NEUROSCI / PSY 462S APPLICATIONS FOR EVERYDAY DECISION MAKING FALL 2018 T 10:05-12:30 in West Union Instructor: Gregory Samanez-Larkin Office hours: W 11:00am-12pm in LSRC B248 (or after class or by appointment)

Description . . Neurocommunications. Neuropolitics. . Over the past decade or so we've witnessed the emergence of neuroeverything but do we really need neuroscience to understand, predict, and enhance human cognition and behavior? In this advanced seminar our goal is to collectively evaluate whether modern human neuroscientific research has brought us closer to solving common and historically persistent challenges related to human decision making and behavior that would make the world a better place for everyone. We'll focus on a broad range of decisions people make related to growing up and growing old, spending money, judging and interacting with others, maintaining emotional, cognitive, and physical health, and ensuring the world is a fair and just place.

Format, Enrollment, Recommended Prior Coursework All students should be prepared for in-class discussion of the reading material. There is no textbook; all readings will be provided on Sakai. To maximize discussion, enrollment will be limited to approximately 16 students. Some basic knowledge of human (especially fMRI) is required. To be eligible for the course, you must have completed at least one of the following courses (or other demonstration of human neuroscience knowledge e.g., significant research experience): (NEUROSCI 212 / PSY 257) Decision Neuroscience (NEUROSCI / PSY 258) Social and (NEUROSCI / PSY 280) (NEUROSCI 382 / PSY 303)

Requirements and Grading Half of your grade will be based on a combination of class participation (20%), in-class activities (“jumpstarts”; 5%), and your weekly reaction papers (25%). The other half will be based on your mid-term paper/project proposal (10%) and draft (15%) and your final paper/project (25%).

Weekly Reaction Papers: Each week you will be asked to write a summary and reaction to the readings. Along with an evaluation of the research, include one or two specific questions from readings and one bigger picture question that applies to most of the readings for that week. The purpose of these reaction papers is to prepare everyone for the weekly class discussions but also to enhance your scientific reading, comprehension, and translation skills. Many of the readings are very technical and dense so they will take some effort to process. We will discuss reading strategies on the first day of class. The first few weeks may be challenging, but I promise that you will be impressed with your own improvement during the course. NEUROSCI / PSY 462S Fall 2018

Please include citations in these papers. Please be concise (600 words max; fewer is better). Due weekly by 6pm on Sunday before class on Sakai. Papers are graded on a 20 point scale with a 5 point deduction if submitted after the deadline, and another 5 point deduction if submitted after 9:00 pm Monday before class. After that, the paper must be submitted within a week to earn any credit. Your lowest weekly score will be dropped from the final grade. If you want more feedback on your reaction papers or want tips on scientific reading and writing, please come to office hours. I’ll be happy to help.

Class Participation: Participation will be evaluated on your complete reading and consideration of the material, thoughtfulness and creativity of your comments during discussion, ability to identify connections between the comments of others and specific examples from the readings, and thinking that extends beyond the core readings. Each student will also select two days during the semester to "jumpstart" the discussion (sign-ups need to be completed on Sakai before the second day of class). At the minimum this should include a verbal and visual summary of the main points of the readings for the week. For the visual summary, a slide or two is acceptable but drawing on the board is much preferred. This can include an explanation of figures from the paper or a model diagram suggested by the reading. Another way to meet this requirement is through a demonstration at the beginning of class. I will demonstrate examples of each of these during the first and second class. Students will start jumpstarting on the third class meeting. If you miss class, you lose the participation points for that day (more on this below).

Paper Proposal and Mid-term Draft: The final paper can be a literature review, a magazine-style article, a set of 2–3 published blog posts, a video/vlog, a recommendation, a research proposal, or an experimental report. All students must meet with the instructor at least once to discuss paper/project topic before fall break starts. Please come to this meeting with 3 possible topic ideas. A one-page proposal and sample reference list with at least 5 sources is due on 10/5 before 6pm. A 4–5 page / 1500 word draft of the final paper/project is due on 10/26 before 6pm. The proposal will be graded on a 10-point scale and the draft on a 50-point scale. Late proposals will lose 1 point for every 24 hours late and drafts will lose 5 points for every 24 hours late.

Final Paper: The final paper or project report is due on 12/7 before 6pm. What you submit should be equivalent to about 10 pages / 3000 words; one-inch margins; double-spaced; references in APA or NLM style. The paper will be graded on a 100-point scale. Late papers will lose 10 points for every 24 hours late. It is better to submit a less than perfect paper than to lose the points.

Exceptions: To ensure a consistent and fair policy for all course participants, instructor permission is required for extensions beyond any deadline or missed classes BEFORE the deadline or class is missed. Note that your lowest week’s reaction paper and participation scores will be dropped. To make up for an excused absence and missed participation in class, I will accept a second reaction paper based on an unassigned, related journal article assigned by the instructor (worth up to 20 points). This option is not available for classes missed without prior instructor approval. NEUROSCI / PSY 462S Fall 2018

Academic Honesty; Using Sources and Plagiarism: Make sure you read and fully understand the Duke Community Standard and always comply with Duke Academic Integrity . The library has information and a video focused on avoiding plagiarism. Be sure to always give credit where credit is due!

SCHEDULE AND READINGS Note: This is a tentative schedule. Readings may change with two week’s notice.

8/28 Introduction and Overview

Why Choose this Book (Introduction p. vii-xiii). P. Read Montague. Dutton. New York. 2006.

Neuropolitics, Where Campaigns Try to Read Your Mind. New York Times. Nov 3, 2015.

This Is Your Brain on Podcasts. Freakonomics Radio. October 12, 2016.

Neuroscientist Calculates Feel-Good Top 10 Playlist. Boston Globe. September 25, 2015.

The Neuroeconomics of Simple Choice. Antonio Rangel at TEDxCaltech. January 2013.

Mather, M., Cacioppo, J. T., & Kanwisher, N. (2013). How fMRI can inform cognitive theories. Perspectives on Psychological Science, 8(1), 108-113.

9/4 When Is The Brain Fully Developed?

Johnson, S. B., Blum, R. W., & Giedd, J. N. (2009). Adolescent maturity and the brain: the promise and pitfalls of neuroscience research in adolescent health policy. Journal of Adolescent Health, 45(3), 216-221.

Insight Into the Teenage Brain: Adriana Galván at TEDxYouth@Caltech. February 2013.

Somerville, L. H., & Casey, B. J. (2010). Developmental neurobiology of cognitive control and motivational systems. Current Opinion in Neurobiology, 20(2), 236-241.

Davidow, J. Y., Foerde, K., Galván, A., & Shohamy, D. (2016). An Upside to Reward Sensitivity: The Hippocampus Supports Enhanced Reinforcement Learning in Adolescence. Neuron, 92(1), 93-99.

9/11 How Do We Keep Our Brains Healthy as We Age? NEUROSCI / PSY 462S Fall 2018

Park, D. C., & McDonough, I. M. (2013). The dynamic aging mind revelations from functional neuroimaging research. Perspectives on Psychological Science, 8(1), 62-67.

Hillman, C. H., Erickson, K. I., & Kramer, A. F. (2008). Be smart, exercise your heart: exercise effects on brain and cognition. Nature Reviews Neuroscience, 9(1), 58-65.

Anguera, J. A., Boccanfuso, J., Rintoul, J. L., Al-Hashimi, O., Faraji, F., Janowich, J., ... & Gazzaley, A. (2013). Video game training enhances cognitive control in older adults. Nature, 501(7465), 97-101.

A Consensus on the Brain Training Industry from the Scientific Community. Stanford Center on Longevity, Oct 20, 2014

Could a video game strengthen your aging brain? Wired, September 3, 2017.

9/18 Do We Have Control of Our Thoughts, Feelings, and Behavior?

Buhle, J. T., Silvers, J. A., Wager, T. D., Lopez, R., Onyemekwu, C., Kober, H., ... & Ochsner, K. N. (2014). Cognitive reappraisal of emotion: a meta-analysis of human neuroimaging studies. Cerebral Cortex, 24(11), 2981-2990.

Buckholtz, J. W., Treadway, M. T., Cowan, R. L., Woodward, N. D., Li, R., Ansari, M. S., ... & Kessler, R. M., Zald, D.H. (2010). Dopaminergic network differences in human impulsivity. Science, 329(5991), 532-532.

Buckholtz, J. W., Treadway, M. T., Cowan, R. L., Woodward, N. D., Benning, S. D., Li, R., ... & Kessler, R. M., Zald, D.H. (2010). Mesolimbic dopamine reward system hypersensitivity in individuals with psychopathic traits. Nature Neuroscience, 13(4), 419-421.

9/25 INDIVIDUAL PROJECT MEETINGS INSTEAD OF CLASS (no readings or reaction paper)

10/2 Are Our Feelings Real? [expert scientific guest, Lauren Atlas, NCCIH/NIH]

Wager, T. D., Atlas, L. Y., Lindquist, M. A., Roy, M., Woo, C. W., & Kross, E. (2013). An fMRI-based neurologic signature of physical . New England Journal of Medicine, 368(15), 1388-1397.

Wager, T. D., & Atlas, L. Y. (2013). How is pain influenced by cognition? Neuroimaging weighs in. Perspectives on Psychological Science, 8(1), 91-97. NEUROSCI / PSY 462S Fall 2018

Mischkowski, D., Palacios-Barrios, E. E., Banker, L., Dildine, T. C., & Atlas, L. Y. (2018). Pain or nociception? Subjective experience mediates the effects of acute noxious heat on autonomic responses. Pain, 159(4), 699-711.

Davis, K. D., Flor, H., Greely, H. T., Iannetti, G. D., Mackey, S., Ploner, M., ... & Wager, T. D. (2017). Brain imaging tests for chronic pain: medical, legal and ethical issues and recommendations. Nature Reviews , 13(10), 624–638.

10/5 Paper/Project Proposal due

10/9 No class (Fall break)

10/16 Can a Brain Scanner Read Your Mind?

Monti, M. M., Vanhaudenhuyse, A., Coleman, M. R., Boly, M., Pickard, J. D., Tshibanda, L., ... & Laureys, S. (2010). Willful modulation of brain activity in disorders of consciousness. New England Journal of Medicine, 362(7), 579-589.

Farah, M. J., Hutchinson, J. B., Phelps, E. A., & Wagner, A. D. (2014). Functional MRI-based lie detection: scientific and societal challenges. Nature Reviews Neuroscience, 15(2), 123-131.

Coronel, J. C., Duff, M. C., Warren, D. E., Federmeier, K. D., Gonsalves, B. D., Tranel, D., & Cohen, N. J. (2012). Remembering and : Theory and evidence from amnesic patients. American Journal of , 56(4), 837-848.

10/23 Can Control Our Feelings, Actions, and Cognition? [expert industry guest, Ana Maiques, CEO of Neuroelectrics]

Mayberg, H. S., Lozano, A. M., Voon, V., McNeely, H. E., Seminowicz, D., Hamani, C., ... & Kennedy, S. H. (2005). Deep brain stimulation for treatment-resistant depression. Neuron, 45(5), 651-660.

Follett, K. A., Weaver, F. M., Stern, M., Hur, K., Harris, C. L., Luo, P., ... & Pahwa, R. (2010). Pallidal versus subthalamic deep-brain stimulation for Parkinson's disease. New England Journal of Medicine, 362(22), 2077-2091.

Fregni, F., & Pascual-Leone, A. (2007). Technology insight: noninvasive brain stimulation in neurology— perspectives on the therapeutic potential of rTMS and tDCS. Nature Reviews Neurology, 3(7), 383. NEUROSCI / PSY 462S Fall 2018

10/26 Paper/Project Draft due

10/30 Are We Spending Our Money Wisely? [expert industry guest & former Duke student!: Jake Stauch, CEO of NeuroPlus]

Berns, G. S., & Moore, S. E. (2012). A neural predictor of cultural popularity. Journal of Consumer , 22, 154-160.

Rise of Neurocinema: How Hollywood Studios Harness Your Brainwaves to Win Oscars. Fast Company. February 25, 2011.

Ariely, D., & Berns, G. S. (2010). Neuromarketing: the hope and hype of neuroimaging in business. Nature Reviews Neuroscience, 11(4), 284-292.

Venkatraman, V., Dimoka, A., Pavlou, P. A., Vo, K., Hampton, W., Bollinger, B., Hershfield, H. E., Ishihara, M., & Winer, R. S. (2015). Predicting advertising success beyond traditional measures: New insights from neurophysiological methods and market response modeling. Journal of Marketing Research, 52(4), 436-452.

11/6 Are You Doing What’s Good For You Now?

Crum, A. J., Corbin, W. R., Brownell, K. D., & Salovey, P. (2011). Mind over milkshakes: mindsets, not just nutrients, determine ghrelin response. Health Psychology, 30(4), 424.

Mind Over Milkshake: How Your Thoughts Fool Your Stomach. NPR Morning Edition, April 14, 2014.

Falk, E. B., Berkman, E. T., & Lieberman, M. D. (2012). From neural responses to population behavior: Neural focus group predicts population-level media effects. Psychological Science, 23(5), 439-445.

Falk, E. B., Morelli, S. A., Welborn, B. L., Dambacher, K., & Lieberman, M. D. (2013). Creating buzz: the neural correlates of effective message propagation. Psychological Science, 24(7), 1234-1242.

Berkman, E. T., & Falk, E. B. (2013). Beyond using neural measures to predict real-world outcomes. Current Directions in Psychological Science, 22(1), 45-50.

11/13 Are We Spending Our Money On The Stuff We Care About Most?

Genevsky, A., Västfjäll, D., Slovic, P., & Knutson, B. (2013). Neural Underpinnings of the Identifiable Victim Effect: Affect Shifts Preferences for Giving. Journal of Neuroscience, 33(43), 17188. NEUROSCI / PSY 462S Fall 2018

Genevsky, A., & Knutson, B. (2015). Neural Affective Mechanisms Predict Market-Level Microlending. Psychological Science, 26(9), 1411-1422.

Sawe, N., & Knutson, B. (2015). Neural valuation of environmental resources. NeuroImage, 122, 87-95.

Khaw, M. W., Grab, D. A., Livermore, M. A., Vossler, C. A., & Glimcher, P. W. (2015). The measurement of subjective value and its relation to contingent valuation and environmental public goods. PLoS one, 10(7), e0132842.

11/20 How Do We See, Feel, and Think About Other People?

Aharon, I., Etcoff, N., Ariely, D., Chabris, C. F., O'Connor, E., & Breiter, H. C. (2001). Beautiful faces have variable reward value: fMRI and behavioral evidence. Neuron, 32(3), 537-551.

Cunningham, W. A., Johnson, M. K., Raye, C. L., Gatenby, J. C., Gore, J. C., & Banaji, M. R. (2004). Separable neural components in the processing of black and white faces. Psychological Science, 15(12), 806-813.

Harris, L. T., & Fiske, S. T. (2006). Dehumanizing the lowest of the low neuroimaging responses to extreme out-groups. Psychological Science, 17(10), 847-853.

Stolier, R. M., & Freeman, J. B. (2016). Neural pattern similarity reveals the inherent intersection of social categories. Nature Neuroscience, 19, 795–797.

11/27 INDIVIDUAL PROJECT MEETINGS INSTEAD OF CLASS (no readings or reaction paper)

12/4 Is the World Fair and Can We Make It Better?

Krajbich, I., Camerer, C., Ledyard, J., & Rangel, A. (2009). Using neural measures of economic value to solve the public goods free-rider problem. Science, 326(5952), 596-599.

Zaki, J., & Mitchell, J. P. (2011). Equitable decision making is associated with neural markers of intrinsic value. Proceedings of the National Academy of Sciences, 108(49), 19761-19766.

Crockett, M. J., Clark, L., Tabibnia, G., Lieberman, M. D., & Robbins, T. W. (2008). Serotonin modulates behavioral reactions to unfairness. Science, 320(5884), 1739-1739.

12/7 Final Paper/Project due