Fox, A. S., Chang, L. J., Gorgolewski, K. J., & Yarkoni, T. (Under Review). Bridging psychology and genetics using large-scale spatial analysis of neuroimaging and neurogenetic data. bioRxiv, 012310.
Gao, X., Jolly, E., Yu, H., Liu, H., Zhou, X., & Chang, L.J. (2024). The hidden cost of receiving help: A theory of indebtedness. Nature Communications, 15, 68.
Xie, T.K., Cheong, J.H., Manning, J.R., Brandt, A.M., Aronson, J., Jobst, B., Bujarski, K., & Chang, L.J. (Under Review). Minimal functional alignment of ventromedial prefrontal cortex intracranial EEG signals during naturalistic viewing.
Chen, P.Y, Fareri, D., Güroğluj, B., Delgado, M.R., & Chang, L.J. (In Press). Towards a neurometric-based construct validity of trust. eLife.
Chang, L.J., Li, X., Nguyen, K., Ranger, M., Begunova, Y., Chen, P.H.A., Castrellon, J., Samanez-Larkin, G., Zald, D., Fareri, D., Delgado, M., & Tomova, L. A. (Under Review). Neural Signature of Reward.
Jolly, E., Sadhukha, S., Iqbal, M., Molani, Z., Walsh, T.M., Manning, J., & Chang, L.J. (Under Review). People are represented and remembered through their relationships with others. DOI: 10.31234/osf.io/bw9r2
Mahaphanit, W., Welker, C., Schmidt, H., Chang, L. J., & Hawkins, R. (2024). When and why does shared reality generalize?. CogPsy Preprint.
Cheong, J.H., Molani, Z., Sadhukha, S., & Chang., L.J. (2023). Synchronized affect in shared experience strengthens social connection. Nature Communications Biology
Cheong, J.H., Jolly, E., Xie, T.K., Byrne, S.K., Kenney, M., & Chang, L.J. (2023). Py-Feat: Facial expression analysis toolbox. Affective Science. 10.1007/s42761-023-00191-4
Templeton, E.M., Chang, L.J., Reynolds, E.A., LeBeamont, M.D., & Wheatley, T.P. (2023). Long gaps between turns are awkward for strangers but not for friends. Philosophical Transactions of the Royal Society B.
Weaverdyck, M.E., Du, M., Li, Y.C., Chang, L.J. & Parkinson, C. (2023). Homophily serves as a social prior: The assumption that “birds of a feather flock together” shapes social decisions and relationship beliefs. Personality and Social Psychology Bulletin.
Delgado, M.R., Fareri, D.F., & Chang, L.J. (2023). Characterizing the mechanisms of social connection. Neuron.
Wheatley, T., Thornton, M.A., Stolk, A., & Chang, L.J. (2023). The emerging science of interacting minds. Perspectives in Psychological Science
Templeton, E.M., Chang, L.J., Reynolds, E.A., LeBeamont, M.D., & Wheatley, T.P. (2022). Fast response times signal social connection in conversation. Proceedings of the National Academy of Sciences.
Jolly, E., Farrens, M., Greenstein, N., Eisenbarth H., Reddan, M., Andrews, E., Wager, T.D., & Chang, L.J. (2022). Recovering individual emotional states from sparse ratings using collaborative filtering. Affective Science.
Bujarski, K., Song, Y, Xie, T., Kolankiewicz, S., Aronson, J., Chang, L.J., Jobst, B. (2022). Modulation of emotion perception in amygdala stimulation in humans. Frontiers in Neuroscience, 15, 795318.
Jolly, E., & Chang, L. J. (2021). Gossip drives vicarious learning and facilitates social connections. Current Biology.
Chang, L.J., Jolly, E., Cheong, J. H., Rapuano, K., Greenstein, N. Chen, PHA, & Manning, J.R. (2021). Endogenous variation in ventromedial prefrontal cortex state dynamics during naturalistic viewing reflects affective experience. Science Advances.
Gonzalez, B. & Chang, L.J. (2021). Computational models of mentalizing. In The Neural Basis of Mentalizing. Gilead, M & Ochsner, K. (Eds). Springer.
Jolly, E., & Chang, L.J. (2021). Multivariate spatial feature selection in fMRI. Social Cognitive and Affective Neuroscience.
Jolly, E., Sadhukha, S., & Chang, L.J. (2021). Response to Lynch et al: On measuring head motion and effects of head molds during fMRI. Neuroimage.
Clark, M.D., & Chang, L.J. (2021). Surprise signals changing affective experiences in naturalistic sports spectating. Neuron Preview.
Mollick, J.A., Chang, L.J., Krishnan, A., Hazy, T.E., Krueger, K.A., Frank, G.K.W., Wager, T.D., O’Reilly, R.C. (2021). The neural correlates of cued reward omission. Frontiers in Human Neuroscience.
Han, X., Ashar, Y. K., Kragel, P., Petre, B., Schelkun, V., Lauren Y. Atlas, Chang, L. J., Jepma, M., Koban, L., Reynolds Losin, E. A., Roy, M., Woo, C.-W., & Wager, T. D. (2021). Effect sizes and test-retest reliability of the fMRI-based Neurologic Pain Signature. Neuroimage
Muscatell, K.A., Merritt, C.C., Cohen, J.R., Chang, L.J., & Lindquist, K.A. (2021). The stressed brain: neural underpinnings of social stress processing in humans. Neuroscience of Social Stress, 373-392.
Fareri, D.S., Chang, L.J., & Delgado, M.R. (2020). Mechanisms of social learning. In The Cognitive Neurosciences 6th edition. Poeppel, D., Mangun, G.R., & Gazzaniga, M.S (Ed). MIT Press.
Chen, P. H. A., Jolly, E., Cheong, J. H., & Chang, L. J. (2020). Inter-subject representational similarity analysis reveals individual variations in affective experience when watching erotic movies. Neuroimage.
Yu, H., Koban, L., Chang, L.J., Wagner, U., Krishnan, A., Vuilleumier, P., Zhou, X., Wager, T.D. (2020). A Generalizable Multivariate Brain Pattern for Interpersonal Guilt. Cerebral Cortex, bhz326, https://doi.org/10.1093/cercor/bhz326
van Baar, J.M., Klaasen, F., Ricci, F., Chang, L.J., & Sanfey, A.G. (2020). Stable distribution of reciprocity motives in a population. Scientific Reports,10, 18164.
van der Meer, J., Breakspear, M., Chang, L.J., Sonkusare, S., & Cocchi, L. (2020). Movie viewing elicits rich and reliable brain state dynamics. Nature Communications, 11, 5004.
Jolly, E.*, Sadhukha, S.*, & Chang, L.J. (2020). Headcases do not reduce head motion during natural viewing and speech. Neuroimage. *denotes equal contributions. 117207.
Gonzalez, B., & Chang, L.J. (2020). Arbitrating computational models of observational learning. Neuron Preview
Jolly, E., & Chang, L. J. (2019). The Flatland Fallacy: Moving Beyond Low–Dimensional Thinking. Topics in cognitive science, 11(2), 433-454.
Cheong, J. H., Brooks, S., & Chang, L. J. (2019). FaceSync: Open source framework for recording facial expressions with head-mounted cameras. F1000Research, 8.
Gong, X., Brazil, I. A., Chang, L. J., & Sanfey, A. G. (2019). Psychopathic traits are related to diminished guilt aversion and reduced trustworthiness during social decision-making. Scientific reports, 9(1), 7307.
van Baar, J. M., Chang, L. J., & Sanfey, A. G. (2019). The computational and neural substrates of moral strategies in social decision-making. Nature communications, 10(1), 1483.
Chen, P.H.A., Cheong, J.H., Jolly, E., Elhence, H., Wager, T.D., & Chang, L.J. (2019). Socially transmitted placebo effects. Nature Human Behavior.
Vavra, P., Chang, L. J., & Sanfey, A. G. (2018). Expectations in the Ultimatum Game: Distinct Effects of Mean and Variance of Expected Offers. Frontiers in Psychology, 9, 992.
Taylor, V. A., Roy, M., Chang, L., Gill, L. N., Mueller, C., & Rainville, P. (2018). Reduced Fear-Conditioned Pain Modulation in Experienced Meditators: A Preliminary Study. Psychosomatic medicine, 80(9), 799-806.
FeldmanHall, O., & Chang, L. J. (2018). Social Learning: Emotions Aid in Optimizing Goal-Directed Social Behavior. In Goal-Directed Decision Making (pp. 309-330). Academic Press.
Chang, L.J. & Jolly, E. (2018). Emotions as computational signals of goal error. In Nature of Emotion, Fox, D., Lapate, R., Shackman, A., & Davidson, R.J (Eds). Oxford Press.
Woo, C.W., Chang, L.J., Lindquist, M.A., & Wager, T.D. (2017). Building better biomarkers: brain models in translational neuroimaging. Nature Neuroscience, 20(3), 365-377.
Ashar, Y. K., Chang, L. J., & Wager, T. D. (2017). Brain and Psychological Mechanisms of the Placebo Effect: An Affective Appraisal Account. Annual Review of Clinical Psychology, 13(1).
Taylor, V.A., Chang, L.J., Rainville, P., & Roy, M. (2017). Learned expectations and uncertainty facilitate pain during classical conditioning. Pain, 158, 1528-1537.
Sul, S., Guroglu, B., Crone, E.A., & Chang, L.J. (2017). Medial prefrontal cortical thinning mediates shifts in other-regarding preferences during adolescence. Scientific Reports, 7(8510), 1-10.
Shermohammed, M., Mehta, P. H., Zhang, J., Brandes, C. M., Chang, L. J., & Somerville, L. H. (2017). Does Psychosocial Stress Impact Cognitive Reappraisal? Behavioral and Neural Evidence. Journal of Cognitive Neuroscience.
Cheong, J.H., Jolly, E., Sul, S., & Chang, L.J. (2017). Computational models in social neuroscience. In Computational Models of Brain and Behavior, Moustafa, A (Ed), Wiley-Blackwell.
Wager, T.D., Atlas, L.Y., Botvinick, M.M., Chang, L.J., Coghill, R.C., Davis, K.D., Iannetti, G.D., Poldrack, R.A., Shckman, A.J., & Yarkoni, T. (2016). Pain in the ACC?. Proceedings in the National Academy of Science.
Krishnan, A., Woo, C.W.*, Chang, L.J.,* Ruzic, L., Gu, X., López-Solà, M., Jackson, P. L., Pujol, J., Fan, J., & Wager, T.D. (2016). Somatic and vicarious pain are represented by dissociable multivariate brain patterns. eLife, 5, 1-42. *denotes equal contribution
de la Vega, A., Chang, L.J., Banich, M.T., Wager, T.D., & Yarkoni, T. (2016). Large-Scale Meta-Analysis of Human Medial Frontal Cortex Reveals Tripartite Functional Organization. Journal of Neuroscience, 36(24), 6553– 6562
Eisenbarth, H., Chang, L. J., & Wager, T. D. (2016). Multivariate brain prediction of heart rate and skin conductance responses to social threat. Journal of Neuroscience, 36(47):11987-11998.
Fareri, D.S.*, Chang, L.J.*, & Delgado, M.R. (2015). Computational substrates of social value in interpersonal collaboration. Journal of Neuroscience, 35(21), 8170-8180. *denotes equal contribution
Yu, H., Shen, B., Yin, Y., Blue, P., & Chang, L.J. (2015). Dissociating guilt- and inequity-aversion in cooperation and norm compliance. Journal of Neuroscience, 35(24), 8973-8975.
Chang, L.J., Gianaros, P.J.., Manuck, S.B., Krishnan, A., Wager, T.D. (2015). A Sensitive and Specific Neural Signature for Picture-Induced Negative Affect. PLoS Biol 13(6): e1002180. doi: 10.1371/journal.pbio.1002180
Chang, L.J., Reddan, M., Ashar, Y.K., Eisenbarth, H., & Wager, T.D. (2015). The challenges of forecasting resilience. Behavioral Brain Sciences Commentary, 38, 26-27.
Chang, L.J., & Smith, A. (2015). Social emotions and psychological games. Current Opinion in Behavioral Sciences, 5:133-140.
Lindquist, M., Krishnan, A., Lopez-Sola, M., Woo, C.W., Koban, L., Roy, M., Atlas, L.Y., Schmidt, L., Chang, L.J., Losin, E., Eisenbarth, H., Ashar, Y.K., Delk, E., Wager, T.D. (2015). Group-regularized individual prediction: theory and application to pain. Neuroimage.
Sanfey, A.G., Stallen, M., & Chang, L.J. (2014). Norms and expectations in social decision-making. Trends In Cognitive Science, 18(4), 172-174.
Chang, L.J. & Koban, L. (2013). Modeling emotion and learning of norms in social interactions. Journal of Neuroscience, 33(18), 7615-7617.
Chang, L.J., Yarkoni, T., Khaw, M.W., & Sanfey, A.G. (2013). Decoding the role of the human insula in human cognition: Functional parcellation and large-scale reverse inference. Cerebral Cortex, 23(3), 739-749.
Chang, L.J., & Sanfey, A.G. (2013). Great expectations: Neural computations underlying the use of social norms in decision-making. Social Cognitive Affective Neuroscience, 8(3), 277-284.
Brown, A.D., Root, J.C., Romano, T., Chang, L.J., & Hirst, W. (2013). The limits of memory and imagination: Overgeneralized autobiographical Memory and future thinking in combat veterans with posttraumatic stress disorder. Behavior Therapy and Experimental Psychiatry, 44(1), 129-134.
Fareri, D.S., Chang, L.J., Delgado, M.R. (2012). Effects of experienced social information on trust decisions and neural reward circuitry. Frontiers in Decision Neuroscience, 6, 1- 17.
Kahnt, T., Chang, L.J., Park, S.Q., Heinzle, J., Haynes, J.D. (2012). Connectivity based parcellation of the human orbitofrontal cortex. Journal of Neuroscience, 32(8), 6240-6250.
Harle, K.M., Chang, L.J., van’t Wout, M., & Sanfey, A.G. (2012). The neural underpinnings of mood-driven biases in social economic decision-making. Neuroimage, 61(1), 32-40.
Chang, L.J., Smith, A., Dufwenberg, M., & Sanfey, A.G. (2011). Triangulating the neural, psychological, and economic bases of guilt aversion. Neuron, 70, 560-572.
Van’t Wout, M, Chang, L.J., & Sanfey, AG. (2010). Emotion regulation and social interactive decision-making. Emotion, 10(6), 815-821.
Chang, L. J., Doll, B., Van’t Wout, M., Frank, M., Sanfey, A.G. (2010). Seeing is believing: Trustworthiness as a dynamic belief. Cognitive Psychology, 61(2), 87-105.
Chang, L.J., & Sanfey, A.G. (2009). Unforgettable Ultimatums? Expectation violations promote enhanced social memory following economic exchange. Frontiers in Behavioral Neuroscience, 3, 1-12.
Chang, L.J. & Sanfey, A.G. (2008). Emotion, decision-making, and the brain. In D. Houser & K. McCabe (Eds.), Neuroeconomics. Elsevier, 31-53.
Sanfey, A.G. & Chang, L.J. (2008). Multiple systems in decision-making. In W.T. Tucker, S. Ferson, A. Finkel, T.F. Long, D. Slavin, P. Wright (Eds.), Strategies for risk communication: Evolution, evidence, experience. New York: Annals of the New York Academy of Science, 1128, 53-62.
Protopopescu, X., Pan, H., Tuescher, O., Root, J., Chang, L., Altemus, M., Polanecsky, M., McEwen, B., Stern, E., & Silbersweig, D. (2008). Toward a Functional Neuroanatomy of Premenstrual Dysphoric Disorder: Differential Amygdalar, Orbitofrontal and Ventral Striatal Activity. Journal of Affective Disorders, 108, 87-94.
Butler, T., Pan, H., Tuescher, O., Engelien, A., Goldstein, M., Epstein, J., Weisholtz, D., Protopotescu, X., Root, J. C., Cunningham-Bussell, A.C., Chang, L., Xie, X.H., Chen, Q., Phelps, E.A., Ledoux, J.E., Stern, E., Silbersweig, D.A. (2007). Human fear-related motor neurocircuitry. Neuroscience, 150 (1) 1-7.
Butler, T., Imperato-McGinley, J., Pan, H., Voyer, D., Cunningham-Bussel, A. C., Chang, L., Zhu, Y. S., Cordero, J., Stern, E., Silbersweig, D. (2007). Sex specificity of ventral anterior cingulate cortex suppression during a cognitive task. Human Brain Mapping, 28 (11), 1206-12.
Root, J.C., Robbins, R., Chang, L., & Van Gorp, W.G. (2006). Detection of suboptimal effort on the California Verbal Learning Test, Second Edition: analysis and normative data for forced choice recognition. Journal of the International Neuropsychological Society, 12 (5), 688-96.
