Advances in Psychological Science ›› 2026, Vol. 34 ›› Issue (10): 1722-1732.doi: 10.3724/SP.J.1042.2026.1722
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Received:2026-03-13
Online:2026-10-15
Published:2026-07-20
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ZHENG Ya
E-mail:zhengya1982@gmail.com
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ZHENG Ya, YANG Ziyang. A two-stage model of the effects of prosocial effort on reward processing[J]. Advances in Psychological Science, 2026, 34(10): 1722-1732.
| [1] | 谢晓非, 寇彧. (2024). 亲社会行为:社会互动和社会发展中的人性光辉(序言). 心理学报, 56(9), 1157-1158. https://doi.org/10.3724/sp.J.1041.2024.01157 |
| [2] | Aronson, E., & Mills, J. (1959). The effect of severity of initiation on liking for a group. The Journal of Abnormal and Social Psychology, 59(2), 177-181. https://doi.org/10.1037/h0047195 |
| [3] | Batson, C. D., Batson, J. G., Slingsby, J. K., Harrell, K. L., Peekna, H. M., & Todd, R. M. (1991). Empathic joy and the empathy-altruism hypothesis. Journal of Personality and Social Psychology, 61(3), 413-426. https://doi.org/10.1037/0022-3514.61.3.413 |
| [4] | Bogdanov, M., Renault, H., LoParco, S., Weinberg, A., & Otto, A. R. (2022). Cognitive effort exertion enhances electrophysiological responses to rewarding outcomes. Cerebral Cortex, 32(19), 4255-4270. https://doi.org/10.1093/cercor/bhab480 |
| [5] | Brown, S. L., & Brown, R. M. (2015). Connecting prosocial behavior to improved physical health: Contributions from the neurobiology of parenting. Neuroscience & Biobehavioral Reviews, 55, 1-17. https://doi.org/10.1016/j.neubiorev.2015.04.004 |
| [6] | Bustamante, L. A., Oshinowo, T., Lee, J. R., Tong, E., Burton, A. R., Shenhav, A., Cohen, J. D., & Daw, N. D. (2023). Effort Foraging Task reveals positive correlation between individual differences in the cost of cognitive and physical effort in humans. Proceedings of the National Academy of Sciences, 120(50), e2221510120. |
| [7] | Chong, T. T., Apps, M., Giehl, K., Sillence, A., Grima, L. L., & Husain, M. (2017). Neurocomputational mechanisms underlying subjective valuation of effort costs. PLoS Biology, 15(2), e1002598. https://doi.org/10.1371/journal.pbio.1002598 |
| [8] | Clay, G., Mlynski, C., Korb, F. M., Goschke, T., & Job, V. (2022). Rewarding cognitive effort increases the intrinsic value of mental labor. Proceedings of the National Academy of Sciences, 119(5), e2111785119. https://doi.org/10.1073/pnas.2111785119 |
| [9] | Contreras-Huerta, L. S., Lockwood, P. L., Bird, G., Apps, M. A. J., & Crockett, M. J. (2022). Prosocial behavior is associated with transdiagnostic markers of affective sensitivity in multiple domains. Emotion, 22(5), 820-835. https://doi.org/10.1037/emo0000813 |
| [10] | Contreras-Huerta, L. S., Pisauro, M. A., & Apps, M. A. J. (2020). Effort shapes social cognition and behaviour: A neuro-cognitive framework. Neuroscience & Biobehavioral Reviews, 118, 426-439. https://doi.org/10.1016/j.neubiorev.2020.08.003 |
| [11] | Crockett, M. J., Kurth-Nelson, Z., Siegel, J. Z., Dayan, P., & Dolan, R. J. (2014). Harm to others outweighs harm to self in moral decision making. Proceedings of the National Academy of Sciences, 111(48), 17320-17325. |
| [12] | Crockett, M. J., Siegel, J. Z., Kurth-Nelson, Z., Dayan, P., & Dolan, R. J. (2017). Moral transgressions corrupt neural representations of value. Nature Neuroscience, 20(6), 879-885. https://doi.org/10.1038/nn.4557 |
| [13] | Depow, G. J., Lin, H., & Inzlicht, M. (2022). Cognitive effort for self, strangers, and charities. Scientific Reports, 12(1), 15009. https://doi.org/10.1038/s41598-022-19163-y |
| [14] | Dobryakova, E., Jessup, R. K., & Tricomi, E. (2017). Modulation of ventral striatal activity by cognitive effort. NeuroImage, 147, 330-338. https://doi.org/10.1016/j.neuroimage.2016.12.029 |
| [15] | Engel, C. (2011). Dictator games: A meta study. Experimental Economics, 14(4), 583-610. https://doi.org/10.1007/s10683-011-9283-7 |
| [16] | Forbes, P. A. G., Aydogan, G., Braunstein, J., Todorova, B., Wagner, I. C., Lockwood, P. L., ... Lamm, C. (2024). Acute stress reduces effortful prosocial behaviour. eLife, 12, RP87271. https://doi.org/10.7554/eLife.87271 |
| [17] | Gaule, A., Martin, P., Lockwood, P. L., Cutler, J., Apps, M., Roberts, R., ... Viding, E. (2024). Reduced prosocial motivation and effort in adolescents with conduct problems and callous-unemotional traits. Journal of Child Psychology and Psychiatry, 65(8), 1061-1071. |
| [18] | Gouldner, A. W. (1960). The norm of reciprocity: A preliminary statement. American Sociological Review, 25(2), 161-178. |
| [19] | Hein, G., Silani, G., Preuschoff, K., Batson, C. D., & Singer, T. (2010). Neural responses to ingroup and outgroup members' suffering predict individual differences in costly helping. Neuron, 68(1), 149-160. https://doi.org/10.1016/j.neuron.2010.09.003 |
| [20] | Hernandez Lallement, J., Kuss, K., Trautner, P., Weber, B., Falk, A., & Fliessbach, K. (2014). Effort increases sensitivity to reward and loss magnitude in the human brain. Social Cognitive and Affective Neuroscience, 9(3), 342-349. https://doi.org/10.1093/scan/nss147 |
| [21] | Husain, M., & Roiser, J. P. (2018). Neuroscience of apathy and anhedonia: A transdiagnostic approach. Nature Reviews Neuroscience, 19(8), 470-484. https://doi.org/10.1038/s41583-018-0029-9 |
| [22] | Imas, A. (2014). Working for the "warm glow": On the benefits and limits of prosocial incentives. Journal of Public Economics, 114, 14-18. https://doi.org/10.1016/j.jpubeco.2013.11.006 |
| [23] | Inzlicht, M., Shenhav, A., & Olivola, C. Y. (2018). The effort paradox: Effort is both costly and valued. Trends in Cognitive Sciences, 22(4), 337-349. https://doi.org/10.1016/j.tics.2018.01.007 |
| [24] | Jiang, H., & Zheng, Y. (2024). Effort expenditure increases risk-taking for improbable rewards. Personality and Social Psychology Bulletin, 51(8), 1-15. https://doi.org/10.1177/01461672231218746 |
| [25] | Jones, B. A. (2021). A review of social discounting: The impact of social distance on altruism. The Psychological Record, 72(3), 511-515. https://doi.org/10.1007/s40732-021-00488-5 |
| [26] | Kool, W., & Botvinick, M. (2018). Mental labour. Nature Human Behaviour, 2(12), 899-908. https://doi.org/10.1038/s41562-018-0401-9 |
| [27] | Kurzban, R., Duckworth, A., Kable, J. W., & Myers, J. (2013). An opportunity cost model of subjective effort and task performance. Behavioral and Brain Sciences, 36(6), 661-679. https://doi.org/10.1017/S0140525X12003196 |
| [28] | Liu, J., Gu, R., Liao, C., Lu, J., Fang, Y., Xu, P., Luo, Y. J., & Cui, F. (2020). The neural mechanism of the social framing effect: Evidence from fMRI and tDCS studies. Journal of Neuroscience, 40(18), 3646-3656. |
| [29] | Lockwood, P. L., Abdurahman, A., Gabay, A. S., Drew, D., Tamm, M., Husain, M., & Apps, M. A. J. (2021). Aging increases prosocial motivation for effort. Psychological Science, 32(5), 668-681. https://doi.org/10.1177/0956797620975781 |
| [30] | Lockwood, P. L., Apps, M. A., & Chang, S. W. (2020). Is there a ‘social’brain? Implementations and algorithms. Trends in Cognitive Sciences, 24(10), 802-813. https://doi.org/10.1016/j.tics.2020.06.011 |
| [31] | Lockwood, P. L., Hamonet, M., Zhang, S. H., Ratnavel, A., Salmony, F. U., Husain, M., & Apps, M. A. J. (2017). Prosocial apathy for helping others when effort is required. Nature Human Behaviour, 1(7), 0131. https://doi.org/10.1038/s41562-017-0131 |
| [32] | Lockwood, P. L., van den Bos, W., & Dreher, J.-C. (2025). Moral learning and decision-making across the lifespan. Annual Review of Psychology, 76(1), 475-500. https://doi.org/10.1146/annurev-psych-021324-060611 |
| [33] | Lockwood, P. L., Wittmann, M. K., Nili, H., Matsumoto- Ryan, M., Abdurahman, A., Cutler, J., Husain, M., & Apps, M. A. J. (2022). Distinct neural representations for prosocial and self-benefiting effort. Current Biology, 32(19), 4172-4185. https://doi.org/10.1016/j.cub.2022.08.010 |
| [34] | Lopez-Gamundi, P., Mas-Herrero, E., & Marco-Pallares, J. (2024). Disentangling effort from probability of success: Temporal dynamics of frontal midline theta in effort-based reward processing. Cortex, 176, 94-112. https://doi.org/10.1016/j.cortex.2024.03.014 |
| [35] | Norton, M. I., Mochon, D., & Ariely, D. (2012). The IKEA effect: When labor leads to love. Journal of Consumer Psychology, 22(3), 453-460. https://doi.org/10.1016/j.jcps.2011.08.002 |
| [36] | Pan, W., Lu, J., Wu, L., Kou, J., & Lei, Y. (2023). Expending effort may share neural responses with reward and evokes high subjective satisfaction. Biological Psychology, 177, 108480. https://doi.org/10.1016/j.biopsycho.2022.108480 |
| [37] | Persson, E., Tinghög, G., & Västfjäll, D. (2024). Intertemporal prosocial behavior: A review and research agenda. Frontiers in Psychology, 15, 1359447. |
| [38] | Pfattheicher, S., Nielsen, Y. A., & Thielmann, I. (2022). Prosocial behavior and altruism: A review of concepts and definitions. Current Opinion in Psychology, 44, 124-129. https://doi.org/10.1016/j.copsyc.2021.08.021 |
| [39] | Qu, C., Hu, Y., Tang, Z., Derrington, E., & Dreher, J. C. (2020). Neurocomputational mechanisms underlying immoral decisions benefiting self or others. Social Cognitive and Affective Neuroscience, 15(2), 135-149. https://doi.org/10.1093/scan/nsaa029 |
| [40] | Ruff, C. C., & Fehr, E. (2014). The neurobiology of rewards and values in social decision making. Nature Reviews Neuroscience, 15(8), 549-562. https://doi.org/10.1038/nrn3776 |
| [41] | Sellitto, M., Neufang, S., Schweda, A., Weber, B., & Kalenscher, T. (2021). Arbitration between insula and temporoparietal junction subserves framing-induced boosts in generosity during social discounting. NeuroImage, 238, 118211. https://doi.org/10.1016/j.neuroimage.2021.118211 |
| [42] | Shenhav, A., Musslick, S., Lieder, F., Kool, W., Griffiths, T. L., Cohen, J. D., & Botvinick, M. M. (2017). Toward a rational and mechanistic account of mental effort. Annual Review of Neuroscience, 40, 99-124. https://doi.org/10.1146/annurev-neuro-072116-031526 |
| [43] | Suzuki, S., Lawlor, V. M., Cooper, J. A., Arulpragasam, A. R., & Treadway, M. T. (2021). Distinct regions of the striatum underlying effort, movement initiation and effort discounting. Nature Human Behaviour, 5(3), 378-388. https://doi.org/10.1038/s41562-020-00972-y |
| [44] | Talbot, J., Cutler, J., Tamm, M., Little, S. J., Harmer, C. J., Husain, M., Lockwood, P. L., & Apps, M. A. J. (2025). Dopamine boosts motivation for prosocial effort in Parkinson’s disease. The Journal of Neuroscience, e1593242024. https://doi.org/10.1523/jneurosci.1593-24.2024 |
| [45] | Umemoto, A., Lin, H., & Holroyd, C. B. (2022). Electrophysiological measures of conflict and reward processing are associated with decisions to engage in physical effort. Psychophysiology, 60(2), e14176. https:// doi.org/10.1111/psyp.14176 |
| [46] | Vanags, P., Cutler, J., Kosse, F., & Lockwood, P. L. (2025). Greater income and financial well-being are associated with higher prosocial preferences and behaviors across 76 countries. PNAS nexus, 4(2), pgae582. https://doi.org/10.1093/pnasnexus/pgae582 |
| [47] | Westbrook, A., van den Bosch, R., Maatta, J. I., Hofmans, L., Papadopetraki, D., Cools, R., & Frank, M. J. (2020). Dopamine promotes cognitive effort by biasing the benefits versus costs of cognitive work. Science, 367(6484), 1362-1366. https://doi.org/10.1126/science.aaz5891 |
| [48] | Wu, M., & Zheng, Y. (2023). Physical effort paradox during reward evaluation and links to perceived control. Cerebral Cortex, 33(15), 9343-9353. https://doi.org/10.1093/cercor/bhad207 |
| [49] | Wu, R., Ferguson, A. M., & Inzlicht, M. (2023). Do humans prefer cognitive effort over doing nothing? Journal of Experimental Psychology: General, 152(4), 1069-1079. https://doi.org/10.1037/xge0001320 |
| [50] | Yi, W., Mei, S., Zhang, M., & Zheng, Y. (2020). Decomposing the effort paradox in reward processing: Time matters. Neuropsychologia, 137, 107311. |
| [51] | Zentall, T. R. (2010). Justification of effort by humans and pigeons. Current Directions in Psychological Science, 19(5), 296-300. https://doi.org/10.1177/0963721410383381 |
| [52] | Zhang, M., & Zheng, Y. (2022). Neural dynamics of effort-modulated reward processing. Psychophysiology, 59(10), e14070. https://doi.org/10.1111/psyp.14070 |
| [53] | Zheng, Y., Zhang, M., & Wu, M. (2024). Effort discounts reward-based control allocation: A neurodynamic perspective. Psychophysiology, 61(2), e14451. https://doi.org/10.1111/psyp.14451 |
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