The Future Of Science Is Female

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The Future of Science Is Female

Author : Zara Stone
Publisher : Mango Media Inc.
ISBN 13 : 1642503207
Total Pages : 98 pages
Book Rating : 4.6/5 (425 download)

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Book Synopsis The Future of Science Is Female by : Zara Stone

Download or read book The Future of Science Is Female written by Zara Stone and published by Mango Media Inc.. This book was released on 2020-09-15 with total page 98 pages. Available in PDF, EPUB and Kindle. Book excerpt: “A book that is sure to inspire a new generation of girls in STEM.” —Felicia Day, New York Times-bestselling author of Embrace Your Weird From saving the oceans to improving the rehabilitation and job prospects of people struggling in prison, these badass female scientists and entrepreneurs are changing the world. In The Future of Science is Female, award-winning journalist Zara Stone shares the fascinating, complicated stories of how a diverse group of powerful women got started—from the perspective of those still working it out as they go along. Take twenty-two-year-old Dominique Barnes, a female hero of the oceans. She was worried about all the dolphins and whales killed during shrimp farming, so the marine biologist created a tasty, affordable plant-based shrimp alternative. Then there’s Pree Walia, who invented the Nailbot, a portable printer that prints nail art from a cellphone. And those are just two of the sheroes you will discover in The Future of Science is Female. Learn about the drama, tears, and adventures that everyday women heroes face as they race to fix everything the world has messed up. The Future of Science is Female inspires future female founders of the world to turn their dreams into reality. “Zara Stone will make you want to grab your lab coat and join the women making scientific her-story!” —Kellie Gerardi, author of Not Necessarily Rocket Science

The Future of Science Is Female

Author : Zara Stone
Publisher : Mango
ISBN 13 : 9781642503197
Total Pages : 224 pages
Book Rating : 4.5/5 (31 download)

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Book Synopsis The Future of Science Is Female by : Zara Stone

Download or read book The Future of Science Is Female written by Zara Stone and published by Mango. This book was released on 2020-09-15 with total page 224 pages. Available in PDF, EPUB and Kindle. Book excerpt: This is intended for millennial women, teenage girls, and people who are LGBTQI and non-binary, showcasing an exciting array of entrepreneurial go-getters who challenge the status quo. It will introduce readers to some brilliant minds and destroy the perception that science is best left to boys.

The Future Is Female! 25 Classic Science Fiction Stories by Women, from Pulp Pio neers to Ursula K. Le Guin

Author : Lisa Yaszek
Publisher : Library of America
ISBN 13 : 1598535854
Total Pages : 462 pages
Book Rating : 4.5/5 (985 download)

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Book Synopsis The Future Is Female! 25 Classic Science Fiction Stories by Women, from Pulp Pio neers to Ursula K. Le Guin by : Lisa Yaszek

Download or read book The Future Is Female! 25 Classic Science Fiction Stories by Women, from Pulp Pio neers to Ursula K. Le Guin written by Lisa Yaszek and published by Library of America. This book was released on 2018-10-09 with total page 462 pages. Available in PDF, EPUB and Kindle. Book excerpt: Space-opera heroines, gender-bending aliens, post-apocalyptic pregnancies, changeling children, interplanetary battles of the sexes, and much more: a groundbreaking new collection of classic American science fiction by women from the 1920s to the 1960s SF-expert Lisa Yaszek presents the biggest and best survey of the female tradition in American science fiction ever published, a thrilling collection of twenty-five classic tales. From Pulp Era pioneers to New Wave experimentalists, here are over two dozen brilliant writers ripe for discovery and rediscovery, including Leslie F. Stone, Judith Merril, Leigh Brackett, Kit Reed, Joanna Russ, James Tiptree Jr., and Ursula K. Le Guin. Imagining strange worlds and unexpected futures, looking into and beyond new technologies and scientific discoveries, in utopian fantasies and tales of cosmic horror, these women created and shaped speculative fiction as surely as their male counterparts. Their provocative, mind-blowing stories combine to form a thrilling multidimensional voyage of literary-feminist exploration and recovery. CONTENTS Introduction by LISA YASZEK CLARE WINGER HARRIS The Miracle of the Lily (1928) LESLIE F. STONE The Conquest of Gola (1931) C. L. MOORE The Black God’s Kiss (1934) LESLIE PERRI Space Episode (1941) JUDITH MERRIL That Only a Mother (1948) WILMAR H. SHIRAS In Hiding (1948) KATHERINE MACLEAN Contagion (1950) MARGARET ST. CLAIR The Inhabited Men (1951) ZENNA HENDERSON Ararat (1952) ANDREW NORTH All Cats Are Gray (1953) ALICE ELEANOR JONES Created He Them (1955) MILDRED CLINGERMAN Mr. Sakrison’s Halt (1956) LEIGH BRACKETT All the Colors of the Rainbow (1957) CAROL EMSHWILLER Pelt (1958) ROSEL GEORGE BROWN Car Pool (1959) ELISABETH MANN BORGESE For Sale, Reasonable (1959) DORIS PITKIN BUCK Birth of a Gardner (1961) ALICE GLASER The Tunnel Ahead (1961) KIT REED The New You (1962) JOHN JAY WELLS & MARION ZIMMER BRADLEY Another Rib (1963) SONYA DORMAN When I Was Miss Dow (1966) KATE WILHELM Baby, You Were Great (1967) JOANNA RUSS The Barbarian (1968) JAMES TIPTREE JR. The Last Flight of Dr. Ain (1969) URSULA K. LE GUIN Nine Lives (1969)

The Future Is Female! Volume Two, The 1970s: More Classic Science Fiction Storie s by Women

Author : Lisa Yaszek
Publisher : Library of America
ISBN 13 : 159853758X
Total Pages : 418 pages
Book Rating : 4.5/5 (985 download)

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Book Synopsis The Future Is Female! Volume Two, The 1970s: More Classic Science Fiction Storie s by Women by : Lisa Yaszek

Download or read book The Future Is Female! Volume Two, The 1970s: More Classic Science Fiction Storie s by Women written by Lisa Yaszek and published by Library of America. This book was released on 2022-10-11 with total page 418 pages. Available in PDF, EPUB and Kindle. Book excerpt: Go back to The Future Is Female in this all new collection of wildly entertaining stories by the trailblazing feminist writers who transformed American science fiction in the 1970s In the 1970s, feminist authors created a new mode of science fiction in defiance of the “baboon patriarchy”—Ursula Le Guin’s words—that had long dominated the genre, imagining futures that are still visionary. In this sequel to her groundbreaking 2018 anthology The Future is Female!: 25 Classic Science Fiction Stories by Women from Pulp Pioneers to Ursula K. Le Guin, SF-expert Lisa Yaszek offers a time machine back to the decade when far-sighted rebels changed science fiction forever with stories that made female community, agency, and sexuality central to the American future. Here are twenty-three wild, witty, and wonderful classics that dramatize the liberating energies of the 1970s: Sonya Dorman, “Bitching It” (1971) Kate Wilhelm, “The Funeral” (1972) Joanna Russ, “When It Changed” (1972) NEBULA AWARD Miriam Allen deFord, “A Way Out”(1973) Vonda N. McIntyre, “Of Mist, and Grass, and Sand” (1973) NEBULA James Tiptree, Jr., “The Girl Who Was Plugged In” (1973) HUGO AWARD Kathleen Sky, “Lament of the Keeku Bird” (1973) Ursula K. Le Guin, “The Day Before the Revolution” (1974) NEBULA & LOCUS AWARD Eleanor Arnason, “The Warlord of Saturn’s Moons” (1974) Kathleen M. Sidney, “The Anthropologist” (1975) Marta Randall, “A Scarab in the City of Time” (1975) Elinor Busby, “A Time to Kill” (1977) Raccoona Sheldon, “The Screwfly Solution” (1977) NEBULA AWARD Pamela Sargent, “If Ever I Should Leave You” (1974) Joan D. Vinge, “View from a Height” (1978) M. Lucie Chin, “The Best Is Yet to Be” (1978) Lisa Tuttle, “Wives” (1979) Connie Willis, “Daisy, In the Sun” (1979)

The Future of Tech Is Female

Author : Douglas M. Branson
Publisher : NYU Press
ISBN 13 : 1479806048
Total Pages : 313 pages
Book Rating : 4.4/5 (798 download)

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Book Synopsis The Future of Tech Is Female by : Douglas M. Branson

Download or read book The Future of Tech Is Female written by Douglas M. Branson and published by NYU Press. This book was released on 2020-11-03 with total page 313 pages. Available in PDF, EPUB and Kindle. Book excerpt: An accessible and timely guide to increasing female presence and leadership in tech companies Tech giants like Apple and Google are among the fastest growing companies in the world, leading innovations in design and development. The industry continues to see rapid growth, employing millions of people: in the US it is at the epicenter of the American economy. So why is it that only 5% of senior executives in the tech industry are female? Underrepresentation of women on boards of directors, in the C-suite, and as senior managers remains pervasive in this industry. As tech companies are plagued with high-profile claims of harassment and discrimination, and salary discrepancies for comparable work, one asks what prevents women from reaching management roles, and, more importantly, what can be done to fix it? The Future of Tech is Female considers the paradoxes involved in women’s ascent to leadership roles, suggesting industry-wide solutions to combat gender inequality. Drawing upon 15 years of experience in the field, Douglas M. Branson traces the history of women in the information technology industry in order to identify solutions for the issues facing women today. Branson explores a variety of solutions such as mandatory quota laws for female employment, pledge programs, and limitations on the H1-B VISA program, and grapples with the challenges facing women in IT from a range of perspectives. Branson unpacks the plethora of reasons women should hold leadership roles, both in and out of this industry, concluding with a call to reform attitudes toward women in one particular IT branch, the video and computer gaming field, a gateway to many STEM futures. An invaluable resource for anyone invested in gender equality in corporate governance, The Future of Tech is Female lays out the first steps toward a more diverse future for women in tech leadership

Cracking the code

Author : UNESCO
Publisher : UNESCO Publishing
ISBN 13 : 9231002333
Total Pages : 82 pages
Book Rating : 4.2/5 (31 download)

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Book Synopsis Cracking the code by : UNESCO

Download or read book Cracking the code written by UNESCO and published by UNESCO Publishing. This book was released on 2017-09-04 with total page 82 pages. Available in PDF, EPUB and Kindle. Book excerpt: This report aims to 'crack the code' by deciphering the factors that hinder and facilitate girls' and women's participation, achievement and continuation in science, technology, engineering and mathematics (STEM) education and, in particular, what the education sector can do to promote girls' and women's interest in and engagement with STEM education and ultimately STEM careers.

Goldilocks

Author : Laura Lam
Publisher : Orbit
ISBN 13 : 0316462896
Total Pages : 306 pages
Book Rating : 4.3/5 (164 download)

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Book Synopsis Goldilocks by : Laura Lam

Download or read book Goldilocks written by Laura Lam and published by Orbit. This book was released on 2020-05-05 with total page 306 pages. Available in PDF, EPUB and Kindle. Book excerpt: A gripping science fiction thriller where five women task themselves with ensuring the survival of the human race—if you mixed ". . .The Martian and The Handmaid's Tale, this sci-fi novel would be the incredible result" (Book Riot). “Best of 2020” –Library Journal “Best of 2020” –Kirkus “Best of 2020 – runner up” –Polygon “Our favorite books of 2020” –GeekDad Despite increasing restrictions on the freedoms of women on Earth, Valerie Black is spearheading the first all-female mission to a planet in the Goldilocks Zone, where conditions are just right for human habitation. It's humanity's last hope for survival, and Naomi, Valerie's surrogate daughter and the ship's botanist, has been waiting her whole life for an opportunity like this - to step out of Valerie's shadow and really make a difference. But when things start going wrong on the ship, Naomi begins to suspect that someone on board is concealing a terrible secret - and realizes time for life on Earth may be running out faster than they feared . . . "Goldilocks is a thrilling, character-driven space opera", perfect for readers of The Martian, The Power, and Station Eleven (Shelf Awareness).

The Hysteric's Guide to the Future Female Subject

Author : Juliet Flower MacCannell
Publisher : U of Minnesota Press
ISBN 13 : 9780816632954
Total Pages : 380 pages
Book Rating : 4.6/5 (329 download)

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Book Synopsis The Hysteric's Guide to the Future Female Subject by : Juliet Flower MacCannell

Download or read book The Hysteric's Guide to the Future Female Subject written by Juliet Flower MacCannell and published by U of Minnesota Press. This book was released on 2000 with total page 380 pages. Available in PDF, EPUB and Kindle. Book excerpt: How can a girl become a woman today without being either a victim or a manipulator? Reflecting on this question, MacCannell takes us for the first time beyond the flawed models for becoming a woman left to us by Freud and Sade.

Who Will Do the Science of the Future?

Author : National Research Council
Publisher : National Academies Press
ISBN 13 : 0309071852
Total Pages : 103 pages
Book Rating : 4.3/5 (9 download)

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Book Synopsis Who Will Do the Science of the Future? by : National Research Council

Download or read book Who Will Do the Science of the Future? written by National Research Council and published by National Academies Press. This book was released on 2001-01-11 with total page 103 pages. Available in PDF, EPUB and Kindle. Book excerpt: Who Will Do the Science of the Future? is the summary of a symposium on careers of women in science. The symposium incorporated three panels of presenters: one focusing on the next generation, Science for All Students; a second that looks in depth at the issues reflected in one particular field of science, computer science, reflecting an in-depth view of academic and industrial computer scientists; and a third that focuses on strategies and policies to recruit, retain, and promote career advancement for women scientists. Lastly, there was a plenary address on how to ensure women continue to advance into positions of leadership in science.

Hybrid Child

Author : Mariko Ohara
Publisher : U of Minnesota Press
ISBN 13 : 1452957185
Total Pages : 453 pages
Book Rating : 4.4/5 (529 download)

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Book Synopsis Hybrid Child by : Mariko Ohara

Download or read book Hybrid Child written by Mariko Ohara and published by U of Minnesota Press. This book was released on 2018-06-15 with total page 453 pages. Available in PDF, EPUB and Kindle. Book excerpt: A classic of Japanese speculative fiction that blurs the line between consumption and creation when a cyborg assumes the form and spirit of a murdered child Until he escaped, he had been called “Sample B #3,” but he had never liked this name. That would surprise them—that he could feel one way or another about it. He was designed to reshape himself based on whatever life forms he ingested; he was not made to think, and certainly not to assume the shape of a repair technician whose cells he had sampled and then simply walk out of the secure compound. Artificial Intelligence is all too real in this classic of Japanese science fiction by Mariko Ōhara. Jonah, a child murdered by her mother, has become the spirit of an AI-controlled house where the rogue cyborg once known as Sample B #3 takes refuge and, making a meal of the dead girl buried under the house, takes Jonah’s form. On faraway Planet Caritas, an outpost of human civilization, the female AI system that governs society has become insane. Meanwhile, the threat of the Adiaptron Empire, the machine race that #3 was built to fight, remains. With the familiar strangeness of a fairy tale, Ōhara’s novel traverses the mysterious distance between body and mind, between the mechanics of life and the ghost in the machine, between the infinitesimal and infinity. The child as mother, the mother as monster, the monster as hero: this shape-shifting story of nourishment, nurture, and parturition is a rare feminist work of speculative fiction and received the prestigious Seiun (Nebula) Award in 1991. Hybrid Child is the first English translation of a major work of science fiction by a female Japanese author.

Blueprint for the Future

Author : National Research Council
Publisher : National Academies Press
ISBN 13 : 0309225191
Total Pages : 126 pages
Book Rating : 4.3/5 (92 download)

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Book Synopsis Blueprint for the Future by : National Research Council

Download or read book Blueprint for the Future written by National Research Council and published by National Academies Press. This book was released on 2012-11-02 with total page 126 pages. Available in PDF, EPUB and Kindle. Book excerpt: The scientific work of women is often viewed through a national or regional lens, but given the growing worldwide connectivity of most, if not all, scientific disciplines, there needs to be recognition of how different social, political, and economic mechanisms impact women's participation in the global scientific enterprise. Although these complex sociocultural factors often operate in different ways in various countries and regions, studies within and across nations consistently show inverse correlations between levels in the scientific and technical career hierarchy and the number of women in science: the higher the positions, the fewer the number of women. Understanding these complex patterns requires interdisciplinary and international approaches. In April 2011, a committee overseen by the National Academies' standing Committee on Women in Science, Engineering, and Medicine (CWSEM) convened a workshop entitled, "Blueprint for the Future: Framing the Issues of Women in Science in a Global Context" in Washington, D.C. CWSEM's goals are to coordinate, monitor, and advocate action to increase the participation of women in science, engineering, and medicine. The scope of the workshop was limited to women's participation in three scientific disciplines: chemistry, computer science, mathematics, and statistics. The workshop presentations came from a group of scholars and professionals who have been working for several years on documenting, analyzing, and interpreting the status of women in selected technical fields around the world. Examination of the three disciplines-chemistry, computer science, and mathematics and statistics-can be considered a first foray into collecting and analyzing information that can be replicated in other fields. The complexity of studying science internationally cannot be underestimated, and the presentations demonstrate some of the evidentiary and epistemological challenges that scholars and professionals face in collecting and analyzing data from many different countries and regions. Blueprint for the Future: Framing the Issues of Women in Science in a Global Context summarizes the workshop presentations, which provided an opportunity for dialogue about the issues that the authors have been pursuing in their work to date.

Athena Unbound

Author : Henry Etzkowitz
Publisher : Cambridge University Press
ISBN 13 : 9780521787383
Total Pages : 296 pages
Book Rating : 4.7/5 (873 download)

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Book Synopsis Athena Unbound by : Henry Etzkowitz

Download or read book Athena Unbound written by Henry Etzkowitz and published by Cambridge University Press. This book was released on 2000-10-19 with total page 296 pages. Available in PDF, EPUB and Kindle. Book excerpt: Why are there so few women scientists? Persisting differences between women s and men's experiences in science make this question as relevant today as it ever was. This book sets out to answer this question, and to propose solutions for the future. Based on extensive research, it emphasizes that science is an intensely social activity. Despite the scientific ethos of universalism and inclusion, scientists and their institutions are not immune to the prejudices of society as a whole. By presenting women s experiences at all key career stages - from childhood to retirement - the authors reveal the hidden barriers, subtle exclusions and unwritten rules of the scientific workplace, and the effects, both professional and personal, that these have on the female scientist. This important book should be read by all scientists - both male and female - and sociologists, as well as women thinking of embarking on a scientific career.

Is the Future Female?

Author : Lynne Segal
Publisher : Virago Press
ISBN 13 : 9781853820908
Total Pages : 272 pages
Book Rating : 4.8/5 (29 download)

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Book Synopsis Is the Future Female? by : Lynne Segal

Download or read book Is the Future Female? written by Lynne Segal and published by Virago Press. This book was released on 1994 with total page 272 pages. Available in PDF, EPUB and Kindle. Book excerpt: The author challenges many feminist orthodoxies - on female sexuality, pornography, war and peace, psychanalysis and sociobiology. She argues against the exponents - such as Mary Daly, Andrea Dworkin and Dale Spender - of apocalyptic feminism, which says that men wield power over women through terror, greed and violence and that only women, because of their essentially greater humanity can save the world from social, ecological and nuclear disaster. Segal urges that to base the politics of feminism on innate and essential differences between men and women is mistaken, dangerous, and basically a counsel of despair, since its logical conclusion is that nothing can change. Things emphatically have changed for women, she asserts, and we must build on these changes, combining autonomy with alliances to alter power relations and forge a new future for both women and men.

Women Changing Science

Author : Mary Morse
Publisher :
ISBN 13 : 0738206156
Total Pages : 310 pages
Book Rating : 4.7/5 (382 download)

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Book Synopsis Women Changing Science by : Mary Morse

Download or read book Women Changing Science written by Mary Morse and published by . This book was released on 2001-10-19 with total page 310 pages. Available in PDF, EPUB and Kindle. Book excerpt: Women Changing Science: Voices from a Field in Transition explores the experiences of today's women in the natural and physical sciences. In interviews with women at all stages of their scientific careers, Ms. Mary Morse, a frequent contributor to Utne Reader magazine and a community activist, unearths a picture of science that rarely sees print: a field in upheaval, with female and male scientists doing their best to survive in rapidly shifting social and professional climates. Read the honest appraisals of the extraordinary women who are determined to define a new scientific culture. Step into a woman-owned engineering firm where employees are encouraged to bring their infants to work. Hear why a young female physician would jettison the entire residency process to foster safer, saner, and more effective medical training. Learn how a group of established women scientists and science policy makers succeeded, and about their predictions for women's impact on the field. The author and her subjects present meaningful solutions to the current dilemmas faced by scientists, including ways to redesign the scientific culture and workplace to foster success for women, men, and the scientific enterprise. Bound to spark a dialogue about how women will shape the future of western science, this book is eye-opening reading for anyone with an interest in the field. In an era when women are being encouraged to enter the sciences as never before, Women Changing Science sounds a warning to science students, science teachers, parents, legislators, health science educators, business people, and university administrators.

Promising Practices for Addressing the Underrepresentation of Women in Science, Engineering, and Medicine

Author : National Academies of Sciences, Engineering, and Medicine
Publisher : National Academies Press
ISBN 13 : 0309498244
Total Pages : 235 pages
Book Rating : 4.3/5 (94 download)

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Book Synopsis Promising Practices for Addressing the Underrepresentation of Women in Science, Engineering, and Medicine by : National Academies of Sciences, Engineering, and Medicine

Download or read book Promising Practices for Addressing the Underrepresentation of Women in Science, Engineering, and Medicine written by National Academies of Sciences, Engineering, and Medicine and published by National Academies Press. This book was released on 2020-04-19 with total page 235 pages. Available in PDF, EPUB and Kindle. Book excerpt: Careers in science, engineering, and medicine offer opportunities to advance knowledge, contribute to the well-being of communities, and support the security, prosperity, and health of the United States. But many women do not pursue or persist in these careers, or advance to leadership positions - not because they lack the talent or aspirations, but because they face barriers, including: implicit and explicit bias; sexual harassment; unequal access to funding and resources; pay inequity; higher teaching and advising loads; and fewer speaking invitations, among others. There are consequences from this underrepresentation of women for the nation as well: a labor shortage in many science, engineering, and medical professions that cannot be filled unless institutions and organizations recruit from a broad and diverse talent pool; lost opportunities for innovation and economic gain; and lost talent as a result of discrimination, unconscious bias, and sexual harassment. Promising Practices for Addressing the Underrepresentation of Women in Science, Engineering, and Medicine reviews and synthesizes existing research on policies, practices, programs, and other interventions for improving the recruitment, retention, and sustained advancement into leadership roles of women in these disciplines. This report makes actionable recommendations to leverage change and drive swift, coordinated improvements to the systems of education, research, and employment in order to improve both the representation and leadership of women.

Exploring the Biological Contributions to Human Health

Author : Institute of Medicine
Publisher : National Academies Press
ISBN 13 : 9780309132978
Total Pages : 288 pages
Book Rating : 4.1/5 (329 download)

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Book Synopsis Exploring the Biological Contributions to Human Health by : Institute of Medicine

Download or read book Exploring the Biological Contributions to Human Health written by Institute of Medicine and published by National Academies Press. This book was released on 2001-07-02 with total page 288 pages. Available in PDF, EPUB and Kindle. Book excerpt: It's obvious why only men develop prostate cancer and why only women get ovarian cancer. But it is not obvious why women are more likely to recover language ability after a stroke than men or why women are more apt to develop autoimmune diseases such as lupus. Sex differences in health throughout the lifespan have been documented. Exploring the Biological Contributions to Human Health begins to snap the pieces of the puzzle into place so that this knowledge can be used to improve health for both sexes. From behavior and cognition to metabolism and response to chemicals and infectious organisms, this book explores the health impact of sex (being male or female, according to reproductive organs and chromosomes) and gender (one's sense of self as male or female in society). Exploring the Biological Contributions to Human Health discusses basic biochemical differences in the cells of males and females and health variability between the sexes from conception throughout life. The book identifies key research needs and opportunities and addresses barriers to research. Exploring the Biological Contributions to Human Health will be important to health policy makers, basic, applied, and clinical researchers, educators, providers, and journalists-while being very accessible to interested lay readers.

Data Feminism

Author : Catherine D'Ignazio
Publisher : MIT Press
ISBN 13 : 026254718X
Total Pages : 328 pages
Book Rating : 4.2/5 (625 download)

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Book Synopsis Data Feminism by : Catherine D'Ignazio

Download or read book Data Feminism written by Catherine D'Ignazio and published by MIT Press. This book was released on 2023-10-03 with total page 328 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.