Cited by 552Neural and Behavioral Psychology StudiesNeurotransmitter Receptor Influence on BehaviorNeural dynamics and brain function

More attention must be paid: The neurobiology of attentional effort

Sarter, Martin, Gehring, William J., Kozak, Rouba·2006·Brain Research Reviews

Abstract

Increases in attentional effort are defined as the motivated activation of attentional systems in response to detrimental challenges on attentional performance, such as the presentation of distractors, prolonged time-on-task, changing target stimulus characteristics and stimulus presentation parameters, circadian phase shifts, stress or sickness. Increases in attentional effort are motivated by the expected performance outcome; in the absence of such motivation, attentional performance continues to decline or may cease altogether. The beneficial effects of increased attentional effort are due in part to the activation of top-down mechanisms that act to optimize input detection and processing, thereby stabilizing or recovering attentional performance in response to challenges. Following a description of the psychological construct "attentional effort", evidence is reviewed indicating that increases in the activity of cortical cholinergic inputs represent a major component of the neuronal circuitry mediating increases in attentional effort. A neuronal model describes how error detection and reward loss, indicating declining performance, are integrated with motivational mechanisms on the basis of neuronal circuits between prefrontal/anterior cingulate and mesolimbic regions. The cortical cholinergic input system is activated by projections of mesolimbic structures to the basal forebrain cholinergic system. In prefrontal regions, increases in cholinergic activity are hypothesized to contribute to the activation of the anterior attention system and associated executive functions, particularly the top-down optimization of input processing in sensory regions. Moreover, and influenced in part by prefrontal projections to the basal forebrain, increases in cholinergic activity in sensory and other posterior cortical regions contribute directly to the modification of receptive field properties or the suppression of contextual information and, therefore, to the mediation of top-down effects. The definition of attentional effort as a cognitive incentive, and the description of a neuronal circuitry model that integrates brain systems involved in performance monitoring, the processing of incentives, activation of attention systems and modulation of input functions, suggest that 'attentional effort' represents a viable construct for cognitive neuroscience research.

Integrity signals

Registry

Crossref · 10.1016/j.brainresrev.2005.11.002

Cites

194 of 194 references verified0 citation errors · 0 not checkable

Statistics

Recomputing p-values needs the paper’s full text.

Claims the paper makes

This paper’s full text isn’t openly available, so its claims and self-check weren’t run. The registry and citation checks still apply.

Claims other papers make about this one

Each is checked against this paper’s own text: does it say what the citing paper says it does?

  • The nucleus basalis of Meynert (NBM) mediates selective and sustained visual attention.

    “The NBM mediates selective and sustained visual attention40,41”
  • The nucleus basalis of Meynert and pedunculopontine tegmental nucleus are major sources of cholinergic input to the rest of the brain and important regulators of selective attention and motivation.

    “These nuclei are major sources of cholinergic input to the rest of the brain (44-46) and are important regulators of selective attention and motivation (47-52).”
  • The effects of motivational variations of cognitive performance, specifically the mesolimbic-basal forebrain interactions that control levels of attentional effort, are readily integrated into this model.

    “Furthermore, the effects of motivational variations of cognitive performance, specifically the mesolimbic-basal forebrain interactions that control levels of attentional effort (Zmarowski et al, 2005, 2007; Sarter et al, 2006) are readily integrated into this model.”

    From Modes and models of forebrain cholinergic neuromodulation of cognition (2011) · cites this paper as Sarter et al, 2006

  • Prefrontal muscarinic recruitment of efferent circuitry may mediate top-down effects to combat performance decay from time-on-task and distractors.

    “Such prefrontal, muscarinic recruitment of efferent circuitry may mediate top-down effects in order to, for example, combat performance decay as a result of time-on-task and other performance challenges, such as distractors (Gill et al, 2000; Kozak et al, 2006; Sarter et al, 2006).”

    From Modes and models of forebrain cholinergic neuromodulation of cognition (2011) · cites this paper as Sarter et al, 2006

Cites

Flagged first, then by citations

Cited by

Sorted by citations

Authors
Sarter, M., Gehring, W. J., & Kozak, R.
Affiliations
University of Michigan (US)
Corresponding author
Sarter, Martin
Venue
Brain Research Reviews
Publisher
Elsevier BV
Published
2006-08
Volume
51
Issue
2
Pages
145-160
ISSN
0165-0173 (ISSN-L)
OpenAlex
W2062636034
Cited by
552
References
194
Citations by year
2026: 12 · 2025: 15 · 2024: 21 · 2023: 20 · 2022: 13 · 2021: 27 · 2020: 23 · 2019: 22 · 2018: 31 · 2017: 29 · 2016: 30 · 2015: 30 · 2014: 36 · 2013: 40 · 2012: 43
FWCI
2.39
Type
journal article
Language
en
Open access
closed
Locations
  • Brain Research Reviews (publishedVersion)
  • PubMed (publishedVersion)
Funders
  • National Institute of Mental Health (R01MH063114, MH073600, MH 063114, K02MH001072, R03MH073600)
  • National Institute of Neurological Disorders and Stroke (NS37026, R01NS037026)
Topics
  • Life Sciences › Neuroscience › Cognitive Neuroscience › Neural and Behavioral Psychology Studies
  • Life Sciences › Neuroscience › Cellular and Molecular Neuroscience › Neurotransmitter Receptor Influence on Behavior
  • Life Sciences › Neuroscience › Cognitive Neuroscience › Neural dynamics and brain function
Keywords
attentional effort, top-down modulation, mesolimbic system, anterior cingulate cortex, prefrontal cortex, performance monitoring, error detection, motivation, incentive processing, distractibility, time on task, circadian phase, stress, illness, executive function, receptive field modulation
MeSH terms
Animals, Attention, Brain, Cholinergic Fibers, Cognition, Humans, Models, Neurological, Motivation, Neural Pathways, Reward, Basal Nucleus of Meynert

About these checks

Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.

Statistics and arithmetic are recomputed, not judged.

Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.

What counts as a claim ›How we measure confidence ›How we check this ›

Are you an author, or do you see a problem with this page? Request a review