ArticleProceedings of the National Academy of Sciences of the United States of America2018
The computational form of craving is a selective multiplication of economic value.
Article in Proceedings of the National Academy of Sciences of the United States of America, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 13 papers.
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.
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.
Who cites it
13 citing papers in PubMed.
- Trial
- Exerting effort for non-instrumental information under risk.Scientific reports · 2026Article
- When cues take the wheel: cue-control across alcohol use disorder, binge-eating disorder, gambling disorder, and internet gaming disorder.Frontiers in psychology · 2026Review
- A computational mechanism linking momentary craving and decision-making in alcohol drinkers and cannabis users.Nature. Mental health · 2026Article
- Predicting entrepreneurship from brain structure and neural responses to risk and ambiguity.Scientific reports · 2025Article
- Human laboratory models of reward in substance use disorder.Pharmacology, biochemistry, and behavior · 2024Review
- The utility of a latent-cause framework for understanding addiction phenomena.Addiction neuroscience · 2024Article
- Craving money? Evidence from the laboratory and the field.Science advances · 2024Article
- Reversing food preference through multisensory exposure.PloS one · 2023Article
- A neuroeconomic signature of opioid craving: How fluctuations in craving bias drug-related and nondrug-related value.Neuropsychopharmacology : official publication of the American College of Neuropsychopharmacology · 2022Article
- Computational theory-driven studies of reinforcement learning and decision-making in addiction: What have we learned?Current opinion in behavioral sciences · 2021Article
- Computational models of drug use and addiction: A review.Journal of abnormal psychology · 2020Review
- Examining persistence of acute environmental enrichment-induced anti-sucrose craving effects in rats.Appetite · 2019Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
3 authors.
Funding
Abstract
Craving is thought to be a specific desire state that biases choice toward the desired object, be it chocolate or drugs. A vast majority of people report having experienced craving of some kind. In its pathological form craving contributes to health outcomes in addiction and obesity. Yet despite its ubiquity and clinical relevance we still lack a basic neurocomputational understanding of craving. Here, using an instantaneous measure of subjective valuation and selective cue exposure, we identify a behavioral signature of a food craving-like state and advance a computational framework for understanding how this state might transform valuation to bias choice. We find desire induced by exposure to a specific high-calorie, high-fat/sugar snack good is expressed in subjects' momentary willingness to pay for this good. This effect is selective but not exclusive to the exposed good; rather, we find it generalizes to nonexposed goods in proportion to their subjective attribute similarity to the exposed ones. A second manipulation of reward size (number of snack units available for purchase) further suggested that a multiplicative gain mechanism supports the transformation of valuation during laboratory craving. These findings help explain how real-world food craving can result in behaviors inconsistent with preferences expressed in the absence of craving and open a path for the computational modeling of craving-like phenomena using a simple and repeatable experimental tool for assessing subjective states in economic terms.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
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.