The standard assumptions that underlie many conceptual and quantitative frameworks do not hold for many complex physical, biological, and social systems. Complex systems science clarifies when and why such assumptions fail and provides alternative frameworks for understanding the properties of complex systems. This review introduces some of the basic principles of complex systems science, including complexity profiles, the tradeoff between efficiency and adaptability, the necessity of matching the complexity of systems to that of their environments, multiscale analysis, and evolutionary processes. (...) Our focus is on the general properties of systems as opposed to the modeling of specific dynamics; rather than provide a comprehensive review, we pedagogically describe a conceptual and analytic approach for understanding and interacting with the complex systems of our world. This paper assumes only a high school mathematical and scientific background so that it may be accessible to academics in all fields, decision-makers in industry, government, and philanthropy, and anyone who is interested in systems and society. (shrink)

Complexity is pleased to announce the installment of Prof Hiroki Sayama as its new Chief Editor. In this Editorial, Prof Sayama describes his feelings about his recent appointment, discusses some of the journal’s journey and relevance to current issues, and shares his vision and aspirations for its future.

Over the years, companies have adopted hiring algorithms because they promise wider job candidate pools, lower recruitment costs and less human bias. Despite these promises, they also bring perils. Using them can inflict unintentional harms on individual human rights. These include the five human rights to work, equality and nondiscrimination, privacy, free expression and free association. Despite the human rights harms of hiring algorithms, the AI ethics literature has predominantly focused on abstract ethical principles. This is problematic for two reasons. (...) First, AI principles have been criticized for being vague and not actionable. Second, the use of vague ethical principles to discuss algorithmic risks does not provide any accountability. This lack of accountability creates an algorithmic accountability gap. Closing this gap is crucial because, without accountability, the use of hiring algorithms can lead to discrimination and unequal access to employment opportunities. This paper makes two contributions to the AI ethics literature. First, it frames the ethical risks of hiring algorithms using international human rights law as a universal standard for determining algorithmic accountability. Second, it evaluates four types of algorithmic impact assessments in terms of how effectively they address the five human rights of job applicants implicated in hiring algorithms. It determines which of the assessments can help companies audit their hiring algorithms and close the algorithmic accountability gap. (shrink)

In this study, it was examined whether the Professional Ethics and Legal Issues course given at the undergraduate level contributes to the professional ethical competencies of the counselor candidates. The study group of the research consists of 63 senior guidance and psychological counseling students who took the “Professional Ethics and Legal Issues” course at a university located in the Central Black Sea Region of Turkey. Students participating in the study, 46 (73%) were female and 17 (27%) were male. Descriptive statistics (...) were used while analyzing the data of the research. In addition, the internal consistency coefficient of the pre-test and post-test applications of the data collection tool used in the research was calculated. In the study, whether there was a significant difference between the pre-test and post-test scores after the application was analyzed with the dependent groups t-test. In addition, the _Cohen d_ effect size coefficient was calculated to determine the effect sizes of the results obtained after the pre-test and post-test. Psychological Counseling Professional Ethical Competencies Evaluation Questionnaire (PCPECEQ) developed by the researcher was used as data collection tool. As a result of the analysis, it was revealed that the professional ethics and legal problems course has a significant effect on the ethical competencies of the counselor candidates. This result reveals that the professional ethics course taken at the undergraduate level is an important course in terms of professional ethics competencies of counselor candidates. Considering that one of the important reasons for the ethical dilemmas of counselors working in the field is their lack of professional ethics, a professional ethics course to be given correctly at the undergraduate level will help counselor candidates to cope with possible ethical problems more effectively. (shrink)

As COVID-19 spread, clinicians warned of mental illness epidemics within the coronavirus pandemic. Funding for digital mental health is surging and researchers are calling for widespread adoption to address the mental health sequalae of COVID-19. -/- We consider whether these technologies improve mental health outcomes and whether they exacerbate existing health inequalities laid bare by the pandemic. We argue the evidence for efficacy is weak and the likelihood of increasing inequalities is high. -/- First, we review recent trends in digital (...) mental health. Next, we turn to the clinical literature to show that many technologies proposed as a response to COVID-19 are unlikely to improve outcomes. Then, we argue that even evidence-based technologies run the risk of increasing health disparities. We conclude by suggesting that policymakers should not allocate limited resources to the development of many digital mental health tools and should focus instead on evidence-based solutions to address mental health inequalities. (shrink)

Although thought suppression is a commonly used self-control strategy that has far-reaching consequences, its effect on ethical decision making is unclear. Whereas ironic process theory suggests that suppressing ethics-related thoughts leads to mental rebounds of ethicality and decreased unethical behavior, ego depletion theory suggests that thought suppression can lead to reduced self-control and increased unethical behavior. Integrating the two theories, I propose that the effect of thought suppression on unethical behavior hinges on the content of the suppressed thoughts. Participants who (...) suppressed ethics-related [-unrelated] thoughts engaged in less [more] cyber bullying, cheating, and dishonesty compared to participants in the control conditions. Explicit and implicit moral awareness was found to mediate this moderated effect. Experiment 4 further demonstrated that suppressing ethics-related thoughts reduces self-control performance on a subsequent amoral task, but not on subsequent ethical decision making. (shrink)

Integrating research on empowering leadership with the literature on power in social psychology, we examine how empowering leaders affect the propensity of followers to engage in deviance. Across a multi-source, multi-wave field study and a controlled laboratory experiment, we find that, compared to the followers of less-empowering leaders, the followers of more empowering leaders feel subjectively more powerful and engage in more deviant behaviors. Moreover, we find that the propensity of empowered followers to engage in more deviance depends on their (...) prosocial attributes. Specifically, empowered followers engage in the highest levels of deviance when they have a weak moral identity and a strong desire for dominance. We further find that empowering leadership does not increase follower deviance when followers either have a strong moral identity or a weak desire for dominance. In sum, although past research suggests that empowering leadership may facilitate productivity and employee engagement, our work demonstrates that it can also cultivate harmful effects, such as increased deviance among certain types of followers. We discuss our theoretical contributions as well as practical implications for practicing empowering leadership. (shrink)

Ethical leadership research has primarily relied on social learning and social exchange theories. Although these theories have been generative, additional theoretical perspectives hold the potential to broaden scholars’ understanding of ethical leadership’s effects. In this paper, we examine moral typecasting theory and its unique implications for followers’ leader-directed citizenship behavior. Across two studies employing both survey-based and experimental methods, we offer support for three key predictions consistent with this theory. First, the effect of ethical leadership on leader-directed citizenship behavior is (...) curvilinear, with followers helping highly ethical and highly unethical leaders the least. Second, this effect only emerges in morally intense contexts. Third, this effect is mediated by the follower’s belief in the potential for prosocial impact. Our findings suggest that a follower’s belief that his or her leader is ethical has meaningful, often counterintuitive effects that are not predicted by dominant theories of ethical leadership. These results highlight the potential importance of moral typecasting theory to better understand the dynamics of ethical leadership. (shrink)

We theorize that victim anonymity is an important factor in ethical decision making, such that actors engage in more self-interested and unethical behaviors toward anonymous victims than they do toward identifiable victims. Three experiments provided empirical support for this argument. In Study 1, participants withheld more life-saving products from anonymous than from identifiable victims. In Study 2, participants allocated a sum of payment more unfairly when interacting with an anonymous than with an identifiable partner. Finally, in Study 3, participants cheated (...) more from an anonymous than from an identifiable person. Anticipated guilt fully mediated these effects in all three studies. Taken together, our research suggests that anonymous victims may be more likely to incur unethical treatment, which could explain many unethical business behaviors. (shrink)

Drawing upon conservation of resources theory, we develop and test a theoretical model that specifies how and when employee humor toward leaders affects leader abusive supervision. We propose that employee humor is negatively associated with leader abusive supervision via leader relational energy. Furthermore, the negative indirect relationship between employee humor and leader abusive supervision via leader relational energy is stronger for female leaders than for male leaders. An experiment and a multi-wave, multi-source field study provide substantial support for our hypotheses. (...) Our findings contribute to the abusive supervision literature by identifying employee humor as a safe and effective bottom-up approach to prevent leader abusive supervision. (shrink)

This paper argues that functionalist metasemantic views, such as Conceptual Role Semantics and Interpretivism, face a Euthyphro challenge. The challenge, put roughly, is this: functionalist metasemantic views reverse the order of explanation. According to such views, representational mental states have the contents that they do partly because they play certain roles in our mental lives. According to an intuitive picture of the roles that representational mental states play in our mental lives, however, these states play the roles they do partly (...) because they have the contents that they do. Since explanations—even partial ones—are asymmetric (call this principle ‘the Euthyphro Principle’), we can’t accept both this intuitive picture and a functionalist metasemantics. Hence, we should reject all versions of the latter. This paper can be seen as an attempt to better articulate an intuition that has been suggested in various forms in the literature. The paper proceeds as follows. First, it shows that functionalist metasemantic views imply certain ‘partly because’ claims. Second, it argues for the Euthyphro Principle. Third, it defends the intuitive picture of representational mental states and shows that it implies ‘partly because’ claims that conflict with those made by functionalist metasemantic views. Finally, it considers ways of relaxing the intuitive picture and finds them all wanting. (shrink)

Naive realism in philosophy of perception is the view that (successful) perception involves a direct relation between perceiving subjects and the world. The naive realist says that your perception of a cat on the mat is a worldly relation which is partially constituted by the cat and the mat; a spatio-temporal chunk of the world is presenting itself to you. Recently, Elijah Chudnoff and John Bengson have independently developed an extension of this view to intellectual experiences, or intuitions, for traditionally (...) a priori domains. We argue that this view, which we call ‘Intuitional Naive Realism’ (INR), will not have the epistemic advantages that Chudnoff and Bengson claim that it does. In perception, but not intuition, there is a deeper explanation of what makes it the case that one experience is constituted by the world while another is not. Whether or not INR is true, then, it does no interesting epistemological work for traditionally a priori domains. (shrink)

We propose a modification of the exhaustivity operator from Fox Presupposition and implicature in compositional semantics, Palgrave Macmillan, London, pp 71–120, 2007. https://doi.org/10.1057/9780230210752_4) that on top of negating all the Innocently Excludable alternatives affirms all the ‘Innocently Includable’ ones. The main result of supplementing the notion of Innocent Exclusion with that of Innocent Inclusion is that it allows the exhaustivity operator to identify cells in the partition induced by the set of alternatives whenever possible. We argue for this property of (...) ‘cell identification’ based on the simplification of disjunctive antecedents and the effects on free choice that arise as the result of the introduction of universal quantifiers. We further argue for our proposal based on the interaction of only with free choice disjunction. (shrink)

a single life-span. Philosophers, then, do not see more or know more, and they do not see less or know less. They aim to see less detail and more of the abstract. Their details, if you like, are abstractions. Walking on God’s earth as a pedestrian, as a farmer working his fields or as a passer-by, one’s picture of one’s surroundings is every bit as intelligent as that of the pilot riding the sky. The views of the field are radically (...) different, however. One sees only a specific field and in all lively detail: the exact pattern of the land, or even the exact outline of a given leaf, grasshopper, grain of sand even. Acquaintance with minute detail is not without its price: details may stand in the way of conjuring the big picture. It may be difficult to compare whichever field one happens to be in with far off fields, with respect to their size or shape or any other quality. One may wish to inquire if far off fields were already planted, harvested, or even if they exist. A pedestrian may find it hard or even impossible to do so. The pedestrian view contains fine points that the pilot’s map never would, but it does not necessarily contain more information, for it lacks the general context. After all, there are only so many items that one can observe and account for at a single glance, a single map, a single book, a single life-span. (shrink)

Dorit Bar-On develops and defends a novel view of avowals and self-knowledge. Drawing on resources from the philosophy of language, the theory of action, epistemology, and the philosophy of mind, she offers original and systematic answers to many long-standing questions concerning our ability to know our own minds. We are all very good at telling what states of mind we are in at a given moment. When it comes to our own present states of mind, what we say goes; an (...) avowal such as "I'm feeling so anxious" or "I'm thinking about my next trip to Paris," it is typically supposed, tells it like it is. But why is that? Why should what I say about my present mental states carry so much more weight than what others say about them? Why should avowals be more immune to criticism and correction than other claims we make? And if avowals are not based on any evidence or observation, how could they possibly express our knowledge of our own present mental states? Bar-On proposes a Neo-Expressivist view according to which an avowal is an act through which a person directly expresses, rather than merely reports, the very mental condition that the avowal ascribes. She argues that this expressivist idea, coupled with an adequate characterization of expression and a proper separation of the semantics of avowals from their pragmatics and epistemology, explains the special status we assign to avowals. As against many expressivists and their critics, she maintains that such an expressivist explanation is consistent with a non-deflationary view of self-knowledge and a robust realism about mental states. The view that emerges preserves many insights of the most prominent contributors to the subject, while offering a new perspective on our special relationship to our own minds. (shrink)

An argument is presented to the effect that the ability to feel or to experience meaning conditions the ability to mean, and is thus essential to our notion of meaning. The experience of meaning is manifested in the "fine shades" of use and behavior. Theses, so obvious in music, constitute understanding music, which makes music understanding so relevant to understanding language. Applying these notions of understanding, feeling, and experience--as well as their explication in terms of comparisons, internal relation, and mastery (...) of technique--to music, where they are so apt and natural, is fertile both for the philosophy of language and the philosophy of music. (edited). (shrink)

Positive events play an essential role in people’s wellbeing. Capitalisation – disclosing such events to others – bolsters such salutary effects. To understand capitalisation-related motivational processes in romantic partners’ daily lives, we adopted Higgins’ motivational perspective; namely, that people’s primary motivation is to feel effective with respect to Value (achieving the desired outcome), Truth (understanding what is true), and Control (managing what happens). We were particularly interested in clarifying how these aspects of effectiveness are reflected in people’s daily positive experiences, (...) their partners’ responses to their disclosure, and the matching between the two. The role of subject’s motivational regulatory mode (assessment vs. locomotion) in these processes was also examined. The results of a diary study of 83 couples showed that assessors (those with motivation to engage in critical evaluation) characterised their positive experiences as high on truth effectiveness but reported greater benefits from partner’s responses focusing on control effectiveness. Locomotors (those with motivation to initiate action) were more likely to characterise their positive experiences as high on control effectiveness, but reported greater benefit from partner’s responses focusing on value effectiveness. Finally, response mismatching, in particular an “under-focused” response (partner’s response effectiveness focus < recipient’s event-related motivational effectiveness focus) was rated as less beneficial. (shrink)

Recent discussions of animal communication and the evolution of language have advocated adopting a ‘pragmatics-first’ approach, according to which “a more productive framework” for primate communication research should be “pragmatics, the field of linguistics that examines the role of context in shaping the meaning of linguistic utterances”. After distinguishing two different conceptions of pragmatics that advocates of the pragmatics-first approach have implicitly relied on, I argue that neither conception adequately serves the purposes of pragmatics-first approaches to the origins of human (...) linguistic communication. My main aim in this paper is to motivate–and begin to articulate–an intermediary conception whose scope is narrower than Carnapian pragmatics but broader than Gricean pragmatics. To do so, I first spell out what I take to be the key insight offered by proponents of the Gricean approach concerning the emergence of linguistic communication, namely, its being communication ‘from a psychological point of view’. I then develop this insight using key elements from the anti-Gricean ‘biosemantic’ account of linguistic communication due to Ruth Millikan, Philosophical Perspectives 9, Ridgeview Publishing, Atascedero CA, 1995, Millikan R Varieties of Meaning. Mass.: The MIT Press, Cambridge, Millikan, Beyond concepts: unicepts, language, and natural information, Oxford University Press, Oxford UK, 2017, and elsewhere). I argue that the intermediary pragmatics-first approach that I propose, which draws on both Gricean and Millikanian resources, would be better equipped to serve the purposes of those who search for potential precursors of human linguistic communication in animal communication. (shrink)

The task of explaining language evolution is often presented by leading theorists in explicitly Gricean terms. After a critical evaluation, I present an alternative, non-Gricean conceptualization of the task. I argue that, while it may be true that nonhuman animals, in contrast to language users, lack the ‘motive to share information’ understood à la Grice, nonhuman animals nevertheless do express states of mind through complex nonlinguistic behavior. On a proper, non-Gricean construal of expressive communication, this means that they show to (...) their designated audience (without intentionally telling)—and their designated audience recognizes (without rationally inferring)—both how things are in the world and how things are with them. Recognizing that our nonhuman predecessors were already proficient—though non-Gricean—sharers of such information would free us to focus on the more tractable problem of explaining how linguistic expressive vehicles came to replace, augment, and transform the nonlinguistic expressive means to which nonhuman animals are consigned. (shrink)