Evidence map›Paper›PMID 39496905›Full record

ArticleCognitive, affective & behavioral neuroscience2025

Implementations of sign- and goal-tracking behavior in humans: A scoping review.

Michelle Heck, Nancy Durieux, Patrick Anselme, Etienne Quertemont

Erratum issuedAbstract readScoping Review
PubMed Publisher
In one paragraph

Article in Cognitive, affective & behavioral neuroscience, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. Cited by 13 papers.

0numbers the graph read from it
0cells of the map it votes in
13citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

13 citing papers in PubMed.

  1. Article
  2. Article
  3. Prediction and Prioritisation: How Reward Learning Shapes Attentional Capture.Quarterly journal of experimental psychology (2006) · 2026
    Review
  4. Review
  5. Appetitive Pavlovian conditioning in two inclusive kindergarten classrooms.Journal of the experimental analysis of behavior · 2026
    Article
  6. Article
  7. Reduced Pavlovian Value Updating Alters Decision-Making in Sign-Trackers.The Journal of neuroscience : the official journal of the Society for Neuroscience · 2026
    Article
  8. Review
  9. Review
  10. Article
  11. Article
  12. Article
  13. Article
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

4 authors.

Michelle HeckQuantitative Psychology, Neuroscience of Cognition - PsyNCog, Université de Liège, Place Des Orateurs 2, B4000, Liege, Belgium. m.heck@uliege.be.ORCID 0000-0001-8382-1581
Nancy DurieuxResearch Unit for a Life-Course Perspective On Health & Education - RUCHE, Université de Liège, Place Des Orateurs 2, 4000, Liège, Belgium.ORCID 0000-0002-4688-293X
Patrick AnselmeRuhr-University Bochum, 44780, Bochum, Germany.ORCID 0000-0001-6650-0962
Etienne QuertemontQuantitative Psychology, Neuroscience of Cognition - PsyNCog, Université de Liège, Place Des Orateurs 2, B4000, Liege, Belgium.ORCID 0000-0002-9859-0779

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Animal research has identified two major phenotypes in the tendency to attribute incentive salience to a reward-associated cue. Individuals called "sign-trackers" (STs) preferentially approach the cue, assigning both predictive and incentive values to it. In contrast, individuals called "goal-trackers" (GTs) preferentially approach the location of the upcoming reward, assigning only a predictive value to the cue. The ST/GT model has been shown to be relevant to understanding addiction vulnerability and other pathological behaviors in animals. Therefore, recent studies tried to implement this animal model in the human population. This scoping review aimed to identify and map evidence of human sign- and goal-tracking. Studies that explicitly measured human sign- and goal-tracking or related phenomena (e.g., attentional bias induced by reward-related cues), using paradigms in line with the animal model, were eligible for this review. We searched for published, unpublished, and gray literature (PhD theses, posters, conference papers) through the following databases: MEDLINE, Scopus, PsycINFO, Embase, OSF, and Google Scholar. The JBI scoping review methodology was adopted. Screening and extraction were carried out by three reviewers, in pairs. A total of 48 studies were identified. These studies used various experimental paradigms and used the term "sign-tracking" inconsistently, sometimes implicitly or not at all. We conclude that the literature on human sign-tracking is very heterogeneous on many levels. Overall, evidence supports the existence of sign- and goal-tracking behaviors in humans, although further validated research is crucially needed.

Indexed as

AttentionCuesGoalsMotivationRewardAnimalsHumansAddictionAnimal modelAttentionEye-trackingIncentive salienceMotivationPavlovian conditioned approach

Identifiers

What OpenQuestion holds

Textmetadata
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.