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Emerging Trends in Learning Analytics

Leveraging the Power of Education Data

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Edited by Myint Swe Khine

The term 'learning analytics' is defined as the measurement, collection, analysis, and reporting of information about learners and their contexts for the purposes of understanding and optimizing learning. In recent years learning analytics has emerged as a promising area of research that trails the digital footprint of the learners and extracts useful knowledge from educational databases to understand students’ progress and success. With the availability of an increased amount of data, potential benefits of learning analytics can be far-reaching to all stakeholders in education including students, teachers, leaders, and policymakers. Educators firmly believe that, if properly harnessed, learning analytics will be an indispensable tool to enhance the teaching-learning process, narrow the achievement gap, and improve the quality of education.

Many investigations have been carried out and disseminated in the literature and studies related to learning analytics are growing exponentially. This book documents recent attempts to conduct systematic, prodigious and multidisciplinary research in learning analytics and present their findings and identify areas for further research and development. The book also unveils the distinguished and exemplary works by educators and researchers in the field highlighting the current trends, privacy and ethical issues, creative and unique approaches, innovative methods, frameworks, and theoretical and practical aspects of learning analytics.

Contributors are: Arif Altun, Alexander Amigud, Dongwook An, Mirella Atherton, Robert Carpenter, Martin Ebner, John Fritz, Yoshiko Goda, Yasemin Gulbahar, Junko Handa, Dirk Ifenthaler, Yumi Ishige, Il-Hyun Jo, Kosuke Kaneko, Selcan Kilis, Mehmet Kokoç, Shin'ichi Konomi, Philipp Leitner, ChengLu Li, Min Liu, Karin Maier, Misato Oi, Fumiya Okubo, Xin Pan, Zilong Pan, Daniel Schön, Clara Schumacher, Yi Shi, Atsushi Shimada, Yuta Taniguchi, Masanori Yamada, and Wenting Zou.
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Three Approaches to Qualitative Research through the ARtS

Narratives of Teaching for Social Justice and Community

Seungho Moon

This book incorporates art-based, partnership-oriented inquiry into social justice discourses and advances qualitative research strategies through the medium of three theoretical frameworks: phenomenology, critical ethnographic research, and poststructuralist theories. Maxine Greene's aesthetic theories motivated to create the ARtS initiative and the author explores the possibility of enhancing children’s understanding of active citizenship and community. It illustrates narratives from children in an urban context while they developed a sense of constructive community and active citizenship in an afterschool program called the ARtS (aesthetic, reflexive thoughts, & sharing) initiative.

As a qualitative methodology text, Three Approaches to Qualitative Research through the ARtS explicates theoretical tenets and research strategies in art-based research. This book shows three examples of how to connect a theoretical framework with the analysis of ethnographic data. A nexus between theory and practice enables researchers and practitioners to understand the value of aesthetic-inspired programs to foster democratic citizenship and to advance equity issues. Social justice-oriented teacher educators, qualitative researchers, and artists will explore and learn how the ARtS initiative recognizes the power of art and multiple research methodologies in imagining and representing a community differently and advancing social justice in a challenging time.
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Turn to Film

Film in the Business School

Edited by Hugo Letiche and Jean-Luc Moriceau

Turn to Film: Film in the Business School offers creative and powerful uses of film in the business school classroom and surveys the pedagogical and performative value of watching films with students. This volume examines not only how film offers opportunities for learning and investigation, but also how they can be sources of ideological poison, self-delusion and mis-representation. Throughout the text, renowned contributors embrace film’s power to embark on new adventures of thought by inventing images and signs, and by bringing novel concepts and fresh perspectives to the classroom. If film often reveals organizational dysfunctionality and absurdity, it also teaches us to understand the other, to see difference, and to accept experimentation. A wide spectra of films are examined for their pedagogical value in terms of what can be learned, explored and discussed by teaching with film and how film can be used as a tool of research and investigation. The book sees film in the classroom as an educational challenge wherein rich learning and personal development are encouraged.
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The Labour of Words in Higher Education

Is it Time to Reoccupy Policy?

Sarah Hayes

As Higher Education has come to be valued for its direct contribution to the global economy, university policy discourse has reinforced this rationale. In The Labour of Words in Higher Education: Is it Time to Reoccupy Policy? two globes are depicted. One is a beautiful, but complete artefact, that markets a UK university. The second sits on a European city street and is continually inscribed with the markings of passers-by. A distinction is drawn between the rhetoric of university McPolicy, as a discourse that appears to no longer require input from humans, and a more authentic approach to writing policy, that acknowledges the academic labour of staff and students, in effecting change.

Inspired by the work of George Ritzer on the McDonaldisation of Society, the term McPolicy is adopted by the author, to describe a rational method of writing policy, now widespread across UK universities. Recent strategies on ‘the student experience’, ‘technology enhanced learning’, ‘student engagement’ and ‘employability’ are explored through a corpus-based Critical Discourse Analysis (CDA). Findings are humourously compared to the marketing of consumer goods, where commodities like cars are invested with human qualities, such as ‘ambition’. Similarly, McPolicy credits non-human strategies, technologies and a range of socially constructed buzz phrases, with the human qualities and labour activities that would normally be enacted by staff and students.

This book is written for anyone with an interest in the future of universities. It concludes with suggestions of ways we might all reoccupy McPolicy.
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Academic Growth in Higher Education

Questions and Answers

Edited by Helena Pedrosa-de-Jesus and Mike Watts

Many changes in higher education have derived from Europe-wide initiatives such as the Bologna process, and have given increasing attention to student-centred learning and teaching approaches, allied to growth in teachers’ scholarship and academic development. Academic Growth in Higher Education: Questions and Answers centers around a decade-long research project, which is one component of a long-standing programme focused on ways to promote academic development and scholarship in higher education.

The purpose of the book is to highlight debates and issues important in teaching and learning at the tertiary level in universities, colleges and schools – exploring issues that teachers and lecturers will need to address throughout their professional lives. These issues surround acts of student-centred learning, inquiry-based learning, teachers’ own practices in the classroom and, every bit as significant, the activities generated by their students in the process of learning. The intention is to identify some of the debates relevant to teaching and learning, to challenge some of the orthodoxies within traditional forms of teaching and learning, and to suggest some solutions though current practice over a wide context of activity.
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Kimberly Dark

The Daddies is a love letter to masculinity, a kaleidoscope of its pleasures and horrors. The question “Who’s your Daddy?” started showing up in mainstream cultural references during the 1990s. Those words can be spoken as a question, or a challenge, as a flirtation, a joke, or a threat. It’s all about inflection, intention, and who’s asking. Apparently, we have so much shared cultural meaning about “Daddy” the speakers and listeners can simply intuit meaning and proceed to laugh at the joke, or experience the shame, as appropriate. But who is Daddy in American culture? The Daddies aims to find out more than who – but how the process of knowing Daddy can prompt readers to know themselves and their society. This allegory about patriarchy unfolds as a kinky lesbian Daddy/girl love story. Daddy-ness is situated in all people, after all, and we each share responsibility for creating a fairer world. The Daddies can be used as a springboard for discussion in courses in sociology, gender and women's studies, cultural studies, sexuality studies and communication. As a work of fiction, The Daddies can also be enjoyed by general audiences.
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Who Look at Me?!

Shifting the Gaze of Education through Blackness, Queerness, and the Body

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Durell M. Callier and Dominique C. Hill

Who Look at Me?!: Shifting the Gaze of Education through Blackness, Queerness, and the Body explores how we, as a society, see Blackness and in particular Black youth. Drawing on a range of sources, the authors argue that the ability to operationalize the sentiment that #BlackLivesMatter, requires seeing Blackness wholly, as queer, and as a site of subversive knowledge production. Continuing the work of June Jordan and Langston Hughes, and based on their work as a Black queer artist collective known as Hill L. Waters, Who Look at Me?! provides alternative tools for reading about and engaging with the lived experiences of Black youth and educational research for and about Black youth. In this way, the book presents not only the possibilities of envisioning teaching and research practices but presents examples that embrace, celebrate, and make room for the fullness of Black and queer bodies and experiences. This work will appeal to those interested in emancipatory methodological and educational practices as well as interdisciplinary conversations related to sociocultural constructions of race and sexuality, politics of Blackness, and race in education.
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Answering the Call

Centering Spirit in Auto/Ethnography

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Durell M. Callier and Hill Dominique C.

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Durell M. Callier and Hill Dominique C.

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Looking Again

Collective Visions, Collective Sight/Seeing

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Durell M. Callier and Hill Dominique C.