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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 We searched for published, unpublished, and gray literature (PhD theses, posters, conference papers) through the following databases: MEDLINE, Scopus, PsycINFO, Embase, OSF, and Google Scholar.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.
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http://dx.doi.org/10.3758/s13415-024-01230-8 | DOI Listing |
Physiol Behav
August 2025
Department of Nutrition, Gillings School of Global Public Health, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA; Monell Chemical Senses Center, Philadelphia, PA 19104, USA; Biomedical Research Imaging Center, University of North Carolina, Chapel Hill, NC 27514, USA. Electro
Our modern food environment is full of highly palatable, ultra-processed foods that influence our eating behaviors. The reinforcement learning framework posits that some individuals readily assign motivational value to environmental cues (e.g.
View Article and Find Full Text PDFBehav Processes
August 2025
Washington College, 300 Washington Avenue, Chestertown, MD 21620, USA. Electronic address:
Pavlovian Lever Autoshaping (PLA) is a common method for assessing individual differences in addiction vulnerability, while the Morris water maze (MWM) dual solution task may hold promise as a complimentary behavioral assay. In this procedure, brief lever insertion predicts delivery of a food pellet, non-contingent upon behavior. Sign-trackers preferentially interact with the lever, while goal-trackers preferentially interact with the foodcup.
View Article and Find Full Text PDFAddict Biol
June 2025
Department of Psychology, University of Bologna, Cesena, Italy.
A recent study by Hakus et al. (2025) demonstrated sex-associated differences in Pavlovian phenotypes in rodents, with females more likely to exhibit sign-tracking behaviour and males more likely to exhibit goal-tracking behaviour. In the present work, we provide evidence that similar patterns emerge in humans.
View Article and Find Full Text PDFPLoS One
May 2025
École de Psychologie, Université de Moncton, Moncton, New-Brunswick, Canada.
Classifying behaviors in research often relies on predetermined or subjective cutoff values, which can introduce inconsistencies and reduce objectivity. For example, in Pavlovian conditioning studies, rodents display diverse behaviors which can be quantified using the Pavlovian Conditioning Approach (PavCA) Index score. This score is used to categorize subjects as sign-trackers (ST), goal-trackers (GT), or intermediate (IN) groups, but the cutoff values used to distinguish these categories are often arbitrary and inconsistent.
View Article and Find Full Text PDFJ Neurosci
June 2025
Department of Neuroscience, University of Pittsburgh, Pittsburgh, Pennsylvania 15260
When a cue is located away from its associated reward, some animals will learn to approach the site of reward (goal-tracking behavior) while others will approach the cue (sign-tracking behavior). The acquisition of sign tracking, but not goal tracking, is dependent on dopamine in the nucleus accumbens (NAc), and we have previously demonstrated that reward-evoked activity in the NAc core may reflect different patterns of dopamine release in sign tracker versus goal tracker individuals. However, a causal relationship among dopamine release, NAc activity, and sign tracking has not been established.
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