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Narayanan, Arvind. The Limits of the Quantitative Approach to Discrimination
2022, James Baldwin Lecture Series

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Added by: Tomasz Zyglewicz, Shannon Brick, Michael Greer

Introduction: Let’s set the stage. In 2016, ProPublica released a ground-breaking investigation called Machine Bias. You’ve probably heard of it. They examined a criminal risk prediction tool that’s used across the country. These are tools that claim to predict the likelihood that a defendant will reoffend if released, and they are used to inform bail and parole decisions.

Comment (from this Blueprint): This is a written transcript of the James Baldwin lecture, delivered by the computer scientist Arvind Narayanan, at Princeton in 2022. Narayanan's prior research has examined algorithmic bias and standards of fairness with respect to algorithmic decision making. Here, he engages critically with his own discipline, suggesting that there are serious limits to the sorts of quantitative methods that computer scientists recruit to investigate the potential biases in their own tools. Narayanan acknowledges that in voicing this critique, he is echoing claims by feminist researchers from fields beyond computer science. However, his own arguments, centered as they are on the details of the quantitative methods he is at home with, home in on exactly why these prior criticisms hold up in a way that seeks to speak more persuasively to Narayanan's own peers in computer science and other quantitative fields.

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Nelson, Julie. Feminism and economics
1995, Journal of Economic Perspectives, 9(2), 131-148.

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Added by: Simon Fokt, Contributed by: Patricia Rich

Introduction: An article in The Chronicle of Higher Education of June 30, 1993, reported, “Two decades after it began redefining debates” in many other disciplines, “feminist thinking seems suddenly to have arrived in economics.” Many economists, of course, did not happen to be in the station when this train arrived, belated as it might be. Many who might have heard rumor of its coming have not yet learned just what arguments are involved or what it promises for the refinement of the profession. The purpose of this essay is to provide a low-cost way of gaining some familiarity.

Comment: This text provides a good overview, as well as an argument regarding how the field of economics reflects masculine values, and how the field could be improved by removing this bias. It makes sense to read the text with students who have some familiarity with economics itself. It should be noted that the field of economics actually has changed in some of the ways the author recommends, since the time of publication, but the article is still relevant and provokes plenty of discussion.

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Ngũgĩ wa Thiong'o. Decolonising the Mind. The Politics of Language in African Literature
1986, London: James Curry, Nairobi: Heineman Kenya, Portsmouth: Heinemann, Harare: Zimbabwe Publishing House

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Added by: Sara Peppe and Björn Freter
Publisher’s Note:
Decolonising the Mind is a collection of essays about language and its constructive role in national culture, history, and identity. The book, which advocates for linguistic decolonization, is one of Ngũgĩ’s best-known and most-cited non-fiction publications, helping to cement him as a pre-eminent voice theorizing the “language debate” in post-colonial studies. Ngũgĩ describes the book as “a summary of some of the issues in which I have been passionately involved for the last twenty years of my practice in fiction, theatre, criticism, and in teaching of literature…” Decolonising the Mind is split into four essays: “The Language of African Literature,” “The Language of African Theatre,” “The Language of African Fiction,” and “The Quest for Relevance.”

Comment (from this Blueprint): The papers in this volume were foundational for the post-colonial debate on African language.

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Nguyen, C. Thi, Strohl, Matthew. Cultural Appropriation and the Intimacy of Groups
2019, Philosophical Studies, 176: 981–1002

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Added by: Quentin Pharr and Clotilde Torregrossa
Abstract:
What could ground normative restrictions concerning cultural appropriation which are not grounded by independent considerations such as property rights or harm? We propose that such restrictions can be grounded by considerations of intimacy. Consider the familiar phenomenon of interpersonal intimacy. Certain aspects of personal life and interpersonal relationships are afforded various protections in virtue of being intimate. We argue that an analogous phenomenon exists at the level of large groups. In many cases, members of a group engage in shared practices that contribute to a sense of common identity, such as wearing certain hair or clothing styles or performing a certain style of music. Participation in such practices can generate relations of group intimacy, which can ground certain prerogatives in much the same way that interpersonal intimacy can. One such prerogative is making what we call an appropriation claim. An appropriation claim is a request from a group member that non-members refrain from appropriating a given element of the group’s culture. Ignoring appropriation claims can constitute a breach of intimacy. But, we argue, just as for the prerogatives of interpersonal intimacy, in many cases there is no prior fact of the matter about whether the appropriation of a given cultural practice constitutes a breach of intimacy. It depends on what the group decides together.

Comment (from this Blueprint): This article presents a thorough discussion of the competing interests surrounding cultural appropriation and one promising explanation of why it amounts to a harm or wrong based on the notion of intimacy - in particular, breaches of group intimacy. Although this explanation is just one of many that might be given, the hope is that readers will find tools for thinking about the previous items from this week's selections and for developing their own views on cultural appropriation.

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Nguyen, C. Thi. Monuments as commitments: How art speaks to groups and how groups think in art
2019, Pacific Philosophical Quarterly 100(4), 971-994

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Added by: Ten-Herng Lai
Abstract:
Art can be addressed, not just to individuals, but to groups. Art can even be part of how groups think to themselves – how they keep a grip on their values over time. I focus on monuments as a case study. Monuments, I claim, can function as a commitment to a group value, for the sake of long-term action guidance. Art can function here where charters and mission statements cannot, precisely because of art's powers to capture subtlety and emotion. In particular, art can serve as the vessel for group emotions, by making emotional content sufficiently public so as to be the object of a group commitment. Art enables groups to guide themselves with values too subtle to be codified.

Comment (from this Blueprint): This paper highlights the role monuments can play as groups attempt to speak to itself to solidify its own commitment. As a form of art, it can publicly reinforce the commitments, especially through carrying the emotions, attitudes that cannot be easily expressed in propositions, towards certain individuals or ideals. The commitments can be something great, evil, or mediocre. Also consider the fact that art engages with our emotions rather than our rational capacity.

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Nicholas, George P., Alison Wylie. ‘Do Not Do Unto Others…’ Cultural Misrecognition and the Harms of Appropriation in an Open-Source World
2012, In Geoffrey Scarre & Robin Coningham (eds.), Appropriating the Past: Philosophical Perspectives on the Practice of Archaeology. Cambridge University Press. pp. 195-221.

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Added by: Erich Hatala Matthes

Abstract: In this chapter we explore two important questions that we believe should be central to any discussion of the ethics and politics of cultural heritage: What are the harms associated with appropriation and commodification, specifically where the heritage of Indigenous peoples is concerned? And how can these harms best be avoided? Archaeological concerns animate this discussion; we are ultimately concerned with fostering postcolonial archaeological practices. But we situate these questions in a broader context, addressing them as they arise in connection with the appropriation of Indigenous cultural heritage, both past and present.

Comment: The text offers a wide-ranging discussion of cultural appropriation, and an interresting focus on commodification, display, and community engagement. A collaboration between a philosopher (Wylie) and an archaeologist (Nicholas), it's a great fit for instructors who are looking for a case-driven text that includes theoretical context. It includes four specific case studies that range over multiple cultural contexts.

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Nochlin, Linda. Women, Art, and Power and Other Essays
1988, Routledge

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Added by: Clotilde Torregrossa, Contributed by: Christy Mag Uidhir

Abstract: Seven landmark essays on women artists and women in art history - brings together the work of almost twenty years of scholarship and speculation.

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Nochlin, Linda. Why Have There Been No Great Women Artists?
1971, ARTnews.

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Added by: Clotilde Torregrossa, Contributed by: Christy Mag Uidhir

Introduction: In the field of art history, the white Western male viewpoint, unconsciously accepted as the viewpoint of the art historian, may - and does - prove to be inadequate not merely on moral and ethical grounds, or because it is elitist, but on purely intellectual ones. In revealing the failure of much academic art history, and a great deal of history in general, to take account of the unacknowledged value system, the very presence of an intruding subject in historical investigation, the feminist critique at the same time lays bare its conceptual smugness, its meta-historical naivete. At a moment when all disciplines are becoming more self-conscious, more aware of the nature of their presuppositions as exhibited in the very languages and structures of the various fields of scholarship, such uncritical acceptance of 'what is' as 'natural' may be intellectually fatal. Just as Mill saw male domination as one of a long series of social injustices that had to be overcome if a truly just social order were to be created, so we may see the unstated domination of white male subjectivity as one in a series of intellectual distortions which must be corrected in order to achieve a more adequate and accurate view of historical situations.

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Nussbaum, Martha. Non-Relative Virtues
2001, in Paul K. Moser, Thomas L. Carson (eds.), Moral Relativism, New York: Oxford University Press.

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Added by: Simon Fokt
Abstract:

Comment: This text provides an interesting commentary to Nicomachean Ethics, offering a discussion of the relation between Aristotle's theoretical framework and particular cultural attitudes.

Nussbaum, Martha. Hiding from Humanity: Disgust, Shame, and the Law
2004, Princeton University Press.

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Back matter: "Should laws about sex and pornography be based on social conventions about what is disgusting? Should felons be required to display bumper stickers or wear T-shirts that announce their crimes? This powerful and elegantly written book, by one of America's most influential philosophers, presents a critique of the role that shame and disgust play in our individual and social lives and, in particular, in the law. Martha Nussbaum argues that we should be wary of these emotions because they are associated in troubling ways with a desire to hide from our humanity, embodying an unrealistic and sometimes pathological wish to be invulnerable. Nussbaum argues that the thought-content of disgust embodies ""magical ideas of contamination, and impossible aspirations to purity that are just not in line with human life as we know it."" She argues that disgust should never be the basis for criminalizing an act, or play either the aggravating or the mitigating role in criminal law it currently does. She writes that we should be similarly suspicious of what she calls ""primitive shame,"" a shame ""at the very fact of human imperfection,"" and she is harshly critical of the role that such shame plays in certain punishments. Drawing on an extraordinarily rich variety of philosophical, psychological, and historical references--from Aristotle and Freud to Nazi ideas about purity--and on legal examples as diverse as the trials of Oscar Wilde and the Martha Stewart insider trading case, this is a major work of legal and moral philosophy".

Comment: Particularly useful for teaching on the non-rational motivators of moral reasoning and justifications of punishment, and on how emotions can be misleading and unreliable as a guide for law and ethics.

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