Over the past fifteen years, a new dimension to the analysis of science has emerged. Feminist theory, combined with the insights of recent developments in the history, philosophy, and sociology of science, has raised a number of new and important questions about the content, practice, and traditional goals of science. Feminists have pointed to a bias in the choice and definition of problems with which scientists have concerned themselves, and in the actual design and interpretation of experiments, and have argued that modern science evolved out of a conceptual structuring of the world that incorporated particular and historically specific ideologies of gender. The seventeen outstanding articles in this volume reflect the diversity and strengths of feminist contributions to current thinking about science.

"... thoughtful critiques of the myriad issues between women and science." -- Belles Lettres "Outstanding collection of essays that raise the fundamental questions of gender in what we have been taught are objective sciences." -- WATERwheel "... all of the articles are well written, informative, and convincing. Admirable editorial work makes this anthology unusually helpful for scholars and students... Highly recommended... " -- Choice Questioning the objectivity of scientific inquiry, this volume addresses the scope of gender bias in science. The contributors examine the ways in which science is affected by and reinforces sexist biases. The essays reveal science to be a cultural institution, structured by the political, social, and economic values of the culture within which it is practiced.

Can science, steeped in Western, masculine, bourgeois endeavors, nevertheless be used for emancipatory ends? In this major contribution to the debate over the role gender plays in the scientific enterprise, Sandra Harding pursues that question, challenging the intellectual and social foundations of scientific thought.Harding provides the first comprehensive and critical survey of the feminist science critiques, and examines inquiries into the androcentricism that has endured since the birth of modern science. Harding critiques three epistemological approaches: feminist empiricism, which identifies only bad science as the problem; the feminist standpoint, which holds that women's social experience provides a unique starting point for discovering masculine bias in science; and feminist postmodernism, which disputes the most basic scientific assumptions. She points out the tensions among these stances and the inadequate concepts that inform their analyses, yet maintains that the critical discourse they foster is vital to the quest for a science informed by emancipatory morals and politics.

Do women do science differently? This is a history of women in science and a frank assessment of the role of gender in shaping scientific knowledge. Londa Schiebinger looks at how women have fared and performed in both instances.

Feminism, Science, and the Philosophy of Science brings together original essays by both feminist and mainstream philosophers of science that examine issues at the intersections of feminism, science, and the philosophy of science. Contributors explore parallels and tensions between feminist approaches to science and other approaches in the philosophy of science and more general science studies. In so doing, they explore notions at the heart of the philosophy of science, including the nature of objectivity, truth, evidence, cognitive agency, scientific method, and the relationship between science and values.

A new way of thinking about data science and data ethics that is informed by the ideas of intersectional feminism. Today, data science is a form of power. It has been used to expose injustice, improve health outcomes, and topple governments. But it has also been used to discriminate, police, and surveil. This potential for good, on the one hand, and harm, on the other, makes it essential to ask: Data science by whom? Data science for whom? Data science with whose interests in mind? The narratives around big data and data science are overwhelmingly white, male, and techno-heroic. In Data Feminism, Catherine D'Ignazio and Lauren Klein present a new way of thinking about data science and data ethics—one that is informed by intersectional feminist thought. Illustrating data feminism in action, D'Ignazio and Klein show how challenges to the male/female binary can help challenge other hierarchical (and empirically wrong) classification systems. They explain how, for example, an understanding of emotion can expand our ideas about effective data visualization, and how the concept of invisible labor can expose the significant human efforts required by our automated systems. And they show why the data never, ever “speak for themselves.” Data Feminism offers strategies for data scientists seeking to learn how feminism can help them work toward justice, and for feminists who want to focus their efforts on the growing field of data science. But Data Feminism is about much more than gender. It is about power, about who has it and who doesn't, and about how those differentials of power can be challenged and changed.

What useful changes has feminism brought to science? Feminists have enjoyed success in their efforts to open many fields to women as participants. But the effects of feminism have not been restricted to altering employment and professional opportunities for women. The essays in this volume explore how feminist theory has had a direct impact on research in the biological and social sciences, in medicine, and in technology, often providing the impetus for fundamentally changing the theoretical underpinnings and practices of such research. In archaeology, evidence of women's hunting activities suggested by spears found in women's graves is no longer dismissed; computer scientists have used feminist epistemologies for rethinking the human-interface problems of our growing reliance on computers. Attention to women's movements often tends to reinforce a presumption that feminism changes institutions through critique-from-without. This volume reveals the potent but not always visible transformations feminism has brought to science, technology, and medicine from within. Contributors: Ruth Schwartz Cowan Linda Marie Fedigan Scott Gilbert Evelynn M. Hammonds Evelyn Fox Keller Pamela E. Mack Michael S. Mahoney Emily Martin Ruth Oldenziel Nelly Oudshoorn Carroll Pursell Karen Rader Alison Wylie