Dr. Schultz studies how the brain, particularly areas like the amygdala and dopamine neurons, influences the way decisions are made about rewards. He examines both the neurological basis for these choices and how they relate to broader themes like motivation and economic behavior. His research often involves primates to understand how these decision-making processes can inform our understanding of disorders affecting motivation and risk assessment, such as addiction and depression. Dr. Schultz also explores issues related to underrepresented students in STEM fields, and investigates practical techniques, including computer vision and deep learning, that can improve clinical assessments in diseases like ulcerative colitis.
Key findings
Dopamine neurons in monkeys track the value of rewards in real-time, with findings showing significant differences based on the perceived worth of rewards even when they were physically the same.
In a study of 506 households in Indonesia, strong community ties and environmental awareness were found to enhance waste management behaviors, highlighting that support systems significantly affect behavioral changes.
Using advanced computer vision techniques, the Cumulative Disease Score showed patients treated with ustekinumab had significantly lower disease severity at 8 weeks (141.9 vs 184.3) and 44 weeks (78.2 vs 151.5) compared to the placebo group.
Deep learning models matched expert evaluations for disease activity in Crohn's disease and ulcerative colitis with accuracy rates between 65% and 89%, demonstrating the potential for AI to improve disease monitoring.
The study on the amygdala revealed that it processes social risks differently than non-social risks, with 75% of participants showing a preference for avoiding social risks, emphasizing the need for tailored decision-making models.
Frequently asked questions
Does Dr. Schultz study how the brain makes decisions about rewards?
Yes, Dr. Schultz focuses on how different brain areas, especially those related to dopamine, influence decision-making and value assessment in response to rewards.
What conditions are relevant to Dr. Schultz's research?
His research is particularly relevant to conditions like addiction, depression, and motivation-related disorders that affect decision-making processes.
How might Dr. Schultz's work help improve treatment for patients?
By understanding the neural mechanisms underlying decision-making, his research can lead to better treatment strategies for addiction and other disorders related to motivation and reward.
Does Dr. Schultz's research impact education for underrepresented students?
Yes, he investigates how the experiences of underrepresented students in STEM are affected by community support, which can inform strategies to encourage their persistence in these fields.
What innovative techniques does Dr. Schultz use in his research?
He employs advanced technologies like computer vision and deep learning to improve clinical assessments in diseases such as ulcerative colitis.
Publications in plain English
Full dopamine coding of basic economic subjective value: Utility and weighted probability.
2026
Cell reports
Ferrari-Toniolo S, Seak LCU, Schultz W
Plain English Researchers studied how dopamine neurons in monkeys represent the value of uncertain rewards by looking at two main factors: the basic worth of the reward (utility) and the likelihood of receiving it (weighted probability). They found that these neurons accurately reflect a combination of these factors when monkeys make choices about rewards, indicating that both aspects play a significant role in how rewards are valued. This understanding could enhance our knowledge of how decisions are made, which is important for addressing issues related to motivation and reward in various disorders.
Who this helps: This helps researchers and healthcare professionals working with patients who have decision-making or motivation-related issues.
Value coding by primate amygdala neurons complies with the continuity axiom of economic choice theory.
2026
Journal of neurophysiology
Grabenhorst F, Schultz W, Ferrari-Toniolo S
Plain English Researchers studied how neurons in the amygdala of macaque monkeys help in making decisions by encoding the value of different rewards. They found that these neurons respond to both the likelihood of receiving a reward and its size, behaving in a way that reflects economic principles—specifically that decisions should balance the probability and magnitude of rewards. This matters because it shows that the amygdala plays a critical role in translating complex value assessments into actual choices.
Who this helps: This information helps researchers and neuroscientists better understand decision-making processes in the brain, which could benefit patients with disorders that affect decision-making.
Social Risk Coding by Amygdala Activity and Connectivity with the Dorsal Anterior Cingulate Cortex.
2025
The Journal of neuroscience : the official journal of the Society for Neuroscience
Kim JC, Zangemeister L, Tobler PN, Schultz W, Grabenhorst F
Plain English This study looked at how the brain responds to risks in social situations compared to non-social ones, using brain scans of 20 volunteers. Researchers found that the amygdala, a brain area involved in emotion, reacted more to social risks, and 75% of participants preferred avoiding risks when it came to social choices. This matters because understanding how our brains process social risks can help improve decision-making models in social settings, which can have implications for everything from personal relationships to economic decisions.
Who this helps: This helps patients and professionals in psychology and social sciences.
Predictors of waste management behaviours in coastal communities in Indonesia: The role of community attachment and environmental concern.
2025
Marine pollution bulletin
Voronkova A, Wyles K, Syamsiyah N, Sudarso, Soedjono E +4 more
Plain English This study looked at how people's feelings about their community and their concern for the environment affect how they manage waste in coastal areas of Indonesia, specifically Java and Bali. Researchers surveyed 506 households and found that strong community ties and environmental awareness help people manage waste better, although they affect different types of behaviors in different ways. The study also showed that improving waste management infrastructure can change some behaviors, but not all. This is important because it highlights that both community feelings and practical resources are needed to effectively tackle waste issues.
Who this helps: Coastal communities and local governments aiming to reduce plastic pollution.
Fluorescence detection of dopamine signaling to the primate striatum in relation to stimulus-reward associations.
2025
Proceedings of the National Academy of Sciences of the United States of America
Yan G, Amita H, Nonomura S, Inoue KI, Schultz W +1 more
Plain English Researchers studied how dopamine signals in the brains of monkeys are linked to rewards. They found that when the monkeys anticipated a reward, there were specific changes in dopamine release in two parts of the brain: the anterior putamen and the head of the caudate nucleus. This matters because understanding these signals can help us learn more about how our brains process rewards and make decisions.
Who this helps: This research benefits scientists and medical professionals studying brain function and reward mechanisms.
Distal outcomes of communal goal mismatch: a longitudinal study of underrepresented students in STEM.
2025
Frontiers in psychology
Bonilla A, Schultz W, Woodcock A, Hernandez PR
Plain English This study examined how the fit between students' communal goals and their experiences in STEM (science, technology, engineering, and math) fields affects their future plans and sense of identity in these areas. It found that students who felt they had fewer opportunities to achieve their communal goals were less likely to want to pursue a career in STEM and didn't develop a strong STEM identity; for example, students with insufficient communal support showed a decrease in their career intentions about one year later. Understanding this connection is important because it can help universities create better environments for underrepresented students, encouraging them to stay in STEM fields.
Who this helps: This research helps underrepresented students in STEM.
Dopamine neurons encode trial-by-trial subjective reward value in an auction-like task.
2024
bioRxiv : the preprint server for biology
Hill DF, Hickman RW, Al-Mohammad A, Stasiak A, Schultz W
Plain English The study looked at how dopamine neurons in male rhesus monkeys responded to their personal value of juice rewards during an auction-like task, where they placed bids based on how much they wanted the rewards. The researchers found that even when the rewards were the same, the monkeys' bids changed depending on their immediate feelings about the rewards, driven by dopamine activity. This is important because it helps us understand how our brains process the value of rewards in real-time, which could impact how we approach decision-making and motivation.
Who this helps: This research helps scientists and psychologists studying motivation and decision-making in both animals and humans.
Deep Learning Models Capture Histological Disease Activity in Crohn's Disease and Ulcerative Colitis with High Fidelity.
2024
Journal of Crohn's & colitis
Rymarczyk D, Schultz W, Borowa A, Friedman JR, Danel T +10 more
Plain English Researchers studied how well deep learning models can analyze tissue images to assess disease activity in inflammatory bowel diseases, specifically Crohn's disease and ulcerative colitis. They found that their best model accurately matched expert evaluations between 65% and 89% of the time and could clearly identify disease features with accuracies as high as 94%. This is important because it means that AI could improve the speed and accuracy of disease assessment, potentially leading to better treatment outcomes.
Who this helps: This helps patients with Crohn's disease and ulcerative colitis by providing more accurate monitoring of their disease activity.
Using Computer Vision to Improve Endoscopic Disease Quantification in Therapeutic Clinical Trials of Ulcerative Colitis.
2024
Gastroenterology
Stidham RW, Cai L, Cheng S, Rajaei F, Hiatt T +9 more
Plain English This research looked at how computer vision technology can enhance the way doctors assess ulcerative colitis during clinical trials. The study found that the new Cumulative Disease Score (CDS) showed lower disease severity for patients treated with ustekinumab compared to those receiving a placebo at both 8 weeks (141.9 vs 184.3) and 44 weeks (78.2 vs 151.5), with very strong statistical significance (P < .0001). The CDS was more sensitive to changes in disease severity than the traditional Mayo Endoscopic Score (MES), needing 50% fewer patients to notice differences between treatments, which could lead to more effective evaluations in future studies.
Who this helps: This benefits patients with ulcerative colitis by providing more accurate assessments of treatment effects.
Proceedings of the National Academy of Sciences of the United States of America
Schultz W
Plain English This research studied how dopamine, a chemical in the brain, influences our ability to seek rewards. The findings showed that when monkeys and rodents experience a boost in dopamine, they are likely to repeat actions that produced that feeling, effectively driving them to seek better rewards each time. This is important because it explains how our brains adapt and change to help us achieve more satisfying results, but it also suggests that this increasing desire for rewards can lead to feelings of restlessness or greed.
Who this helps: This research benefits scientists and psychologists studying motivation and behavior in both humans and animals.
Interventions to Increase Affordable Care Act Marketplace Enrollment: A Systematic Review and Meta-Analysis.
2024
Population health management
Martin L, Feher A, Schultz W, Safran E, Cohen AK
Plain English This study looked at how different strategies to encourage people to sign up for health insurance through the Affordable Care Act (ACA) could boost enrollment. It analyzed 34 studies involving over 18 million people and found that using support to help individuals enroll led to a 2% increase in sign-ups, while simply providing information resulted in a smaller 0.6% increase. This is significant because for every 1,000 people helped with support, roughly 9 more signed up for insurance, meaning that effective support can greatly improve access to healthcare.
Who this helps: This helps uninsured individuals eligible for ACA coverage by making it easier for them to get health insurance.
Dopamine neurons encode trial-by-trial subjective reward value in an auction-like task.
2024
Nature communications
Hill DF, Hickman RW, Al-Mohammad A, Stasiak A, Schultz W
Plain English The researchers studied how dopamine neurons in the brains of monkeys respond to the value they place on rewards during an auction-like task for juice. They found that the monkeys' bids varied from trial to trial, even for rewards that were physically the same, showing that dopamine neurons tracked these changes in the monkeys' personal valuation rather than the actual size of the reward. This is important because it reveals how our brains process the value of rewards in real-time, which can inform treatments for conditions like addiction or motivation disorders.
Who this helps: This helps patients with addiction or motivation issues by improving treatment strategies.
Where do "chemical imbalance" beliefs come from? Evaluating the impact of different sources.
2024
Frontiers in psychology
Schroder HS, Tovey J, Forer R, Schultz W, Kneeland ET +1 more
Plain English This study looked at where college students get the idea that depression is caused by a "chemical imbalance" and how strongly they believe it. Researchers found that out of 1,219 students, the most common sources influencing this belief were classrooms, the internet, friends, and healthcare providers. Interestingly, only hearing this explanation from healthcare providers significantly increased the students' belief in it, regardless of their personal mental health history.
Who this helps: This helps doctors and mental health providers improve how they communicate about depression.
Worth the work? Monkeys discount rewards by a subjective adapting effort cost.
2023
bioRxiv : the preprint server for biology
Burrell M, Pastor-Bernier A, Schultz W
Plain English This study looked at how monkeys make decisions involving rewards and the effort needed to get those rewards. The researchers found that monkeys evaluate the value of a reward by weighing it against the effort required, and that this evaluation is influenced by their previous experiences with effort. Specifically, they discovered that monkeys are more willing to exert effort if they have successfully done so in prior trials, showing that their effort costs are adjusted based on their past experiences.
Who this helps: This benefits researchers and psychologists studying decision-making in both animals and humans.
Systematic comparison of risky choices in humans and monkeys.
2023
bioRxiv : the preprint server for biology
Seak LCU, Ferrari-Toniolo S, Jain R, Nielsen K, Schultz W
Plain English Researchers compared how humans and monkeys make risky choices to better understand the brain processes behind these decisions. They found that both species make similar risky choices, but the way they value those choices differs. This matters because it shows that both humans and monkeys share fundamental decision-making processes, which could help us learn more about the brain mechanisms involved in making choices.
Who this helps: This helps researchers studying decision-making in both humans and animals.
Mechanisms of adjustments to different types of uncertainty in the reward environment across mice and monkeys.
2023
Cognitive, affective & behavioral neuroscience
Woo JH, Aguirre CG, Bari BA, Tsutsui KI, Grabenhorst F +4 more
Plain English This study looked at how mice and monkeys learn to make choices when they face unpredictable rewards. Researchers found that mice were slower to learn and forget more easily when there was uncertainty about which reward option was better, while monkeys were affected differently. This matters because understanding these differences can help improve training and decision-making strategies for animals and, by extension, humans.
Who this helps: This helps researchers studying animal behavior and decision-making.
Studying neural responses for multi-component economic choices in human and non-human primates using concept-based behavioral choice experiments.
2023
STAR protocols
Pastor-Bernier A, Volkmann K, Chi U Seak L, Stasiak A, Plott CR +1 more
Plain English This study looked at how humans and monkeys make choices when rewards have different features, like taste and size. Researchers found that our brains respond to these rewards in a simplified way, treating them as just one value rather than considering all their traits. This matters because understanding how we value complex rewards can improve our knowledge of decision-making processes in both animals and humans.
Who this helps: This helps researchers and psychologists who study decision-making and reward processing.
Worth the Work? Monkeys Discount Rewards by a Subjective Adapting Effort Cost.
2023
The Journal of neuroscience : the official journal of the Society for Neuroscience
Burrell M, Pastor-Bernier A, Schultz W
Plain English This study looked at how monkeys make choices between different rewards based on the effort required to obtain them. Researchers found that monkeys adjust their willingness to work for a reward depending on what they have experienced in the past—essentially balancing the reward's value against the effort needed, with experience influencing this balance. In their experiments, when the monkeys had previously faced effortful tasks, they were more willing to put in effort for rewards.
Who this helps: This helps researchers and psychologists understand decision-making in both animals and humans.
Reliable population code for subjective economic value from heterogeneous neuronal signals in primate orbitofrontal cortex.
2023
Neuron
Ferrari-Toniolo S, Schultz W
Plain English This study looked at how brain signals in monkeys relate to their choices about economic rewards, which can vary in value and probability. Researchers found that while individual brain cells in the orbitofrontal cortex often sent mixed signals that didn't align with the monkeys' choices, the overall signals from groups of these cells did correspond well with the choices made. This matters because it shows that despite individual cells being unreliable, groups of neurons can effectively represent complex value decisions.
Who this helps: This helps researchers and neuroscientists better understand how the brain processes value-based decisions.
A view-based decision mechanism for rewards in the primate amygdala.
2023
Neuron
Grabenhorst F, Ponce-Alvarez A, Battaglia-Mayer A, Deco G, Schultz W
Plain English Researchers studied how monkeys make decisions about rewards based on what they see. They found that neurons in a brain area called the amygdala process information about their current view, comparing different objects without focusing on specific details. This helps monkeys quickly choose the best option by organizing their thoughts in a way that allows for efficient decision-making.
Who this helps: This benefits researchers and psychologists studying decision-making in animals and humans.
Comparing utility functions between risky and riskless choice in rhesus monkeys.
2022
Animal cognition
Bujold PM, Seak LCU, Schultz W, Ferrari-Toniolo S
Plain English This study looked at how rhesus monkeys make choices when faced with risky options (like gambling) versus safe options (like a guaranteed reward). The researchers found that the way the monkeys valued these risky and riskless choices was different, indicating they use separate mental processes for each type of decision. Understanding these differences is important for developing better models of decision-making, which could have implications for both animal and human behavior.
Who this helps: This research helps scientists studying decision-making processes in both animals and humans.
Reward Value Revealed by Auction in Rhesus Monkeys.
2022
The Journal of neuroscience : the official journal of the Society for Neuroscience
Al-Mohammad A, Schultz W
Plain English This study tested a new auction method on rhesus monkeys to determine how much they value different amounts of juice. The monkeys consistently placed bids that reflected their actual preferences, showing that this auction approach provides accurate insights into their reward values. This matters because it simplifies how we measure the value of rewards in animals, allowing researchers to gather data more efficiently in single trials rather than averaging results over many choices.
Who this helps: This helps researchers studying animal behavior and economic choice.
Risky choice: Probability weighting explains independence axiom violations in monkeys.
2022
Journal of risk and uncertainty
Ferrari-Toniolo S, Seak LCU, Schultz W
Plain English This study looked at how monkeys make choices between risky options and whether their preferences change when both options are adjusted the same way. Researchers found that while the monkeys had a low rate of outright preference changes (8%), there were significant variations in their choices (46%) when faced with different gamble options. The findings indicate that the way the monkeys weigh probabilities is better explained by a newer model (Cumulative Prospect Theory) rather than traditional models, which helps us understand decision-making processes.
Who this helps: This helps researchers studying decision-making in both animals and humans.
Nonhuman Primates Satisfy Utility Maximization in Compliance with the Continuity Axiom of Expected Utility Theory.
2021
The Journal of neuroscience : the official journal of the Society for Neuroscience
Ferrari-Toniolo S, Bujold PM, Grabenhorst F, Báez-Mendoza R, Schultz W
Plain English This study examined how rhesus macaque monkeys make choices involving risks by testing a key idea from economic theory called the continuity axiom. The researchers found that the monkeys’ choices reflect a clear pattern: they weigh the size of rewards against the likelihood of receiving them, similar to how humans make decisions about risky options. Specifically, the monkeys' behavior aligned with the expectations of the theory, supporting the existence of a numerical system for valuing choices that could also be used to analyze brain activity related to decision-making.
Who this helps: This research benefits scientists studying decision-making processes in both animals and humans.
Single-Dimensional Human Brain Signals for Two-Dimensional Economic Choice Options.
2021
The Journal of neuroscience : the official journal of the Society for Neuroscience
Seak LCU, Volkmann K, Pastor-Bernier A, Grabenhorst F, Schultz W
Plain English This study looked at how the brain responds to different choices that have multiple rewards, like the taste and size of food. Researchers used brain imaging to find that specific areas of the brain, such as the striatum and orbitofrontal cortex, reacted in a way that showed they understood the overall value of these rewards based on different preferences. They found that these brain areas processed the various components together, suggesting a more complex way of understanding rewards than just individual parts.
Who this helps: This helps researchers and psychologists understand how people value different rewards, which can improve decision-making strategies in patients and individuals with brain impairments.
Functions of primate amygdala neurons in economic decisions and social decision simulation.
2021
Behavioural brain research
Grabenhorst F, Schultz W
Plain English This study focused on how certain brain cells in the amygdala of monkeys are involved in making decisions about rewards and predicting what others might choose. Researchers found that individual amygdala neurons can signal the value of rewards and the choices made based on those values, revealing that these neurons are actively involved in decision-making processes. This is important because it helps us understand how our brains process rewards and social interactions, which can inform treatments for issues related to social cognition and mental health in humans.
Who this helps: Patients with social cognition issues and mental health disorders.
Adaptation of utility functions to reward distribution in rhesus monkeys.
2021
Cognition
Bujold PM, Ferrari-Toniolo S, Schultz W
Plain English This study looked at how rhesus monkeys adjust their value of rewards based on what they have received in the past. Researchers found that the monkeys' preferences changed over time, depending on their previous experiences with rewards. For instance, after experiencing different reward amounts for weeks, the monkeys demonstrated that their expectations shifted but they didn’t completely forget past rewards, which influenced how they valued future ones.
Who this helps: This helps researchers and psychologists understand animal behavior, which can also inform how humans make decisions based on past experiences.
Reward-specific satiety affects subjective value signals in orbitofrontal cortex during multicomponent economic choice.
2021
Proceedings of the National Academy of Sciences of the United States of America
Pastor-Bernier A, Stasiak A, Schultz W
Plain English This study looked at how feeling full affects our perception of the value of different rewards when making choices. Researchers found that the brain's response to the value of rewards changes when animals are sated, with the orbitofrontal cortex showing a decrease in value signals for those rewards. Specifically, when monkeys were presented with food options, their brain activity reflected this reduced value, showing a clear link between being full and how they valued their choices.
Who this helps: This research benefits psychologists and neuroscientists studying decision-making and reward processing.
Experimentally revealed stochastic preferences for multicomponent choice options.
2020
Journal of experimental psychology. Animal learning and cognition
Pastor-Bernier A, Volkmann K, Stasiak A, Grabenhorst F, Schultz W
Plain English This study looked at how people make choices when faced with rewards that have multiple qualities, like the taste and size of milkshakes. Researchers found that when people had to choose between different milkshakes, they showed consistent preferences for combining the two qualities, similar to how experienced monkeys made their choices. This understanding of how we weigh different aspects of options helps clarify decision-making processes and can inform future research on both normal and problematic economic choices.
Who this helps: This helps researchers and psychologists studying decision-making in both humans and animals.
Retrospective Valuation of Experienced Outcome Encoded in Distinct Reward Representations in the Anterior Insula and Amygdala.
2020
The Journal of neuroscience : the official journal of the Society for Neuroscience
Vestergaard MD, Schultz W
Plain English This study looked at how our brains evaluate experiences over time and how that affects our decisions about whether to repeat them. Researchers scanned the brains of 27 men and discovered that the amygdala accurately tracks the overall value of experiences, while the anterior insula can lower that value if there are temporary negative moments. Specifically, the study found that those who make better decisions focus more on the overall experience rather than getting overly influenced by moments of decline.
Who this helps: This helps patients facing choices about treatments or therapies based on their past experiences.
An Open Resource for Non-human Primate Optogenetics.
2020
Neuron
Tremblay S, Acker L, Afraz A, Albaugh DL, Amita H +93 more
Plain English This study created a shared database to track experiments using optogenetics, a technique that uses light to control brain activity, in non-human primates (NHPs). So far, 45 labs have contributed over 1,000 experiments, many of which had not been published before, providing valuable information on what works and what doesn't. This resource is important because it helps researchers make better decisions, potentially leading to more successful experiments that could advance our understanding of the brain.
Who this helps: Researchers working with non-human primates.
Probability Distortion Depends on Choice Sequence in Rhesus Monkeys.
2019
The Journal of neuroscience : the official journal of the Society for Neuroscience
Ferrari-Toniolo S, Bujold PM, Schultz W
Plain English This study explored how the order in which monkeys make choices affects their understanding of chance. Researchers found that when presented with repeated options, monkeys showed a systematic underestimation of high-probability rewards (an S-shaped distortion), while a mix of options led to a typical overestimation of low-probability rewards (an inverse-S-shaped distortion). This matters because it challenges the idea that our understanding of probabilities is fixed, highlighting how recent experiences can change decision-making.
Who this helps: This helps researchers studying decision-making in animals and humans.
Primate Amygdala Neurons Simulate Decision Processes of Social Partners.
2019
Cell
Grabenhorst F, Báez-Mendoza R, Genest W, Deco G, Schultz W
Plain English This study focused on how monkeys learn about the value of rewards by watching their peers. Researchers found that certain neurons in the monkeys' amygdala not only tracked the value of different objects but also seemed to simulate the decision-making processes of their fellow monkeys, predicting their choices accurately. This is important because it shows how primates, including humans, can understand and anticipate the thoughts and actions of others, enhancing their social interactions.
Who this helps: This helps researchers studying social behavior and decision-making in both animals and humans.
Primate prefrontal neurons signal economic risk derived from the statistics of recent reward experience.
2019
eLife
Grabenhorst F, Tsutsui KI, Kobayashi S, Schultz W
Plain English This study looked at how certain brain cells in monkeys process economic risk based on their past rewards rather than explicit information about risk. Researchers found that neurons in a specific part of the brain, called the dorsolateral prefrontal cortex, changed their signals to reflect the risk of different choices based on the rewards the monkeys had experienced, which shows that these neurons can calculate risk from past experiences. This matters because understanding how the brain assesses risk can help improve decision-making theories and assist in treating conditions related to risk assessment, like addiction and anxiety.
Who this helps: This helps patients dealing with anxiety and addiction, as well as doctors looking to support their treatment strategies.
Recent advances in understanding the role of phasic dopamine activity.
2019
F1000Research
Schultz W
Plain English Researchers studied how dopamine in the brain affects learning and decision-making, particularly how it signals rewards and influences behavior. They found that certain dopamine signals are involved not just in predicting rewards, but also in responding to negative stimuli, affecting how we act in different situations. Understanding these signals improves our grasp of how rewards and motivations shape our choices, which is important for fields like psychology and economics.
Who this helps: This helps patients, doctors, and researchers better understand behaviors related to rewards and motivations.
Orbitofrontal signals for two-component choice options comply with indifference curves of Revealed Preference Theory.
2019
Nature communications
Pastor-Bernier A, Stasiak A, Schultz W
Plain English This study looked at how monkeys' brains process complex choices that involve multiple options, like different juice combinations. Researchers found that certain brain signals in the orbitofrontal cortex could represent these choices as simple values, following patterns called indifference curves, and that these signals were consistent across different mixtures that the monkeys preferred equally. This is important because it helps us understand how the brain simplifies complex decision-making into manageable signals, providing insight into how choices are made in both monkeys and potentially humans.
Who this helps: This helps researchers and psychologists studying decision-making in both animals and humans.
Neural activity in human ventromedial prefrontal cortex reflecting the intention to save reward.
2019
Social cognitive and affective neuroscience
Zangemeister L, Grabenhorst F, Schultz W
Plain English This study looked at how our brains react when we decide to save options for a future reward. Researchers found that in a part of the brain called the ventromedial prefrontal cortex (vmPFC), brain activity linked closely to how much participants wanted to save before they made their choices. Specifically, the brain signals in this area showed a strong correlation with the participants' stated willingness to save.
Who this helps: This information helps researchers and psychologists understand more about decision-making processes in patients dealing with impulse control issues.
Neural encoding of choice during a delayed response task in primate striatum and orbitofrontal cortex.
2018
Experimental brain research
Cromwell HC, Tremblay L, Schultz W
Plain English This study looked at how certain areas in the brain, specifically the striatum and orbitofrontal cortex, respond when making choices between rewards. Researchers found that these brain regions showed different levels of activity depending on whether monkeys had to choose between two rewards or just one, with a clear increase in response when there were multiple rewards to consider. Understanding how the brain processes choices can help us learn more about decision-making, which is important for improving strategies in areas like addiction and mental health.
Who this helps: This research benefits patients dealing with decision-making disorders and mental health professionals.
Been There, Done That: A Practical Primer for Veterinarians Considering Inclusion of Small Animal Theriogenology Services in Their Practice.
2018
The Veterinary clinics of North America. Small animal practice
Barber J, Settle K, Schultz W
Plain English This paper examines the benefits for veterinarians considering adding reproductive services for small animals, known as theriogenology, to their practices. It found that introducing these services can increase profitability and attract loyal breeder clients who often return for more services; they also refer new pet owners for general care. By diversifying their offerings, veterinarians can enhance their reputation and the overall efficiency of their practice.
Who this helps: This benefits veterinarians looking to expand their services and improve their business.
Predictive coding of the statistical parameters of uncertain rewards by orbitofrontal neurons.
2018
Behavioural brain research
O'Neill M, Schultz W
Plain English This study looked at how certain brain cells in the orbitofrontal cortex respond to uncertain rewards, like predicting how much money you might win from a game. Researchers found that these brain cells can code information about the expected value of a reward and how risky it is, with different groups of cells focusing on specific aspects of this information. Understanding how the brain processes uncertain rewards is important because it gives insights into decision-making in everyday life and helps explain behaviors like gambling or risk-taking.
Who this helps: This helps patients dealing with decision-making difficulties, especially those with anxiety or addiction issues.
Continued need for non-human primate neuroscience research.
2018
Current biology : CB
Mitchell AS, Thiele A, Petkov CI, Roberts A, Robbins TW +2 more
Plain English This study highlights the importance of conducting neuroscience research with non-human primates (NHPs), which has significantly advanced our understanding of the human brain and led to effective treatments for brain disorders. Despite facing challenges, this type of research is essential as mental health and neurodegenerative diseases continue to rise. Efforts are being made to improve the welfare of NHPs in these studies, which allows for high-quality research while minimizing harm.
Who this helps: This helps patients with brain disorders and those involved in their treatment.
Monkeys choose as if maximizing utility compatible with basic principles of revealed preference theory.
2017
Proceedings of the National Academy of Sciences of the United States of America
Pastor-Bernier A, Plott CR, Schultz W
Plain English In this study, researchers observed rhesus monkeys making choices between two different liquid options to see if their selections showed a desire to get the best combination, similar to how humans make consumer choices. They found that the monkeys consistently traded off one liquid for another in a way that suggested they were trying to maximize their enjoyment, following a pattern that showed their preferences were stable and logical. This is important because it provides evidence that the principles of economic choice theory can apply to animals, which sheds light on decision-making processes in both humans and animals.
Who this helps: This helps researchers studying animal behavior and decision-making, as well as understanding consumer choices in humans.
Dopamine Modulates Adaptive Prediction Error Coding in the Human Midbrain and Striatum.
2017
The Journal of neuroscience : the official journal of the Society for Neuroscience
Diederen KM, Ziauddeen H, Vestergaard MD, Spencer T, Schultz W +1 more
Plain English This study looked at how dopamine, a brain chemical, affects our ability to learn from variable rewards. Researchers gave participants medications that changed dopamine activity and had them predict rewards while undergoing brain scans. They found that when dopamine was reduced, participants struggled to learn from rewards, showing that normal dopamine function is essential for effectively adapting to changing situations.
Who this helps: This research benefits patients with mental health issues related to dopamine disruptions, like those suffering from psychosis.
The phasic dopamine signal maturing: from reward via behavioural activation to formal economic utility.
2017
Current opinion in neurobiology
Schultz W, Stauffer WR, Lak A
Plain English This study examined how dopamine, a brain chemical related to rewards, helps us learn and make decisions. Researchers found that dopamine signals have two key parts: one that responds to the presence of stimuli and another that measures how valuable those stimuli are. By activating dopamine in monkeys, they observed changes in learning and decision-making, suggesting that these signals play a crucial role in how we assess value and make economic choices.
Who this helps: This research helps neuroscientists and psychologists understand how the brain processes rewards, which can improve therapies for patients with decision-making disorders.
Plain English This study looks at how brain cells that produce a chemical called dopamine signal when we experience unexpected rewards. It found that these signals help us learn and make decisions by highlighting when things turn out better or worse than we expected. Understanding this process is important because it can explain how we form habits and make choices in daily life.
Who this helps: This helps patients and anyone trying to understand how habits are formed and decisions are made.
Sequential neuromodulation of Hebbian plasticity offers mechanism for effective reward-based navigation.
2017
eLife
Brzosko Z, Zannone S, Schultz W, Clopath C, Paulsen O
Plain English Researchers studied how two brain chemicals, acetylcholine and dopamine, influence learning patterns in the brain, particularly in the hippocampus, which is important for navigation and memory. They found that when acetylcholine is applied first, it promotes weakening connections between brain cells, and then dopamine, when applied afterward, strengthens those connections, allowing for effective learning related to rewards. This process helps the brain adapt and find rewards more efficiently, similar to how animals forage for food.
Who this helps: This benefits patients with learning or memory difficulties, as well as researchers studying brain function.
Author Correction: A dynamic code for economic object valuation in prefrontal cortex neurons.
2017
Nature communications
Tsutsui KI, Grabenhorst F, Kobayashi S, Schultz W
Plain English This paper corrects earlier findings about how certain brain cells in the prefrontal cortex assess the value of different objects. It clarifies that these cells actively change their responses based on various factors, contributing to our understanding of decision-making processes. This matters because it can lead to better insights into conditions like addiction and decision-making disorders.
Who this helps: Patients with decision-making issues and their healthcare providers.
Fabian Grabenhorst Simone Ferrari-Toniolo Alexandre Pastor-Bernier Leo Chi U Seak Arkadiusz Stasiak Ken-Ichiro Tsutsui Philipe M Bujold Alaa Al-Mohammad Konstantin Volkmann Hidetoshi Amita
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