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Zhang G, Tan M, Li J, Zhong Y. Altruistic or fair? The influence of empathy on third-party punishment: an event-related potential study. Soc Cogn Affect Neurosci 2025; 20:nsaf042. [PMID: 40314107 PMCID: PMC12079038 DOI: 10.1093/scan/nsaf042] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/29/2024] [Revised: 03/28/2025] [Accepted: 04/29/2025] [Indexed: 05/03/2025] Open
Abstract
Although most individuals strongly prefer social fairness and punish behaviours that violate fairness norms, recent psychological studies have shown that empathy towards 'perpetrators' who violate fairness norms can affect people's fairness decision-making, resulting in tolerance for unfair behaviour, even as direct 'victims' of unfair behaviour. However, in real life, people more often view unfair events from a third-party perspective, and little is known about how empathy affects fairness decisions by third parties whose self-interests are not threatened and their neurocognitive mechanisms. The present study examined effects of empathy directed towards a 'perpetrator' on third-party punishment using event-related potentials. The results suggest that, in the nonempathy condition, unfair offers induced stronger unfairness aversion in third-party decision makers and increased motivation and cognitive resource investment to alleviate this negative emotion compared to fair offers, reflecting the greater amplitude differences of fairness effects on the anterior N1 component, medial frontal negative, and smaller late positive components in the nonempathy condition. However, in the empathy condition, the differential impact of the fairness effect disappeared. These findings reveal the neural basis for trade-offs between altruistic and fairness motives in third-party fairness decision-making processes involving empathy.
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Affiliation(s)
- Guanfei Zhang
- Department of Psychology, Hunan Normal University, Changsha, Hunan 410081, China
- Cognition and Human Behavior Key Laboratory of Hunan Province, Hunan Normal University, Changsha, Hunan 410081, China
| | - Min Tan
- Department of Psychology, Hunan Normal University, Changsha, Hunan 410081, China
- Cognition and Human Behavior Key Laboratory of Hunan Province, Hunan Normal University, Changsha, Hunan 410081, China
| | - Jin Li
- Department of Psychology, Hunan Normal University, Changsha, Hunan 410081, China
- Cognition and Human Behavior Key Laboratory of Hunan Province, Hunan Normal University, Changsha, Hunan 410081, China
| | - Yiping Zhong
- Department of Psychology, Hunan Normal University, Changsha, Hunan 410081, China
- Cognition and Human Behavior Key Laboratory of Hunan Province, Hunan Normal University, Changsha, Hunan 410081, China
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Zhang Y, Chen R, Liu S, Chen P, Mai X. Neural correlates of reciprocity bias: social debts modulate unfairness perception of violation during third-party observation. Cereb Cortex 2025; 35:bhae497. [PMID: 39756413 DOI: 10.1093/cercor/bhae497] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2024] [Revised: 12/06/2024] [Accepted: 12/19/2024] [Indexed: 01/07/2025] Open
Abstract
The phenomenon of beneficiaries ignoring benefactors' violations, ranging from everyday favors to bribes, is widespread yet lacks targeted theoretical and empirical attention. We propose a conceptual framework that includes "social debt" and "reciprocity bias," where "social debt" is defined as information about benefits bestowed by benefactors and "reciprocity bias" as the influence of social debt on beneficiaries' perceptions and decisions in situations involving the benefactor. To investigate this bias in moral perception and its cognitive-neural mechanisms, we manipulated three levels of social debt (none, less, more) by varying the amount of unasked benefits that benefactors bestowed upon participants. Participants then observed the distributor's fair or unfair allocation of resources to another person, while their electroencephalography (EEG) was recorded. Results indicate that more (vs. none/less) social debt reduces perceptions of unfairness toward benefactors' violations and enhances fairness perceptions of their norm adherence. This was, accompanied by the diminished fairness effect on fronto-centered P2 and a reversal fairness effect on the power of theta oscillations (4 to 7 Hz). These findings support a multilevel reciprocity bias in fairness perception, suggesting that strong social debt may heighten concern for benefactor's interests and increase the adaptive value of their violations at the cognitive-neural level.
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Affiliation(s)
- Yinling Zhang
- Department of Psychology, Renmin University of China, No. 59, Zhongguancun Street, Haidian District, Beijing 100872, China
| | - Rongrong Chen
- Department of Psychology, Renmin University of China, No. 59, Zhongguancun Street, Haidian District, Beijing 100872, China
| | - Siqi Liu
- Department of Psychology, Renmin University of China, No. 59, Zhongguancun Street, Haidian District, Beijing 100872, China
| | - Peiqi Chen
- Department of Psychology, Renmin University of China, No. 59, Zhongguancun Street, Haidian District, Beijing 100872, China
| | - Xiaoqin Mai
- Department of Psychology, Renmin University of China, No. 59, Zhongguancun Street, Haidian District, Beijing 100872, China
- Laboratory of Department of Psychology, Renmin University of China, No. 59, Zhongguancun Street, Haidian District, Beijing 100872, China
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Gao Y, Ao L, Wang H, Liu J, Zhang Y, Cheng X, Liu Y. Render help or stand by? The effect of group size on third-party punishment and its neural mechanisms. Behav Brain Res 2025; 476:115256. [PMID: 39313074 DOI: 10.1016/j.bbr.2024.115256] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2024] [Revised: 08/26/2024] [Accepted: 09/17/2024] [Indexed: 09/25/2024]
Abstract
Third-party punishment (TPP) is the punishment that an individual executes on a violator as a third party or observer to maintain social norms. Many studies have provided insights into the neural mechanisms of third-party punishment in group environments. Still, only some studies have focused on the neural mechanisms of third-party punishment in different group sizes. This study used EEG analysis to explore the effects of group size on third-party punishment and its neural activity characteristics from the context of gain and loss. The results show that the punishment rate and amount of the third party in the small group size and loss context were significantly higher than that in the large group size and gain context. EEG results showed that third-party punishment in small groups induced greater P2 than in large groups. In the loss context, the third-party punishment in the large group size induced more negative LNP and activated more theta band activation than in the small group. The results showed that the motivation of the third party to seek a positive reputation in the small size exceeds the balance of its economic interests and tends to punish the violator for maintaining fair norms. The loss context plays a promoting role in this process. However, in the large size, the third-party consideration of its interests was stronger than the willingness to maintain social norms. This study provided neuroscientific evidence for third-party punishment to maintain fair norms in a group environment and further explanations from neuroscience for understanding Indirect Reciprocity Theory.
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Affiliation(s)
- Yuan Gao
- School of Psychology, Guizhou Normal University, Intersection of Siya Road and Dongqing Road, Huaxi District, Guiyang, Guizhou, China.
| | - Lihong Ao
- School of Psychology, South China Normal University, 55 West Zhongshan Avenue, Tianhe District, Guangzhou, Guangdong, China.
| | - He Wang
- School of Psychology and Mental Health, North China University of Science and Technology, 21 Bohai avenue, Caofeidian district, Tangshan, Hebei, China.
| | - Jingyue Liu
- School of Psychology and Mental Health, North China University of Science and Technology, 21 Bohai avenue, Caofeidian district, Tangshan, Hebei, China.
| | - Ye Zhang
- School of Psychology and Mental Health, North China University of Science and Technology, 21 Bohai avenue, Caofeidian district, Tangshan, Hebei, China.
| | - Xuemei Cheng
- Department of Mechanical and Electrical Engineering, Beijing Polytechnic, 9 Liangshui River Street, Daxing District, Beijing, China.
| | - Yingjie Liu
- School of Psychology and Mental Health, North China University of Science and Technology, 21 Bohai avenue, Caofeidian district, Tangshan, Hebei, China.
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Zheng L, Zhou Y, Ouyang H, Xie J, Lu Y, Guo X. Receivers' responses are integrated into costly third-party punishment in a way that interacts with the unfairness of allocations. Brain Res Bull 2024; 217:111082. [PMID: 39307435 DOI: 10.1016/j.brainresbull.2024.111082] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2024] [Revised: 08/01/2024] [Accepted: 09/13/2024] [Indexed: 09/27/2024]
Abstract
Costly third-party punishment (TPP) is an effective way to enforce fairness norms and promote cooperation. Recent studies have shown that the third party considers not only the proposer's suggested allocation but also the receiver's response to the allocation, which was typically ignored in traditional TPP studies when making punishment decisions. However, it remains unclear whether and how the varying unfair allocations and receivers' responses are integrated into third-party punishment. The current study addressed these issues at behavioral and electrophysiological levels by employing a modified third-party punishment task involving proposers' highly or moderately unfair allocations and the receivers' acceptance or rejection responses. At the behavioral level, participants punished proposers more often when receivers rejected relative to accepted unfair allocations. This effect was further modulated by the unfairness degree of allocations, indicated by a more pronounced rejection-sensitive effect when participants observed the moderately unfair offers. Electrophysiologically, when the receiver rejected the moderately unfair allocations, a stronger late-stage component P300/LPP, which was considered to be involved in allocations of attention resources, was found. Meanwhile, separated from the P300/LPP, the P200 associated with early attention capture demonstrated a rejection-sensitive effect. Together, in the costly TPP studies, the receiver is typically designated as passive and silent, and her/his responses to unfairness are conventionally ignored. However, our results indicate that except for the proposer's distribution behavior, the receiver's response does have an impact on third-party punishment in a way that interacts with the unfairness of allocations.
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Affiliation(s)
- Li Zheng
- Fudan Institute on Ageing, Fudan University, Shanghai 200433, China; Ministry of education (MOE) Laboratory for National Development and Intelligent Governance, Fudan University, Shanghai 200433, China
| | - Yujian Zhou
- Ministry of education (MOE) Laboratory for National Development and Intelligent Governance, Fudan University, Shanghai 200433, China; School of Social Development and Public Policy, Fudan University, Shanghai 200433, China
| | - Hui Ouyang
- Lab for Post-traumatic Stress Disorder, Faculty of Psychology and Mental Health, Naval Medical University, Shanghai 200433, China
| | - Jiajia Xie
- Department of Psychology, Normal College, Qingdao University, Qingdao 266071, China.
| | - Yang Lu
- Fudan Institute on Ageing, Fudan University, Shanghai 200433, China; Ministry of education (MOE) Laboratory for National Development and Intelligent Governance, Fudan University, Shanghai 200433, China.
| | - Xiuyan Guo
- Fudan Institute on Ageing, Fudan University, Shanghai 200433, China; Ministry of education (MOE) Laboratory for National Development and Intelligent Governance, Fudan University, Shanghai 200433, China
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Meng Y, Jia S, Wang Q, Liu J, Wang H, Sun T, Li X, Liu Y. Height matters: An EEG study of the relative height disadvantage promoting third-party punishment. Neuroscience 2024; 557:37-50. [PMID: 38986738 DOI: 10.1016/j.neuroscience.2024.07.003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2024] [Revised: 07/03/2024] [Accepted: 07/03/2024] [Indexed: 07/12/2024]
Abstract
The study employed event-related potential (ERP), time-frequency analysis, and functional connectivity to comprehensively explore the influence of male's relative height on third-party punishment (TPP) and its underlying neural mechanism. The results found that punishment rate and transfer amount are significantly greater when the height of the third-party is lower than that of the recipient, suggesting that male's height disadvantage promotes TPP. Neural results found that the height disadvantage induced a smaller N1. The height disadvantage also evoked greater P300 amplitude, more theta power, and more alpha power. Furthermore, a significantly stronger wPLI between the rTPJ and the posterior parietal and a significantly stronger wPLI between the DLPFC and the posterior parietal were observed when third-party was at the height disadvantage. These results imply that the height disadvantage causes negative emotions and affects the fairness consideration in the early processing stage; the third-party evaluates the blame of violators and makes an appropriate punishment decision later. Our findings indicate that anger and reputation concern caused by height disadvantage promote TPP. The current study holds significance as it underscores the psychological importance of height in males, broadens the perspective on factors influencing TPP, validates the promoting effect of personal disadvantages on prosocial behavior, enriches our understanding of indirect reciprocity theory, and extends the application of the evolution theory of Napoleon complex.
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Affiliation(s)
- Yujia Meng
- School of Psychology and Mental Health, North China University of Science and Technology, No.21 Bohai Avenue, Caofeidian District, Tangshan, Hebei Province, China; Key Laboratory of Modern Teaching Technology, Ministry of Education, Shaanxi Normal University, No.199 South Chang' an Road, Xi'an, Shaanxi Province 710062, China
| | - Shuyu Jia
- School of Psychology and Mental Health, North China University of Science and Technology, No.21 Bohai Avenue, Caofeidian District, Tangshan, Hebei Province, China; Center for Computational Biology, Beijing Institute of Basic Medical Sciences, No. 27, Taiping Road, Haidian District, Beijing 100850, China
| | - Qian Wang
- College of Foreign Languages, North China University of Science and Technology, No.21 Bohai avenue, Caofeidian District, Tangshan, Hebei Province, China
| | - Jingyue Liu
- School of Psychology and Mental Health, North China University of Science and Technology, No.21 Bohai Avenue, Caofeidian District, Tangshan, Hebei Province, China
| | - He Wang
- School of Psychology and Mental Health, North China University of Science and Technology, No.21 Bohai Avenue, Caofeidian District, Tangshan, Hebei Province, China; School of Public Health, North China University of Science and Technology, No.21 Bohai avenue, Caofeidian District, Tangshan, Hebei Province, China
| | - Tianyi Sun
- School of Education Science, Xinyang Normal University, No.237 Nanhu Road, Shihe District, Xinyang City, Henan Province, China
| | - Xuzhou Li
- Faculty of Education, Yunnan Normal University, No.768 Juxian Road, Chenggong, Kunming, Yunnan Province, China
| | - Yingjie Liu
- School of Psychology and Mental Health, North China University of Science and Technology, No.21 Bohai Avenue, Caofeidian District, Tangshan, Hebei Province, China; School of Public Health, North China University of Science and Technology, No.21 Bohai avenue, Caofeidian District, Tangshan, Hebei Province, China
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Liu Y, Meng Y, Jia S, Liu J, Wang H. The promoting effect of the absence of second-party's punishment power on third-party punishment in maintaining social fairness norms: An EEG hyper-scanning study. Neuroimage 2024; 299:120848. [PMID: 39265957 DOI: 10.1016/j.neuroimage.2024.120848] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2024] [Revised: 08/05/2024] [Accepted: 09/09/2024] [Indexed: 09/14/2024] Open
Abstract
Third-party punishment (TPP) plays an irreplaceable role in maintaining social fairness. Punishment power is a significant area of study within economic games. However, the impact of whether or not the second-party possesses punishment power on TPP remains unexplored. The present study utilizes the high temporal resolution of EEG and time-frequency analysis, intra-barin functional connectivity analysis, inter-brain synchronization (IBS) analysis, and granger causality analysis(GCA) to comprehensively explore the neural mechanism of TPP from the perspective of third-party individual's decision-making and IBS in the real-time social interaction. Time-frequency results found that, the absence of the punishment power activated more theta-band and alpha-band power compare to when second-party has punishment power. When second-party has no punishment power, functional connection results observed stronger functional connectivity in theta band for medium unfair offers between rTPJ and PFC. Dual-brain analysis revealed that when the second-party has no punishment power, there is a significantly higher IBS in the alpha band between the frontal and frontal-central lobes of the second-party and the parietal and parietal occipital lobes of the third-party. GCA results further showed that the direction of IBS from third-party to second-party was significantly stronger than from second-party to third-party. This study demonstrates that the absence of the second-party's punishment power promote TPP, and similar cognitive process of thinking on how to maintain social fairness enhances IBS. The current study emphasizes the influence of punishment power on TPP, broadens the research perspective and contributes crucial insights into maintain social fairness.
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Affiliation(s)
- Yingjie Liu
- School of Psychology and Mental Health, North China University of Science and Technology, 21 Bohai avenue, Caofeidian district, Tangshan, Hebei province, China
| | - Yujia Meng
- Key Laboratory of Modern Teaching Technology, Ministry of Education, Shaanxi Normal University, No.199 South Chang' an Road, Xi'an, Shaanxi province 710062, China
| | - Shuyu Jia
- Center for Computational Biology, Beijing Institute of Basic Medical Sciences, Beijing, No 27, Taiping Road, Haidian District, Beijing 100850, China
| | - Jingyue Liu
- School of Psychology and Mental Health, North China University of Science and Technology, 21 Bohai avenue, Caofeidian district, Tangshan, Hebei province, China
| | - He Wang
- School of Psychology and Mental Health, North China University of Science and Technology, 21 Bohai avenue, Caofeidian district, Tangshan, Hebei province, China.
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Yang J, Gu R, Liu J, Deng K, Huang X, Luo YJ, Cui F. To Blame or Not? Modulating Third-Party Punishment with the Framing Effect. Neurosci Bull 2022; 38:533-547. [PMID: 34988911 PMCID: PMC9106775 DOI: 10.1007/s12264-021-00808-3] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/23/2021] [Accepted: 10/05/2021] [Indexed: 12/21/2022] Open
Abstract
People as third-party observers, without direct self-interest, may punish norm violators to maintain social norms. However, third-party judgment and the follow-up punishment might be susceptible to the way we frame (i.e., verbally describe) a norm violation. We conducted a behavioral and a neuroimaging experiment to investigate the above phenomenon, which we call the "third-party framing effect". In these experiments, participants observed an anonymous perpetrator deciding whether to keep her/his economic benefit while exposing a victim to a risk of physical pain (described as "harming others" in one condition and "not helping others" in the other condition), then they had a chance to punish that perpetrator at their own cost. Our results showed that the participants were more willing to execute third-party punishment under the harm frame compared to the help frame, manifesting a framing effect. Self-reported anger toward perpetrators mediated the relationship between empathy toward victims and the framing effect. Meanwhile, activation of the insula mediated the relationship between mid-cingulate cortex activation and the framing effect; the functional connectivity between these regions significantly predicted the size of the framing effect. These findings shed light on the psychological and neural mechanisms of the third-party framing effect.
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Affiliation(s)
- Jiamiao Yang
- School of Psychology, Shenzhen University, Shenzhen, 518060, China.,Shenzhen Key Laboratory of Affective and Social Neuroscience, Magnetic Resonance Imaging Center, Center for Brain Disorders and Cognitive Sciences, Shenzhen University, Shenzhen, 518060, China
| | - Ruolei Gu
- CAS Key Laboratory of Behavioral Science, Institute of Psychology, Chinese Academy of Sciences, Beijing, 100101, China.,Department of Psychology, University of Chinese Academy of Sciences, Beijing, 100049, China
| | - Jie Liu
- Shenzhen Key Laboratory of Affective and Social Neuroscience, Magnetic Resonance Imaging Center, Center for Brain Disorders and Cognitive Sciences, Shenzhen University, Shenzhen, 518060, China
| | - Kexin Deng
- School of Psychology, Shenzhen University, Shenzhen, 518060, China
| | - Xiaoxuan Huang
- School of Psychology, Shenzhen University, Shenzhen, 518060, China
| | - Yue-Jia Luo
- Department of Psychology, University of Chinese Academy of Sciences, Beijing, 100049, China.,Beijing Key Laboratory of Applied Experimental Psychology, Faculty of Psychology, Beijing Normal University, Beijing, 100875, China
| | - Fang Cui
- School of Psychology, Shenzhen University, Shenzhen, 518060, China. .,Shenzhen Key Laboratory of Affective and Social Neuroscience, Magnetic Resonance Imaging Center, Center for Brain Disorders and Cognitive Sciences, Shenzhen University, Shenzhen, 518060, China.
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Wang H, Zhen Z, Zhu R, Yu B, Qin S, Liu C. Help or punishment: acute stress moderates basal testosterone's association with prosocial behavior. Stress 2022; 25:179-188. [PMID: 35435122 DOI: 10.1080/10253890.2022.2054696] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/18/2022] Open
Abstract
The gonadal hormone testosterone is well-recognized to facilitate various behaviors for obtaining social status. A good reputation (i.e. competitive, generous, and trustworthy) is of crucial importance for acquiring high social status. It is unclear which type of reputation is preferred by individuals under the influence of testosterone. Given that the recent dual-hormone hypothesis emphasizes the modulating effect of stress (cortisol) on the influence of testosterone, it would be intriguing to test the role of stress-induced cortisol in testosterone-related reputation seeking. To test this hypothesis, we induced acute stress in 93 participants with cold pressor test (CPT) paradigm (vs. control condition), and then they were instructed to play a third-party intervention game, in which they made decisions as an uninvolved, outside the third party to punish a violator, help a victim, or do nothing. Salivary samples were obtained to assess participants' testosterone and cortisol levels. We split the testosterone concentration by median to low endogenous testosterone (LT) and high endogenous testosterone (HT). We found that HT individuals' prosocial preferences did not affect by acute stress. They were more likely to choose punishment than helping under both stress and control conditions. In contrast, individuals with low testosterone were more inclined to help than punish under control conditions. Interestingly, acute stress brought behavior patterns of LT individuals closer to those of HT individuals, that is, they reduced their helping behavior and increased the intensity of punishments. In this preliminary study on the preference inducement of testosterone for different types of prosocial behaviors, we discuss the physiological mechanism of the relationship between testosterone and reputation and the implications of these results for the dual-hormone hypothesis.HIGHLIGHTSLow testosterone (LT) individuals were more inclined to help than punish.High testosterone (HT) individuals were more inclined to punish than help.The HT individuals' preferences for prosocial types were not affected by acute stress.Acute stress brought the behavior patterns of LT individuals closer to those of HT individuals.
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Affiliation(s)
- Huagen Wang
- State Key Laboratory of Cognitive Neuroscience and Learning, IDG/McGovern Institute for Brain Research, Beijing Normal University, Beijing, China
- Beijing Key Laboratory of Brain Imaging and Connectomics, Beijing Normal University, Beijing, China
- Center for Collaboration and Innovation in Brain and Learning Sciences, Beijing Normal University, Beijing, China
| | - Zhen Zhen
- Psychological Health Education and Counseling Center, Ocean University of China, Qingdao, China
| | - Ruida Zhu
- State Key Laboratory of Cognitive Neuroscience and Learning, IDG/McGovern Institute for Brain Research, Beijing Normal University, Beijing, China
- Beijing Key Laboratory of Brain Imaging and Connectomics, Beijing Normal University, Beijing, China
- Center for Collaboration and Innovation in Brain and Learning Sciences, Beijing Normal University, Beijing, China
- Business School, Beijing Normal University, Beijing, China
| | - Bohai Yu
- Medical Laboratory Department, Shenzhen Hospital of Guangzhou University of Chinese Medicine, Shenzhen, China
| | - Shaozheng Qin
- State Key Laboratory of Cognitive Neuroscience and Learning, IDG/McGovern Institute for Brain Research, Beijing Normal University, Beijing, China
- Beijing Key Laboratory of Brain Imaging and Connectomics, Beijing Normal University, Beijing, China
- Center for Collaboration and Innovation in Brain and Learning Sciences, Beijing Normal University, Beijing, China
| | - Chao Liu
- State Key Laboratory of Cognitive Neuroscience and Learning, IDG/McGovern Institute for Brain Research, Beijing Normal University, Beijing, China
- Beijing Key Laboratory of Brain Imaging and Connectomics, Beijing Normal University, Beijing, China
- Center for Collaboration and Innovation in Brain and Learning Sciences, Beijing Normal University, Beijing, China
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