Machine learning algorithms pervade contemporary society. They are integral to social institutions, inform processes of governance, and animate the mundane technologies of daily life. Consistently, the outcomes of machine learning reflect, reproduce, and amplify structural inequalities. The field of fair machine learning has emerged in response, developing mathematical techniques that increase fairness based on anti-classification, classification parity, and calibration standards. In practice, these computational correctives invariably fall short, operating from an algorithmic idealism that does not, and cannot, address systemic, Intersectional (...) stratifications. Taking present fair machine learning methods as our point of departure, we suggest instead the notion and practice of algorithmic reparation. Rooted in theories of Intersectionality, reparative algorithms name, unmask, and undo allocative and representational harms as they materialize in sociotechnical form. We propose algorithmic reparation as a foundation for building, evaluating, adjusting, and when necessary, omitting and eradicating machine learning systems. (shrink)

This paper focuses on the boundaries of political sovereignty, one key aspect of global political justice and an important background condition to the issues of global economic justice treated in the other papers of this volume. I first present an interpretive summary of the traditional arguments against and for intervention, stressing, to a greater extent than is usual, the consequentialist character of the ethics of intervention. It makes a difference whether we think that an intervention will do more good than (...) harm, and some of the factors that determine the outcome are matters of strategy and institutional choice. I then explore the significance of a key factor that makes for much of what is new in the new interventionism: the role of multilateral and particularly U.N. authorization and implementation. I argue that the more salient role of the United Nations should lead us to a more expansive tolerance of international intervention and that global standards of justice, both political and economic, can therefore be more widely enforced against claims to national autonomy. (shrink)

The psychosocial morbidity associated with HIV infection and responses to such infection may exceed morbidity associated with medical sequelae of such infection. This paper argues that negative judgements on those with HIV infection or in groups associated with such infection will cause avoidable psychological and social distress. Moral judgements made regarding HIV infection may also harm the common good by promoting conditions which may increase the spread of HIV infection. This paper examines these two lines of argument with regard (...) to the ethical aspects of psychological bases of health care, clinical contact, public perceptions of AIDS and the comparative perspective. It is concluded that the psychosocial aspects of HIV infection impose ethical psychological, as well as medical, obligations to reduce harm and prevent the spread of infection. (shrink)

Pluralism, or the existence of independent organizations, is desirable, and unavoidable in a large scale democracy. Such organizations are also potentially harmful, and require control. How much autonomy should they have, and how much should they be controlled? This is the basic dilemma of pluralist democracy, and Robert Dahl examines the major alternative solutions. He argues for a decentralized democratic socialism. He also makes clear how such a society would face many of the dilemmas of pluralist democracy, such as rights (...) to organizational autonomy vs. social utility, equality in voting for individuals vs. equality for organizations, and others. (shrink)

Pluralism, or the existence of independent organizations, is desirable, and unavoidable in a large scale democracy. Such organizations are also potentially harmful, and require control. How much autonomy should they have, and how much should they be controlled? This is the basic dilemma of pluralist democracy, and Robert Dahl examines the major alternative solutions. He argues for a decentralized democratic socialism. He also makes clear how such a society would face many of the dilemmas of pluralist democracy, such as rights (...) to organizational autonomy vs. social utility, equality in voting for individuals vs. equality for organizations, and others. (shrink)

This paper explores some interconnections between the business and environmental ethics movements. The first section argues that business has obligations to protect the environment over and above what is required by environmental law and that it should cooperate and interact with government in establishing environmental regulation. Business must develop and demonstrate environmental moral leadership. The second section exposes the danger of using the rationale of "good ethics is good business" as a basis for such business moral leadership in both the (...) business and environmental ethics movements. The third section cautions against the moral shallowness inherent in the position or in the promotional strategy of ecological homocentrism which claims that society, including business, ought to protect the environment solely because of harm done to human beings and human interests. This paper urges business and environmental ethicists to promote broader and deeper moral perspectives than ones based on mere self-interest or human interest. Otherwise both movements will come up ethically short. (shrink)

Screening for prostate cancer with the prostate-specific antigen blood test is controversial, as evidence to date has not demonstrated such screening does more good than harm. While the potential benefit of PSA screening on reducing prostate cancer mortality has not been documented in randomized trials, many risks of PSA screening have been well documented. These risks include a substantially higher risk of a prostate cancer diagnosis over a screenee’s lifetime, false-positive and false-negative test results, possible complications from biopsies done (...) in response to suspicious test results, and substantial risks of side effects from subsequent prostate cancer treatments. Nevertheless, PSA screening is widespread in the United States, and many physicians in a national survey reported supporting routine PSA screening as well as getting PSA tests themselves, despite the lack of evidence. (shrink)

In this paper we consider whether one type of individual investor, which we call at risk investors, should be denied access to securities markets to prevent them from suffering serious financial harm. We consider one kind of paternalistic justification for prohibiting at risk investors from participating in securities markets, and argue that it is not successful. We then argue that restricting access to markets is justified in some circumstances to protect the rights of at risk investors. We conclude with (...) some suggestions about how this might be done. (shrink)

Michael Ravvin, Department of Political Science, Columbia University, 420 W. 118th Street, New York, NY 10027 Email: mer2133{at}columbia.edu ' + u + '@' + d + ' '//--> Abstract The existing intellectual property regime discourages the innovation of, and access to, essential medicines for the poor in developing countries. A successful proposal to reform the existing system must address these challenges of access and innovation. This essay will survey the problems in the existing pharmaceutical patent system and offer critical (...) analysis of some reform proposals. I will argue that existing mechanisms that are intended to mitigate the harms of the current pharmaceutical patent system, such as bulk buying, differential pricing and compulsory licenses, are inadequate and perhaps even counter-productive over the long-term. Other incentive mechanisms based on push funding, such as government research grants, are inefficient and limited in scope. Pull mechanisms, which offer some reward for successful pharmaceutical innovations, offer a more promising incentive mechanism. I will evaluate three pull mechanisms -- Priority Review Vouchers, Advance Market Commitment (AMC) and the Health Impact Fund -- on the basis of their capacity to incentivize access and innovation, as well as their efficiency and political feasibility. Though the Health Impact Fund appears to be the most promising proposal, more work must be done to overcome challenges of its implementation. CiteULike Connotea Del.icio.us What's this? (shrink)

It is a commonplace belief that many beliefs, e.g. religious convictions, are a purely private matter, and this is meant in some way to serve as a defense against certain forms of criticism. In this paper it is argued that this thesis is false, and that belief is really often a public matter. This argument, the publicity of belief argument, depends on one of the most compelling and central thesis of Peircean pragmatism. This crucial thesis is that bona fide belief (...) cannot be separated from action. It is then also suggested that we should accept a form of W. K. Clifford's evidentialism. When these theses are jointly accepted in conjunction with the basic principle of ethics that it is prima facie wrong to act in such a way that may subject others to serious but unnecessary and avoidable harm, it follows that many beliefs are morally wrong. (shrink)

In lieu of an abstract, here is a brief excerpt of the content:Ethics CommentaryMichael Robertson, Senior Research FellowThe French philosopher Michel Foucault once recounted the story of the English King, George III, being restrained by his guards at the direction of his physician Dr. Willis. King George, presumably deranged by a psychotic mania consequent upon porphyria, was incapable of self-rule and his power was usurped by the medical profession in an act of coercion tantamount to treason. This for Foucault was (...) a profound metaphor of psychiatric power.1The plight of Mdm. W yokes the two most emotive issues in psychiatry — involuntary treatment and the administration of ECT. Whilst only utilised at an extremity of clinical practice, both of these are the most misunderstood of actions performed by the psychiatric profession. Yet, in many circumstances, they are life-saving.In essence, we are confronted with a profoundly depressed woman, whose illness is seemingly resistant to first line treatment and poses a serious, credible risk of harm. Most psychiatrists would regard this as somewhat of a psychiatric emergency. We are informed that Mdm. W’s family has transcended any cultural taboos about mental illness and is engaged in her care, has an extensive lived experience of her severe mood disorder and accepts, indeed welcomes, the use of ECT to terminate a severe episode of depression. In the course of a psychotic depression, Mdm. W is suffering profound distress and presents a risk of either suicide or serious medical complications if the episode persists. Despite the minimal discomfort during the actual administration of ECT, Mdm. W’s distress will be compounded by the further restraint needed to prevent from her eating and drinking prior to anaesthesia.It is difficult to know what Mdm. W’s experience of this situation would [End Page 230] be. Through the prism of her disturbed mental state, with its derangements in thinking, cognitive functioning and apprehension of reality, she would likely experience the situation as one of fear or terror; she would likely interpret ECT and the enforced restriction of oral intake prior to the procedure as punitive — further evidence of her “sins”, reinforcing her delusional guilt and nihilism. Yet to speak to Mdm. W in circumstances of euthymia or normal mood, where such derangements no longer occur, might reveal an utterly different perspective on the situation. Like many people with episodic mental illnesses, Mdm. W might, when such a scenario was put to her, consent to future treatment with ECT without equivocation. Indeed, many patients with bipolar disorder formulate advance directives in regard to the specific management of their possible future episodes of illness.If the clinical and legal aspects of this situation are so clear, why is there a sense of a dilemma in the realm of clinical ethics? Beyond the emotive nature of the situation, we see a deeply distressed woman being provided potentially life-saving treatment, which is being denied to her by the profound impairments of insight and judgement consequent upon her illness.In Singapore, such detention and enforced treatment under the Mental Capacity Act (2010) applies to a person with a mental illness or disorder who lacks capacity to make decisions in their own best interests based upon impairment of mind or brain. This would be considered a “capacity” based mental health law. In other jurisdictions, the legal test and evidentiary justification for such care may be predicated upon risk of harm to self or others. In either setting, Mdm. W’s clinical situation provides adequate legal justification for such enforced care.The moral justification of such laws falls into two general categories — the “risk” argument and the “capacity” argument. In mental health legislation, the “harm principle”, as first elaborated in John Stuart Mill’s On Liberty,2 is usually defined in terms of the construct of “risk”. Risk is a term that has multiple meanings in different disciplinary contexts, although all approaches to “risk” attempt to apply knowledge to an area of uncertainty.3 The notion of “risk assessment” is usually considered as the process of categorising individuals by their perceived likelihood of causing serious harm to themselves or harm to others. In the insurance industry, actuarial assessment is a mathematical discipline aimed at computing a probability of adversity... (shrink)

Examines political philosophies of the classic theorists as a means to understand international dilemmas in the post-Cold War world.

The laboratory animal environment: room for concern.

The method of reflective equilibrium (MRE) is a method of justification popularized by John Rawls and further developed by Norman Daniels, Michael DePaul, Folke Tersman, and Catherine Z. Elgin, among others. The basic idea is that epistemic agents have justified beliefs if they have succeeded in forming their beliefs into a harmonious system of beliefs which they reflectively judge to be the most plausible. Despite the common reference to MRE as a method, its mechanisms or rules are typically expressed (...) in a metaphorical or simplified manner and are therefore criticized as too vague. Recent efforts to counter this criticism have been directed towards the attempt to provide formal explications of MRE. This paper aims to supplement these efforts by providing an informal working definition of MRE. This approach challenges the view that MRE can adequately be characterized only in the negative as a set of anti-essentialisms. I argue that epistemic agents follow MRE iff they follow four interconnected rules, which are concerned with a minimalistic form of foundationalism, a minimalistic form of fallibilism, a moderate form of holism, and a minimalistic form of rationality. In the critical spirit of MRE, the corresponding working definition is, of course, provisional and revisable. In general, the aim is to contribute to a reflective equilibrium (RE) concerning MRE. If it is successful, this working definition provides a better grasp of the most basic elements of the method and thereby enhances our understanding of it. (shrink)

This paper examines the critical role that organizational leaders play in establishing a values based climate. We discuss seven mechanisms by which leaders convey the importance of ethical values to members, and establish the expectations regarding ethical conduct that become engrained in the organizations climate. We also suggest that leaders at different organizational levels rely on different mechanisms to transmit values and expectations. These mechanisms then influence members practices and expectations, further increase the salience of ethical values and result in (...) the shared perceptions that form the organizations climate. The paper is organized in three parts. Part onebegins with a brief discussion of climates regarding ethics and the critical role of values. Part two provides discussion on the mechanisms by which leaders and members transmit values and create climates related to ethics. Part three provides a discussion of these concepts with implications for theory, research, and practice. (shrink)

Clustered regularly interspaced short palindromic repeats genome editing has already reinvented the direction of genetic and stem cell research. For more complex diseases it allows scientists to simultaneously create multiple genetic changes to a single cell. Technologies for correcting multiple mutations in an in vivo system are already in development. On the surface, the advent and use of gene editing technologies is a powerful tool to reduce human suffering by eradicating complex disease that has a genetic etiology. Gene drives are (...) CRISPR mediated alterations to genes that allow them to be passed on to subsequent populations at rates that approach one hundred per cent transmission. Therefore, from an anticipatory biomedical ethics perspective, it is possible to conceive gene drive being used with CRISPR to permanently ameliorate aberrant genes from wild-type populations containing mutations. However, there are also a number of possible side effects that could develop as the result of combining gene editing and gene drive technologies in an effort to eradicate complex diseases. In this paper, we critically analyse the hypothesis that the combination of CRISPR and gene drive will have a deleterious effect on human populations from an ethical perspective by developing an anticipatory ethical analysis of the implications for the use of CRISPR together with gene drive in humans. (shrink)

The Politics of the Texbook analyzes the factors that shape production, distribution and reception of school texts through original essays which emphasize the double-edged quality of textbooks. Textbooks are viewed as systems of moral regulation in the struggle of powerful groups to build political and cultural accord. They are also regarded as the site of popular resistance around discloding the interest underlying schoolknowledge and incorporating alternative traditions.

Intended for courses in sensation and perception, this book covers the anatomy, physiology and phenomenology of the way humans sense and perceive the world. It is grounded in physiology to explain perceptual phenomena, on the theory that understanding sensation and perception is based in the physiology of the sensory organs and the brain.

Deliberate contextual vocabulary acquisition (CVA) is a reader’s ability to figure out a (not the) meaning for an unknown word from its “context”, without external sources of help such as dictionaries or people. The appropriate context for such CVA is the “belief-revised integration” of the reader’s prior knowledge with the reader’s “internalization” of the text. We discuss unwarranted assumptions behind some classic objections to CVA, and present and defend a computational theory of CVA that we have adapted to a new (...) classroom curriculum designed to help students use CVA to improve their reading comprehension. (shrink)

Provides a philosophical analysis of the numerous and distinct conceptions of parenthood. This work considers such issues as the nature and justification of parental rights, the sources of parental obligations, the value of autonomy, and the moral obligations and tensions present within interpersonal relationships.

Comparing Mill's "Non-Intervention" and Walzer's "Just and Unjust Wars" links two classic statements on just wars of intervention. Doyle concludes that interventionist arguments should go beyond the three paradigmatic cases Walzer explores in "Just and Unjust Wars.".

The question of when or if a nation should intervene in another country’s affairs is one of the most important concerns in today’s volatile world. Taking John Stuart Mill’s famous 1859 essay “A Few Words on Non-Intervention” as his starting point, international relations scholar Michael W. Doyle addresses the thorny issue of when a state’s sovereignty should be respected and when it should be overridden or disregarded by other states in the name of humanitarian protection, national self-determination, or national (...) security. In this time of complex social and political interplay and increasingly sophisticated and deadly weaponry, Doyle reinvigorates Mill’s principles for a new era while assessing the new United Nations doctrine of responsibility to protect. In the twenty-first century, intervention can take many forms: military and economic, unilateral and multilateral. Doyle’s thought-provoking argument examines essential moral and legal questions underlying significant American foreign policy dilemmas of recent years, including Libya, Iraq, and Afghanistan. (shrink)

Michael Young, an anthropologist and Malinowski's authorized biographer, has selected the photographs based on one of Malinowski's unpublished studies of the region, and the plan of that abandoned project has helped structure this book.

The just war tradition is an evolving body of tenets for determining when resorting to war is just and how war may be justly executed. Rethinking the Just War Tradition provides a timely exploration in light of new security threats that have emerged since the end of the Cold War, including ongoing conflicts in the Middle East, threats of terror attacks, and genocidal conflicts within states. The contributors are philosophers, political scientists, a U.S. Army officer, and a senior analyst at (...) the Center for Defense Information. They scrutinize some familiar themes in just war theory from fresh and original angles, and also explore altogether new territory. The diverse topics considered include war and the environment, justice in the ending of war, U.S. military hegemony, a general theory of just armed-conflict principles, supreme emergencies, the distinction between combatants and noncombatants, child soldiers, the moral equality of all soldiers, targeted assassination, preventive war, right authority, and armed humanitarian intervention. Clearly written and free of jargon, this book illustrates how the just war tradition can be rethought and applied today. Contributors include Mark Woods, Eric Patterson, Harry van der Linden, John Lango, Frederik Kaufman, Pauline Kaurin, Reuben Brigety II, Rachel Stohl, Michael Brough, Whitley Kaufman, Jordy Rocheleau, Hartley Spatt, and Robert Hoag. (shrink)

Theodicy and Toleration Seem at first glance to be an unlikely pair of topics to treat in a single paper. Toleration usually means putting up with beliefs or actions with which one disagrees, and it is practiced because the beliefs or actions in question are not disagreeable enough to justify interference. It is usually taken to be a topic for moral and political philosophy. Theodicy, on the other hand, is the attempt to solve the problem of evil; that is, to (...) explain the origin of suffering and sin in a way that does not make God a moral cause of those evils.1 While theodicy concerns the notions of good and evil, and could therefore be considered a moral topic, historical and contemporary discussions of it have .. (shrink)