This discussion focuses on veterinary practice as a form of service delivery. Based on data collected during a year of participant observation in a major veterinary hospital in the northeast, the paper examines the criteria veterinarians routinely used to define nonhuman patients as problematic and the means they employed to deal with troublesome animals. The conclusion frames veterinarians' tactics for evaluating and controlling patients within the larger context of how rule-breakers are identified in everyday interactional settings and the routine approaches (...) used in the exercise of social control. (shrink)

Applied general equilibrium models have received considerable attention and scrutiny in the public debate over the North American Free Trade Agreement. This collection brings together the leading AGE models that have been constructed to analyse NAFTA. A variety of approaches to modelling trade liberalization are taken in these studies, including multi-country and multi-sectoral models, models that focus on institutional features of particular sectors affecting multinational firms and rules of origin, and models with some inter-temporal structure. Further, by constructing stylized models, (...) theoretical linkages have been identified that drive numerical results in the larger AGE models. The volume also assesses what can be learned about the likely economic effects of NAFTA from the collection of studies taken as a whole. Areas in need of further study have been highlighted. (shrink)

The earlier volume in this series dealt with two religions of Indian origin, namely, Buddhism and Jainism. The Indian religious scene, however, is characterized by not only religions which originated in India but also by religions which entered India from outside India and made their home here. Thus religious life in India has been enlivened throughout its history by the presence of religions of foreign origin on its soil almost from the very time they came into existence. This volume covers (...) three such religions—Zoraoastrianism, Judaism, and Islam. In the case of Zoraostianism, even its very beginnings are intertwined with India, as Zoroastrianism reformed a preexisting religion which had strong links to the Vedic heritage of India. This relationship took on a new dimension when a Zoroastrian community, fearing persecution in Persia after its Arab conquest, sought shelter in western India and ultimately went on to produce India’s pioneering nationalist in the figure of Dadabhai Naoroji ( 1825-1917), also known as the Grand Old Man of India. Jews found refuge in south India after the destruction of the Temple by the Romans in 70 C.E. and have remained a part of the Indian religious scene since then, some even returning to Israel after it was founded in 1948. Islam arrived in Kerala as soon as it was founded and one of the earliest mosques in the history of Islam is found in India. Islam differs from the previously mentioned religions inasmuch as it went on to gain political hegemony over parts of the country for considerable periods of time, which meant that its impact on the religious life of the subcontinent has been greater compared to the other religions. It has also meant that Islam has existed in a religiously plural environment in India for a longer period than elsewhere in the world so that not only has Islam left a mark on India, India has also left its mark on it. Indeed all the three religions covered in this volume share this dual feature, that they have profoundly influenced Indian religious life and have also in turn been profoundly influenced by their presence in India. (shrink)

The earlier volume in this series dealt with two religions of Indian origin, namely, Buddhism and Jainism. The Indian religious scene, however, is characterized by not only religions which originated in India but also by religions which entered India from outside India and made their home here. Thus religious life in India has been enlivened throughout its history by the presence of religions of foreign origin on its soil almost from the very time they came into existence. This volume covers (...) three such religions—Zoraoastrianism, Judaism, and Islam. In the case of Zoraostianism, even its very beginnings are intertwined with India, as Zoroastrianism reformed a preexisting religion which had strong links to the Vedic heritage of India. This relationship took on a new dimension when a Zoroastrian community, fearing persecution in Persia after its Arab conquest, sought shelter in western India and ultimately went on to produce India’s pioneering nationalist in the figure of Dadabhai Naoroji ( 1825-1917), also known as the Grand Old Man of India. Jews found refuge in south India after the destruction of the Temple by the Romans in 70 C.E. and have remained a part of the Indian religious scene since then, some even returning to Israel after it was founded in 1948. Islam arrived in Kerala as soon as it was founded and one of the earliest mosques in the history of Islam is found in India. Islam differs from the previously mentioned religions inasmuch as it went on to gain political hegemony over parts of the country for considerable periods of time, which meant that its impact on the religious life of the subcontinent has been greater compared to the other religions. It has also meant that Islam has existed in a religiously plural environment in India for a longer period than elsewhere in the world so that not only has Islam left a mark on India, India has also left its mark on it. Indeed all the three religions covered in this volume share this dual feature, that they have profoundly influenced Indian religious life and have also in turn been profoundly influenced by their presence in India. (shrink)

The polarization of the individual and the community that underlies much of the debate between individualists and communitarians is made possible in part by the literal vanishingof civil society—the domain whose middling terms mediate the stark opposition of state and private sectors and offer women and men a space for activity that is both voluntary and public. Modern democratic ideology and the reality of our political practices sometimesseem to yield only a choice between elephantine and paternalistic government or a radically (...) solipsistic and nearly anarchic private market sector—overnment gargantuanism or private greed. Americans do not much like either one. President Clinton's callfor national service draws us out of our selfishness without kindling any affection for government. Private markets service our avarice without causing us to like ourselves. The question of how America's decentralized and multi-vocal public can secure a coherentvoice in debates over public policy under the conditions precipitated by so hollow and disjunctive a dichotomy is perhaps the most important issue facing both the political theory and social science of democracy and the practice of democratic politics in America today. Two recent stories out of Washington suggest just how grave the situation has become. Health-care reform failed in a paroxysm of mutual recrimination highlighted by the successful campaign of the private sector against a presidential program that seemed to be widely misunderstood. The public at large simply went missing in the debates. (shrink)

Taking a phrase from President Clinton’s successful presidential campaign in 1992, this book could have just as easily been called It’s About Trust, Stupid. In his book, David A Shore, PhD, associate dean and founding director of the Trust Initiative at the Harvard School of Public Health, presents a convincing argument for the importance of trust in healthcare delivery.Shore is equally convincing in arguing that people have a lack of trust in the healthcare system in the United States. To (...) make this point, he cites studies showing that while many continue to trust doctors and nurses, the trust in healthcare delivery itself …. (shrink)

In lieu of an abstract, here is a brief excerpt of the content:Chair’s Perspective on the Work of the Advisory Committee on Human Radiation ExperimentsRuth Faden (bio)On January 15, 1994, President Clinton created the Advisory Committee on Human Radiation Experiments in response to his concern about the increasing number of reports describing alleged unethical conduct of the U.S. Government, and institutions funded by the government, in the use of, or exposure to, ionizing radiation in human beings at the height (...) of the Cold War. He directed the Committee: (1) to uncover the history of human radiation experiments and intentional environmental releases of radiation; (2) to identify the ethical and scientific standards for evaluating these events; and (3) to make recommendations to ensure that whatever wrongdoing may have occurred in the past will not be repeated.The Committee was composed of 14 members: a citizen representative and 13 experts in bioethics, radiation oncology and biology, epidemiology and statistics, public health, history of science and medicine, nuclear medicine, and law. We reported to a cabinet-level group (the Human Radiation Interagency Working Group) convened by the president, which includes the secretaries of defense, energy, health and human services, and veterans affairs; the attorney general; the administrator of the National Aeronautics and Space Administration; the director of the Central Intelligence Agency; and the director of the Office of Management and Budget.On April 21, 1994, at the end of the first day of our first meeting, President Clinton invited us to the White House to personally communicate his commitment to the process we were about to undertake. He urged us to be fair, thorough, and unafraid to shine the light of truth on this hidden and poorly understood aspect of our nation’s past. Our most important task, he said, was to tell the full story to the American public. [End Page 215] At the same time, we were to examine the present, to determine how the conduct of human research today compares with that of the past, and to assess whether, in light of this inquiry, changes need to be made in the policies of the federal government. Eighteen months later, the Committee’s attempt to tell the story of the past and to report on our inquiry into the present was delivered to the president in a 900-page Final Report (ACHRE 1995) and several supplemental volumes.The Committee’s charge was enormous. We were asked to conduct a massive investigation into events that occurred as much as 50 years ago and that involved the highest reaches of the defense establishment and the medical community. This investigation necessitated an examination of the conduct and policies of six federal agencies and countless agents in the private sector, as well as the location and interpretation of hundreds of thousands of documents, many of which were buried in obscure locations or were still classified.In addition, the Committee was instructed to establish standards for judging, in moral terms, the events that it uncovered. This charge necessitated the confrontation of contentious debates in moral thought and theory about history, relativism, and the significance of context in moral judgment. But our purpose was not to engage in these debates in the abstract. Although the Committee was not expressly charged with considering issues relating to remedies, including financial compensation, we felt obliged to address the type of remedies that we believed the government, as an ethical matter, should provide to subjects of experiments where the circumstances warranted such a response. Thus our deliberations about relativism and moral judgment were tied to concrete recommendations for public policy and were conducted in a public context that included participants from numerous adversarial legal proceedings.In tandem with our reconstruction of the past, we undertook three projects to examine the current state of human radiation experiments. First, we studied how each federal agency that currently conducts or funds research involving human subjects regulates and oversees its research activity. Second, from among the very large number of federally-supported research projects involving human subjects, we randomly selected 125 projects for closer scrutiny. We reviewed all available relevant documentation for each project in order to assess how well it appeared to protect the rights and interests of the participating subjects. Third... (shrink)

In lieu of an abstract, here is a brief excerpt of the content:Informed Consent and Clinical ResearchRuth Faden (bio)Informed consent is a powerful symbol of the commitment and impact of the new, interdisciplinary field of biomedical ethics that the Kennedy Institute has been so instrumental in developing. In the early years of biomedical ethics, there was considerable discussion about the nature of the doctor-patient relationship, about how it ought to be structured, and about how competing values within that relationship ought (...) to be accommodated. By the 1970s and 1980s, the answer was for all practical purposes in. Biomedical ethics was engaged in a clearly reformist project, in step with the values of the times, to right a wrongful imbalance of power and control between physicians and patients.The agenda was clear—to establish the moral authority of the patient to participate in medical decision making by placing respect for the autonomy of patients on the moral map of the medical community. The chief strategy that biomedical ethics adopted to accomplish this agenda was, of course, informed consent. Theories of autonomous action as well as informed consent were intentionally crafted to advance this reformist agenda.In this paper, I examine how the theory of informed consent has fared in one particular realm of “the clinic” where, arguably, there has been considerable success. This is the realm of clinical research; research at the bedside where the patient is also the subject.I rely heavily on the work of President Clinton’s Advisory Committee on Human Radiation Experiments, which I chaired. The Advisory Committee was established in response to exposés in the press about alleged secret experiments during World War II and the Cold War in which patients had been injected with plutonium without their apparent knowledge or consent. As part of its work, the Advisory Committee undertook an oral history project in which we interviewed eminent physicians about the norms and practices of human research in the 1940s and 1950s.Drawing on these interviews, I argue here for two seemingly inconsistent conclusions. First, that the ethical standards for clinical research have changed dramatically in the last 50 years—particularly with respect to informed consent. Second, that despite these important changes, the human dynamics of clinical research in many respects remain unchanged.How the World of Clinical Research Has ChangedDuring the forties and fifties, duties to obtain informed consent, whether for treatment or for research, were simply not part of the doctor-patient experience. [End Page 356]As one physician told us:In 1945, ‘50, the doctor... was king or queen. It never occurred to a doctor to ask for consent for anything. Doctors weren’t in the habit of telling the patients anything (either). They were in charge and nobody questioned their authority.(Advisory Committee on Human Radiation Experiments 1996, p. 83)This unquestioned authority extended to all decisions about the management of the patient, including whether patients were to receive experimental therapies or otherwise become the subjects of research or experimentation. Physicians were trained to be concerned with risk, and harm, and benefit, in keeping with the Hippocratic tradition. But in most institutions, the permission to try something new and to take unknown risks came, not from the patient, but from the chairman of the department.In part, this broad license reflected the very newness of scientifically grounded medical practice. In the forties and fifties, many potentially therapeutic interventions were newly discovered and in this sense considered experimental, or at least innovative. The level of uncertainty about whether a treatment would work was generally high, whether the treatment was part of a research project or not. Moreover, the formalizing of medical science at the bedside was itself still in its infancy—it was not until 1948 that the first modern clinical trial in which patients were randomized to different treatment and control groups was reported in the literature. Much of the research of this period was informal and unsystematic.Thus, it is not surprising that the physician’s authority to make treatment decisions extended to treatments that were innovative or experimental, regardless of whether these innovative treatments were the subject of formal scientific investigation. What is perhaps more surprising is that physicians often acted the same way—that... (shrink)

The Tuskegee Syphilis Experiment (TSE) has shaped African Americans’ views of the American health care system, contributing to a reluctance to participate in biomedical research and a suspicion of the medical system. This essay examines public discourses surrounding President Clinton’s attempt to restore African Americans’ trust by apologizing for the TSE. Through a narrative reading, we illustrate the failure of this text as an attempt to reconcile the United States Public Health Service and the African American public. We conclude (...) by noting the limitations of rhetoric when equal prominence is not given to policy proposals in national apologies. (shrink)

In lieu of an abstract, here is a brief excerpt of the content:LettersMaxwell J. Mehlman, Susan R. Massey, Ronald M. Green, and Fred RosnerPhysicians and the Allocation of Scarce ResourcesMadam: We read with interest Dr. Pellegrino's commentary on our article in the December 1994 issue of the Kennedy Institute of Ethics Journal, and commend him for pointing out so well the different ways that law and ethics approach the issue of physician allocation of scarce resources.We wish to make one clarification. (...) Dr. Pellegrino states that we propose that fiduciary duties be abolished. Quite the contrary, our position is that fiduciary obligations are essential to the maintenance of trust—which we believe to be an efficient as well as an ethical element of the patient-provider relationship. If fiduciary duties are undercut, as we pointed out they are by the Oregon Medicaid legislation, then some other method of promoting trust must be established, and, as we point out in the article, it is difficult to identify what that method could be.Maxwell J. MehlmanandSusan R. MasseyThe Law Medicine CenterArter & HaddenCase Western Reserve UniversityCleveland, OHSchool of LawCleveland, OHReport of the Human Embryo Research PanelMadam: In the December 1994 issue of the Kennedy Institute of Ethics Journal, I reported on the controversy surrounding the work of the NIH Human Embryo Research Panel and the conclusions reached in its report, which was formally presented to NIH Director Harold Varmus on September 27, 1994. At that time, the report was to be reviewed by the Advisory Committee to the Director (ACD) until its next meeting in early December. I am writing to update your readers on the fate of the Panel's report.On the morning of December 2, 1994, following a previous afternoon of animated discussion, the ACD unanimously accepted the Report of the Human Embryo Research Panel. Panel members and members of the NIH staff who were present and had worked for nearly a year on the Report were gratified by this vote of confidence and by the strong support of NIH Director Harold Varmus.We had little time to enjoy this success. Within a matter of hours, the White House issued a press release in which President Clinton thanked the committee for its work and then, in a remark overruling one of the key recommendations in our report, stated: "I do not believe that federal funds should be used to support the creation of human embryos for research purposes, and I have directed that NIH not allocate any resources for such research." [End Page 83]As a Panel member and active participant in that day's events, my initial response was one of shock. I was particularly distressed that the President and his advisors chose a moment so late in the process to make their views known. Why had we worked for months, I asked, without a word of concern from the White House? Although Panel members were guided primarily by our perceptions of the ethical and scientific issues involved, some were close to the political realities of Washington and would have introduced these concerns into the Panel's deliberations.Within a matter of days, my own sense of outrage had diminished. First of all, it was clear that whatever the personal sources of the President's objections to the Panel's recommendations, this high level political intervention was inevitable. Less than a month before, on November 8, with the election of a majority House and Senate, the political environment for embryo research had changed dramatically. The previous June, 32 congressmen, most of them members of a minority Republican party, had signed a letter protesting the Panel's work. Now, one of the signers of that letter, Newt Gingrich, was destined to be Speaker of the House.Second, it became clear that the damage was not total. The President has forbidden NIH to support work involving the deliberate creation of embryos for research. Without exception, members of the Panel had come to the conclusion that some development of "research embryos" must be permitted to reduce the risks of new assisted reproductive technologies, to enhance scientific knowledge, and to develop new therapies for a range of serious diseases. All these... (shrink)

November 17 was a grand day in the career of Bill Clinton, the day when he proved that he is a man of firm principle, and that his "vision" -- the term has become a journalistic reflex -- has real substance. "President Emerges As a Tough Fighter," the New York Times announced on the front page the next day. Washington correspondent R.W. Apple wrote that Clinton had now silenced his detractors, who had scorned him for his apparent willingness (...) to back down on everything he claimed to stand for: "Mr. Clinton retreated early on Bosnia, on Haiti, on homosexuals in the military, on important elements of his economic plan [namely, the minuscule stimulative package]; he seemed ready to compromise on all but the most basic elements of his health-care reforms. Critics asked whether he had a bottom line on anything. On NAFTA, he did, and that question won't be asked much for a while.". (shrink)

A growing amount of media is paid for by its consumers through their very consumption of it. Typically, this new media is web-based and paid for by advertising. It includes the services offered by Facebook, Instagram, Snapchat, and YouTube. We offer an ethical assessment of the attention economy, the market where attention is exchanged for new media. We argue that the assessment has ethical implications for how the attention economy should be regulated. To conduct the assessment, we employ two heuristics (...) for evaluating markets. One is the “harm” criterion, which relates to whether the market tends to engender extremely harmful outcomes for individuals or society as a whole. The other is the “agency” criterion, which relates not to the outcomes of the market, but rather, to whether it somehow reflects or has its source in weakened agency. We argue that the attention economy animates concerns with respect to both criteria and that new media should be subject to the same sort of regulation as other harmful, addictive products. (shrink)

Holm (2022) argues that a class of algorithmic fairness measures, that he refers to as the ‘performance parity criteria’, can be understood as applications of John Broome’s Fairness Principle. We argue that the performance parity criteria cannot be read this way. This is because in the relevant context, the Fairness Principle requires the equalization of actual individuals’ individual-level chances of obtaining some good (such as an accurate prediction from a predictive system), but the performance parity criteria do not guarantee any (...) such thing: the measures merely ensure that certain population-level ratios hold. (shrink)

R. Freeman Butts was an American historian and philosopher of education who died in March 2010. This paper will investigate Butts’ various roles and writings and ask the question: why is Butts important to the contemporary generation of teacher educators and teachers? This paper will argue that the breadth of Butts’ work builds connections and is a very positive model for sub-disciplines in education. Firstly, it is critical to examine Butts’ contribution, as Butts provokes teachers to inquire about the ‘context (...) of education,’ rather than simply the ‘how to’ of teaching and the question of classroom management. Additionally, it is significant to for educators to study Butts’ life and works as they embody the essence of service – in his case, as an education diplomat. He started with what former US Secretary of State Hilary Clinton calls ‘the conversation,’ and this led eventually to projects such as the Afghan Project to bring development to Afghanistan in the era of the mid to late twentieth century. Finally, one can argue that Freeman Butts’ life and works provide educators with an interdisciplinary example as Butts’ combined the talents of an historian and an international educator, something that remains sorely needed today. (shrink)

Reason and Value collects 15 new papers by leading contemporary philosophers on themes from the work of Joseph Raz. Raz has made major contributions in a wide range of areas, including jurisprudence, political philosophy, and the theory of practical reason; but all of his work displays a deep engagement with central themes in moral philosophy. The subtlety and power of Raz's reflections on ethical topics make his writings a fertile source for anyone working in this area. Especially significant are his (...) explorations of the connections between practical reason and the theory of value, which constitute a sustained and penetrating treatment of a set of issues at the very center of moral philosophy as it is practiced today. The contributors to the volume acknowledge the importance of Raz's contributions by engaging critically with his positions and offering independent perspectives on the topics that he has addressed. The volume aims both to honour Raz's accomplishments in the area of ethical theorizing, and to contribute to an enhanced appreciation of the significance of his work for the subject. (shrink)

We offer an ethical assessment of the market for data used to generate what are sometimes called “consumer scores” (i.e., numerical expressions that are used to describe or predict people’s dispositions and behavior), and we argue that the assessment has ethical implications on how the market for consumer scoring data should be regulated. To conduct the assessment, we employ two heuristics for evaluating markets. One is the “harm” criterion, which relates to whether the market produces serious harms, either for participants (...) in the market, for third parties, or for society as a whole. The other is the “agency” criterion, which relates to whether participants understand the nature and significance of the exchanges they are making, if they can be guaranteed fair representation, or if there is differential need for the market’s good. We argue that consumer scoring data should be subject to the same sort of regulation as the older FICO credit scores. Although the movement in the 1990s that was aimed at regulating the FICO scores was not aimed at restraining a market per se, we argue that the reforms were underwritten by concerns about the same sorts of problems as those outlined by our heuristics. Therefore, consumer data should be subject to the same sort of regulation. (shrink)

Impermissivists hold that an agent with a given body of evidence has at most one rationally permitted attitude that she should adopt towards any particular proposition. Permissivists deny this, often motivating permissivism by describing scenarios that pump our intuitions that the agent could reasonably take one of several attitudes toward some proposition. We criticize the following impermissivist response: while it seems like any of that range of attitudes is permissible, what is actually required is the single broad attitude that encompasses (...) all of these single attitudes. While this might seem like an easy way to win over permissivists, we argue that this impermissivist response leads to an indefensible epistemology; permissive intuitions are not so easily co-opted. (shrink)

In managers' dynamic, real-world environments, they often feel it is necessary to exercise some creative discretion over employee ratings. Most managers do not describe their ratings of subordinates in performance appraisals as completely honest or accurate. The inaccuracy is often in the form of inflated ratings. They justify the inaccuracy by sighting, among other things, the need to avoid confrontation with subordinates, damaging working relationships, and creating permanent written documents which may later harm a subordinate's career. Many of these motives (...) are not only well intentioned, but are designed to enhance individual, unit, and organizational performance (some of the ultimate objectives of performance appraisal systems.) This paper examines the ethics of this sort of deliberate manipulation of performance appraisal systems. It suggests that at the organizational level, performance appraisal is usually seen as an end in itself, and a formalist ethical critique is applied. At the managerial level, performance appraisal is usually seen as a means to an end, and a utilitarian critique is applied. Since both perspectives are essential, we conclude that a Janus-Headed analysis is needed. We suggest some duties and obligations for both the organization and the manager engaged in performance appraisal. (shrink)

New media (highly interactive digital technology for creating, sharing, and consuming information) affords users a great deal of control over their informational diets. As a result, many users of new media unwittingly encapsulate themselves in epistemic bubbles (epistemic structures, such as highly personalized news feeds, that leave relevant sources of information out (Nguyen forthcoming)). Epistemically paternalistic alterations to new media technologies could be made to pop at least some epistemic bubbles. We examine one such alteration that Facebook has made in (...) an effort to fight fake news and conclude that it is morally permissible. We further argue that many epistemically paternalistic policies can (and should) be a perennial part of the internet information environment. (shrink)

This paper examines the practice of using predictive systems to lengthen the prison sentences of convicted persons when the systems forecast a higher likelihood of re-offense or re-arrest. There has been much critical discussion of technologies used for sentencing, including questions of bias and opacity. However, there hasn’t been a discussion of whether this use of predictive systems makes sense in the first place. We argue that it does not by showing that there is no plausible theory of punishment that (...) supports it. (shrink)

A number of findings in the field of machine learning have given rise to questions about what it means for automated scoring- or decisionmaking systems to be fair. One center of gravity in this discussion is whether such systems ought to satisfy classification parity (which requires parity in accuracy across groups, defined by protected attributes) or calibration (which requires similar predictions to have similar meanings across groups, defined by protected attributes). Central to this discussion are impossibility results, owed to Kleinberg (...) et al. (2016), Chouldechova (2017), and Corbett-Davies et al. (2017), which show that classification parity and calibration are often incompatible. This paper aims to argue that classification parity, calibration, and a newer, interesting measure called counterfactual fairness are unsatisfactory measures of fairness, offer a general diagnosis of the failure of these measures, and sketch an alternative approach to understanding fairness in machine learning. (shrink)

I argue for a new delimitation of what Kant means by ‘cognition [Erkenntnis]’, on the basis of the intermediate, transitional place that Kant gives to cognition in the ‘progression [Stufenleiter]’ of our representations and our consciousness of them. I show how cognition differs from mental acts lying earlier on this progression—such as sensing, intuiting, and perceiving—and also how cognition differs from acts lying later on this progression—such as explaining, having insight, and comprehending. I also argue that cognition should not be (...) confused with ‘knowledge [Wissen]’, insofar as knowledge represents the culmination of a separate orthogonal progression of acts of ‘holding-true’. Along the way, I show how having in focus the specific progression from representation, to consciousness, to cognition allows us to better appreciate the architectonic significance of the progression of Kant’s analysis in the first Critique, and also helps to illuminate the unity of Kant’s account of cognition itself across its variety of forms. (shrink)

Prediction-based decisions, which are often made by utilizing the tools of machine learning, influence nearly all facets of modern life. Ethical concerns about this widespread practice have given rise to the field of fair machine learning and a number of fairness measures, mathematically precise definitions of fairness that purport to determine whether a given prediction-based decision system is fair. Following Reuben Binns (2017), we take ‘fairness’ in this context to be a placeholder for a variety of normative egalitarian considerations. We (...) explore a few fairness measures to suss out their egalitarian roots and evaluate them, both as formalizations of egalitarian ideas and as assertions of what fairness demands of predictive systems. We pay special attention to a recent and popular fairness measure, counterfactual fairness, which holds that a prediction about an individual is fair if it is the same in the actual world and any counterfactual world where the individual belongs to a different demographic group (cf. Kusner et al. (2018)). (shrink)

There has been considerable recent debate about whether Kant's account of intuitions implies that their content is conceptual. This debate, however, has failed to make significant progress because of the absence of discussion, let alone consensus, as to the meaning of ‘content’ in this context. Here I try to move things forward by focusing on the kind of content associated with Frege's notion of ‘sense ’, understood as a mode of presentation of some object or property. I argue, first, that (...) Kant takes intuitions to have a content in this sense, and, secondly, that Kant clearly takes the content of intuitions, so understood, to be distinct in kind from that possessed by concepts. I then show how my account can respond to the most serious objections to previous non-conceptualist interpretations.Send article to KindleTo send this article to your Kindle, first ensure [email protected] is added to your Approved Personal Document E-mail List under your Personal Document Settings on the Manage Your Content and Devices page of your Amazon account. Then enter the ‘name’ part of your Kindle email address below. Find out more about sending to your Kindle. Find out more about sending to your Kindle. Note you can select to send to either the @free.kindle.com or @kindle.com variations. ‘@free.kindle.com’ emails are free but can only be sent to your device when it is connected to wi-fi. ‘@kindle.com’ emails can be delivered even when you are not connected to wi-fi, but note that service fees apply. Find out more about the Kindle Personal Document Service.The Non-Conceptuality of the Content of Intuitions: A New ApproachVolume 18, Issue 1Clinton Tolley DOI: https://doi.org/10.1017/S1369415412000313Your Kindle email address Please provide your Kindle [email protected]@kindle.com Available formats PDF Please select a format to send. By using this service, you agree that you will only keep articles for personal use, and will not openly distribute them via Dropbox, Google Drive or other file sharing services. Please confirm that you accept the terms of use. Cancel Send ×Send article to Dropbox To send this article to your Dropbox account, please select one or more formats and confirm that you agree to abide by our usage policies. If this is the first time you use this feature, you will be asked to authorise Cambridge Core to connect with your account. Find out more about sending content to Dropbox. The Non-Conceptuality of the Content of Intuitions: A New ApproachVolume 18, Issue 1Clinton Tolley DOI: https://doi.org/10.1017/S1369415412000313Available formats PDF Please select a format to send. By using this service, you agree that you will only keep articles for personal use, and will not openly distribute them via Dropbox, Google Drive or other file sharing services. Please confirm that you accept the terms of use. Cancel Send ×Send article to Google Drive To send this article to your Google Drive account, please select one or more formats and confirm that you agree to abide by our usage policies. If this is the first time you use this feature, you will be asked to authorise Cambridge Core to connect with your account. Find out more about sending content to Google Drive. The Non-Conceptuality of the Content of Intuitions: A New ApproachVolume 18, Issue 1Clinton Tolley DOI: https://doi.org/10.1017/S1369415412000313Available formats PDF Please select a format to send. By using this service, you agree that you will only keep articles for personal use, and will not openly distribute them via Dropbox, Google Drive or other file sharing services. Please confirm that you accept the terms of use. Cancel Send ×Export citation. (shrink)

Data-driven, decision-making technologies used in the justice system to inform decisions about bail, parole, and prison sentencing are biased against historically marginalized groups (Angwin, Larson, Mattu, & Kirchner 2016). But these technologies’ judgments—which reproduce patterns of wrongful discrimination embedded in the historical datasets that they are trained on—are well-evidenced. This presents a puzzle: how can we account for the wrong these judgments engender without also indicting morally permissible statistical inferences about persons? I motivate this puzzle and attempt an answer.