167/14.10.499

M3 - Conference abstract in journal

VL - 14

SP - 499

JO - Journal of Vision

JF - Journal of Vision

SN - 1534-7362

IS - 10

Y2 - 16 May 2014 through 21 May 2014

ER -

ID: 124888487