Radical Solutions And Learning Analytics

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Radical Solutions and Learning Analytics

Author : Daniel Burgos
Publisher : Springer Nature
ISBN 13 : 981154526X
Total Pages : 233 pages
Book Rating : 4.8/5 (115 download)

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Book Synopsis Radical Solutions and Learning Analytics by : Daniel Burgos

Download or read book Radical Solutions and Learning Analytics written by Daniel Burgos and published by Springer Nature. This book was released on 2020-05-08 with total page 233 pages. Available in PDF, EPUB and Kindle. Book excerpt: Learning Analytics become the key for Personalised Learning and Teaching thanks to the storage, categorisation and smart retrieval of Big Data. Thousands of user data can be tracked online via Learning Management Systems, instant messaging channels, social networks and other ways of communication. Always with the explicit authorisation from the end user, being a student, a teacher, a manager or a persona in a different role, an instructional designer can design a way to produce a practical dashboard that helps him improve that very user’s performance, interaction, motivation or just grading. This book provides a thorough approach on how education, as such, from teaching to learning through management, is improved by a smart analysis of available data, making visible and useful behaviours, predictions and patterns that are hinder to the regular eye without the process of massive data.

Radical Solutions and Open Science

Author : Daniel Burgos
Publisher : Springer Nature
ISBN 13 : 9811542767
Total Pages : 199 pages
Book Rating : 4.8/5 (115 download)

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Book Synopsis Radical Solutions and Open Science by : Daniel Burgos

Download or read book Radical Solutions and Open Science written by Daniel Burgos and published by Springer Nature. This book was released on 2020-05-14 with total page 199 pages. Available in PDF, EPUB and Kindle. Book excerpt: This open access book presents how Open Science is a powerful tool to boost Higher Education. The book introduces the reader into Open Access, Open Technology, Open Data, Open Research results, Open Licensing, Open Accreditation, Open Certification, Open Policy and, of course, Open Educational Resources. It brings all these key topics from major players in the field; experts that present the current state of the art and the forthcoming steps towards a useful and effective implementation. This book presents radical, transgenic solutions for recurrent and long-standing problems in Higher Education. Every chapter presents a clear view and a related solution to make Higher Education progress and implement tools and strategies to improve the user’s performance and learning experience. This book is part of a trilogy with companion volumes on Radical Solutions & Learning Analytics and Radical Solutions & eLearning.

Radical Solutions for Education in a Crisis Context

Author : Daniel Burgos
Publisher : Springer Nature
ISBN 13 : 9811578699
Total Pages : 320 pages
Book Rating : 4.8/5 (115 download)

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Book Synopsis Radical Solutions for Education in a Crisis Context by : Daniel Burgos

Download or read book Radical Solutions for Education in a Crisis Context written by Daniel Burgos and published by Springer Nature. This book was released on 2020-12-21 with total page 320 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents how to keep working on education in contexts of crisis, such as emergencies, zones of conflict, wars and health pandemics such as COVID-19. Specifically, this work shows a number of strategies to support global learning and teaching in online settings. Particularly, it first presents how to facilitate knowledge sharing and raising awareness about a specific crisis, to increase people’s safety, including educators and learners. The book then discusses various techniques, mechanisms and services that could be implemented to provide effective learning support for learners, especially in learning environments that they do not daily use, such as physical classrooms. Further, the work presents how to teach and support online educators, no matter if they are school teachers, university lecturers, youth social workers, vocational training facilitators or of any other kind. Finally, it describes worldwide case studies that have applied practical steps to keep education running during a crisis. This book provides readers with insights and guidelines on how to maintain learning undisrupted during contexts of crisis. It also provides basic and practical recommendations to the various stakeholders in educational contexts (students, content providers, technology services, policy makers, school teachers, university lecturers, academic managers, and others) about flexible, personalised and effective education in the context of crisis.

Radical Solutions for Digital Transformation in Latin American Universities

Author : Daniel Burgos
Publisher : Springer Nature
ISBN 13 : 9811639418
Total Pages : 257 pages
Book Rating : 4.8/5 (116 download)

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Book Synopsis Radical Solutions for Digital Transformation in Latin American Universities by : Daniel Burgos

Download or read book Radical Solutions for Digital Transformation in Latin American Universities written by Daniel Burgos and published by Springer Nature. This book was released on 2021-07-24 with total page 257 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents how Digital Transformation is a requirement to upgrade Latin American universities to a next level in management, lecturing and learning processes and strategies. The book starts with a thorough introduction of the Latin American context addressing the three main topics in the book: Digital Transformation, Higher Education and Artificial Intelligence & Industry 4.0. They will be depicted by region, with a clear distribution between Central America & Mexico, Comunidad Andina (Perú, Colombia, Chile, Ecuador, Bolivia), Mercosur (Argentina, Brasil, Paraguay and Uruguay), and other countries. The book also shows how online learning is a key part of the transformation, with a clear focus on learning management systems, innovation and learning analytics. Further, personalised services for every single profile at the university (students, lecturers, academic managers) are presented to guarantee inclusive education service aggregation for networked campuses. Following, the book addresses strategy and overall services that concentrate on sustainability and revenue models integrated with a strategic planning. Finally a set of chapters will show specific experiences and case studies of direct application of Artificial Intelligence and Technology 4.0, where the readers can learn from and transfer directly into their educational contexts.

Radical Solutions and eLearning

Author : Daniel Burgos
Publisher : Springer
ISBN 13 : 9789811549540
Total Pages : 247 pages
Book Rating : 4.5/5 (495 download)

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Book Synopsis Radical Solutions and eLearning by : Daniel Burgos

Download or read book Radical Solutions and eLearning written by Daniel Burgos and published by Springer. This book was released on 2021-05-23 with total page 247 pages. Available in PDF, EPUB and Kindle. Book excerpt: Educational Technology is the right couple to a radical innovation. Thanks to the appropriate technology in the right context with the best fit to the target audience, education can be drastically improved, meaning a better performance, competence achievement, match with the user’s expectations and with the market needs. Serious games, Virtual reality, Augmented reality, Remote labs, Online learning, Blockchain, Mobile learning and many other key technologies allow for a better explanation of so many subjects, and even more: for a complete student involvement and a full teacher engagement into the educational system. Technology gives another angle to the same content, provides the user with a personalised experience and pushes the limits of knowledge a little further, every time. This book presents a number of radical innovations through technology, from experienced cases studies, to be replicated and inspired by; a powerful resource handbook for cutting-edge education.

Transformative Digital Technology for Effective Workplace Learning

Author : Ria O'Donnell
Publisher : CRC Press
ISBN 13 : 1000514129
Total Pages : 216 pages
Book Rating : 4.0/5 (5 download)

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Book Synopsis Transformative Digital Technology for Effective Workplace Learning by : Ria O'Donnell

Download or read book Transformative Digital Technology for Effective Workplace Learning written by Ria O'Donnell and published by CRC Press. This book was released on 2021-12-23 with total page 216 pages. Available in PDF, EPUB and Kindle. Book excerpt: In a world bursting with new information, ideas, opportunities, and technological advancements, it is time to rethink how continuous learning shapes our future. Amidst the ongoing digital revolution, widespread educational reform, and the most significant global pandemic of our lifetimes, we are at a pivotal time in history. Transformative Digital Technology for Effective Workplace Learning explores the technological developments that are rapidly unfolding in the workplace and those that support workplace training. What emerges is that the rate of change and the possibilities for improvement are more extensive than many of us might have suspected. From artificial intelligence to virtual reality, from data analytics, to adaptive learning, there is the capacity for significant innovation and opportunity if harnessed in the right ways. The book offers an overview of several critical issues that face the future of the workplace and examines them through the lens of lifelong learning. The book begins by conveying the current impacts on the workplace and how the internal function of learning and development has evolved. It then considers the eight learning imperatives that drive workplace learning and then looks at the future workplace. Exploring technological frameworks for digitally enhanced workplace learning, the book takes a deep dive into the capabilities of immersive technologies, as well as into the insights enabled through learning analytics. The goal of this book is not to merely describe technological advancements in the workplace but instead, to challenge the status quo and think critically about the future that lies ahead. One aim is to have business leaders understand the necessity for ongoing workplace learning. Another is that individuals appreciate that lifelong learning is the new social norm. Ongoing education allows people to become more open to change and less anxious about new experiences. Developing a growth mindset and adopting a company culture that says everyone can learn new things and continue to improve their performance will become the standard. Most importantly, as the business world is reconfigured before our very eyes, ongoing learning must become an economic imperative.

Radical Solutions in Palestinian Higher Education

Author : Daniel Burgos
Publisher : Springer Nature
ISBN 13 : 9811901015
Total Pages : 168 pages
Book Rating : 4.8/5 (119 download)

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Book Synopsis Radical Solutions in Palestinian Higher Education by : Daniel Burgos

Download or read book Radical Solutions in Palestinian Higher Education written by Daniel Burgos and published by Springer Nature. This book was released on 2022-03-19 with total page 168 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book brings together education research and practice carried out by An-Najah National University, a lead Higher Institution in Palestine that managed to move from a face-to-face setting to a fully online learning and teaching environment during the initial COVID-19 outbreak, within a month, seamlessly, which makes a success cases study of virtualization. This book concentrates on approaches to ensure the continuous improvement and quality of higher education provision across the country, with particular focus on: a) learning and teaching methodologies in online settings; b) use of open education as a key resource; and c) development of academic capability building, along with academic and knowledge exchange with other higher education partners. Innovative ideas, best practices, and comparative case studies are presented, discussed, and compared with international ones to make specific recommendations for a successful and sustainable implementation.

Advancing the Power of Learning Analytics and Big Data in Education

Author : Azevedo, Ana
Publisher : IGI Global
ISBN 13 : 1799871045
Total Pages : 296 pages
Book Rating : 4.7/5 (998 download)

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Book Synopsis Advancing the Power of Learning Analytics and Big Data in Education by : Azevedo, Ana

Download or read book Advancing the Power of Learning Analytics and Big Data in Education written by Azevedo, Ana and published by IGI Global. This book was released on 2021-03-19 with total page 296 pages. Available in PDF, EPUB and Kindle. Book excerpt: The term learning analytics is used in the context of the use of analytics in e-learning environments. Learning analytics is used to improve quality. It uses data about students and their activities to provide better understanding and to improve student learning. The use of learning management systems, where the activity of the students can be easily accessed, potentiated the use of learning analytics to understand their route during the learning process, help students be aware of their progress, and detect situations where students can give up the course before its completion, which is a growing problem in e-learning environments. Advancing the Power of Learning Analytics and Big Data in Education provides insights concerning the use of learning analytics, the role and impact of analytics on education, and how learning analytics are designed, employed, and assessed. The chapters will discuss factors affecting learning analytics such as human factors, geographical factors, technological factors, and ethical and legal factors. This book is ideal for teachers, administrators, teacher educators, practitioners, stakeholders, researchers, academicians, and students interested in the use of big data and learning analytics for improved student success and educational environments.

Radical Solutions for Education in Africa

Author : Daniel Burgos
Publisher : Springer Nature
ISBN 13 : 9811640998
Total Pages : 300 pages
Book Rating : 4.8/5 (116 download)

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Book Synopsis Radical Solutions for Education in Africa by : Daniel Burgos

Download or read book Radical Solutions for Education in Africa written by Daniel Burgos and published by Springer Nature. This book was released on 2021-08-02 with total page 300 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book explores the state of open education in terms of self-directed learning on the African continent. Through a combination of conceptual, systematic literature review and empirical chapters, readers will get a research-based impression of these aspects in this area. Apart from presenting existing wider trends regarding open education, this book also reports on effective open practices in support of self-directed learning.

Emergent Practices of Learning Analytics in K-12 Classrooms

Author : Kavakl? Uluta?, Nurdan
Publisher : IGI Global
ISBN 13 :
Total Pages : 290 pages
Book Rating : 4.3/5 (693 download)

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Book Synopsis Emergent Practices of Learning Analytics in K-12 Classrooms by : Kavakl? Uluta?, Nurdan

Download or read book Emergent Practices of Learning Analytics in K-12 Classrooms written by Kavakl? Uluta?, Nurdan and published by IGI Global. This book was released on 2023-12-29 with total page 290 pages. Available in PDF, EPUB and Kindle. Book excerpt: In the world of education, technology has revolutionized teaching and learning practices globally. However, the widespread adoption of technology, especially in response to Covid-19, has led to a deluge of data from students' digital footprints. The challenge lies in effectively using this data through learning analytics (LA) to optimize K-12 classroom practices. Emergent Practices of Learning Analytics in K-12 Classrooms, edited by Dr. Nurdan Kavakl? Uluta? and Dr. Devrim Höl offers a comprehensive solution to these challenges. This book gathers academic scholars to explore practical perspectives on applying learning analytics in K-12 classrooms, combining qualitative and quantitative methodologies. Addressing topics such as predictive analytics, ethical considerations, and future directions, it empowers educators to make data-driven decisions, creating engaging learning experiences for improved student outcomes. By embracing the insights and recommendations presented in this book, academic scholars can confidently navigate the realm of learning analytics and shape the future of K-12 education.

Learning and Collaboration Technologies. Designing the Learner and Teacher Experience

Author : Panayiotis Zaphiris
Publisher : Springer Nature
ISBN 13 : 3031056574
Total Pages : 549 pages
Book Rating : 4.0/5 (31 download)

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Book Synopsis Learning and Collaboration Technologies. Designing the Learner and Teacher Experience by : Panayiotis Zaphiris

Download or read book Learning and Collaboration Technologies. Designing the Learner and Teacher Experience written by Panayiotis Zaphiris and published by Springer Nature. This book was released on 2022-06-16 with total page 549 pages. Available in PDF, EPUB and Kindle. Book excerpt: This proceedings, LCT 2022, constitutes the refereed proceedings of the 9th International Conference on Learning and Collaboration Technologies, LCT 2022, held as Part of the 24th International Conference, HCI International 2022, which took place in June/July 2022. Due to COVID-19 pandemic the conference was held virtually.The total of 1271 papers and 275 poster papers included in the 39 HCII 2022 proceedings volumes was carefully reviewed and selected from 5487 submissions. The papers of LCT 2022 are organized in topical sections named: Designing and Developing Learning Technologies; Learning and Teaching Online; Diversity in Learning; Technology in Education: Practices and Experiences.

Artificial Intelligence in Education

Author : Andrew M. Olney
Publisher : Springer Nature
ISBN 13 : 3031642996
Total Pages : 490 pages
Book Rating : 4.0/5 (316 download)

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Book Synopsis Artificial Intelligence in Education by : Andrew M. Olney

Download or read book Artificial Intelligence in Education written by Andrew M. Olney and published by Springer Nature. This book was released on with total page 490 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Online Learning Analytics

Author : Jay Liebowitz
Publisher : CRC Press
ISBN 13 : 1000538931
Total Pages : 270 pages
Book Rating : 4.0/5 (5 download)

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Book Synopsis Online Learning Analytics by : Jay Liebowitz

Download or read book Online Learning Analytics written by Jay Liebowitz and published by CRC Press. This book was released on 2021-12-14 with total page 270 pages. Available in PDF, EPUB and Kindle. Book excerpt: "In our increasingly digitally enabled education world, analytics used ethically, strategically, and with care holds the potential to help more and more diverse students be more successful on higher education journeys than ever before. Jay Liebowitz and a cadre of the fields best ‘good trouble’ makers in this space help shine a light on the possibilities, potential challenges, and the power of learning together in this work." —Mark David Milliron, Ph.D., Senior Vice President and Executive Dean of the Teachers College, Western Governors University Due to the COVID-19 pandemic and its aftereffects, we have begun to enter the "new normal" of education. Instead of online learning being an "added feature" of K–12 schools and universities worldwide, it will be incorporated as an essential feature in education. There are many questions and concerns from parents, students, teachers, professors, administrators, staff, accrediting bodies, and others regarding the quality of virtual learning and its impact on student learning outcomes. Online Learning Analytics is conceived on trying to answer the questions of those who may be skeptical about online learning. Through better understanding and applying learning analytics, we can assess how successful learning and student/faculty engagement, as examples, can contribute towards producing the educational outcomes needed to advance student learning for future generations. Learning analytics has proven to be successful in many areas, such as the impact of using learning analytics in asynchronous online discussions in higher education. To prepare for a future where online learning plays a major role, this book examines: Data insights for improving curriculum design, teaching practice, and learning Scaling up learning analytics in an evidence-informed way The role of trust in online learning. Online learning faces very real philosophical and operational challenges. This book addresses areas of concern about the future of education and learning. It also energizes the field of learning analytics by presenting research on a range of topics that is broad and recognizes the humanness and depth of educating and learning.

Radical Solutions and eLearning

Author : Daniel Burgos
Publisher : Springer Nature
ISBN 13 : 9811549524
Total Pages : 256 pages
Book Rating : 4.8/5 (115 download)

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Book Synopsis Radical Solutions and eLearning by : Daniel Burgos

Download or read book Radical Solutions and eLearning written by Daniel Burgos and published by Springer Nature. This book was released on 2020-05-22 with total page 256 pages. Available in PDF, EPUB and Kindle. Book excerpt: Educational Technology is the right couple to a radical innovation. Thanks to the appropriate technology in the right context with the best fit to the target audience, education can be drastically improved, meaning a better performance, competence achievement, match with the user’s expectations and with the market needs. Serious games, Virtual reality, Augmented reality, Remote labs, Online learning, Blockchain, Mobile learning and many other key technologies allow for a better explanation of so many subjects, and even more: for a complete student involvement and a full teacher engagement into the educational system. Technology gives another angle to the same content, provides the user with a personalised experience and pushes the limits of knowledge a little further, every time. This book presents a number of radical innovations through technology, from experienced cases studies, to be replicated and inspired by; a powerful resource handbook for cutting-edge education.

AI-Enabled Social Robotics in Human Care Services

Author : Kautish, Sandeep
Publisher : IGI Global
ISBN 13 : 1668481731
Total Pages : 340 pages
Book Rating : 4.6/5 (684 download)

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Book Synopsis AI-Enabled Social Robotics in Human Care Services by : Kautish, Sandeep

Download or read book AI-Enabled Social Robotics in Human Care Services written by Kautish, Sandeep and published by IGI Global. This book was released on 2023-04-24 with total page 340 pages. Available in PDF, EPUB and Kindle. Book excerpt: As social robots and the artificial intelligence (AI) that powers them become more advanced, they will likely take on more social and work roles. There is a variety of ways social robots can be engaged in human life, and they can leave an impact in terms of ease of use, productivity, and human support. The interactivity and receptivity of social robots can encourage humans to form social relationships with them. But now robots are intended to perform socially intelligent and interactive services like reception, guidance, emotional companionship, and more, which makes social human-robot interaction essential to help improve aspects of quality of life as well as to improve the efficiency of human care services. AI-Enabled Social Robotics in Human Care Services addresses recent advances in the latest technologies, new research results, and developments in the area of social robotics and AI and the latest developments in the field and future directions that can be beneficial to human society and human care services. Covering topics such as agriculture waste management systems, elder care, and facial emotion recognition, this premier reference source is an essential resource for AI professionals, computer scientists, robotics engineers, human care professionals, students and educators of higher education, librarians, researchers, and academicians.

Social and Emotional Learning and Complex Skills Assessment

Author : Yuan 'Elle' Wang
Publisher : Springer Nature
ISBN 13 : 3031063333
Total Pages : 341 pages
Book Rating : 4.0/5 (31 download)

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Book Synopsis Social and Emotional Learning and Complex Skills Assessment by : Yuan 'Elle' Wang

Download or read book Social and Emotional Learning and Complex Skills Assessment written by Yuan 'Elle' Wang and published by Springer Nature. This book was released on 2022-08-24 with total page 341 pages. Available in PDF, EPUB and Kindle. Book excerpt: In this book, we primarily focus on studies that provide objective, unobtrusive, and innovative measures (e.g., indirect measures, content analysis, or analysis of trace data) of SEL skills (e.g., collaboration, creativity, persistence), relying primarily on learning analytics methods and approaches that would potentially allow for expanding the assessment of SEL skills and competencies at scale. What makes the position of learning analytics pivotal in this endeavor to redefine measurement of SEL skills are constant changes and advancements in learning environments and the quality and quantity of data collected about learners and the process of learning. Contemporary learning environments that utilize virtual and augmented reality to enhance learning opportunities accommodate for designing tasks and activities that allow learners to elicit behaviors (either in face-to-face or online context) not being captured in traditional educational settings. Novel insights provided in the book span across diverse types of learning contexts and learner populations. Specifically, the book addresses relevant and emerging theories and frameworks (in various disciplines such as education, psychology, or workforce) that inform assessments of SEL skills and competencies. In so doing, the book maps the landscape of the novel learning analytics methods and approaches, along with their application in the SEL assessment for K-12 learners as well as adult learners. Critical to the notion of the SEL assessment are data sources. In that sense, the book outlines where and how data related to learners' 21st century skills and competencies can be measured and collected. Linking theory to data, the book further discusses tools and methods that are being used to operationalize SEL and link relevant skills and competencies with cognitive assessment. Finally, the book addresses aspects of generalizability and applicability, showing promising approaches for translating research findings into actionable insights that would inform various stakeholders (e.g., learners, instructors, administrators, policy makers).

Ethics and the Scholarship of Teaching and Learning

Author : Lisa M. Fedoruk
Publisher : Springer Nature
ISBN 13 : 3031118103
Total Pages : 231 pages
Book Rating : 4.0/5 (311 download)

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Book Synopsis Ethics and the Scholarship of Teaching and Learning by : Lisa M. Fedoruk

Download or read book Ethics and the Scholarship of Teaching and Learning written by Lisa M. Fedoruk and published by Springer Nature. This book was released on 2022-09-07 with total page 231 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book addresses issues related to ethics and the scholarship of teaching and learning, and pays special attention to ethical concerns and experiences that have arisen from engaging in Scholarship of Teaching and Learning (SoTL) work. The book draws on a range of research projects, theoretical frameworks and narrative experiences to provide multiple perspectives of how meaning is made of research ethics in SoTL, academic community and REB partnerships, experiences of Students as Partners in SoTL, and ethically-minded approaches to teaching, learning and inquiry. Specifically, this edited book includes ethical practices that have become increasingly expansive in an ever-evolving academic environment such as navigating pandemic pedagogy and data ownership due to increased online content. In addition, contributions pertaining to academic community partnerships between REBs and faculty detail realistic narratives and lessons learned about how higher education can become more equitable, diverse and inclusive. Subsequently, decolonial ethics for teaching and learning in higher education, as well as participatory parity, exemplify the need for SoTL practitioners to be responsive to the social and cultural realities of a global context in ways that address social inequities and social responsibility. Relational ethics by way of student perspectives on vulnerability and classroom-based SoTL research underscore the need for students to be taught about their own agency as a means of providing student voice within SoTL work. Lastly, this book celebrates how ethically-minded approaches to teaching, learning and inquiry uncover strategies and pedagogy that encourage concepts such as ethical imagination and systems and design thinking practices.