PurposeTo use the power of knowledge acquisition and machine learning in the development of a collaborative computer classification system based on the features of age-related macular degeneration (AMD).MethodsA vocabulary was acquired from four AMD experts who examined 100 ophthalmoscopic images. The vocabulary was analyzed, hierarchically structured, and incorporated into a collaborative computer classification system called IDOCS. Using this system, three of the experts examined images from a second set of digital images compiled from more than 1000 patients with AMD. Images (...) were annotated, and features were identified and defined. Decision trees, a machine learning method, were trained on the data collected and used to extract patterns. Interrelationships between the data from the different clinicians were investigated.ResultsSix drusen classes in the structured vocabulary were largely sufficient to describe all the identified features. The decision trees classified the data with 76.86% to 88.5% accuracy and distilled patterns in the form of hierarchical trees composed of 5 to 15 nodes. Experts were largely consistent in their characterization of soft, and to a lesser extent, hard drusen, but diverge in definition of other drusen. Size and crystalline morphology were the main determinants of drusen type across all experts.ConclusionsMachine learning is a powerful tool for the characterization of disease phenotypes. The creation of a defined feature set for AMD will facilitate the development of an IDOCS-based classification system. (shrink)

The proceedings of the first major international conference on the philosophy of Spinoza to be held in the United States are published here. Contained are papers on all aspects of Spinoza's thought by 31 distinguished scholars from the United States, Europe, Israel and Australia including Jonathan Bennett, Alan Donagan, Margaret Wilson, Amélie Rorty, Richard Popkin, Jean-Marie Beyssade, Alexandre Matheron, Étienne Balibar, Pierre Macherey, Emilia Giancotti, Hubertus Hubbeling, and Yirmiyahu Yovel.Topics discussed are Metaphysics, Epistemology and Philosophy of Mind, Psychology, Moral, Political (...) and Social Philosophy, and Spinoza's influence. (shrink)

This essay addresses directions for the Social Issues in Management (SIM) Division from the perspective of “Back to the Future.” The author was chair of the SIM Division in 1983 to 1984 and the 1989 recipient of the SIM Division’s Sumner Marcus Distinguished Service Award. The essay reviews the general history of SIM during the 1960s and 1970s in which the University of California, Berkeley, played a key role in organizing conferences. The author explains his approach as an applied empiricist (...) to research concerning SIM. The essentials are power, legitimacy, responsibility, rationality, and values, and understanding how they impact the ongoing day-to-day interactions within, between, and among business organizations, their leadership, and other sectors of society. SIM is a field of diverse inquiry which has been the recipient of perspectives and persons drawn not only from multiple disciplines, particularly from the social sciences, law, and management, but also from the humanities and sciences. SIM is patently multi- and inter-disciplinary. (shrink)

To teach that being ethical requires knowing foundational ethical principles – or, as Socrates claimed, airtight definitions of ethical terms – is to invite cynicism among students, for students discover that no such principles can be found. Aristotle differs from Socrates in claiming that ethics is about virtues primarily, and that one can be virtuous without having the sort of knowledge that characterizes mathematics or natural science. Aristotle is able to demonstrate that ethics and self-interest may overlap, that ethics is (...) largely compatible with common sense, and that Aristotle’s virtuous person can make ethical decisions rationally. Case studies can help students improve their ethical perception and keep their values from being overwhelmed by corporate culture. (shrink)

In this paper, I examine the thought of Descartes and Spinoza regarding the immortality of the soul. I conclude that Descartes’s argument(s) for the immortality of the soul—or at least the argument(s) that one can construct based on Descartes’s texts—are disappointing, and that Spinoza’s thought on the soul and its relation to the body leaves little room for the traditional doctrine of personal immortality.

Recent studies suggest that a non‐isotopic in situ hybridisation (NISH) approach can be successfully employed to investigate the carrier status of female relatives in families of selected patients with Duchenne muscular dystrophy (DMD) or Hunter syndrome, whose diseases are due to a specific X chromosome deletion.Whilst the majority of metaphase spreads from normal females show specific hybridisation signals on both X chromosomes when tested with either dystrophin or Hunter gene‐derived probes, only one X chromosome in each metaphase spread will show (...) the relevant hybridisation complex in female carriers of deletions involving the dystrophin or Hunter gene.Thus, the NISH method can be a valuable diagnostic tool for the detection of the carrier status of female relatives of patients with X chromosome deletions. (shrink)

Behaviorism is consistent with the assumptions of perfect competition, with the homo economicus model, and with a form of ethics that enshrines market-based notions of utility, justice, and rights and encourages rational maximizing. Economics and business courses foster this deficient form of ethics, assuming an overriding desire for money, which, according to MacIntyre and Aristotle, crowds out the associative virtues. These beliefs, often associated with Taylor and Friedman, lead to such practices as incentive compensation, which would be effective only if (...) employees were homines economici and thus rational in the sense of knowing how to satisfy whatever desires they have. Against Davidson’s view that psychology cannot be a natural science, Aristotle believes that there can be a teleological, if not exact, science of behavior. Aristotle believes that emotions and objectives may be rational or irrational. But rationality—phronesis, practical wisdom—is not a matter of applying algorithms. Doris questions whether character generates the first premises of an agent’s practical syllogisms, while Haidt has argued that we often act on emotions rather than on the basis of the reasons that we claim motivate us. Aristotle agrees that many people are not virtuous and that weakness of the will is a common occurrence, and he agrees that emotion drives actions. But if you are virtuous, your emotions and desires support your rationality. Aristotle gives us reason to reject the notion that people are homines economici and to treat them as rational deliberators, in part by creating an appropriate culture. The claim that it is in the nature of human beings to deliberate rationally is in part aspirational, but also in part scientific—in Aristotle’s modest sense. (shrink)

Aristotelian naturalism is a good vantage point from which to consider the moral implications of evolution. Sociobiologists err in arguing that evolution is the basis for morality: not all or only moral features and institutions are selected for. Nor does the longevity of an institution argue for its moral status. On the other hand, facts about human capacities can have implications concerning human obligations, as Aristotle suggests. Aristotle’s eudaimonistic approach to ethics suggests that the notion of interests is far subtler (...) than many have realized, and leaves open the possibility that cooperativeness may be adaptive, virtuous, and a good thing for the agent. Lawrence and Nohria argue along remarkably similar lines, and they provide evidence against those who would question the existence of character. But promising as the Aristotelian approach is, it seems to give an inadequate account of our moral responsibility to those who are not members of our community. (shrink)

Abstract:There is good reason to take a virtue-based approach to business ethics. Moral principles are fairly useful in assessing actions, but understanding how moral people behave and how they become moral requires reference to virtues, some of which are important in business. We must go beyond virtues and refer to character, of which virtues are components, to grasp the relationship between moral assessment and psychological explanation. Virtues and other character traits are closely related to (in technical terms, they supervene on) (...) personality traits postulated by personality psychologists. They may therefore be featured in respectable psychological explanations. But good character fits no familiar psychological pattern. A person of good character is sufficiently self-aware and rational that his or her virtues are not accompanied by the vices that psychologists find usually associated with them. A course in business ethics can help develop this self-awareness, which a good life in business requires. (shrink)

During the past decade many individuals have sought to create a connection between their work persona and their religious/spiritual persona. Management education has a legitimate role to play in introducing teachings drawn from our religious traditions into business ethics and other courses. Thereby, we can help prepare students to consider the possibility that business endeavors, spirituality and religious commitment can be inextricable parts of a coherent life.

It may be nearly impossible to use standard principles to make a decision about a complex ethical case. The best decision, say virtue ethicists in the Aristotelian tradition, is often one that is made by a person of good character who knows the salient facts of the case and can frame the situation appropriately. In this respect ethical decisions and strategic decisions are similar. Rationality plays a role in good ethical decision-making, but virtue ethicists emphasize the importance of intuitions and (...) emotions as well.Virtue ethics suggests a reconciliation of the factual and the normative. Virtues may explain as well as justify actions. The same is true of other psychological states and events. That psychological terms have normative implications does not render them useless in explanation. As Aristotle does not distinguish cleanly between the normative and empirical, so many moral philosophers today reject the is-ought dichotomy. They are prepared to learn from economists, psychologists, and other empirical scientists who offer information about the nature of the good life and of values. Social psychologists who study community or corporate culture suggest a close relationship between organizational and ethical features, much as Aristotle saw a close relationship between politics and ethics. We should infer from all this that in business ethics there is good reason for philosophers and organization scholars to work closely together. (shrink)

Christopher McMahon links political theory and business ethics and thereby takes the latter to a new level of philosophical sophistication. McMahon argues that legitimate authority, political or managerial, characteristically preempts certain of one’s judgments, so that one may reasonably submit to a directive to do something that contravenes one’s principles. Authoritative preemption does not involve weighing reasons pro and con, as one who is considering breaking a promise must do: it disqualifies competing considerations.

Abstract:Phillips and Margolis argue that moral philosophy is a poor basis for business ethics, but their narrow view of moral philosophy would exclude Aristotle, for one. They criticize me for assimilating states and organizations in using the Rawlsian device, but they put too much faith in Rawls’s distinction between states and voluntary organizations and pay too little attention to the continuities between them. Their plea for a conceptually autonomous ethics for organizations I interpret as reasonable and largely compatible with my (...) own stated opinion. (shrink)

In the opening lines of Aristophanes' Acharnians, Dicaeopolis counts first among his greatest joys ‘the five talents Cleon coughed up’, and he professes his love of the Knights for this service ‘worthy of Hellas’. The ancient scholiast gave what he thought an obvious explanation from Theopompus : he tells us that Cleon was accused of taking bribes to lighten the tribute of the islanders, and he was then fined ‘because of the outrage against the Knights’. Evidently Theopompus connected the charges (...) against Cleon with some earlier proceedings instigated by Cleon against the Cavalry. There is, as often, some difficulty in determining what Theopompus said and what the scholiast inferred, and, aside from that editorial problem, the scholiast's all-too-simple solution faces at least three major objections regarding the legal and political implications of such a trial. On the strength of such objections it was long ago supposed that Dicaeopolis rejoices not at a recent political defeat for the demagogue, but in recalling a theatrical expose in Babylonians of the previous year. This theory of a stage trial, however, encounters obstacles of its own in any reconstruction of the lost play. In recent work there have been many comments but no altogether satisfactory solution on this problem. It is the view of many that Cleon indeed suffered some political defeat in the year preceding Ach.; but, by this approach, ingenious solutions are required to make sense of the scholia. The assumption of a stage-trial, involving the Knights and Cleon in Babylonians, is still found persuasive by others, but if we are to discount the fragment of Theopompus, which has supporting testimony elsewhere in the scholiastic tradition, we would like to have something more than mere inference that Cleon was tried and convicted in Babylonians. The purpose of this paper is to find a more cogent explanation for these lines in Ach. and the equally puzzling scenario in Theopompus. It will be helpful to begin with the broad outlines of the problem , and then proceed to re-examine the prevailing views, the stage-trial theory and historical theories based upon the scholia. (shrink)

Abstract:A complex organization is in effect a commons, which supervisory techniques cannot preserve from free riding. A corporate culture strong enough to create the requisite community-minded second-order desires and beliefs may be morally illegitimate. What morality requires is not local enforcement of foundational moral principles—a futile undertaking—but that the organization be a good community in that it permits the disaffected to exit, encourages reflective consideration of morality and the good life, and creates appropriate loyalty.

From their inception, the social issues in management (SIM) field and the SIM Division within the Academy of Management have provided venues to examine the complex, dynamic, two-way relation between economic institutions of our society and the social systems in which they operate. They have blended the normative with the scientific, the speculative with the empirical, and the philosophical with the pragmatic. The field and the Division have served, perhaps most importantly, as the conscience of management education and the Academy. (...) Their enduring quest and raison d’étre is to foster corporate capitalism that is accountable, ethical, and humane. (shrink)