• 工作场所不文明行为受害者向实施者反转的机制

    Subjects: Psychology >> Developmental Psychology submitted time 2023-03-28 Cooperative journals: 《心理科学进展》

    Abstract: We reviewed and summarized organizational events that can potentially affect how victims of workplace incivility become instigators, including supervisor inaction, supervisor incivility, and coworker incivility. Based on the event system theory, we explained the cognitive process through which victims of workplace incivility become instigators. Specifically, if organizational events are strong enough to influence victims’ controlled information processing, the victims might change their original behavioral pattern and engage uncivil behaviors. Based on the social information processing theory, victims’ controlled information processing includes three different paths, including social learning, attribution, and moral judgment. We suggest future studies explore the role of other factors in the process of transmission from victims of workplace incivility to instigators, such as emotion, cognition, and factors outside the workplace. Daily diary method can be used to examine these processes. Furthermore, we encourage researchers to explore how witnesses of workplace incivility might also become instigators.

  • 社会规范的动态过程

    Subjects: Psychology >> Developmental Psychology submitted time 2023-03-28 Cooperative journals: 《心理科学进展》

    Abstract: Classic studies distinguish social norms from descriptive and injunctive norms. In contrast to this static division, research has recently begun to focus on the dynamic process of social norm development, including the acquisition, transmission, and transformation of social norms as well as their influencing factors. The acquisition of social norms can be traced back to early childhood social interaction. The formation of descriptive norms can be considered a result of the learning of exemplars of a social category. The rationalization of the status quo has led to the transformation of descriptive norms into injunctive norms. The influencing factors of social norms are not only related to their psychological functions - to meet individuals’ needs for security, belonging, and uniqueness - but also to external environment, which involves power positions and punishment mechanisms. To probe the process of normative influence, future studies could further analyze the formation and action processes of social norms, take account of studies of social norm strength, and analyze social norms in their cultural context.

  • 身体意象失调的成因:基于“镜中自我”的视角

    Subjects: Psychology >> Developmental Psychology submitted time 2023-03-28 Cooperative journals: 《心理科学进展》

    Abstract: Body image disturbance mainly refers to the individual's negative perception of the body, negative emotional experience and the corresponding negative behavior regulation. The "looking-glass self" theory suggests that the attitude and reaction of others is a "mirror" from which we know ourselves. According to this theory, the main external reasons for body image disturbance include the negative real evaluations from the primary group and the diverse real evaluations from the secondary group. Meanwhile, the main internal reasons include the fear of subjective imaginary evaluation and the deviation of subjective perceptual evaluation. To alleviate the increasing disturbance and promote the benign transformation of disorders, further researches are needed to explore the sources of body image disturbance, improve the intervention strategy on social interest, and disclose the basic influence of the other-oriented under face culture.

  • 职场网络不文明行为:现实与虚拟的溢出和反溢出机制

    Subjects: Psychology >> Developmental Psychology submitted time 2023-03-28 Cooperative journals: 《心理科学进展》

    Abstract: Previous research on workplace incivility has primarily focused on those occurring face-to-face, and demonstrated that it has spillover and crossover effects between the work domain and family domain. However, recent studies suggested that workplace cyber incivility, the virtual form of workplace incivility, has its own unique features and has worse consequences. Based on the review of existing literature on workplace cyber incivility, we introduce the concept of social presence, and summarize potential spillover and anti-spillover mechanisms between the reality and the virtual world for workplace incivility. In addition, we propose several research propositions, and encourage future research to uses these propositions to examine different forms of workplace cyber incivility.

  • 物质主义者自我概念的特点和相关理论

    Subjects: Psychology >> Developmental Psychology submitted time 2023-03-28 Cooperative journals: 《心理科学进展》

    Abstract: Classical studies define and understand the phenomenon of materialism from the perspective of a person’s traits, values, goals, and needs. Although self-concept has always been a clue through materialism research, researchers have recently attempted to synthesize the existing research on self-concept. Relevant studies have shown that materialists’ self-evaluation is low and their self-knowledge is inconsistent. Low self-evaluation is characterized by low self-esteem, contingent self-esteem. The inconsistent self-knowledge is manifested by an unclear self-concept, a discrepancy in explicit and implicit self-esteem, and self-disparity (a discrepancy between notions of an ideal and real self). Two recent comprehensive theories- the theory of materialistic escape from the self and identity goal pursuits theory of materialism-suggest that materialism is one’s use of material possession as a means of escaping from one’s self-awareness or as a means of constructing and pursuing self-identity. By well interpreting the existing research findings, these two theories make up for the lack of integration theories of materialism research. Future research should transcend the materialists’ self-deficiency approach and make greater theoretical contributions by borrowing the theories of self-concept.

  • 心理治疗中的脱落

    Subjects: Psychology >> Developmental Psychology submitted time 2023-03-28 Cooperative journals: 《心理科学进展》

    Abstract: Dropout in psychotherapy refers to the phenomenon of the client discontinuing psychotherapy prior to recovering from the problems or distress that led him or her to seek help. Although researchers have come to a consensus as to the connotation of dropout, there are a variety of operational definitions of dropout, each of which has advantages and disadvantages. Dropout is a widespread problem in clinic practice. However, the dropout percentages, which are strongly influenced by operational definitions of dropout and types of study designs, vary widely across studies. There are limitations for the traditional static predictors of dropout, so researchers gradually place greater importance to the process-oriented predictors of dropout (e.g., therapeutic alliance), which provide a good deal of insight into dropout. In order to reduce dropout from therapy, researchers suggest clinicians offer proper pre-therapy preparation for clients, assess important variables throughout the course of therapy, and tailor strategies according to situation. Future research should improve the operational definitions of dropout and further research also should be conducted in natural treatment settings. At the same time, predictors should be explored thoroughly and more. And more attention should be paid to the effects of critical events outside therapy as well as the cultural background of clients.

  • 双系统模型视角下的罪犯自我控制

    Subjects: Psychology >> Developmental Psychology submitted time 2023-03-28 Cooperative journals: 《心理科学进展》

    Abstract: Self-control refers to the ability of individuals to consciously control their impulsive behaviors in order to achieve long-term interests. The dual-systems model proposes that the self-control system includes an impulsive system and a reflective system, which can be used to analyze the internal structure of criminals’ low self-control. The impulsive system in criminals is thought to predominantly use behavioral schemata related to crime, while their reflective system is too weak to suppress impulsive behaviors. With the impulsive system activated and the reflective system insufficiently activated, the criminals will likely fail to self-control and subsequently commit crime. To investigate the mechanism of the self-control system in criminals, more integration of the existing studies on the basis of the dual-systems model is needed. It is also necessary to explore the application of the dual-systems model in intervention and psychological correction for prisoners. In addition, juveniles who are susceptible to crime require special attention.

  • 文化演化的认知视角——从个体社会学习出发探究文化动态性

    Subjects: Psychology >> Developmental Psychology submitted time 2023-03-28 Cooperative journals: 《心理科学进展》

    Abstract: Cultural evolution is a topic of concern for multiple disciplines. The cognitive perspective is a way for psychologists to enter into this domain. It focuses on individual cognition in the social and cultural environment, while studying the processing, change, memory, and extraction of cultural information in individual social learning. Drawing on Darwin’s theory of biological evolution, it involves cultural inheritance, cultural innovation, and cultural selection, additionally it proposes three principles of cultural evolution, i.e. inheritance, variation, and selection. The paths of cultural inheritance include imitation and teaching, as well as the specific types of instrumental cultural inheritance and conventional cultural inheritance. Cultural innovation is hierarchical, and cumulative cultural evolution, which is peculiar to human beings, is based on cultural innovation and reflects the intergenerational transmission of cultural innovation. Cultural selection based on behavioral ecology and the human cognitive mechanism would result in differential adaptation of cultural information. Future studies could explore higher levels of cultural innovation, expand the antecedent variables of cultural evolution, and deepen the understanding of cultural evolution with new technologies. In addition, future research could promote the study of cultural psychology, study the influence of cultural mixing, and the effect of personality on cultural evolution.

  • 主观阶层研究取向的贡献与弊端

    Subjects: Psychology >> Social Psychology submitted time 2023-03-28 Cooperative journals: 《心理科学进展》

    Abstract: Recently, researchers in the field of social class psychology have attached great importance to the perspective of subjective class. This is highlighted by emphasizing the subjective class component in the social class concept. According to this approach, a person's social class includes both the objective social resources they control (i.e., the objective class) and their perception of their own social status (i.e., the subjective class). In terms of theory, measurement, design, and topic selection, research based on this theoretical orientation tends to focus on the investigation of issues related to subjective class. In theory, subjective class, as a personal perception reflecting social class, is considered to be able to reflect a person's social class level comprehensively and effectively. Moreover, by understanding social class as a hierarchical notion, this theoretical orientation provides the foundation for quantitative research in the psychology of social class. Conceptually, subjective class is also considered to be better able to reflect the effect of social class on individuals’ psychological and behavioral exhibition, which not only promotes the simplification of social class measurement but also makes social class (i.e., a traditional sociological variable) more psychologically explained. It is of great significance to the development of research in this field. In terms of the method, researchers use a lot of experimental methods to examine the causal relationship between social class and a dependent variable by manipulating subjective class. This makes up for the insufficiency of previous studies on objective classes that could only reveal correlations and provide methodological assistance for drawing key conclusions in this field. In terms of research topics, the emphasis on subjective class has helped researchers to expand the scope of research in the psychology of social class. Themes such as the experience of social class, sign of social class, and perception of class mobility have all received more attention. Behind this series of research progress, the important foundational role of the orientation cannot be ignored. However, while this research orientation affirms the contributions of the above four aspects, the proposal of this idea has also led to certain negative effects. First, by only focusing on the subjective class attributes in the social class, or even equating the subjective class with the social class, this approach greatly reduces the rich connotation of the social class theoretically, and it cannot fully reflect the reality of this concept. Second, previous studies have found significant inconsistency between the concepts of subjective and objective class, which led to the risk of using subjective class as an operational definition of social class at the conceptual measurement level. Third, for the experiment of manipulating the subjective class, since the objective class of the subjects does not change with the experimental treatment, it is difficult to interpret the research results as the social class effect. Finally, because many studies focus on subjective class, it seems that the issue of social class has lost its original pluralistic and complex characteristics in the real society, and more of it has become the comparison between "higher" and "lower class." If we draw on the sociology research ideas, social class psychology can pay more attention to and reveal some problems in the process of social development. Based on the above advantages and disadvantages, future social class psychology research focusing on subjective class should consider further in-depth basic research to clarify the relationship between objective and subjective classes and their different predictive effects. Furthermore, a more detailed distinction can be made between subjective class and objective class. Similarly, more consideration should be given to combining the perspective of sociology to understand and respond to the problems of contemporary society based on specific social class groups in reality.

  • 智慧时代的螺丝钉:机器人凸显对职场物化的影响

    Subjects: Psychology >> Social Psychology submitted time 2023-03-28 Cooperative journals: 《心理科学进展》

    Abstract: With buzzwords such as “tool man”, “laborer” and “corporate slave” sweeping the workplace, workplace objectification has become an urgent topic to be discussed. With the increasing use of artificial intelligence, especially robots in the workplace, the workplace effects produced by robots are also worth paying attention to. Therefore, the present research aims to explore whether the penetration of robots into the workplace will produce or aggravate the phenomenon of workplace objectification. Based on the intergroup threat theory and previous related studies, the present research assumes that the salience of robot workers in the workplace will pose both realistic threats and identity threats to people, and the perception of these threats will reduce people's sense of control. According to the compensatory control theory, the decrease of perceived control will cause people to have a strong motivation of restoring control. And workplace objectification, the 4th strategy proposed by compensatory control theory (i.e., affirming nonspecific structure, or seeking out and preferring simple, clear, and consistent interpretations of the social and physical environments), can be used to restore the sense of control. Therefore, this paper hypothesizes that the salience of robot workers in the workplace will increase the workplace objectification, because robot salience will increase people's perceived threats of robots, which will lead to control compensation, which will eventually lead to more severe workplace objectification. In addition, the other three strategies proposed by compensatory control theory, namely, bolstering personal agency, affiliating with external systems perceived to be acting on the self's behalf, and affirming specific structure (i.e., clear contingencies between actions and outcomes within the context of reduced control), can moderate the effect of robot salience on workplace objectification. Other ways of affirming non-specific structure than workplace objectification can also moderate the effect of robot salience on workplace objectification. Based on theories of social psychology and combined with the realistic background of workplace objectification, this paper attempts to use diverse methods to test the above hypothesis. Specifically, experiments, big data, and questionnaire surveys will be adopted to explore the potential mechanism and boundary conditions of the impact of robot salience on workplace objectification. The present research consists of five studies. Study 1 verifies the existence of the phenomenon that robot salience has an effect on workplace objectification. Study 2 explores the chain mediating effects of perceived robot threat and control compensation. Study 3 examines the moderating effect of personal factors, including bolstering personal agency, affiliating with external systems perceived to be acting on the self's behalf, affirming specific structure, and other ways of affirming non-specific structure than workplace objectification. Study 4 examines the moderating effect of robot factors, including anthropomorphism and two dimensions of mind perception. Study 5 examines the moderating effect of environmental factors, including different organizational cultures and ethical organizational cultures, and explores the intervention strategies for workplace objectification. The present research helps to prospectively understand the possible negative effects of artificial intelligence in the workplace and put forward effective solutions.

  • 算法决策趋避的过程动机理论

    Subjects: Psychology >> Social Psychology submitted time 2023-03-28 Cooperative journals: 《心理科学进展》

    Abstract: With the advantages of objectivity, accuracy, high speed and low cost, algorithmic decision-making has been widely used in human daily life, such as medical, judicial, recruitment and transportation situations. How will people react to the shift from traditional human decision-making to the newly emerged algorithmic decision-making? If people perceive algorithms as social actors, there would be no difference when faced with the same decision made by two different agents. However, researches show that algorithmic decision-making is more related to different responses in individuals than human decision-making on the same content. In other words, people will approach or avoid the same algorithmic decision-making, which is defined as the algorithmic decision-making approach and avoidance. Specifically, the algorithmic decision-making approach means that algorithmic decision-making is considered fairer, less biased, less discriminatory, more trustworthy, and more acceptable than human decision-making. But the algorithmic decision-making avoidance is the other way around. By analogy with the distinct ideologies when facing outgroup members, the process motivation model of algorithmic decision-making approach and avoidance simulates human psychological motivation when facing the same decisions made by algorithms and humans. Based on the premise that quasi-social interaction (relationship) and interpersonal interaction (relationship) develop parallel, the theory summarizes the three interaction stages between humans and algorithms. Namely, the interaction of initial behavior, the establishment of quasi-social relationships and the formation of identity. Furthermore, it elaborates how cognitional, relational, and existential motivation trigger individual approach and avoidance responses in each specific stage. More precisely, it occurs to meet the cognitive motivational needs to reduce uncertainty, complexity, and ambiguity in the interaction of the initial behavior stage, fulfill the relational motivational needs for establishing belonging and social identity in the establishment of the quasi-social relationship stage, and to satisfy the motivational needs for coping with threats and seeking security in the identity formation stage. In accordance with the three psychological motivations of cognition, relationship, and existence, the process motivational theory introduces six influencing factors, such as cognitive load, decision transparency, moral status, interpersonal interaction, reality threat and identity threat respectively. For future directions, we suggest that more researches are needed to explore how mind perception and intergroup perception influence algorithmic decision-making approach and avoidance. Meanwhile, what is the reversal process of the algorithmic decision-making approach and avoidance from a social perspective and what other possible motivations are associated with it are also worthy of consideration.

  • 累积文化演化的内在机制:实验证据

    Subjects: Psychology >> Social Psychology submitted time 2023-03-28 Cooperative journals: 《心理科学进展》

    Abstract: Cultural change has gradually become the focus of psychologists’ attention, and related studies have addressed core issues such as the content, causes, and mechanisms of cultural change. Cultural evolution, a way of studying cultural change from an evolutionary perspective, explores the issue of the mechanism of cultural change. Cumulative Cultural Evolution (CCE) is a subset of cultural evolution. It refers to the adaptive changes in efficiency, function, and complexity of human culture over time through multiple social transmissions and innovation among individuals or groups. CCE plays a vital role in understanding the mechanisms of the emergence of human cultural uniqueness and sociocultural change.Throughout the research in this area, single-subject experiments, “microsocieties” designs, and computer simulations have often been used to explore the underlying mechanisms. Based on the evidence from these three types of laboratory studies, it is possible to sort out the mechanisms of occurrence and influence of CCE. In terms of the mechanisms by which CCE occurs, the transmission and modification of cultural information are the two core processes of CCE. Numerous empirical studies have found that copying and teaching ensure high-fidelity transmission of cultural information. Copying includes both results-oriented and action-oriented copying, and teaching can be defined as the act of facilitating the learning of others. These two are considered two representative social learning mechanisms in information transmission. The modification of cultural information is reflected in innovation. Empirical evidence shows that innovation can make modified cultural information more adaptive. The high-fidelity transmission prepares the ground for cultural innovation, and culture achieves sequential improvement through repeated cycles of high-fidelity transmission and modification, promoting the cumulative development of culture. Thus, copying, teaching, and innovation are three crucial foundations for CCE.In addition, CCE is a complex dynamic process in which behavior and environment interact. In this process, various factors influence information transmission and modification that originate from the environment where the information is transmitted and from the subject who transmits the information. Therefore, the influence mechanism of CCE can be understood in terms of environmental and subjective factors. The former mainly involves task difficulty, environmental uncertainty, group size, and social interaction; the latter mainly involves technical reasoning, cognitive flexibility, innovation ability, and social identity. The generalization of these factors can help explain the boundary conditions under which CCE occurs and, in particular, clarify inconsistent findings that have emerged from previous studies. Overall, these factors affect how information is processed in the transmission process, such as identification, collection, and use, which affects the rate of cultural accumulation and the probability of innovation.CCE explains the uniqueness of human culture from the perspective of accumulated modifications of culture over time, while laboratory studies in this field specifically describe how cultural information is transmitted from person to person to produce change. Future research can advance the field in terms of research methods, research areas, and research mechanisms. Specifically, first, the new paradigm (single subject multi-task design) is proposed considering the operationalization of task characteristics, and the feasibility of this new paradigm needs more empirical evidence to verify. Second, the current research on CCE has accumulated rich empirical evidence in the technical domain, and future research can consider conducting more laboratory studies in non-technical domains. Finally, the upward transmission of cultural information has been neglected in previous studies of CCE. Future research could consider exploring the value and significance of this process in CCE in the context of the current phenomenon of “cultural feedback” in China.

  • 工作场所不文明行为与职场排斥间的螺旋效应

    Subjects: Psychology >> Social Psychology submitted time 2023-03-28 Cooperative journals: 《心理科学进展》

    Abstract: The spiral effect model between uncivilized behavior in the workplace and workplace ostracism can be explained by moral exclusion theory and emotional event theory. According to the theory of moral exclusion, suffering from workplace incivility will lead to the increase of psychological distance between the victim and the perpetrator, which will lead to the workplace ostracism of the perpetrator; From the perspective of bystanders, witnessing workplace incivility will affect the moral sense of justice and interactional justice of the bystanders, which in turn will lead to workplace ostracism of the perpetrator. In addition, the above mediating effect will be moderated by the level of altruism. Based on the emotional events theory, suffering from workplace ostracism will affect the emotional level of the victims of workplace ostracism and will push them to be the perpetrators of workplace incivility.

  • 道德之一元论与多元论:缘起、内涵与论争

    Subjects: Psychology >> Social Psychology submitted time 2023-03-28 Cooperative journals: 《心理科学进展》

    Abstract: The distinction between moral monism and moral pluralism has been reflected in the early vision of moral philosophy. Moral pluralism can be traced back to moral relativism, which holds that there is no universal moral principle. And any moral value applies only within certain cultural boundaries and individual value systems. However, moral universalism, a monistic ethical position, holds that there are universal ethics that apply to all people. In recent years, the above theoretical confrontations have entered the field of moral psychology. The dispute between monism and pluralism is one of the most active theoretical controversies in the field of moral psychology in recent years. Moral monism holds that all external moral-related phenomena and internal moral structures can be explained by one factor. The representative theories are stages theory of moral development and dyadic morality theory and so on. On the other hand, moral pluralism holds that morality cannot be explained by a single factor, but there are many heterogeneous moral dimensions, which are culturally sensitive. The representative theories include the triadic moral discourse theory, the relational model theory and the moral foundations theory and so on. Among them, the dyadic morality theory put forward by Kurt Gray et al. and the moral foundation theory put forward by Jonathon Haidt are the typical representatives of the disputes between monism and pluralism. Gray et al. argued that harm is the most powerful factor in explaining moral judgments and moral judgments about harm are more intuitive. Moreover, people with different political orientations reach a consensus that harm is the core of moral judgments. On the contrary, Haidt et al. believed that people of different political orientations, cultures and social classes is manifested with different moral foundations, and the moral foundations scale has good construct validity, discriminant validity, practical validity, etc. The disputes between the two theories mainly focus on the explanatory power of harm, the harmfulness of moral dumbfounding, modularity views and the problem of purity. Specifically, Gray et al. argued that moral dumbfounding stems from biased sampling that confounds content with weirdness and severity, rather than purity violation. They also believed that the so-called "harmless wrongs" can be explained by perceived harm. Importantly, purity cannot be regarded as an independent construct of morality. Moreover, there is few evidence to support the modular claims. Nevertheless, Haidt et al. believed that moral monism oversimplifies the connotations of morality. The different moral foundations are not " Fodorian modularity", but more flexible and overlapping "massive modularity". Furthermore, plenty of evidence supported purity as an independent moral foundation. Future research should be carried out in the following aspects. First of all, morality must need a clearer definition. To ensure the validity of moral research, future research should try to define moral concepts more clearly and should ensure that only one construct is tested at a time. Without ensuring that the situation clearly reflects a certain moral dimension, it is difficult for researchers to pinpoint which moral dimension influences people’s moral judgments. Secondly, in addition to paying attention to the disputes between monism and pluralism, we also need to separate from the disputes, take an objective view of the different characteristics of the controversies, learn from each other and complement each other, so as to promote the development of moral psychology. Specifically, moral monism emphasizes the simplicity of moral constructs and the accuracy of measurement, while pluralism emphasizes the understanding of the nature of morality among people in different cultures. These are two different theoretical constructs and explanations of the nature of morality. Future research should combine the advantages of moral monism and moral pluralism, and try to adopt realistic situations with high ecological validity, so as to construct a more perfect integrated theoretical model. Last but not the least, most previous empirical studies have been dominated by the "WEIRD (Western, Educated, Industrialized, Rich and Democratic)” sample. Future research should urgently consider the possibility of carrying out morality research indifferent cultures, especially based on the Chinese culture to explore the nature of morality.

  • 算法歧视比人类歧视引起更少道德惩罚欲

    Subjects: Psychology >> Social Psychology submitted time 2023-03-27 Cooperative journals: 《心理学报》

    Abstract: The application of algorithms is believed to contribute to reducing discrimination in human decision-making, but algorithmic discrimination still exists in real life. So is there a difference between folk responses to human discrimination and algorithmic discrimination? Previous research has found that people's moral outrage at algorithmic discrimination is less than that at human discrimination. Few studies, however, have investigated people's behavioral tendency towards algorithmic discrimination and human discrimination, especially whether there is a difference in their desire for moral punishment. Therefore, the present study aimed at comparing people's desire to punish algorithmic discrimination and human discrimination as well as finding the underlying mechanism and boundary conditions behind the possible difference. To achieve the research objectives, six experiments were conducted, which involved various kinds of discrimination in daily life, including gender discrimination, educational background discrimination, ethnic discrimination and age discrimination. In experiment 1 and 2, participants were randomly assigned to two conditions (discrimination: algorithm vs. human), and their desire for moral punishment was measured. Additionally, the mediating role of free will belief was tested in experiment 2. To demonstrate the robustness of our findings, the underlying mechanism (i.e., free will belief) was further examined in experiment 3 and 4. Experiment 3 was a 2 (discrimination: algorithm vs. human) × 2 (belief in free will: high vs. low) between-subject design, and experiment 4 was a single-factor (discrimination: human vs. algorithm with free will vs. algorithm without free will) between-subject design. Experiment 5 and 6 were conducted to test the moderating role of anthropomorphism. Specifically, participants’ tendency to anthropomorphize was measured in experiment 5, and the anthropomorphism of algorithm was manipulated in experiment 6. As predicted, the present research found that compared with human discrimination, people have less desire to punish algorithmic discrimination. And the robustness of this result was demonstrated by the diversity of our stimuli and samples. In addition, we found that free will belief played a mediating role in the effect of discrimination (algorithm vs. human) on the desire to punish. That is to say, the reason why people had less desire to punish when facing algorithm discrimination was that they thought algorithms had less free will than humans. Finally, the results also demonstrated the moderating effect of anthropomorphism. These results enrich literature regarding algorithm discrimination as well as moral punishment from the perspective of social psychology. First, this research explored people's behavioral tendency towards algorithmic discrimination by focusing on the desire for moral punishment, which contributes to a better understanding of people's responses to algorithmic discrimination. Second, the results are consistent with previous studies on people’s mind perception of artificial intelligence. Third, it adds evidence that free will has a significant impact on moral punishment.

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