To better reflect the precise clustering results of the data samples with different shapes and densities for affinity propagation clustering algorithm, an improved integrated clustering learning strategy based on three-stage affinity propagation algorithm with density peak optimization theory was proposed in this paper. DPKT-AP combined the ideology of integrated clustering with the AP algorithm, by introducing the density peak theory and k-means algorithm to carry on the three-stage clustering process. In the first stage, the clustering center point was selected by (...) density peak clustering. Because the clustering center was surrounded by the nearest neighbor point with lower local density and had a relatively large distance from other points with higher density, it could help the k-means algorithm in the second stage avoiding the local optimal situation. In the second stage, the k-means algorithm was used to cluster the data samples to form several relatively small spherical subgroups, and each of subgroups had a local density maximum point, which is called the center point of the subgroup. In the third stage, DPKT-AP used the AP algorithm to merge and cluster the spherical subgroups. Experiments on UCI data sets and synthetic data sets showed that DPKT-AP improved the clustering performance and accuracy for the algorithm. (shrink)

While decision making scholarship in management has specifically addressed the objectivist assumptions within the rational choice model, a similar move within business ethics has only begun to occur. Business ethics scholarship remains primarily based on rational choice assumptions. In this article, we examine the managerial decision making literature in order to illustrate equivocality within the rational choice model. We identify four key assumptions in the decision making literature and illustrate how these assumptions affect decision making theory, research, and practice within (...) the purview of business ethics. Given the breadth of disciplines and approaches within management decision making scholarship, a content analysis of management decision making scholarship produces a greater range of assumptions with finer granularity than similar scholarship within business ethics. By identifying the core assumptions within decision making scholarship, we start a conversation about why, how, and to what effect we make assumptions about decision making in business ethics theory, research, and practice. Examining the range of possible assumptions underlying current scholarship will hopefully clarify the conversation and provide a platform for future business ethics research. (shrink)

Public trust in business, defined as the degree to which the public—meaning society at large—trusts business in general, is largely understudied. This article suggests four domains of existing trust research from which scholars of public trust in business can draw. The authors then propose four main hypotheses, which aim to predict the determinants of public trust, and test these hypotheses using a factorial vignette methodology. These results will provide scholars with more direction as this article is, to the authors’ knowledge, (...) one of the first empirical studies of public trust. Furthermore, the study will enable those companies interested in increasing public trust to understand better respective determinants of public trust. (shrink)

For decades, scholars have debated the corporate objective. Scholars have either advocated a corporate objective focused on generating value for shareholders or creating value for multiple groups of stakeholders. Although it has been established that the corporate objective can shape many aspects of the corporation—including culture, compensation, and decision making—to date, scholars have not yet explored its psychological impact; particularly, how the corporate objective might influence employee well-being. In this article, we explore how two views of the corporate objective affect (...) employee self-determination, a key component of overall psychological need satisfaction and well-being. We hypothesize that a corporate objective based on creating value for multiple stakeholders will increase employee psychological need satisfaction as compared to one focused on creating value for only shareholders. Across four experimental studies and one field survey, we find consistent support for our hypotheses and test three facets of a stakeholder-focused corporate objective. Theoretical implications and future research directions are discussed. (shrink)

The paper considers two main cases of how the creative arts can inform a greater appreciation of human dignity. The first case explores a form of theater, Commedia dell’Arte that has deep roots in Italian culture. The second recounts a set of theater exercises done with very minimal direction or self-direction in executive education and MBA courses at the Darden School, University of Virginia, in the United States. In both cases we highlight how the creative arts can be important for (...) promoting human dignity in organizations, and how they can lead to a more authentic conversation about values, ethics, and meaning. (shrink)

Kripke-style models with two accessibility relations, one intuitionistic and the other modal, are given for analogues of the modal systemK based on Heyting's prepositional logic. It is shown that these two relations can combine with each other in various ways. Soundness and completeness are proved for systems with only the necessity operator, or only the possibility operator, or both. Embeddings in modal systems with several modal operators, based on classical propositional logic, are also considered. This paper lays the ground for (...) an investigation of intuitionistic analogues of systems stronger thanK. A brief survey is given of the existing literature on intuitionistic modal logic. (shrink)

Many tasks in statistical and causal inference can be construed as problems of entailment in a suitable formal language. We ask whether those problems are more difficult, from a computational perspective, for causal probabilistic languages than for pure probabilistic (or “associational”) languages. Despite several senses in which causal reasoning is indeed more complex—both expressively and inferentially—we show that causal entailment (or satisfiability) problems can be systematically and robustly reduced to purely probabilistic problems. Thus there is no jump in computational complexity. (...) Along the way we answer several open problems concerning the complexity of well-known probability logics, in particular demonstrating the ${\exists \mathbb {R}}$ -completeness of a polynomial probability calculus, as well as a seemingly much simpler system, the logic of comparative conditional probability. (shrink)

Quantification is particularly seductive in times of global uncertainty. Not surprisingly, numbers, indicators, categorizations, and comparisons are central to governmental and popular response to the COVID-19 pandemic. This essay draws insights from critical data studies, sociology of quantification and decolonial thinking, with occasional excursion into the biomedical domain, to investigate the role and social consequences of counting broadly defined as a way of knowing about the virus. It takes a critical look at two domains of human activity that play a (...) central role in the fight against the virus outbreak, namely medical sciences and technological innovation. It analyzes their efforts to craft solutions for their user base and explores the unwanted social costs of these operations. The essay argues that the over-reliance of biomedical research on “whiteness” for lab testing and the techno-solutionism of the consumer infrastructure devised to curb the social costs of the pandemic are rooted in a distorted idea of a “standard human” based on a partial and exclusive vision of society and its components, which tends to overlook alterity and inequality. It contends that to design our way out of the pandemic, we ought to make space for distinct ways of being and knowing, acknowledging plurality and thinking in terms of social relations, alterity, and interdependence. (shrink)

Scant research has examined the effects of an organization’s stakeholder orientation on the cognition and attitudes of employees. Our study focuses on how one aspect of an organization’s objective, its stakeholder orientation, affects employee job satisfaction. Through seven studies utilizing different samples and measures, we theorize and demonstrate that employees with a higher perceived stakeholder orientation experience enhanced job satisfaction. We provide correlational field data and causal experimental evidence to show that increased employee perspective-taking is one potential mediator of this (...) effect. These results contribute to our understanding of job satisfaction and perspective-taking by showing how employee orientation toward other stakeholders affects their attitude toward their job and social cognition. We also expand the focus of stakeholder orientation beyond normative philosophy and toward understanding its effects on the cognitions and attitudes of organizational members to provide a basis for examining the behavioral implications of different stakeholder orientations. (shrink)

Declining levels of stakeholder trust in business are of concern to business executives and scholars for legitimacy- and performance-related effects. Research in the area of stakeholder trust in business is nascent; therefore, the trust formation process has been rarely examined at the stakeholder level. Furthermore, the role of personal values as one significant influence in trust formation has been under-researched. In this paper, we develop a contingency model for stakeholder trust formation based on the effects of stakeholder-specific vulnerability and personal (...) values of the trustor. Using a factorial vignette methodology, we find that Schwartz’s value set interacts with stakeholder roles so that trustworthiness signals of competence and character play differing roles during trust formation. These results inform stakeholder trust research, organizational trust research, and research in personal values. The research also informs managers tasked with rebuilding stakeholder trust in business. (shrink)

We argue that providing cumulative risk as an estimate of the uncertainty in dynamically changing risky environments can help decision-makers meet mission-critical goals. Specifically, we constructed a simplified aviation-like weather decision-making task incorporating Next-Generation Radar images of convective weather. NEXRAD radar images provide information about geographically referenced precipitation. NEXRAD radar images are used by both pilots and laypeople to support decision-making about the level of risk posed by future weather-hazard movements. Using NEXRAD, people and professionals have to infer the uncertainty (...) in the meteorological information to understand current hazards and extrapolate future conditions. Recent advancements in meteorology modeling afford the possibility of providing uncertainty information concerning hazardous weather for the current flight. Although there are systematic biases that plague people’s use of uncertainty information, there is evidence that presenting forecast uncertainty can improve weather-related decision-making. The current study augments NEXRAD by providing flight-path risk, referred to as the Risk Situational Awareness Tool. RSAT provides the probability that a route will come within 20 NMI radius of hazardous weather within the next 45 min of flight. The study evaluates four NEXRAD displays integrated with RSAT, providing varying levels of support. The “no” support condition has no RSAT. The “baseline” support condition employs an RSAT whose accuracy is consistent with current capability in meteorological modeling. The “moderate” support condition applies an RSAT whose accuracy is likely at the top of what is achievable in meteorology in the near future. The “high” support condition provides a level of support that is likely unachievable in an aviation weather decision-making context without considerable technological innovation. The results indicate that the operators relied on the RSAT and improved their performance as a consequence. We discuss the implications of the findings for the safe introduction of probabilistic tools in future general aviation cockpits and other dynamic decision-making contexts. Moreover, we discuss how the results contribute to research in the fields of dynamic risk and uncertainty, risk situation awareness, cumulative risk, and risk communication. (shrink)

Recent discussion of the alleged adverse consequences of space colonization by Phil Torres in this journal is critically assessed. While the concern for suffering risks should be part of any strategic discussion of the cosmic future of humanity, the Hobbesian picture painted by Torres is largely flawed and unpersuasive. Instead, there is a very real risk that the skeptical arguments will be taken too seriously and future human flourishing in space delayed or prevented.

The thesis analyzes the position of Albanian women in the first decade of socialist rule in Montenegro, during which women became full members of society. The efforts of the communist authorities t...

As a philosopher, legal ethicist, and expert in international criminal law, David Luban was uniquely positioned to challenge the morality and legality of the Bush administration's coercive interrog...

A partir del análisis del ambientalismo desde las perspectivas que brindan diferentes discursos sobre desarrollo sostenible, los autores argumentan que, en un nivel de aplicación local, en comunidades y proyectos específicos, se pueden generar nichos de sostenibilidad, pese a que reconocen la extrema dificultad de este desafío; comparan viejas y nuevas propuestas para alcanzar la sostenibilidad, tales como: el desarrollo sostenible, el capitalismo natural, el decrecimiento sostenible o el ecologismo de los pobres. Por último, presentan dos casos con particularidades diferentes, (...) en los que comunidades pobres se resisten a la Raubwirtschaft o economía industrial de rapiña dominante, al buscar la construcción de nichos de sostenibilidad desde una perspectiva local y de comunalidad, mediante el ordenamiento comunitario territorial, la gobernanza democrática y la planeación participativa. (shrink)

The aim of this study was to empirically investigate differences in role expectations, among the stakeholders involved, about the devolved personnel management role of front-line managers. In particular, we researched the role expectation differences between FLMs, their middle managers, and Human Resource practitioners. In total, nineteen semi-structured interviews have been conducted involving eleven FLMs, eight middle managers, and two HR practitioners working at the same Dutch hospital. Most discovered role expectation differences were related to how FLMs should execute their HR (...) tasks. FLMs were often uncertain if their role enactment met those of their middle managers and/or HR practitioners, herewith indicating role stress. Our findings underline the importance of paying attention to role expectations’ differences in aligning components of the HRM-performance relationship. Future research could include the role expectations of other important stakeholders, such as: subordinates and top management. The outcomes of this empirical work are translated into four interventions to diminish FLMs’ role stress. (shrink)

This article approaches the paradigm shift of datafication from the perspective of civil society. Looking at how individuals and groups engage with datafication, it complements the notion of “data politics” by exploring what we call the “contentious politics of data”. By contentious politics of data we indicate the bottom-up, transformative initiatives interfering with and/or hijacking dominant processes of datafication, contesting existing power relations or re-appropriating data practices and infrastructure for purposes distinct from the intended. Said contentious politics of data is (...) articulated in an array of practices of data activism taking a critical stance towards datafication. In data activism, data as mediators take a central role, both as part of an action repertoire or as objects of struggle in their own right. Leveraging social movement studies and science and technology studies, this theoretical essay argues that data activism can be mapped along two analytical dimensions: “data as stakes” vs. “data as repertoires”, and “individual practice vs. collective action”. Mapping action repertoires and tactics along these axes allows us to chart the potential emergence of a political data subject at the intersection of these two dimensions. This furthers our understanding of people’s engagement with data in relation to other forms of activism and existing work in social movement studies. It also helps us interpreting potential trajectories of contemporary social movements, as they increasingly interface with data, devices and platforms. (shrink)

The main goals of this work are: Ethical and social aspects of policy, contemporary liberal democratic structures, morality in political decision-making, human rights and their individual conceptions, political-philosophical ideas, function of a social-scientific education, selected aspects of security policy, environmental policy, eco-social market economy and religion and law.

Con el repunte de la literatura nacional durante la República Restaurada, Justo Sierra adoptó la pauta romántica y liberal que propugnaba Altamirano en órganos de difusión como El Renacimiento. Luego, con la llegada de Porfirio Díaz al poder, la literatura de Sierra se orientó al positivismo. En este artículo se estudia cómo se produjo el cambio del Sierra "romántico" al Sierra "positivista".

The paper reconsiders the Weber Thesis of a linkage between Calvinism and capitalism. It first restates this sociological Thesis in terms of the Calvinist doctrine of predestination as its theological core and premise in virtue of being treated as the crucial religious factor of the spirit of modern capitalism. Consequently, it proposes that the Weber Thesis’ validity and consistency depends on that doctrine, succeeding or failing as a sociological theory with the latter depending on whether or not it is unique (...) in theological terms, as well as economic-social consequences. For that purpose, it reexamines and compares the Calvinist doctrine of predestination with the pre-Calvinist versions and infers that it is basically identical to or compatible with these. It then draws the implications for the Weber Thesis in respect of the degree of its validity or consistence. It concludes that the Weber Thesis likely is fail as a sociological-economic theory with the Calvinist doctrine of predestination to the extent that the latter is its theological ground and revealed not to be unique and new theologically and probably in terms of its societal effects. (shrink)

Kenneth Kai-chung Yung’s Chinese Émigré Intellectuals and Their Quest for Liberal Values in the Cold War presents the philosophical and political development of Chinese intellectuals who fled the mainland after the Communist takeover in 1949. Focusing on Yin Haiguang 殷海光, Zhang Junmai 張君勱, and Xu Fuguan 徐復觀, the author provides a comparative account and comprehensive overview of the many facets of intellectual discourse among Chinese post-war philosophers and public intellectuals.Yung’s book is structured into five chapters. While the first two chapters (...) introduce the reader to the general trends and historical circumstances of the post-war intellectual sphere, the ensuing chapters... (shrink)