Stimulus valence moderates self-learning

References

• Alexopoulos, T., Muller, D., Ric, F., & Marendaz, C. (2012). I, me, mine: Automatic attentional capture by self-related stimuli. European Journal of Social Psychology, 42(6), 770–779. https://doi.org/10.1002/ejsp.1882
   Web of Science ®Google Scholar
• Baars, B. J. (1988). A cognitive theory of consciousness. Cambridge University Press.
   Google Scholar
• Bargh, J. A., & Pratto, F. (1986). Individual construct accessibility and perceptual selection. Journal of Experimental Social Psychology, 22(4), 293–311. https://doi.org/10.1016/0022-1031(86)90016-8
   Web of Science ®Google Scholar
• Baumeister, R. F. (1998). The self. In D. T. Gilbert, S. T. Fiske, & G. Lindzey (Eds.), Handbook of social psychology (4th ed., pp. 680–740). McGraw-Hill.
   Google Scholar
• Beggan, J. K. (1992). On the social nature of nonsocial perception: The mere ownership effect. Journal of Personality and Social Psychology, 62(2), 229–237. https://doi.org/10.1037/0022-3514.62.2.229
   Web of Science ®Google Scholar
• Blanchard, T. C., & Gershman, S. J. (2018). Pure correlates of exploration and exploitation in the human brain. Cognitive, Affective, & Behavioral Neuroscience, 18(1), 117–126. https://doi.org/10.3758/s13415-017-0556-2
   PubMed Web of Science ®Google Scholar
• Carstensen, L. L., & Mikels, J. A. (2005). At the intersection of emotion and cognition: Aging and the positivity effect. Current Directions in Psychological Science, 14(3), 117–121. https://doi.org/10.1111/j.0963-7214.2005.00348.x
   Web of Science ®Google Scholar
• Carstensen, L. L., & Turk-Charles, S. (1994). The salience of emotion across the adult life span. Psychology and Aging, 9(2), 259–264. https://doi.org/10.1037/0882-7974.9.2.259
   PubMed Web of Science ®Google Scholar
• Caughey, S., Falbén, J. K., Tsamadi, D., Persson, L. M., Golubickis, M., & Macrae, C. N. (2021). Self-prioritization during stimulus processing is not obligatory. Psychological Research, 85(2), 503–508. https://doi.org/10.1007/s00426-019-01283-2
   PubMed Web of Science ®Google Scholar
• Cohen, J. D., McClure, S. M., & Yu, A. J. (2007). Should I stay or should I go? How the human brain manages the trade-off between exploitation and exploration. Philosophical Transactions of the Royal Society B: Biological Sciences, 362(1481), 933–942. https://doi.org/10.1098/rstb.2007.2098
   PubMed Web of Science ®Google Scholar
• Constable, M. D., Becker, M. L., Oh, Y.-I., & Knoblich, G. (2021). Affective compatability with the self modulates the self-prioritization effect. Cognition and Emotion, 35(2), 291–304. https://doi.org/10.1080/02699931.2020.1839383
   PubMed Web of Science ®Google Scholar
• Constable, M. D., Welsh, T. N., Huffman, G., & Pratt, J. (2019). I before U: Temporal order judgements reveal bias for self-owned objects. Quarterly Journal of Experimental Psychology, 72(3), 589–598. https://doi.org/10.1177/1747021818762010
   Web of Science ®Google Scholar
• Conway, M. A. (2005). Memory and the self. Journal of Memory and Language, 53(4), 594–628. https://doi.org/10.1016/j.jml.2005.08.005
   Web of Science ®Google Scholar
• Conway, M. A., & Pleydell-Pearce, C. W. (2000). The construction of autobiographical memories in the self-memory system. Psychological Review, 107(2), 261–288. https://doi.org/10.1037/0033-295X.107.2.261
   PubMed Web of Science ®Google Scholar
• Correll, J., Wittenbrink, B., Crawford, M. T., & Sadler, M. S. (2015). Stereotypic vision: How stereotypes disambiguate visual stimuli. Journal of Personality and Social Psychology, 108(2), 219–233. https://doi.org/10.1037/pspa0000015
   PubMed Web of Science ®Google Scholar
• Cvencek, D., Greenwald, A. G., & Meltzoff, A. N. (2012). Balanced identity theory: Evidence for implicit consistency in social cognition. In B. Gawronski & F. Strack (Eds.), Cognitive consistency: A unifying concept in social psychology (pp. 157–177). Guilford Press.
   Google Scholar
• Daw, N. D., O’Doherty, J. P., Dayan, P., Seymour, B., & Dolan, R. J. (2006). Cortical substrates for exploratory decisions in humans. Nature, 441(7095), 876–879. https://doi.org/10.1038/nature04766
   PubMed Web of Science ®Google Scholar
• Dayan, P., & Balleine, B. W. (2002). Reward, motivation, and reinforcement learning. Neuron, 36(2), 285–298. https://doi.org/10.1016/S0896-6273(02)00963-7
   PubMed Web of Science ®Google Scholar
• Domenech, P., Rheims, S., & Koechlin, E. (2020). Neural mechanisms resolving exploitation-exploration dilemmas in the medial prefrontal cortex. Science, 369(6507), eabb0184. https://doi.org/10.1126/science.abb0184
   PubMed Web of Science ®Google Scholar
• Donoso, M., Collins, A. G., & Koechlin, E. (2014). Foundations of human reasoning in the prefrontal cortex. Science, 344(6191), 1481–1486. https://doi.org/10.1126/science.1252254
   PubMed Web of Science ®Google Scholar
• Falbén, J. K., Golubickis, M., Balseryte, R., Persson, L. M., Tsamadi, D., Caughey, S., & Macrae, C. N. (2019). How prioritized is self-prioritization during stimulus processing? Visual Cognition, 27(1), 46–51. https://doi.org/10.1080/13506285.2019.1583708
   Web of Science ®Google Scholar
• Falbén, J. K., Golubickis, M., Tamulaitis, S., Caughey, S., Tsamadi, D., Persson, D., Svensson, L. M., Sahraie, S. L., & Macrae, C. N. (2020). Self-relevance enhances evidence gathering during decision-making. Acta Psychologica, 209, 103122. https://doi.org/10.1016/j.actpsy.2020.103122
   PubMed Web of Science ®Google Scholar
• Falbén, J. K., Golubickis, M., Wischerath, D., Tsamadi, D., Persson, L. M., Caughey, S., Svensson, S., & Macrae, C. N. (2020). It’s not always about me: The effects of prior beliefs and stimulus prevalence on self-other prioritization. Quarterly Journal of Experimental Psychology, 73(9), 1466–1480. https://doi.org/10.1177/1747021820913016
   Web of Science ®Google Scholar
• Fontanesi, L., Gluth, S., Spektor, M. S., & Rieskamp, J. (2019). A reinforcement learning diffusion decision model for value-based decisions. Psychonomic Bulletin & Review, 26(4), 1099–1121. https://doi.org/10.3758/s13423-018-1554-2
   PubMed Web of Science ®Google Scholar
• Frank, M. J., Moustafa, A. A., Haughey, H. M., Curran, T., & Hutchinson, K. E. (2007). Genetic triple dissociation reveals multiple roles for dopamine in reinforcement learning. Proceedings of the National Academy of Sciences, 104(41), 16311–16316. https://doi.org/10.1073/pnas.0706111104
   PubMed Web of Science ®Google Scholar
• Frank, M. J., Seeberger, L. C., & O’Reilly, R. C. (2004). By carrot or by stick: Cognitive reinforcement learning in Parkinsonism. Science, 306(5703), 1940–1943. https://doi.org/10.1126/science.1102941
   PubMed Web of Science ®Google Scholar
• Gallagher, S. (2000). Philosophical conceptions of the self: Implications for cognitive science. Trends in Cognitive Sciences, 4(1), 14–21. https://doi.org/10.1016/S1364-6613(99)01417-5
   PubMed Web of Science ®Google Scholar
• Gawronski, B., Bodenhausen, G. V., & Becker, A. P. (2007). I like it, because I like myself: Associative self-anchoring and post-decisional change of implicit evaluations. Journal of Experimental Social Psychology, 43(2), 221–232. https://doi.org/10.1016/j.jesp.2006.04.001
   Web of Science ®Google Scholar
• Gelman, A., & Rubin, D. B. (1992). Inference from iterative simulation using multiple sequences. Statistical Science, 7, 457–472.
   Google Scholar
• Gershman, S. J., & Daw, N. D. (2017). Reinforcement learning and episodic memory in humans and animals: An integrative framework. Annual Review of Psychology, 68(1), 101–128. https://doi.org/10.1146/annurev-psych-122414-033625
   PubMedGoogle Scholar
• Golubickis, M., Falbén, J. K., Cunningham, W. A., & Macrae, C. N. (2018). Exploring the self-ownership effect: Separating stimulus and response biases. Journal of Experimental Psychology: Learning, Memory, and Cognition, 44(2), 295–306. https://doi.org/10.1037/xlm0000455
   PubMed Web of Science ®Google Scholar
• Golubickis, M., Falbén, J. K., Ho, N. S., Sui, J., Cunningham, W. A., & Macrae, C. N. (2020). Parts of me: Identity-relevance moderates self-prioritization. Consciousness and Cognition, 77, 102848. https://doi.org/10.1016/j.concog.2019.102848
   PubMed Web of Science ®Google Scholar
• Golubickis, M., Falbén, J. K., Sahraie, A., Visokomogilski, A., Cunningham, W. A., Sui, J., & Macrae, C. N. (2017). Self-prioritization and perceptual matching: The effects of temporal construal. Memory & Cognition, 45(7), 1223–1239. https://doi.org/10.3758/s13421-017-0722-3
   PubMed Web of Science ®Google Scholar
• Golubickis, M., Ho, N. S. P., Falbén, J. K., Schwertel, C. L., Maiuri, A., Dublas, D., Cunningham, W. A., & Macrae, C. N. (2021). Valence and ownership: Object desirability influences self-prioritization. Psychological Research, 85(1), 91–100. https://doi.org/10.1007/s00426-019-01235-w
   PubMed Web of Science ®Google Scholar
• Golubickis, M., & Macrae, C. N. (2021). That’s me in the spotlight: Self-relevance modulates attentional breadth. Psychonomic Bulletin & Review, 28(6), 1915–1922. https://doi.org/10.3758/s13423-021-01964-3
   PubMed Web of Science ®Google Scholar
• Golubickis, M., & Macrae, C. N. (2022). Sticky me: Self-relevance slows reinforcement learning. Cognition, 227, 105207. https://doi.org/10.1016/j.cognition.2022.105207
   PubMed Web of Science ®Google Scholar
• Golubickis, M., & Macrae, C. N. (2023). Self-prioritization reconsidered: Scrutinizing three claims. Perspectives on Psychological Science, 18(4), 876–886. https://doi.org/10.1177/17456916221131273
   Web of Science ®Google Scholar
• Gray, H. M., Ambady, N., Lowenthal, W. T., & Deldin, P. (2004). P300 as an index of attention to self-relevant stimuli. Journal of Experimental Social Psychology, 40(2), 216–224. https://doi.org/10.1016/S0022-1031(03)00092-1
   Web of Science ®Google Scholar
• Greenwald, A. G. (1980). The totalitarian ego: Fabrication and revision of personal identity. American Psychologist, 35(7), 603–618. https://doi.org/10.1037/0003-066X.35.7.603
   Web of Science ®Google Scholar
• Greenwald, A. G., Banaji, M. R., Dudman, L. A., Farnham, S. D., Nosek, B. A., & Mellot, D. S. (2002). A unified theory of implicit attitudes, stereotypes, self-esteem, and self-concept. Psychological Review, 109(1), 3–25. https://doi.org/10.1037/0033-295X.109.1.3
   PubMed Web of Science ®Google Scholar
• Gutchess, A., & Kensinger, E. A. (2018). Shared mechanisms may support mnemonic benefits from self-referencing and emotion. Trends in Cognitive Sciences, 22(8), 712–724. https://doi.org/10.1016/j.tics.2018.05.001
   PubMed Web of Science ®Google Scholar
• Hackel, L. M., & Amodio, D. M. (2018). Computational neuroscience approaches to social cognition. Current Opinion in Psychology, 24, 92–97. https://doi.org/10.1016/j.copsyc.2018.09.001
   PubMed Web of Science ®Google Scholar
• Humphreys, G. W., & Sui, J. (2016). Attentional control and the self: The self-attention network (SAN). Cognitive Neuroscience, 7(1-4), 5–17. https://doi.org/10.1080/17588928.2015.1044427
   PubMed Web of Science ®Google Scholar
• James, W. (1890). The principles of psychology. Henry-Holt & Co.
   Google Scholar
• Johnson, D. J., Cesario, J., & Pleskac, T. J. (2018). How prior information and police experience impact decisions to shoot. Journal of Personality and Social Psychology, 115(4), 601–623. https://doi.org/10.1037/pspa0000130
   PubMed Web of Science ®Google Scholar
• Kelley, W. M., Macrae, C. N., Wyland, C. L., Caglar, S., Inati, S., & Heatherton, T. F. (2002). Finding the self? An event-related fMRI study. Journal of Cognitive Neuroscience, 14(5), 785–794. https://doi.org/10.1162/08989290260138672
   PubMed Web of Science ®Google Scholar
• Krompinger, J. W., & Simons, R. F. (2009). Electrophysiological indicators of emotional processing biases in depressed undergraduates. Biological Psychology, 81(3), 153–163. https://doi.org/10.1016/j.biopsycho.2009.03.007
   PubMed Web of Science ®Google Scholar
• Kuiper, N. A., & Derry, P. A. (1982). Depressed and nondepressed content self-references in mild depressives. Journal of Personality, 50, 67–80. https://doi.org/10.1111/j.1467-6494.1982.tb00746.x
   PubMed Web of Science ®Google Scholar
• Kuiper, N. A., & Rogers, T. B. (1979). Encoding of personal information: Self-other differences. Journal of Personality and Social Psychology, 37(4), 499–514. https://doi.org/10.1037/0022-3514.37.4.499
   Web of Science ®Google Scholar
• Kurdi, B., Lozano, S., & Banaji, M. R. (2017). Introducing the open affective standardized image set (OASIS). Behavior Research Methods, 49(2), 457–470. https://doi.org/10.3758/s13428-016-0715-3
   PubMed Web of Science ®Google Scholar
• Liao, Z., Huang, L., & Luo, S. (2021). Intranasal oxytocin decreases self-oriented learning. Psychopharmacology, 238(2), 461–474. https://doi.org/10.1007/s00213-020-05694-7
   PubMed Web of Science ®Google Scholar
• Lockwood, P. L., Wittmann, M. K., Apps, M. A., Klein-Flügge, M. C., Crockett, M. J., Humphreys, G. W., & Rushworth, M. F. (2018). Neural mechanisms for learning self and other ownership. Nature Communications, 9(1), 1–11. https://doi.org/10.1038/s41467-018-07231-9
   PubMedGoogle Scholar
• Macrae, C. N., Visokomogilski, A., Golubickis, M., Cunningham, W. A., & Sahraie, A. (2017). Self-relevance prioritizes access to visual awareness. Journal of Experimental Psychology: Human Perception and Performance, 43(3), 438–443. https://doi.org/10.1037/xhp0000361
   PubMed Web of Science ®Google Scholar
• Macrae, C. N., Visokomogilski, A., Golubickis, M., & Sahraie, A. (2018). Self-relevance enhances the benefits of attention on perception. Visual Cognition, 26(7), 475–481. https://doi.org/10.1080/13506285.2018.1498421
   Web of Science ®Google Scholar
• Markus, H. (1977). Self-schemata and processing information about the self. Journal of Personality and Social Psychology, 35(2), 63–78. https://doi.org/10.1037/0022-3514.35.2.63
   Web of Science ®Google Scholar
• Markus, H., & Wurf, E. (1987). The dynamic self-concept: A social psychological perspective. Annual Review of Psychology, 38(1), 299–337. https://doi.org/10.1146/annurev.ps.38.020187.001503
   Web of Science ®Google Scholar
• Markus, H. R., & Nurius, P. (1986). Possible selves. American Psychologist, 41(9), 954–969. https://doi.org/10.1037/0003-066X.41.9.954
   Web of Science ®Google Scholar
• Mather, M., & Carstensen, L. L. (2005). Aging and motivated cognition: The positivity effect in attention and memory. Trends in Cognitive Sciences, 9, 469–502.
   Web of Science ®Google Scholar
• McCabe, S. B., & Gotlib, I. H. (1995). Selective attention and clinical depression: Performance on a deployment-of-attention task. Journal of Abnormal Psychology, 104(1), 241–245. https://doi.org/10.1037/0021-843X.104.1.241
   PubMed Web of Science ®Google Scholar
• Mezulis, A. H., Abramson, L. Y., Hyde, J. S., & Hankin, B. L. (2004). Is there a universal positivity bias in attributions? A meta-analytic review of individual, developmental, and cultural differences in the self-serving attributional bias. Psychological Bulletin, 130(5), 711–747. https://doi.org/10.1037/0033-2909.130.5.711
   PubMed Web of Science ®Google Scholar
• Miletić, S., Boag, R. J., & Forstmann, B. U. (2020). Mutual benefits: Combining reinforcement learning with sequential sampling models. Neuropsychologia, 136, 107261. https://doi.org/10.1016/j.neuropsychologia.2019.107261
   PubMed Web of Science ®Google Scholar
• Mitchell, J. P., Heatherton, T. F., & Macrae, C. N. (2002). Distinct neural systems subserve person and object knowledge. Proceedings of the National Academy of Sciences, 99(23), 15238–15243. https://doi.org/10.1073/pnas.232395699
   PubMed Web of Science ®Google Scholar
• Mitchell, J. P., Macrae, C. N., & Banaji, M. R. (2006). Dissociable medial prefrontal contributions to judgments of similar and dissimilar others. Neuron, 50(4), 655–663. https://doi.org/10.1016/j.neuron.2006.03.040
   PubMed Web of Science ®Google Scholar
• Northoff, G., & Hayes, D. J. (2011). Is our self nothing but reward? Biological Psychiatry, 69(11), 1019–1025. https://doi.org/10.1016/j.biopsych.2010.12.014
   PubMed Web of Science ®Google Scholar
• Oakley, D. A., & Halligan, P. W. (2017). Chasing the rainbow: The non-conscious nature of being. Frontiers in Psychology, 8, 1924. https://doi.org/10.3389/fpsyg.2017.01924
   PubMed Web of Science ®Google Scholar
• Oppenheimer, D. M., Meyvis, T., & Davidenko, N. (2009). Instructional manipulation checks: Detecting satisficing to increase statistical power. Journal of Experimental Social Psychology, 45(4), 867–872. https://doi.org/10.1016/j.jesp.2009.03.009
   Web of Science ®Google Scholar
• Pedersen, M. L., & Frank, M. J. (2020). Simultaneous hierarchical Bayesian parameter estimation for reinforcement learning and drift diffusion models: A tutorial and links to neural data. Computational Brain & Behavior, 3(4), 458–471. https://doi.org/10.1007/s42113-020-00084-w
   PubMedGoogle Scholar
• Pedersen, M. L., Frank, M. J., & Biele, G. (2017). The drift diffusion model as the choice rule in reinforcement learning. Psychonomic Bulletin & Review, 24(4), 1234–1251. https://doi.org/10.3758/s13423-016-1199-y
   PubMed Web of Science ®Google Scholar
• Persson, L., Golubickis, M., Dublas, D., Mastnak, N., Falbén, J. K., Tsamadi, D., Caughey, S., Svensson, S., & Macrae, C. N. (2021). Comparing person and people perception: Multiple group members do not increase stereotype priming. Quarterly Journal of Experimental Psychology, 74(8), 1418–1431. https://doi.org/10.1177/17470218211012852
   Web of Science ®Google Scholar
• Ratcliff, R., Smith, P. L., Brown, S. D., & McKoon, G. (2016). Diffusion decision model: Current issues and history. Trends in Cognitive Sciences, 20(4), 260–281. https://doi.org/10.1016/j.tics.2016.01.007
   PubMed Web of Science ®Google Scholar
• Ratcliff, R., & Tuerlinckx, F. (2002). Estimating parameters of the diffusion model: Approaches dealing with contaminant reaction times and parameter variability. Psychonomic Bulletin & Review, 9(3), 438–481. https://doi.org/10.3758/BF03196302
   PubMed Web of Science ®Google Scholar
• Rescorla, R. A., & Wagner, A. R. (1972). A theory of pavlovian conditioning: Variations in the effectiveness of reinforcement and nonreinforcement. In A. H. Black & W. F. Prokasy (Eds.), Classical conditioning II: Current research and theory (pp. 64–99). Appleton- Century-Crofts.
   Google Scholar
• Reuther, J., & Chakravarthi, R. (2017). Does self-prioritization affect perceptual processes? Visual Cognition, 25(1–3), 381–398. https://doi.org/10.1080/13506285.2017.1323813
   Web of Science ®Google Scholar
• Schäfer, S., Frings, C., & Wentura, D. (2016). About the composition of self-relevance: Conjunctions not features are bound to the self. Psychonomic Bulletin & Review, 23(3), 887–892. https://doi.org/10.3758/s13423-015-0953-x
   PubMed Web of Science ®Google Scholar
• Schäfer, S., Wentura, D., & Frings, C. (2015). Self-prioritization beyond perception. Experimental Psychology, 62(6), 415–425. https://doi.org/10.1027/1618-3169/a000307
   PubMed Web of Science ®Google Scholar
• Schultz, W. (1998). Predictive reward signal of dopamine neurons. Journal of Neurophysiology, 80(1), 1–27. https://doi.org/10.1152/jn.1998.80.1.1
   PubMed Web of Science ®Google Scholar
• Sedikides, C., & Alicke, M. D. (2012). Self-enhancement and self-protection motives. In R. M. Ryan (Ed.), The Oxford handbook of human motivation (pp. 303–322). Oxford University Press.
   Google Scholar
• Sedikides, C., Gaertner, L., & Cai, H. (2015). On the panculturality of self-enhancement and self-protection motivation: The case for the universality of self-esteem. Advances in Motivation Science, 2, 184–241.
   Google Scholar
• Sedikides, C., & Strube, M. J. (1997). Self-evaluation: To thine own self be good, to thine own self be sure, to thine own self be true, and to thine own self be better. Advances in Experimental Social Psychology, 29, 209–269. https://doi.org/10.1016/S0065-2601(08)60018-0
   Web of Science ®Google Scholar
• Segal, Z. V., Gemar, M., Truchon, C., Guirguis, M., & Horowitz, L. M. (1995). A priming methodology for studying self-representation in major depressive disorder. Journal of Abnormal Psychology, 104(1), 205–213. https://doi.org/10.1037/0021-843X.104.1.205
   PubMed Web of Science ®Google Scholar
• Shapiro, K. L., Caldwell, J., & Sorensen, R. E. (1997). Personal names and the attentional blink: A visual “cocktail party” effect. Journal of Experimental Psychology: Human Perception and Performance, 23(2), 504–514. https://doi.org/10.1037/0096-1523.23.2.504
   PubMed Web of Science ®Google Scholar
• Siebold, A., Weaver, M. D., Donk, M., & van Zoest, W. (2015). Social salience does not transfer to oculomotor visual search. Visual Cognition, 23(8), 989–1019. https://doi.org/10.1080/13506285.2015.1121946
   Web of Science ®Google Scholar
• Spiegelhalter, D. J., Best, N. G., Carlin, B. P., & van der Linde, A. (1998). Bayesian deviance, the effective number of parameters, and the comparison of arbitrarily complex models. Research Report, 98-1009.
   Google Scholar
• Spiegelhalter, D. J., Best, N. G., Carlin, B. P., & van der Linde, A. (2002). Bayesian measures of model complexity and fit. Journal of the Royal Statistical Society: Series B, 64, 583–639. https://doi.org/10.1111/1467-9868.00353
   Google Scholar
• Stein, T., Siebold, A., & van Zoest, W. (2016). Testing the idea of privileged awareness of self-relevant information. Journal of Experimental Psychology: Human Perception and Performance, 42(3), 303–307. https://doi.org/10.1037/xhp0000197
   PubMed Web of Science ®Google Scholar
• Sui, J., He, X., & Humphreys, G. W. (2012). Perceptual effects of social salience: Evidence from self-prioritization effects on perceptual matching. Journal of Experimental Psychology: Human Perception and Performance, 38(5), 1105–1117. https://doi.org/10.1037/a0029792
   PubMed Web of Science ®Google Scholar
• Sui, J., & Humphreys, G. W. (2015). The integrative self: How self-reference integrates perception and memory. Trends in Cognitive Sciences, 19(12), 719–728. https://doi.org/10.1016/j.tics.2015.08.015
   PubMed Web of Science ®Google Scholar
• Sui, J., & Humphreys, G. W. (2017). The ubiquitous self: What the properties of self-bias tell us about the self. Annals of the New York Academy of Sciences, 1396(1), 222–235. https://doi.org/10.1111/nyas.13197
   PubMed Web of Science ®Google Scholar
• Sui, J., & Rotshtein, P. (2019). Self-prioritization and the attentional systems. Current Opinion in Psychology, 29, 148–152. https://doi.org/10.1016/j.copsyc.2019.02.010
   PubMed Web of Science ®Google Scholar
• Sui, J., Rotshtein, P., & Humphreys, G. W. (2013). Coupling social attention to the self forms a network for personal significance. Proceedings of the National Academy of Sciences, 110(19), 7607–7612. https://doi.org/10.1073/pnas.1221862110
   PubMed Web of Science ®Google Scholar
• Sutton, R. S., & Barto, A. G. (1998). Reinforcement learning: An introduction (Vol. 135). MIT Press.
   Google Scholar
• Svensson, S. L., Golubickis, M., Maclean, H., Falbén, J. K., Persson, L. M., Tsamadi, D., Caughey, S., Sahraie, A., & Neil Macrae, C. (2022). More or less of me and you: Self-relevance augments the effects of item probability on stimulus prioritization. Psychological Research, 86(4), 1145–1164. https://doi.org/10.1007/s00426-021-01562-x
   PubMed Web of Science ®Google Scholar
• Symons, C. S., & Johnson, B. T. (1997). The self-reference effect in memory: A meta-analysis. Psychological Bulletin, 121(3), 371–394. https://doi.org/10.1037/0033-2909.121.3.371
   PubMed Web of Science ®Google Scholar
• Taylor, S. E., & Brown, J. D. (1988). Illusion and well-being: A social psychological perspective on mental health. Psychological Bulletin, 103(2), 193–210. https://doi.org/10.1037/0033-2909.103.2.193
   PubMed Web of Science ®Google Scholar
• Tsamadi, D., Falbén, J. K., Persson, L. M., Golubickis, M., Caughey, S., Sahin, B., & macrae, C. N. (2020). Stereotype-based priming without stereotype activation: A tale of two priming tasks. Quarterly Journal of Experimental Psychology, 73(11), 1939–1948. https://doi.org/10.1177/1747021820925396
   Web of Science ®Google Scholar
• Unkelbach, C., Alves, H., & Koch, A. (2020). Negativity bias, positivity bias, and valence asymmetries: Explaining the differential processing of positive and negative information. Advances in Experimental Social Psychology, 62, 115–187. https://doi.org/10.1016/bs.aesp.2020.04.005
   Web of Science ®Google Scholar
• Vicovaro, M., Delmaso, M., & Bertamini, M. (2022). Towards the boundaries of self-prioritization: Associating the self with asymmetric shapes disrupts the self-prioritization effect. Journal of Experimental Psychology: Human Perception and Performance, 48(9), 972–986. https://doi.org/10.1037/xhp0001036
   PubMed Web of Science ®Google Scholar
• Wang, H., Humphreys, G., & Sui, J. (2016). Expanding and retracting from the self: Gains and costs in switching self-associations. Journal of Experimental Psychology: Human Perception and Performance, 42(2), 247–256. https://doi.org/10.1037/xhp0000125
   PubMed Web of Science ®Google Scholar
• Watkins, C., & Dayan, P. (1992). Q-learning. Machine Learning, 8, 279–292.
   Web of Science ®Google Scholar
• Wiecki, T. V., Sofer, I., & Frank, M. J. (2013). HDDM: Hierarchical Bayesian estimation of the drift-diffusion model in Python. Frontiers in Neuroinformatics, 7, 1–10. https://doi.org/10.3389/fninf.2013.00014
   PubMed Web of Science ®Google Scholar
• Woźniak, M., & Knoblich, G. (2021). Self-prioritization depends on assumed task-relevance of self-association. Psychological Research, 86(5), 1599–1614. https://doi.org/10.1007/s00426-021-01584-5
   PubMed Web of Science ®Google Scholar
• Woźniak, M., & Knoblich, G. (2019). Self-prioritization of fully unfamiliar stimuli. Quarterly Journal of Experimental Psychology, 72(8), 2110–2120. https://doi.org/10.1177/1747021819832981
   Web of Science ®Google Scholar
• Yankouskaya, A., Bührle, R., Lugt, E., Stolte, M., & Sui, J. (2020). Intertwining personal and reward relevance: Evidence from the drift-diffusion model. Psychological Research, 84(1), 32–50. https://doi.org/10.1007/s00426-018-0979-6
   PubMed Web of Science ®Google Scholar
• Yankouskaya, A., & Sui, J. (2022). Self-prioritization is supported by interactions between large- scale brain networks. European Journal of Neuroscience, 55(5), 1244–1261. https://doi.org/10.1111/ejn.15612
   PubMed Web of Science ®Google Scholar
• Ye, Y., & Gawronski, B. (2016). When possessions become part of the self: Ownership and implicit self-object liking. Journal of Experimental Social Psychology, 64, 72–87. https://doi.org/10.1016/j.jesp.2016.01.012
   Web of Science ®Google Scholar
• Yin, S., Sui, J., Chiu, Y.-C., Chen, A., & Egner, T. (2019). Automatic prioritization of self-referential stimuli in working memory. Psychological Science, 30(3), 415–423. https://doi.org/10.1177/0956797618818483
   PubMed Web of Science ®Google Scholar
• Ziegler, S., Pedersen, M. L., Mowinckel, A. M., & Biele, G. (2016). Modelling ADHD: A review of ADHD theories through their predictions for computational models of decision-making and reinforcement learning. Neuroscience & Biobehavioral Reviews, 71, 633–656. https://doi.org/10.1016/j.neubiorev.2016.09.002
   PubMed Web of Science ®Google Scholar