Nörofinansın Sinirsel Bağlantıları Üzerine

Year 2023, Volume: 23 Issue: 1, 231 - 262, 30.03.2023

Yusuf Polat

https://doi.org/10.11616/asbi.1213602

Abstract

Bu çalışmada ekonomik ve finansal olarak algı, tutum ve davranışta, bireysel ve sosyal karar vermede, ödül-ceza, kayıp-kazanç ve risk durumlarında yer alan nöral devrelere yönelik rapor edilmiş kanıtların gözden geçirilmesi amaçlanmaktadır. Beklenti Teorisinin nörobiyolojik bir temelini oluşturmayı hedefleyen nöroekonomi ve nörofinans araştırmalarının bulguları ışığında spesifik beyin bölgelerinin tanıtılması ve çoklu sinirsel devrelerin betimsel olarak haritalandırılması yoluyla literatüre katkıda bulunulması hedeflenmektedir. İlgili alana ilişkin çalışmalar bir bütün olarak nöro-psiko-farmakolojik araştırmalar şeklinde adlandırılmakta olup nörobiyolojik, nörokimyasal ve psikolojik mekanizmaların bir entegrasyonunu gerektirmektedir. Araştırmalar nörogörüntüleme, hayvan deneyleri, beyin lezyonları, nörotransmitter ve nöroendokrin sistem ile psikopatolojik kohortlara kadar geniş bir alana yayılmaktadır. Öte yandan söz konusu disiplinlerin ve yöntemlerin net biçimde birbirinden soyutlanarak ele alınması mümkün olmamakla birlikte, bu çalışmada, özelinde, nörolojik bulguların ön planda tutularak, ilgili noktalarda psikiyatriden ve farmakolojiden gerekli açıklamalar yapılarak ve nörolojik dil mümkün olduğunca nöroekonomi ve nörofinansa indirgenerek ve sadeleştirilerek yorumlanmaya çalışılmıştır.

Keywords

Nörofinans, Finansal Karar Verme, Kayıp-Risk, Ödül-Ceza, Sosyal Karar Verme, Neurofinance, Financial Decision Making, Loss-Risk, Reward-Punishment, Social Decision Making

On the Neural Circuits of Neurofinance

Abstract

This paper aims to review the reported evidence for neural circuits involved in economic and financial perception, attitude and behavior; individual and social decision making; reward-punishment, loss-gain and risk situations. It is aimed to contribute to the literature by introducing specific brain regions and descriptive mapping of multiple neural circuits in the light of the findings of neuroeconomics and neurofinance research, which aims to establish a neurobiological basis of Prospect Theory. Studies related to the relevant field are called neuro-psycho-pharmacological research as a whole requires an integration of neurobiological, neurochemical and psychological mechanisms. Research ranges from neuroimaging, animal experiments, brain lesions, neurotransmitter and neuroendocrine system to psychopathological cohorts. On the other hand, although it is not possible to deal with these disciplines and methods in clear isolation from each other, in this study, it has been tried to be interpreted by keeping neurological findings in the foreground, by making necessary explanations from psychiatry and pharmacology at relevant points, and by reducing and simplifying neurological language to neuroeconomics and neurofinance as much as possible.

Keywords

Nörofinans, Finansal Karar Verme, Kayıp-Risk, Ödül-Ceza, Sosyal Karar Verme, Neurofinance, Financial Decision Making, Loss-Risk, Reward-Punishment, Social Decision Making

References

• Aleman, A., Medford, N., & David, A. S. (2006). Dissecting The Cognitive and Neural Basis Of Emotional Abnormalities. Cognitive Neuropsychiatry, 11(3), s.193-197.
• Ardalan, K. (2018). Neurofinance Versus the Efficient Markets Hypothesis. Global Finance Journal, 35, s.170-176.
• Baker:C., Frith, C. D., Frackowiak:J., & Dolan, R. J. (1996). Active Representation of Shape and Spatial Location in Man. Cerebral Cortex, 6(4), s.612-619.
• Barraclough, D. J., Conroy, M. L., & Lee, D. (2004). Prefrontal Cortex and Decision Making in a Mixed-Strategy Game. Nature Neuroscience, 7(4), 404-410.
• Bechara, A., & Damasio, A. R. (2005). The Somatic Marker Hypothesis: A Neural Theory of Economic Decision. Games and Economic Behavior, 52(2), s.336-372.
• Bechara, A., & Van Der Linden, M. (2005). Decision-Making and Impulse Control After Frontal Lobe Injuries. Current Opinion in Neurology, 18(6), s.734-739.
• Bechara, A., Damasio, H., & Damasio, A. R. (2000). Emotion, Decision Making and the Orbitofrontal Cortex. Cerebral Cortex, 10(3), s.295-307.
• Berg, J., Dickhaut, J., & McCabe, K. (2005). Risk Preference Instability Across Institutions: A Dilemma. Proceedings of the National Academy of Sciences, 102(11), s.4209-4214.
• Berridge, K. C., & Robinson, T. E. (2003). Parsing Reward. Trends in Neurosciences, 26(9), s.507-513.
• Beugré, C. D. (2010). Brain and Human Behavior in Organizations: A Field Of Neuro-Organizational Behavior. A. A. Stanton, M. Day, & I. M. Welpe içinde, Neuroeconomics and the Firm (s. 289-304). Edward Elgar Publishing.
• Blair, E. S. (2010). What You Think is Not What You Think: Unconsciousness and Entrepreneurial Behavior. A. A. Stanton, M. Day, & I. M. Welpe içinde, Neuroeconomics and the Firm (s. 50-68). Edward Elgar Publishing.
• Blair, R. J. (2007). The Amygdala and Ventromedial Prefrontal Cortex in Morality and Psychopathy. Trends in Cognitive Sciences, 11(9), s.387-392.
• Bossaerts, P. (2009). What Decision Neuroscience Teaches Us About Financial Decision Making. Annu. Rev. Financ. Econ., 1(1), s.383-404.
• Bossaerts, P. (2021). How Neurobiology Elucidates the Role of Emotions in Financial Decision-Making. Frontiers in Psychology, 12, 697375.
• Bossaerts, P., & Murawski, C. (2015). From Behavioural Economics to Neuroeconomics to Decision Neuroscience: The Ascent of Biology in Research on Human Decision Making. Current Opinion in Behavioral Sciences, 5, s.37-42.
• Brosch, T., & Sander, D. (2013). Neurocognitive Mechanisms Underlying Value-Based Decision-Making: From Core Values to Economic Value. Frontiers in Human Neuroscience, 7, 398.
• Brosch, T., Scherer, K. R., Grandjean, D. M., & Sander, D. (2013). The Impact of Emotion on Perception, Attention, Memory, and Decision-Making. Swiss Medical Weekly, 143, w13786.
• Brosnan:F. (2008). How Primates (Including Us!) Respond to Inequity. D. Houser, & K. McCabe içinde, Neuroeconomics (s. 99-124). Emerald Group Publishing.
• Brosnan:F., & De Waal, F. (2003). Monkeys Reject Unequal Pay. Nature, 425(6955), s.297-299.
• Brun, V. H., Otnæss, M. K., Molden, S., Steffenach, H. A., Witter, M. P., Moser, M. B., & Moser, E. I. (2002). Place Cells and Place Recognition Maintained by Direct Entorhinal-Hippocampal Circuitry. Science, 296(5576), s.2243-2246.
• Buckholtz, J. W., & Marois, R. (2012). The Roots of Modern Justice: Cognitive and Neural Foundations of Social Norms and Their Enforcement. Nature Neuroscience, 15(5), s.655-661.
• Butler, M. J., O'Broin, H. L., Lee, N., & Senior, C. (2016). How Organizational Cognitive Neuroscience Can Deepen Understanding of Managerial Decision‐Making: A Review of the Recent Literature and Future Directions. International Journal of Management Reviews, 18(4), s.542-559.
• Camerer, C. F. (2013). Goals, Methods, and Progress in Neuroeconomics. Annual Review of Economics, 5(1), s.425-455.
• Carter, C. S., & Van Veen, V. (2007). Anterior Cingulate Cortex and Conflict Detection: An Update of Theory and Data. Cognitive, Affective, & Behavioral Neuroscience, 7(4), s.367-379.
• Cassotti, M., Habib, M., Poirel, N., Aïte, A., Houdé, O., & Moutier:(2012). Positive Emotional Context Eliminates the Framing Effect In Decision-Making. Emotion, 12(5), 926.
• Chang, L. J., & Sanfey, A. G. (2008). Emotion, Decision-Making and the Brain. D. Houser, & K. McCabe içinde, Neuroeconomics (s. 31-53). Emerald Group Publishing.
• Chew:H., Li, K. K., Chark, R., & Zhong:(2008). Source Preference and Ambiguity Aversion: Models and Evidence from Behavioral and Neuroimaging Experiments. D. Houser, & K. McCabe içinde, Neuroeconomics (s. 179-201). Emerald Group Publishing.
• Civai, C., & Hawes, D. R. (2016). Game Theory in Neuroeconomics. M. Reuter, & C. Montag içinde, Neuroeconomics (s. 13-40). Springer-Verlag Berlin Heidelberg.
• Clark, D. L., Boutros, N. N., & Mendez, M. F. (2010). The Brain and Behavior: An Introduction to Behavioral Neuroanatomy. Cambridge University Press.
• Clark, L. B., Damasio, H., Aitken, M. R., Sahakian, B. J., & Robbins, T. (2008). Differential Effects of Insular and Ventromedial Prefrontal Cortex Lesions on Risky Decision-Making. Brain, 131(5), s.1311-1322.
• Clithero, J. A., Tankersley, D., Huettel:A., & Ashe, J. (2008). Foundations of Neuroeconomics: From Philosophy to Practice. PLoS biology, 6(11), e298.
• Cohen, J. D. (2005 ). The Vulcanization of the Human Brain: A Neural perspective on Interactions Between Cognition and Emotion. Journal of Economic Perspectives,19, s.3–24.
• Corbin, J. C., Liberali, J. M., Reyna, V. F., & Brust-Renck, P. G. (2015). Intuition, Interference, Inhibition, and Individual Differences in Fuzzy-Trace Theory. E. A. Wilhems, & V. F. Reyna içinde, Neuroeconomics, Judgment, and Decision Making (s. 77-90). New York and London: Psychology Press.
• Coricelli, G., Dolan, R. J., & Sirigu, A. (2007). Brain, Emotion and Decision Making: The Paradigmatic Example of Regret. Trends in Cognitive Sciences, 11(6), s.258-265.
• Craig, A. D. (2005). Forebrain Emotional Asymmetry: A Neuroanatomical Basis? Trends in Cognitive Sciences, 9(12), s.566-571.
• Cromwell, H. C., & Schultz, W. (2003). Effects of Expectations for Different Reward Magnitudes on Neuronal Activity in Primate Striatum. Journal of Neurophysiology, 89(5), s.2823-2838.
• Cui, L., Ye, M., Sun, L., Zhang, S., & He, G. (2022). Common and Distinct Neural Correlates of Intertemporal and Risky Decision-Making: Meta-Analytical Evidence for the Dual-System Theory. Neuroscience & Biobehavioral Reviews, 104851.
• Damasio, A. R. (1994). Descartes' Error and the Future of Human Life. Scientific American, 271(4), s.144-144.
• De Martino, B., Camerer, C. F., & Adolphs, R. (2010). Amygdala Damage Eliminates Monetary Loss Aversion. Proceedings of the National Academy of Sciences, 107(8), s.3788-3792.
• De Martino, B., Kumaran, D., Seymour, B., & Dolan, R. J. (2006). Frames, Biases, and Rational Decision-Making in the Human Brain. Science, 313(5787), s.684-687.
• De Quervain, D. J., Fischbacher, U., Treyer, V., Schellhammer, M., Schnyder, U., Buck, A., & Fehr, E. (2004). The Neural Basis of Altruistic Punishment. Science, 305(5688), s.1254-1258.
• Delgado, M. R., Li, J., Schiller, D., & Phelps, E. A. (2008). The Role of the Striatum in Aversive Learning and Aversive Prediction Errors. Philosophical Transactions of the Royal Society B: Biological Sciences, 363(1511), s.3787-3800.
• Devinsky, O., Morrell, M. J., & Vogt, B. A. (1995). Contributions of Anterior Cingulate Cortex to Behaviour. Brain, 118(1), s.279-306.
• Dickert, S., Västfjäll, D., & Slovic, P. (2015). Neuroeconomics and Dual Information Processes Underlying Charitable Giving. E. A. Wilhems, & V. F. Reyna içinde, Neuroeconomics, Judgment, and Decision Making (s. 181-200). New York and London: Psychology Press.
• Dixon, M. L., & Christoff, K. (2014). The lateral Prefrontal Cortex and Complex Value-Based Learning and Decision Making. Neuroscience & Biobehavioral Reviews, 45, s.9-18.
• Dou, K., Nie, Y., Wang, Y., Li, J., & Shen, W. (2014). Ego Depletion Promotes Impulsive Decision: Evidences from Behavioral and ERPs Studies. Acta Psychologica Sinica, 46(10), 1564.
• Doya, K. (2008). Modulators of Decision Making. Nature Neuroscience, 11(4), s.410-416.
• Droutman, V., Bechara, A., & Read:J. (2015). Roles of the Different Sub-Regions of the Insular Cortex in Various Phases of the Decision-Making Process. Frontiers in Behavioral Neuroscience, 9, 309.
• Dvash, J., & Shamay-Tsoory:G. (2014). Theory of Mind and Empathy as Multidimensional Constructs: Neurological Foundations. Topics in Language Disorders, 34(4), s.282-295.
• Dyson, B. J., Musgrave, C., Rowe, C., & Sandhur, R. (2020). Behavioural and Neural Interactions Between Objective and Subjective Performance in a Matching Pennies Game. International Journal of Psychophysiology, 147, s.128-136.
• Elliott, R., Dolan, R. J., & Frith, C. D. (2000). Dissociable Functions in the Medial and Lateral Orbitofrontal Cortex: Evidence from Human Neuroimaging Studies. Cerebral Cortex, 10(3), s.308-317.
• Elliott, R., Newman, J. L., Longe, O. A., & Deakin, J. W. (2003). Differential Response Patterns in the Striatum and Orbitofrontal Cortex to Financial Reward in Humans: A Parametric Functional Magnetic Resonance Imaging Study. Journal of Neuroscience, 23(1), s.303-307.
• Erkan, H. (2016). New Insights on Neural Basis of Choice.
• Euston, D. R., Gruber, A. J., & McNaughton, B. L. (2012). The Role of Medial Prefrontal Cortex in Memory and Decision Making. Neuron, 76(6), s.1057-1070.
• Farrell, A. M., Goh, J. O., & White, B. J. (2018). Financial Incentives Differentially Regulate Neural Processing of Positive and Negative Emotions During Value-Based Decision-Making. Frontiers in Human Neuroscience, 12, 58.
• Fecteau, S., Pascual-Leone, A., Zald, D. H., Liguori, P., Théoret, H., Boggio, P. S., & Fregni, F. (2007). Activation of Prefrontal Cortex by Transcranial Direct Current Stimulation Reduces Appetite for Risk During Ambiguous Decision Making. Journal of Neuroscience, 27(23), s.6212-6218.
• Fehr, E., & Rangel, A. (2011). Neuroeconomic Foundations of Economic Choice: Recent Advances. Journal of Economic Perspectives, 25(4), s.3-30.
• Fitzgerald, K. D., Welsh, R. C., Gehring, W. J., Abelson, J. L., Himle, J. A., Liberzon, I., & Taylor:F. (2005). Error-Related Hyperactivity of the Anterior Cingulate Cortex in Obsessive-Compulsive Disorder. Biological Psychiatry, 57(3), s.287-294.
• Floresco:B., Onge, J. R., Ghods-Sharifi, S., & Winstanley, C. A. (2008). Cortico-Limbic-Striatal Circuits Subserving Different Forms of Cost-Benefit Decision Making. Cognitive, Affective, & Behavioral Neuroscience, 8(4), s.375-389.
• Frydman, C., Camerer, C., Bossaerts, P., & Rangel, A. (2011). MAOA-L Carriers Are Better at Making Optimal Financial Decisions Under Risk. Proceedings of the Royal Society B: Biological Sciences, 278(1714), s.2053-2059.
• Fuster, J. M. (2002). Prefrontal Cortex in Temporal Organization of Action. A. A. Michael içinde, The Handbook of Brain Theory and Neural Networks (s. 905-910). Cambridge: MIT Press.
• Ghazanfar, A. A., & Santos, L. R. (2004). Primate Brains in The Wild: The Sensory Bases for Social Interactions. Nature Reviews Neuroscience, 5(8), s.603-616.
• Glimcher, P. W. (2004). Decisions, Uncertainty, and the Brain: The Science of Neuroeconomics. MIT Press.
• Gottfried, J. A., O'Doherty, J., & Dolan, R. J. (2003). Encoding Predictive Reward Value in Human Amygdala and Orbitofrontal Cortex. Science, 301(5636), s.1104-1107.
• Guttman, Z., Moeller:J., & London, E. D. (2018). Neural Underpinnings of Maladaptive Decision-Making in Addictions. Pharmacology, Biochemistry, and Behavior, 164, 84.
• Hare, T. A., Camerer, C. F., Knoepfle, D. T., O'Doherty, J. P., & Rangel, A. (2010). Value Computations in Ventral Medial Prefrontal Cortex During Charitable Decision-Making Incorporate Input from Regions Involved in Social Cognition. Journal of Neuroscience, 30(2), s.583-590.
• Hariri, A. R., Brown:M., Williamson, D. E., Flory, J. D., De Wit, H., & Manuck:B. (2006). Preference for Immediate over Delayed Rewards Is Associated with Magnitude of Ventral Striatal Activity. Journal of Neuroscience, 26(51), s.13213-13217.
• He, F., Guan, H., Zhao, Z., & Cao, R. (2013). Neural Mechanisms of Risky Decision Making in Monetary Gain and Loss Situations. Social Behavior and Personality: An International Journal, 41(10), s.1725-1736.
• Heilman, R. M., Crişan, L. G., Houser, D., Miclea, M., & Miu, A. C. (2010). Emotion Regulation and Decision Making under Risk and Uncertainty. Emotion, 10(2), 257.
• Heilman, R. M., Miu, A. C., & Houser, D. (2016). Emotion Regulation and Economic Decision-Making. M. Reuter, & C. Montag içinde, Neuroeconomics (s. 113-132). Springer-Verlag Berlin Heidelberg.
• Ho:S., Konrath, S., Brown, S., & Swain, J. E. (2014). Empathy and Stress Related Neural Responses in Maternal Decision Making. Frontiers in Neuroscience, 8, 152.
• Holt, C. A., & Roth, A. E. (2004). The Nash Equilibrium: A Perspective. Proceedings of the National Academy of Sciences, 101(12), s.3999-4002.
• Hsu, M., Bhatt, M., Adolphs, R., Tranel, D., & Camerer, C. F. (2005). Neural Systems Responding to Degrees of Uncertainty in Human Decision-Making. Science, 310(5754), s.1680-1683.
• Hynes, C. A., Baird, A. A., & Grafton:T. (2006). Differential Role of the Orbital Frontal Lobe in Emotional Versus Cognitive Perspective-Taking. Neuropsychologia, 44(3), s.374-383.
• Izuma, K., Saito, D. N., & Sadato, N. (2008). Processing of Social and Monetary Rewards in the Human Striatum. Neuron, 58(2), s.284-294.
• Johnsrude, I. S., Owen, A. M., White, N. M., Zhao, W. V., & Bohbot, V. (2000). Impaired Preference Conditioning After Anterior Temporal Lobe Resection in Humans. Journal of Neuroscience, 20(7), s.2649-2656.
• Jones, C. L., Minati, L., Harrison, N. A., Ward, J., & Critchley, H. D. (2011). Under Pressure: Response Urgency Modulates Striatal and Insula Activity During Decision-Making Under Risk. PLoS One, 6(6), e20942.
• Kable, J. W., & Glimcher, P. W. (2007). The Neural Correlates of Subjective Value During Intertemporal Choice. Nature Neuroscience, 10(12), s.1625-1633.
• Kandel, E. R., & Kupfermann, I. (1995). Emotional States. Essentials of Neural Science and Behavior, s.595-612.
• Kennerley:W., Walton, M. E., Behrens, T. E., Buckley, M. J., & Rushworth, M. F. (2006). Optimal Decision Making and the Anterior Cingulate Cortex. Nature Neuroscience, 9(7), s.940-947.
• Klontz, B. T., Bivens, A., Klontz, P. T., Wada, J., & Kahler, R. (2008). The Treatment of Disordered Money Behaviors: Results of an Open Clinical Trial. Psychological Services, 5(3), 295.
• Knoch, D., Pascual-Leone, A., Meyer, K., Treyer, V., & Fehr, E. (2006). Diminishing Reciprocal Fairness by Disrupting the Right Prefrontal Cortex. Science, 314(5800), s.829-832.
• Knutson, B., & Greer:M. (2008). Anticipatory Affect: Neural Correlates and Consequences for Choice. Philosophical Transactions of the Royal Society B: Biological Sciences, 363(1511), s.3771-3786.
• Knutson, B., Adams, C. M., Fong, G. W., & Hommer, D. (2001). Anticipation of Increasing Monetary Reward Selectively Recruits Nucleus Accumbens. Journal of Neuroscience, 21(16), RC159-RC159.
• Knutson, B., Rick, S., Wimmer, G. E., Prelec, D., & Loewenstein, G. (2007). Neural Predictors of Purchases. Neuron, 53(1), s.147-156.
• Koenigs, M., & Tranel, D. (2007). Irrational Economic Decision-Making After Ventromedial Prefrontal Damage: Evidence from the Ultimatum Game. Journal of Neuroscience, 27(4), s.951-956.
• Kosfeld, M., Heinrichs, M., Zak, P. J., Fischbacher, U., & Fehr, E. (2005). Oxytocin Increases Trust in Humans. Nature, 435(7042), s.673-676.
• Krueger, F., Grafman, J., & McCabe, K. (2008). Neural Correlates of Economic Game Playing. Philosophical Transactions of the Royal Society B: Biological Sciences, 363(1511), s.3859-3874.
• Kuhnen, C. M., & Chiao, J. Y. (2009). Genetic Determinants of Financial Risk Taking. PloS one, 4(2), e4362.
• Kuhnen, C. M., & Knutson, B. (2005). The Neural Basis of Financial Risk Taking. Neuron, 47(5), s.763-770.
• LeDoux, J. E. (1992). Emotion and the Amygdala. J. P. Aggleton içinde, The Amygdala: Neurobiological Aspects of Emotion, Memory, and Mental Dysfunction (s. 339–351). Wiley-Liss.
• Lee, D. (2008). Game Theory and Neural Basis of Social Decision Making. Nature neuroscience, 11(4), s.404-409.
• Lee, D., & Seo, H. (2016). Neural Basis of Strategic Decision Making. Trends in Neurosciences, 39(1), s.40-48.
• Lehrer, J. (2010). How we decide. Houghton Mifflin Harcourt.
• Levin, I. P., McElroy, T., Gaeth, G. J., Hedgcock, W., Denburg, N. L., & Tranel, D. (2015). Studying Decision Processes through Behavioral and Neuroscience Analyses of Framing Effects. E. A. Wilhems, & V. F. Reyna içinde, Neuroeconomics, Judgment, and Decision Making (s. 131-156). New York and London: Psychology Press.
• Levy, D. J., & Glimcher, P. W. (2012). The Root of All Value: A Neural Common Currency for Choice. Current Opinion in Neurobiology, 22(6), s.1027-1038.
• Lovero, K. L., Simmons, A. N., Aron, J. L., & Paulus, M. P. (2009). Anterior Insular Cortex Anticipates Impending Stimulus Significance. Neuroimage, 45(3), s.976-983.
• Manuck:B., Flory, J. D., Muldoon, M. F., & Ferrell, R. E. (2003). A Neurobiology of Intertemporal Choice. G. Loewenstein, D. Read, & R. Baumeister içinde, Time and decision: Economic and Psychological Perspectives on Intertemporal Choice (s. 139–172). Russell Sage Foundation.
• McClure:M., Laibson, D. I., Loewenstein, G., & Cohen, J. D. (2004). Separate Neural Systems Value Immediate and Delayed Monetary Rewards. Science, 306(5695), s.503-507.
• Michl, T., & Taing:(2010). An Economic and Neuroscientific Comparison of Strategic Decision-Making. A. A. Stanton, M. Day, & I. M. Welpe içinde, Neuroeconomics and the Firm (s. 173-192). Edward Elgar Publishing. Miendlarzewska, E. A., Kometer, M., & Preuschoff, K. (2019). Neurofinance. Organizational Research Methods, 22(1), s.196-222.
• Miłaszewicz, D. (2017). Neuroeconomics: Genesis and Essence. K. Nermend, & M. Łatuszyńska içinde, Neuroeconomic and Behavioral Aspects of Decision Making (s. 63-75). Springer.
• Mischel, W. (2014). The Marshmallow Test: Understanding Self-Control and How to Master It. Random House.
• Mitchell, J. P., Schirmer, J., Ames, D. L., & Gilbert, D. T. (2011). Medial Prefrontal Cortex Predicts Intertemporal Choice. Journal of Cognitive Neuroscience, 23(4), s.857-866.
• Mogenson, G. J., Jones, D. L., & Yim, C. Y. (1980). From Motivation to Action: Functional Interface Between the Limbic System and the Motor System. Progress in Neurobiology, 14(2-3), s.69-97.
• Mohr, P. N., Biele, G., & Heekeren, H. R. (2010). Neural Processing of Risk. Journal of Neuroscience, 30(19), s.6613-6619.
• Murayama, K., Matsumoto, M., Izuma, K., & Matsumoto, K. (2010). Neural Basis of The Undermining Effect of Monetary Reward on Intrinsic Motivation. Proceedings of the National Academy of Sciences, 107(49), s.20911-20916.
• Nadler, A., & Zak, P. L. (2016). Hormones and Economic Decisions. M. Reuter, & C. Montag içinde, Neuroeconomics (s. 41-66). Springer-Verlag Berlin Heidelberg.
• Naqvi, N., Shiv, B., & Bechara, A. (2006). The Role of Emotion in Decision Making: A Cognitive Neuroscience Perspective. Current Directions in Psychological Science, 15(5), s.260-264.
• Nash, K., & Knoch, D. (2016). Individual Differences in Decision-Making: A Neural Trait Approach to Study Sources of Behavioral Heterogeneity. M. Reuter, & C. Montag içinde, Neuroeconomics (s. 191-210). Springer-Verlag Berlin Heidelberg.
• Njegovanovic, A. (2018). Neurological Aspects of Finance, Transmitters, Emotions, Mirror Neuronal Activity in Financial Decision. Маркетинг і менеджмент інновацій, (3), s.186-198.
• Ochsner, K. N., Silvers, J. A., & Buhle, J. T. (2012). Functional Imaging Studies of Emotion Regulation: A Synthetic Review and Evolving Model of the Cognitive Control of Emotion. Annals of the New York Academy of Sciences, 1251(1), E1-E24.
• O'Doherty, J. P., Cockburn, J., & Pauli, W. M. (2017). Learning, Reward, and Decision Making. Annual Review of Psychology, 68, s.73-100.
• O'Doherty, J., Rolls, E. T., Francis, S., Bowtell, R., & McGlone, F. (2001). Representation of Pleasant and Aversive Taste in the Human Brain. Journal of Neurophysiology, 85(3), s.1315-1321.
• Olds, J., & Milner, P. (1954). Positive Reinforcement Produced by Electrical Stimulation of Septal Area and Other Regions of Rat Brain. Journal of Comparative and Physiological Psychology, 47(6), 419.
• Olds, M. E., & Fobes, J. L. (1981). The Central Basis of Motivation: Intracranial Self-Stimulation Studies. Annual Review of Psychology, 32(1), s.523-574.
• Panksepp, J., & Wilson, C. G. (2016). Brain Seeking Circuitry in Neuroeconomics: A Unifying Hypothesis for the Role of Dopamine-Energized Arousal of the Medial Forebrain Bundle in Enthusiasm-Guiding Decision-Making. M. Reuter, & C. Montag içinde, Neuroeconomics (s. 231-252). Springer-Verlag Berlin Heidelberg.
• Panzone, L., & Talmi, D. (2016). The Influence of Costs, Benefits and Their Interaction. M. Reuter, & C. Montag içinde, Neuroeconomics (s. 167-190). Springer-Verlag Berlin Heidelberg.
• Paulus, M. P., & Frank, L. R. (2006). Anterior Cingulate Activity Modulates Nonlinear Decision Weight Function of Uncertain Prospects. Neuroimage, 30(2), s.668-677.
• Paulus, M. P., Rogalsky, C., Simmons, A., Feinstein, J. S., & Stein, M. B. (2003). Increased Activation in the Right Insula During Risk-Taking Decision Making Is Related to Harm Avoidance and Neuroticism. Neuroimage, 19(4), s.1439-1448.
• Pearson, J. M., Watson, K. K., & Platt, M. L. (2014). Decision Making: The Neuroethological Turn. Neuron, 82(5), s.950-965.
• Peterson, R. L. (2007). Affect and Financial Decision-Making: How Neuroscience Can Inform Market Participants. The Journal of Behavioral Finance, 8(2), s.70-78.
• Pirouz, D. (2004). The Neuroscience of Consumer Decision-Making. Munich Personal RePEc Archive.
• Plassmann, H., O'doherty, J., & Rangel, A. (2007). Orbitofrontal Cortex Encodes Willingness to Pay in Everyday Economic Transactions. Journal of Neuroscience, 27(37), s.9984-9988.
• Plassmann, H., O'doherty, J., Shiv, B., & Rangel, A. (2008). Marketing Actions Can Modulate Neural Representations of Experienced Pleasantness. Proceedings of the National Academy of Sciences, 105(3), s.1050-1054.
• Platt, M. L., & Huettel:A. (2008). Risky Business: The Neuroeconomics of Decision Making under Uncertainty. Nature Neuroscience, 11(4), s.398-403.
• Politser, P. (2008). Neuroeconomics: A Guide to The New Science of Making Choices. OUP USA. Potemkowski, A. (2017). Neurobiology of Decision Making: Methodology in Decision-Making Research. Neuroanatomical and Neurobiochemical Fundamentals. K. Nermend, & M. Łatuszyńska içinde, Neuroeconomic and Behavioral Aspects of Decision Making (s. 3-18). Springer
• Poudel, G. R., Bhattarai, A., Dickinson, D. L., & Drummond:(2017). Neural Correlates of Decision-Making During a Bayesian Choice Task. NeuroReport, 28(4), s.193-199.
• Quartz:R. (2009). Reason, Emotion and Decision-Making: Risk and Reward Computation with Feeling. Trends in Cognitive Sciences, 13(5), s.209-215.
• Rangel, A., Camerer, C., & Montague, P. R. (2008). A Framework for Studying the Neurobiology of Value-Based Decision Making. Nature Reviews Neuroscience, 9(7), s.545-556.
• Rashid, M., Ahmad, R., & Tariq:(2022). Financial Revolution: From Traditional Finance to Behavioral and Neuro-Finance. South Asian Journal of Social Science and Humanities, 3(4), s.95-108.
• Reuter, M., & Montag, C. (2016a). Neuroeconomics: An Introduction. M. Reuter, & C. Montag içinde, Neuroeconomics (s. 1-12). Springer-Verlag Berlin Heidelberg.
• Reuter, M., & Montag, C. (2016b). Genes and Human Decision-Making. M. Reuter, & C. Montag içinde, Neuroeconomics (s. 67-84). Springer-Verlag Berlin Heidelberg.
• Reynaud, M., Karila, L., Blecha, L., & Benyamina, A. (2010). Is Love Passion an Addictive Disorder? The American Journal of Drug and Alcohol Abuse, 36(5), s.261-267.
• Rick, S., & Loewenstein, G. (2008). Intangibility in Intertemporal Choice. Philosophical Transactions of the Royal Society B: Biological Sciences, 363(1511), s.3813-3824.
• Rilling, J. K., & Sanfey, A. G. (2011). The Neuroscience of Social Decision-Making. Annual Review of Psychology, 62(1), s.23-48.
• Rilling, J. K., Gutman, D. A., Zeh, T. R., Pagnoni, G., Berns, G. S., & Kilts, C. D. (2002). A Neural Basis for Social Cooperation. Neuron, 35(2), s.395-405.
• Rocha, A. F., Massad, E., & Rocha, F. T. (2013). The Neuroeconomics of Emotional Conflicts in Moral Dilemma Judgment. Available in http://www. eina. com. br/trabalhos/dilema. pdf, assessed on April, 9, 2013.
• Rogers, R. D., Lancaster, M., Wakeley, J., & Bhagwagar, Z. (2004). Effects of Beta-Adrenoceptor Blockade on Components of Human Decision-Making. Psychopharmacology, 172(2), s.157-164.
• Rolls, E. T., & Grabenhorst, F. (2008). The Orbitofrontal Cortex and Beyond: From Affect to Decision-Making. Progress in Neurobiology, 86(3), s.216-244.
• Rosenbloom, M. H., Schmahmann, J. D., & Price, B. H. (2012). The Functional Neuroanatomy of Decision-Making. The Journal of Neuropsychiatry and Clinical Neurosciences, 24(3), s.266-277.
• Ross, D., Sharp, C., Vuchinich, R. E., & Spurrett, D. (2008). Midbrain Mutiny: The Picoeconomics and Neuroeconomics of Disordered Gambling: Economic Theory and Cognitive Science. MIT press.
• Sahi:K. (2012). Neurofinance and Investment Behaviour. Studies in Economics and Finance, 29(4), s.246-267.
• Sandson, J., & Albert, M. L. (1987). Perseveration in Behavioral Neurology. Neurology, 37(11), s.1736-1736.
• Sanfey, A. G. (2007). Social Decision-Making: Insights from Game Theory and Neuroscience. Science, 318(5850), s.598-602.
• Sanfey, A. G., Loewenstein, G., McClure:M., & Cohen, J. D. (2006). Neuroeconomics: Cross-Currents in Research on Decision-Making. Trends in Cognitive Sciences, 10(3), s.108-116.
• Sanfey, A. G., Rilling, J. K., Aronson, J. A., Nystrom, L. E., & Cohen, J. D. (2003). The Neural Basis of Economic Decision-Making in the Ultimatum Game. Science, 300(5626), s.1755-1758.
• Schneider, B., & Koenigs, M. (2017). Human Lesion Studies of Ventromedial Prefrontal Cortex. Neuropsychologia, 107, s.84-93.
• Schultz, W. (1997). Dopamine Neurons and Their Role in Reward Mechanisms. Current Opinion in Neurobiology, 7(2), s.191-197.
• Schultz, W. (2008). Introduction: Neuroeconomics: The Promise and the Profit. Philosophical Transactions of the Royal Society B: Biological Sciences, 363(1511), s.3767-3769.
• Schultz, W., Preuschoff, K., Camerer, C., Hsu, M., Fiorillo, C. D., Tobler, P. N., & Bossaerts, P. (2008). Explicit Neural Signals Reflecting Reward Uncertainty. Philosophical Transactions of the Royal Society B: Biological Sciences, 363(1511), s.3801-3811.
• Seo, H., & Lee, D. (2008). Cortical Mechanisms for Reinforcement Learning in Competitive Games. Philosophical Transactions of the Royal Society B: Biological Sciences, 363(1511), s.3845-3857.
• Seymour, B., Daw, N., Dayan, P., Singer, T., & Dolan, R. (2007). Differential Encoding of Losses and Gains in the Human Striatum. Journal of Neuroscience, 27(18), s.4826-4831.
• Shanteau, J., & Edwards, W. (2015). Decision Making by Experts: Influence of Five Key Psychologists. E. A. Wilhems, & V. F. Reyna içinde, Neuroeconomics, Judgment, and Decision Making (s. 1-26). New York and London: Psychology Press.
• Silva, R., & Filipe, J. A. (2013). The Homo Neuroeconomicus-A Window for the Future. The IIOAB Journal, 4(3), 31. Singer, T., Critchley, H. D., & Preuschoff, K. (2009). A Common Role of Insula in Feelings, Empathy and Uncertainty. Trends in Cognitive Sciences, 13(8), s.334-340.
• Smith, V. L. (2009). Introduction: Experimental Economics and Neuroeconomics. P. W. Glimcher, C. F. Camerer, E. Fehr, & R. A. Poldrack içinde, Neuroeconomics: Decision Making and the Brain (s. 15-19). Academic Press.
• Srivastava, M., Sharma, G. D., & Srivastava, A. K. (2019). Human Brain and Financial Behavior: A Neurofinance Perspective. International Journal of Ethics and Systems, 35(4), s.485-503.
• Srivastava, M., Sharma, G. D., Srivastava, A. K., & Kumaran:S. (2020). What’s in the Brain for Us: A Systematic Literature Review of Neuroeconomics and Neurofinance. Qualitative Research in Financial Markets, 12(4), s.413-435.
• Stanton, A. A., & Welpe, I. M. (2010). Risk and Ambiguity: Entrepreneurial Research from the Perspective of Economics. A. A. Stanton, M. Day, & I. M. Welpe içinde, Neuroeconomics and the Firm (s. 29-49). Edward Elgar Publishing.
• Starcke, K., & Brand, M. (2012). Decision Making Under Stress: A Selective Review. Neuroscience & Biobehavioral Reviews, 36(4), s.1228-1248.
• Strobel, A. (2016). Altruistic Punishment. M. Reuter, & C. Montag içinde, Neuroeconomics (s. 211-230). Springer-Verlag Berlin Heidelberg.
• Studer, B., & Clark, L. (2011). Place Your Bets: Psychophysiological Correlates of Decision-Making Under Risk. Cognitive, Affective, & Behavioral Neuroscience, 11(2), s.144-158.
• Sugrue, L. P., Corrado, G. S., & Newsome, W. T. (2005). Choosing the Greater of Two Goods: Neural Currencies for Valuation and Decision Making. Nature Reviews Neuroscience, 6(5), s.363-375.
• Summerfield, C., & Tsetsos, K. (2012). Building Bridges Between Perceptual and Economic Decision-Making: Neural and Computational Mechanisms. Frontiers in Neuroscience, 6, 70.
• Taffler, R. J., & Tuckett, D. A. (2010). Emotional Finance: The Role of the Unconscious in Financial Decisions. H. K. Baker, & J. R. Nofsinger içinde, Behavioral Finance: Investors, Corporations, and Markets (s. 95-112). John Wiley & Sons.
• Tobler, P. N., Kalis, A., & Kalenscher, T. (2008). The Role of Moral Utility in Decision Making: An Interdisciplinary Framework. Cognitive, Affective, & Behavioral Neuroscience, 8(4), s.390-401.
• Tobler, P. N., O'Doherty, J. P., Dolan, R. J., & Schultz, W. (2007). Reward Value Coding Distinct from Risk Attitude-Related Uncertainty Coding in Human Reward Systems. Journal of Neurophysiology, 97(2), s.1621-1632.
• Treadway, M. T., Buckholtz, J. W., Cowan, R. L., Woodward, N. D., Li, R., Ansari, M. S., Baldwin, R. M., Schwartzman, A. N., Kessler, R. M., Zald, D. H. (2012). Dopaminergic Mechanisms of Individual Differences in Human Effort-Based Decision-Making. Journal of Neuroscience, 32(18), s.6170-6176.
• Tse, W. S., & Bond, A. J. (2002). Serotonergic Intervention Affects Both Social Dominance and Affiliative Behaviour. Psychopharmacology, 161(3), s.324-330.
• Tyburski, E. (2017). Psychological Determinants of Decision Making. K. Nermend, & M. Łatuszyńska içinde, Neuroeconomic and Behavioral Aspects of Decision Making (s. 19-34). Springer.
• Valentin, V. V., & O'Doherty, J. P. (2009). Overlapping Prediction Errors in Dorsal Striatum During Instrumental Learning with Juice and Money Reward in the Human Brain. Journal of Neurophysiology, 102(6), s.3384-3391.
• van Duijvenvoorde, A. C., Jansen, B. R., & Huizenga, H. M. (2015). Risky Choice from Childhood to Adulthood: Changes in Decision Strategies, Affect, and Control. E. A. Wilhems, & V. F. Reyna içinde, Neuroeconomics, Judgment, and Decision Making (s. 203-2018). New York and London: Psychology Press.
• Van’t Wout, M., Kahn, R. S., Sanfey, A. G., & Aleman, A. (2006). Affective State and Decision-Making in the Ultimatum Game. Experimental Brain Research, 169(4), s.564-568.
• Vorhold, V. (2008). The Neuronal Substrate of Risky Choice: An Insight into the Contributions of Neuroimaging to the Understanding of Theories on Decision Making Under Risk. Annals of the New York Academy of Sciences, 1128(1), s.41-52.
• Wallis, J. D. (2007). Orbitofrontal Cortex and Its Contribution to Decision-Making. Annual Review of Neuroscience, 30(1), s.31-56.
• Wallis, J. D. (2012). Cross-Species Studies of Orbitofrontal Cortex and Value-Based Decision-Making. Nature Neuroscience, 15(1), s.13-19.
• Walton, M. E., Devlin, J. T., & Rushworth, M. F. (2004). Interactions Between Decision Making and Performance Monitoring Within Prefrontal Cortex. Nature Neuroscience, 7(11), s.1259-1265.
• Wang, X.-T., Rao, L., & Zheng, H. (2016). Framing Effects: Behavioral Dynamics and Neural Basis. M. Reuter, & C. Montag içinde, Neuroeconomics (s. 145-166). Springer-Verlag Berlin Heidelberg.
• Wargo, D. T., Baglini, N. A., & Nelson, K. A. (2010a). The New Millennium’s First Global Financial Crisis: The Neuroeconomics of Greed, Self- Interest, Deception, False Trust, Overconfidence and Risk Perception. A. A. Stanton, M. Day, & I. M. Welpe içinde, Neuroeconomics and the Firm (s. 78-100). Edward Elgar Publishing.
• Wargo, D. T., Baglini, N. A., & Nelson, K. A. (2010b). Dopamine, Expected Utility and Decision-Making In The Firm. A. A. Stanton, M. Day, & I. M. Welpe içinde, Neuroeconomics and the Firm (s. 151-172). Edward Elgar Publishing.
• Wargo, D. T., Baglini, N. T., & Nelson, K. A. (2010c). Culture, Cognition and Conflict: How Neuroscience Can Help to Explain Cultural Differences in Negotiation and Conflict Management. A. A. Stanton, M. Day, & I. M. Welpe içinde, Neuroeconomics and the Firm (s. 263-288). Edward Elgar Publishing.
• Watson, K. K., & Platt, M. L. (2008). Neuroethology of Reward and Decision Making. Philosophical Transactions of the Royal Society B: Biological Sciences, 363(1511), s.3825-3835.
• Weller, J. A., Levin, I. P., Shiv, B., & Bechara, A. (2007). Neural Correlates of Adaptive Decision Making for Risky Gains and Losses. Psychological Science, 18(11), s.958-964.
• Wickens, J. R., Horvitz, J. C., Costa, R. M., & Killcross:(2007). Dopaminergic Mechanisms in Actions and Habits. Journal of Neuroscience, 27(31), s.8181-8183.
• Wicker, B., Keysers, C., Plailly, J., Royet, J. P., Gallese, V., & Rizzolatti, G. (2003). Both of Us Disgusted in My Insula: The Common Neural Basis of Seeing and Feeling Disgust. Neuron, 40(3), s.655-664.
• Wilhems, E. A., Helm, R. K., Setton, R. A., & Reyna, V. F. (2015). Fuzzy-Trace Theory Explains Paradoxical Dissociations in Affective Forecasting. E. A. Wilhems, & V. F. Reyna içinde, Neuroeconomics, Judgment, and Decision Making (s. 49-74). New York and London: Psychology Press.
• Wilson, T. (1999). Exploring Models of Information Behaviour: The ‘Uncertainty’ Project. Information Processing & Management, 35(6), s.839-849.
• Wittmann, M., & Paulus, M. P. (2016). How The Experience of Time Shapes Decision-Making. M. Reuter, & C. Montag içinde, Neuroeconomics (s. 133-144). Springer-Verlag Berlin Heidelberg.
• Wu, C. C., Sacchet, M. D., & Knutson, B. (2012). Toward An Affective Neuroscience Account of Financial Risk Taking. Frontiers in Neuroscience, 6, 159.
• Xue, G., Lu, Z., Levin, I. P., Weller, J. A., Li, X., & Bechara, A. (2009). Functional Dissociations of Risk and Reward Processing in the Medial Prefrontal Cortex. Cerebral Cortex, 19(5), s.1019-1027.
• Yang, X., Gao, M., Shi, J., Ye, H., & Chen:(2017). Modulating the Activity of the DLPFC and OFC Has Distinct Effects on Risk and Ambiguity Decision-Making: A tDCS study. Frontiers in Psychology, 8, 1417.
• Zald, D. H., & Andreotti, C. (2010). Neuropsychological Assessment of the Orbital and Ventromedial Prefrontal Cortex. Neuropsychologia, 48(12), s.3377-3391.
• Zhang, X., Li, S., Liu, Y., Chen, X., Shang, X., Qi, F., Wang, Q., Guo, X., Chen, J. (2019). Gain–Loss Situation Modulates Neural Responses to Self–Other Decision Making Under Risk. Scientific Reports, 9(1), s.1-9.