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Since 1986, the British government, faced with dwindling budgets and growing calls for public accountability, has sought to assess the value of scholarly work in the nation’s universities. Administrators have periodically evaluated the research of most full-time academics employed in British universities, seeking to distribute increasingly scarce funding to those who use it best. How do such attempts to quantify the worth of knowledge change the nature of scholarship? Juan Pablo Pardo-Guerra examines the effects of quantitative research evaluations on British social scientists, arguing that the mission to measure academic excellence resulted in less diversity and more disciplinary conformity. Combining interviews and original computational analyses, The Quantified Scholar provides a compelling account of how scores, metrics, and standardized research evaluations altered the incentives of scientists and administrators by rewarding forms of scholarship that were closer to established disciplinary canons. In doing so, research evaluations amplified publication hierarchies and long-standing forms of academic prestige to the detriment of diversity. Slowly but surely, they reshaped academic departments, the interests of scholars, the organization of disciplines, and the employment conditions of researchers. Critiquing the effects of quantification on the workplace, this book also presents alternatives to existing forms of evaluation, calling for new forms of vocational solidarity that can challenge entrenched inequality in academia.
After a remarkable career in higher education, Sidonie Smith offers Manifesto for the Humanities as a reflective contribution to the current academic conversation over the place of the Humanities in the 21st century. Her focus is on doctoral education and opportunities she sees for its reform. Grounding this manifesto in background factors contributing to current “crises” in the humanities, Smith advocates for a 21st century doctoral education responsive to the changing ecology of humanistic scholarship and teaching. She elaborates a more expansive conceptualization of coursework and dissertation, a more robust, engaged public humanities, and a more diverse, collaborative, and networked sociality.
Written by an impressive group of international scholars, this collection's ten essays explore key issues and forms of design, from ancient life ideals to the new media, displaying how creative design always revolves around the soma, the living, sentient body.
This book includes selecting the articles accepted for presentation and discussion at WCQR2023, held from January 25 to 27, 2023 (face to face and virtual conference). The World Conference on Qualitative Research (WCQR) is an annual event that aims to bring together researchers, academics and professionals, promoting the sharing and discussing knowledge, new perspectives, experiences and innovations in qualitative research. WCQR2023 featured four main application fields (education, health, social sciences and engineering/technology) and seven main subjects: rationale and paradigms of qualitative research; systematization of approaches with qualitative studies; qualitative and mixed methods research; data analysis types; innovative processes of qualitative data analysis; qualitative research in web context; and qualitative analysis with software support. The book is valuable for everyone interested in qualitative research, emphasizing Computer-Assisted Qualitative Data Analysis Software (CAQDAS).
Qualitative Inquiry in Transition—Pasts, Presents, & Futures: A Critical Reader gathers more than 30 internationally renowned scholars in qualitative inquiry to present provocative interventions into the politics of research, philosophy of inquiry, justice matters, and writing practices. Drawn from a decade of cutting-edge plenary volumes emanating from the annual International Congress of Qualitative Inquiry, these contributors and their chapters represent the leading edge of scholarship that has pushed the field forward over the last decade. Topics discussed include the research marketplace, data entanglements, the neoliberal university, Indigenous methodologies, slow research, performative ethics, intersectionality, civically engaged research, post-qualitative inquiry and the new materialisms, collaborative research, poetic inquiry, academic writing, and the future of the field. These and other topics comprise a moving—rather than static—center to the field, one that moves across contexts and ontologies, moves between agreement and disagreement, forges new collaborations, and informs new inter- and trans-disciplinary approaches to research. Qualitative Inquiry in Transition—Pasts, Presents, & Futures: A Critical Reader will be required reading for those seeking to understand where the field of qualitative inquiry has been and will look to go in the years to come.
Students and the public routinely consult various published college rankings to assess the quality of colleges and universities and easily compare different schools. However, many institutions have responded to the rankings in ways that benefit neither the schools nor their students. In Engines of Anxiety, sociologists Wendy Espeland and Michael Sauder delve deep into the mechanisms of law school rankings, which have become a top priority within legal education. Based on a wealth of observational data and over 200 in-depth interviews with law students, university deans, and other administrators, they show how the scramble for high rankings has affected the missions and practices of many law schools. Engines of Anxiety tracks how rankings, such as those published annually by the U.S. News & World Report, permeate every aspect of legal education, beginning with the admissions process. The authors find that prospective law students not only rely heavily on such rankings to evaluate school quality, but also internalize rankings as expressions of their own abilities and flaws. For example, they often view rejections from “first-tier” schools as a sign of personal failure. The rankings also affect the decisions of admissions officers, who try to balance admitting diverse classes with preserving the school’s ranking, which is dependent on factors such as the median LSAT score of the entering class. Espeland and Sauder find that law schools face pressure to admit applicants with high test scores over lower-scoring candidates who possess other favorable credentials. Engines of Anxiety also reveals how rankings have influenced law schools’ career service departments. Because graduates’ job placements play a major role in the rankings, many institutions have shifted their career-services resources toward tracking placements, and away from counseling and network-building. In turn, law firms regularly use school rankings to recruit and screen job candidates, perpetuating a cycle in which highly ranked schools enjoy increasing prestige. As a result, the rankings create and reinforce a rigid hierarchy that penalizes lower-tier schools that do not conform to the restrictive standards used in the rankings. The authors show that as law schools compete to improve their rankings, their programs become more homogenized and less accessible to non-traditional students. The ranking system is considered a valuable resource for learning about more than 200 law schools. Yet, Engines of Anxiety shows that the drive to increase a school’s rankings has negative consequences for students, educators, and administrators and has implications for all educational programs that are quantified in similar ways.
This book explains the complete loop to effectively use self-tracking data for machine learning. While it focuses on self-tracking data, the techniques explained are also applicable to sensory data in general, making it useful for a wider audience. Discussing concepts drawn from from state-of-the-art scientific literature, it illustrates the approaches using a case study of a rich self-tracking data set. Self-tracking has become part of the modern lifestyle, and the amount of data generated by these devices is so overwhelming that it is difficult to obtain useful insights from it. Luckily, in the domain of artificial intelligence there are techniques that can help out: machine-learning approaches allow this type of data to be analyzed. While there are ample books that explain machine-learning techniques, self-tracking data comes with its own difficulties that require dedicated techniques such as learning over time and across users.
The Routledge International Handbook of Valuation and Society builds on the growing research interest in practices of valuation throughout contemporary society, providing an up-to-date overview of the different facets of research in the sociology of valuation. The handbook is divided into five major sections with attention to the treatment of valuation in major areas of sociological theory, as well as its key concepts, discourses, and approaches: Part I: Theoretical perspectives Part II: Central valuation practices in societal spheres Part III: Cross-cutting valuation practices Part IV: Valuation and societal change Part V: Reflections Together, the chapters in this book characterize distinctive practices of valuation across different societal spheres, such as education and science, arts and culture, economic life, the environment or digital culture and social media. They also examine the role of valuation in contemporary society and consider the ways it effects social change. This seminal handbook aims at taking stock of the development of the study of valuation with a selection of topics that are important for understanding core perspectives and developments as well as anticipating its future orientation. It will appeal to scholars across the social sciences with interest in the ubiquity of the valuation practices and its effects on social life.
How surveillance perpetuates long-standing injustices woven into the fabric of higher education. Higher education increasingly relies on digital surveillance in the United States. Administrators, consulting firms, and education technology vendors are celebrating digital tools as a means of ushering in the age of "smart universities." By digitally monitoring and managing campus life, institutions can supposedly run their services more efficiently, strengthen the quality of higher education, and better prepare students for future roles in the digital economy. Yet in practice, these initiatives often perpetuate austerity, structural racism, and privatization at public universities under the guise of solving higher education's most intractable problems. In Smart University, Lindsay Weinberg evaluates how this latest era of tech solutions and systems in our schools impacts students' abilities to access opportunities and exercise autonomy on their campuses. Using historical and textual analysis of administrative discourses, university policies, conference proceedings, grant solicitations, news reports, tech industry marketing materials, and product demonstrations, Weinberg argues that these more recent transformations are best understood as part of a longer history of universities supporting the development of technologies that reproduce racial and economic injustice on their campuses and in their communities. Aimed at anyone concerned with the future of surveillance on higher education, Smart University empowers readers with the knowledge, tools, and frameworks for contesting and reimagining the role of digital technology on university campuses.