Abstract
In this paper, findings from research in neuroscience of morality will be reviewed to consider the purposes of moral education. Particularly, I will focus on two main themes in neuroscience, novel neuroimaging and experimental investigations, and Bayesian learning mechanism. First, I will examine how neuroimaging and experimental studies contributed to our understanding of psychological mechanisms associated with moral functioning while addressing methodological concerns. Second, Bayesian learning mechanism will be introduced to acquire insights about how moral learning occurs in human brains. Based on the reviewed neuroscientific research on morality, I will examine how evidence can support the model of moral education proposed by virtue ethics, Neo-Aristotelian moral philosophy in particular. Particularly, two main aims of virtue ethics-based moral education, the habituation of virtues and the cultivation of phronesis, will be discussed as the important purposes of moral education based on neuroscientific evidence.
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Notes
Kristjánsson and Fowers (2022) employed the example of decathlon to explain how the concept of phronesis, practical wisdom, plays fundamental roles in optimal moral functioning. Given that phronesis is associated with how to render the best decision in a given situation, it is inseparable from considering multiple complex conditions as well as organizing the coordination of virtues and values. These aspects of phronesis are similar to the nature of the decathlon, which requires its players to well organize cooperation of diverse athletic skills across different subjects depending on situational factors instead of merely focusing on individual subjects.
References
Anscombe GEM (1958) Modern Moral Philosophy. Philosophy 33:1–19
Athanassoulis N (2000) A Response to Harman: Virtue Ethics and Character Traits. Proceedings of the Aristotelian Society (Hardback) 100:215–221. https://doi.org/10.1111/j.0066-7372.2003.00012.x
Babyak MA (2004) What you see May not be what you get: a brief, nontechnical introduction to overfitting in regression-type models. Psychosom Med 66:411–421. https://doi.org/10.1097/01.psy.0000127692.23278.a9
Bestmann S, Feredoes E (2013) Combined neurostimulation and neuroimaging in cognitive neuroscience: past, present, and future. Ann N Y Acad Sci 1296:11–30. https://doi.org/10.1111/nyas.12110
Blair RJR (2007) The amygdala and ventromedial prefrontal cortex in morality and psychopathy. Trends Cogn Sci 11:387–392. https://doi.org/10.1016/j.tics.2007.07.003
Bowers JS (2016) The practical and principled problems with Educational Neuroscience. Psychol Rev. https://doi.org/10.1037/rev0000025
Bressler SL, Menon V (2010) Large-scale brain networks in cognition: emerging methods and principles. Trends Cogn Sci 14:277–290. https://doi. org/S1364-6613(10)00089-6 [pii]
Buckner RL, Andrews-Hanna JR, Schacter DL (2008) The brain’s default network: anatomy, function, and relevance to disease. Ann N Y Acad Sci 1124:1–38. https://doi.org/10.1196/annals.1440.011
Bulger SM, Housner LD, Lee AM (2008) Curriculum alignment: a View from Physical Education Teacher Education. J Phys Educ Recreation Dance 79:44–49. https://doi.org/10.1080/07303084.2008.10598215
Bzdok D, Schilbach L, Vogeley K et al (2012) Parsing the neural correlates of moral cognition: ALE meta-analysis on morality, theory of mind, and empathy. Brain Struct Function 217:783–796. https://doi.org/10.1007/s00429-012-0380-y
Cáceda R, James GA, Ely TD et al (2011) Mode of Effective Connectivity within a putative neural network differentiates Moral Cognitions related to Care and Justice Ethics. PLoS ONE 6:e14730. https://doi.org/10.1371/journal.pone.0014730
Churchland PM (1998) Toward a cognitive neurobiology of the Moral Virtues. Topoi 17:83–96
Colby A, Damon W (1993) The uniting of self and morality in the development of extraordinary moral commitment. In: Noam GG, Wren TE (eds) The moral self. MIT Press, Cambridge, MA, pp 149–174
Curren R (1999) Cultivating the Intellectual and Moral Virtues. In: Carr D, Steutel J (eds) Virtue Ethics and Moral Education. Routledge, London, UK, pp 69–83
Cushman F, Kumar V, Railton P (2017) Moral learning: psychological and philosophical perspectives. Cognition 167:1–10. https://doi.org/10.1016/j.cognition.2017.06.008
Darnell C, Gulliford L, Kristjánsson K, Paris P (2019) Phronesis and the knowledge-action gap in Moral psychology and Moral Education: a New Synthesis? Hum Dev 62:101–129. https://doi.org/10.1159/000496136
De Caro M, Marraffa M, Vaccarezza MS (2021) The priority of phronesis: how to rescue virtue theory from its crisis. In: De Caro M, Vaccarezza MS (eds) Practical wisdom: philosophical and psychological perspectives. Routledge, New York, NY, pp 29–51
De Caro M, Vaccarezza MS, Niccoli A (2018) Phronesis as ethical expertise: naturalism of Second Nature and the Unity of Virtue. J Value Inquiry 52:287–305. https://doi.org/10.1007/s10790-018-9654-9
Dockès J, Poldrack RA, Primet R et al (2020) NeuroQuery, comprehensive meta-analysis of human brain mapping. https://doi.org/10.7554/eLife.53385. eLife 9:
Eickhoff SB, Kernbach J, Bzdok D (2020) Meta-analyses in Basic and Clinical Neuroscience: state of the art and perspective. In: Ulmer S, Jansen O (eds) fMRI. Springer International Publishing, Cham, pp 117–129
Epskamp S, Fried EI (2018) A tutorial on regularized partial correlation networks. Psychol Methods 23. https://doi.org/10.1037/met0000167
Fede SJ, Dean SF, Manuweera T, Momenan R (2020) A guide to literature informed decisions in the design of Real Time fMRI Neurofeedback Studies: a systematic review. Front Hum Neurosci 14:60. https://doi.org/10.3389/fnhum.2020.00060
Friston KJ, Buechel C, Fink GR et al (1997) Psychophysiological and modulatory interactions in neuroimaging. NeuroImage 6:218–229. https://doi.org/10.1006/nimg.1997.0291
Greene JD (2014) Beyond Point-and-shoot morality: why cognitive (neuro)science matters for Ethics. Ethics 124:695–726. https://doi.org/10.1086/675875
Greene JD, Sommerville RB, Nystrom LE et al (2001) An fMRI investigation of emotional engagement in moral judgment. Science 293:2105–2108. https://doi.org/10.1126/science.1062872
Hackel LM, Amodio DM (2018) Computational neuroscience approaches to social cognition. Curr Opin Psychol 24:92–97. https://doi.org/10.1016/j.copsyc.2018.09.001
Han H (2017) Neural correlates of moral sensitivity and moral judgment associated with brain circuitries of selfhood: a meta-analysis. J Moral Educ 46:97–113. https://doi.org/10.1080/03057240.2016.1262834
Han H (2016) How can neuroscience contribute to moral philosophy, psychology and education based on aristotelian virtue ethics? Int J Ethics Educ 1:201–217. https://doi.org/10.1007/s40889-016-0016-9
Han H (2022) A Novel Method to use coordinate based Meta-Analysis to determine a prior distribution for Voxelwise bayesian second-level fMRI analysis. Mathematics 10:356. https://doi.org/10.3390/math10030356
Han H, Chen J, Jeong C, Glover GH (2016) Influence of the cortical midline structures on moral emotion and motivation in moral decision-making. Behav Brain Res 302:237–251. https://doi.org/10.1016/j.bbr.2016.01.001
Han H, Kim J, Jeong C, Cohen GL (2017) Attainable and relevant Moral Exemplars are more effective than extraordinary exemplars in promoting Voluntary Service Engagement. Front Psychol 8:283. https://doi.org/10.3389/fpsyg.2017.00283
Han H, Lee K, Soylu F (2020) Applying the Deep Learning Method for simulating outcomes of Educational Interventions. SN Comput Sci 1:70. https://doi.org/10.1007/s42979-020-0075-z
Han H, Soylu F, Anchan DM (2019) Connecting levels of analysis in Educational Neuroscience: a review of multi-level structure of Educational Neuroscience with concrete examples. Trends in Neuroscience and Education 100113. https://doi.org/10.1016/j.tine.2019.100113
Han H, Workman CI, May J et al (2022) Which moral exemplars inspire prosociality? Philosophical Psychol 1–28. https://doi.org/10.1080/09515089.2022.2035343
Hohenfeld C, Nellessen N, Dogan I et al (2017) Cognitive improvement and brain changes after real-time functional MRI Neurofeedback Training in Healthy Elderly and Prodromal Alzheimer’s Disease. Front Neurol 8:384. https://doi.org/10.3389/fneur.2017.00384
Imperatori C, Della Marca G, Amoroso N et al (2017) Alpha/Theta Neurofeedback increases mentalization and default Mode Network Connectivity in a non-clinical sample. Brain Topogr 30:822–831. https://doi.org/10.1007/s10548-017-0593-8
Johansen-Berg H (2012) The future of functionally-related structural change assessment. NeuroImage 62:1293–1298. https://doi.org/10.1016/j.neuroimage.2011.10.073
Jordan K, Kristjánsson K (2017) Sustainability, virtue ethics, and the virtue of harmony with nature. Environ Educ Res 23:1205–1229. https://doi.org/10.1080/13504622.2016.1157681
Kim M, Park B, Young L (2020) The psychology of motivated versus rational impression updating. Trends Cogn Sci 24:101–111. https://doi.org/10.1016/j.tics.2019.12.001
Klein C (2012) Cognitive ontology and region- versus network-oriented analyses. Philos of Sci 79:952–960. https://doi.org/10.1086/667843
Koban L, Gianaros PJ, Kober H, Wager TD (2021) The self in context: brain systems linking mental and physical health. Nat Rev Neurosci 22:309–322. https://doi.org/10.1038/s41583-021-00446-8
Kristjánsson K (2013) Virtues and vices in positive psychology: a philosophical critique. Cambridge University Press, New York, NY
Kristjansson K (2015) Aristotelian Character Education. Routledge, Abington
Kristjánsson K (2005) Smoothing it: some aristotelian misgivings about the phronesis-praxis perspective on education. Educational Philos Theory 37:455–473. https://doi.org/10.1111/j.1469-5812.2005.00135.x
Kristjánsson K, Fowers B (2022) Phronesis as moral decathlon: contesting the redundancy thesis about phronesis. Philosophical Psychology 1–20. https://doi.org/10.1080/09515089.2022.2055537
Kristjánsson K, Fowers B, Darnell C, Pollard D (2021) Phronesis (practical wisdom) as a type of Contextual Integrative thinking. Rev Gen Psychol 25:239–257. https://doi.org/10.1177/10892680211023063
Lampit A, Hallock H, Suo C et al (2015) Cognitive training-induced short-term functional and long-term structural plastic change is related to gains in global cognition in healthy older adults: a pilot study. Front Aging Neurosci 7. https://doi.org/10.3389/fnagi.2015.00014
Lapsley DK (2021) The Developmental Science of Phronesis. In: De Caro M, Vaccarezza MS (eds) Practical wisdom: philosophical and psychological perspectives. Routledge, New York
Lenzen LM, Donges MR, Eickhoff SB, Poeppl TB (2021) Exploring the neural correlates of (altered) moral cognition in psychopaths. Behav Sci Law 39:731–740. https://doi.org/10.1002/bsl.2539
Li C-X, Zhang X (2018) Evaluation of prolonged administration of isoflurane on cerebral blood flow and default mode network in macaque monkeys anesthetized with different maintenance doses. Neurosci Lett 662:402–408. https://doi.org/10.1016/j.neulet.2017.10.034
Lou HC, Luber B, Stanford A, Lisanby SH (2010) Self-specific processing in the default network: a single-pulse TMS study. Exp Brain Res 207:27–38. https://doi.org/10.1007/s00221-012-3249-7
McDiarmid AD, Tullett AM, Whitt CM et al (2021) Psychologists update their beliefs about effect sizes after replication studies. Nat Hum Behav 5:1663–1673. https://doi.org/10.1038/s41562-021-01220-7
Navarini C (2020) The likelihood of actions and the Neurobiology of Virtues: Veto and Consent Power. Ethic Theory Moral Prac 23:309–323. https://doi.org/10.1007/s10677-020-10081-4
Noel J (1999) On the Varieties of Phronesis. Educational Philos Theory 31:273–289. https://doi.org/10.1111/j.1469-5812.1999.tb00466.x
Nussbaum MC (1999) Virtue Ethics: a misleading category? J Ethics 3:163–201. https://doi.org/10.1023/A:1009877217694
O’Reilly JX, Jbabdi S, Behrens TEJ (2012) How can a bayesian approach inform neuroscience?: how can a bayesian approach inform neuroscience? Eur J Neurosci 35:1169–1179. https://doi.org/10.1111/j.1460-9568.2012.08010.x
Poldrack RA, Yarkoni T (2016) From Brain Maps to Cognitive Ontologies: Informatics and the search for Mental structure. Ann Rev Psychol 67:587–612. https://doi.org/10.1146/annurev-psych-122414-033729
Prehn K, Korczykowski M, Rao H et al (2015) Neural Correlates of Post-Conventional Moral reasoning: a voxel-based Morphometry Study. PLoS ONE 10:e0122914. https://doi.org/10.1371/journal.pone.0122914
Pujol J, Batalla I, Contreras-Rodríguez O et al (2012) Breakdown in the brain network subserving moral judgment in criminal psychopathy. Soc Cognit Affect Neurosci 7:917–923. https://doi.org/10.1093/scan/nsr075
Raine A, Yang Y (2006) Neural foundations to moral reasoning and antisocial behavior. Soc Cognit Affect Neurosci 1:203–213. https://doi.org/10.1093/scan/nsl033
Ramsey JD, Hanson SJ, Hanson C et al (2010) Six problems for causal inference from fMRI. NeuroImage 49:1545–1558. https://doi.org/10.1016/j.neuroimage.2009.08.065
Riva P, Manfrinati A, Sacchi S et al (2019) Selective changes in moral judgment by noninvasive brain stimulation of the medial prefrontal cortex. Cogn Affect Behav Neurosci 19:797–810. https://doi.org/10.3758/s13415-018-00664-1
Rubin TN, Koyejo O, Gorgolewski KJ et al (2017) Decoding brain activity using a large-scale probabilistic functional-anatomical atlas of human cognition. PLoS Comput Biol 13:e1005649. https://doi.org/10.1371/journal.pcbi.1005649
Ruff CC, Ugazio G, Fehr E (2013) Changing Social Norm Compliance with Noninvasive Brain Stimulation. Science 342:482–484. https://doi.org/10.1126/science.1241399
Sämann PG, Wehrle R, Hoehn D et al (2011) Development of the Brain’s default Mode Network from Wakefulness to slow Wave Sleep. Cereb Cortex 21:2082–2093. https://doi.org/10.1093/cercor/bhq295
Sanderse W (2014) An aristotelian model of Moral Development. J Philos Educ. https://doi.org/10.1111/1467-9752.12109
Sanderse W (2020) Does Aristotle believe that habituation is only for children? J Moral Educ 49:98–110. https://doi.org/10.1080/03057240.2018.1497952
Schurz M, Radua J, Tholen MG et al (2021) Toward a hierarchical model of social cognition: a neuroimaging meta-analysis and integrative review of empathy and theory of mind. Psychol Bull 147:293–327. https://doi.org/10.1037/bul0000303
Sinharay S, Stern HS (2002) On the sensitivity of Bayes factors to the prior distributions. Am Stat 56:196–201. https://doi.org/10.1198/000313002137
Steutel J, Spiecker B (2004) Cultivating sentimental dispositions through aristotelian habituation. J Philos Educ 38:531–549. https://doi.org/10.1111/j.0309-8249.2004.00403.x
Tymofiyeva O, Gaschler R (2021) Training-Induced neural plasticity in Youth: a systematic review of structural and functional MRI studies. Front Hum Neurosci 14:497245. https://doi.org/10.3389/fnhum.2020.497245
Valk SL, Bernhardt BC, Trautwein F-M et al (2017) Structural plasticity of the social brain: Differential change after socio-affective and cognitive mental training. Sci Adv 3:e1700489. https://doi.org/10.1126/sciadv.1700489
Vance J, Werner PJ (2022) Attentional Moral Perception. J Moral Philos. https://doi.org/10.1163/17455243-20220001
Yarkoni T, Poldrack RA, Nichols TE et al (2011) Large-scale automated synthesis of human functional neuroimaging data. Nat Methods 8:665–670. https://doi.org/10.1038/nmeth.1635
Yeager DS, Walton GM (2011) Social-psychological interventions in education: they’re not magic. Rev Educ Res 81:267–301. https://doi.org/10.3102/0034654311405999
Young L, Camprodon JA, Hauser M et al (2010) Disruption of the right temporoparietal junction with transcranial magnetic stimulation reduces the role of beliefs in moral judgments. Proc Natl Acad Sci USA 107:6753–6758. https://doi.org/10.1073/pnas.0914826107
Zou H, Hastie T (2005) Regularization and variable selection via the elastic net. J Royal Stat Soc Ser B: Stat Methodol 67:301–320. https://doi.org/10.1111/j.1467-9868.2005.00503.x
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The author thanks Peter Königs, Gregor Hochstetter, Hanno Sauer, Paul Rehren, Kirsten Meyer, Dominik Balg, Alex Madva, and other workshop members as well as three anonymous reviewers for their constructive comments on an earlier version of the manuscript. The author also appreciates Kelsie J Dawson’s feedback on the revised manuscript.
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Han, H. Considering the Purposes of Moral Education with Evidence in Neuroscience: Emphasis on Habituation of Virtues and Cultivation of Phronesis. Ethic Theory Moral Prac 27, 111–128 (2024). https://doi.org/10.1007/s10677-023-10369-1
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DOI: https://doi.org/10.1007/s10677-023-10369-1