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Casualisation, the Gig Economy, and Piece Work in Education: Dilemmas for Leaders in Times of Increasing Precarity

by Jess Harris Jill Blackmore Nerida Spina Kathleen Smithers Sarah K. Gurr

This book examines a range of ethical complexities associated with precarious work across educational sectors internationally.Our aim is to examine the experiences of the increasing reliance on casual and temporary employment in education settings for all educators. This volume brings together academic chapters, focused on the affective, ethical, and practical challenges faced by all educators working in highly casualised contexts, while working to provide quality education for all students. These chapters are complemented by reflections from a variety of educators and educational leaders who have navigated ethical dilemmas related to precarious employment across sectors from early childhood to higher education.When viewed together, the chapters and reflections highlight the impacts of neoliberal market-driven policies on the education sector and work to present a series of possible ‘pathways forward’ for education workers navigating this precarious terrain.

Cat Fact Frenzy!

by Nikki Potts

Brace yourself for a CAT FACT FRENZY! Did you know that some cats can reach speeds of 35 miles per hour? Or that cats can make more than 100 sounds? Dozens of bite-size cat facts are paired with fun feline photos, welcoming in even the most reluctant readers. Whether kids are in the mood to browse or to devour a book from cover to cover, even a dedicated cat fan is sure to learn something surprising as they flip through these pages.

Cat Fact Frenzy! (Fact Frenzy)

by Nikki Potts

Brace yourself for a CAT FACT FRENZY! Did you know that some cats can reach speeds of 35 miles per hour? Or that cats can make more than 100 sounds? Dozens of bite-size cat facts are paired with fun feline photos, welcoming in even the most reluctant readers. Whether kids are in the mood to browse or to devour a book from cover to cover, even a dedicated cat fan is sure to learn something surprising as they flip through these pages.

Cat Fact Frenzy! (Fact Frenzy)

by Nikki Potts

Brace yourself for a CAT FACT FRENZY! Did you know that some cats can reach speeds of 35 miles per hour? Or that cats can make more than 100 sounds? Dozens of bite-size cat facts are paired with fun feline photos, welcoming in even the most reluctant readers. Whether kids are in the mood to browse or to devour a book from cover to cover, even a dedicated cat fan is sure to learn something surprising as they flip through these pages.

Catatonia: A Practical Guide to a Clinical and Scientific Conundrum

by Georg Northoff Dusan Hirjak

Catatonia is a complex neuropsychiatric disorder characterized by motor, affective and cognitive-behavioral symptoms, presenting significant challenges for both psychiatrists and neurologists. It occurs in 5–18% of patients in inpatient psychiatric units and in 3.3% of those in neurology or neuropsychiatric tertiary care inpatient settings. Despite its relatively high prevalence, catatonia is often underdiagnosed and inadequately treated, which can lead to substantial disadvantages for patients and may be associated with potentially life-threatening conditions. This comprehensive guide is designed to assist clinicians, researchers, and students in understanding and treating catatonia. It navigates through the history of the condition, exploring its phenomenology, clinical manifestations and pathophysiology, before delving into effective treatment strategies. By providing a clear and thorough overview, this guide simplifies the recognition of catatonia and promotes prompt and accurate treatment, encouraging future research endeavours in catatonia.

Catfishes, a Highly Diversified Group: Volume 2: Evolution and Phylogeny

by Roberto E. Reis Gloria Arratia

The order of Catfishes (Siluriformes) is one of the largest in number of families, genera, and species. The group is found in most freshwaters and shallow saltwater bodies around the world. Its extraordinary evolutionary and biogeographic pathways leave many open questions on its origin and large diversification that make its study a complex subject, yet a fascinating field for research. Catfishes, a Highly Diversified Group is divided in two volumes. Volume 1 (Their Outstanding Biology; 14 chapters) aims to rectify the incomplete information on the enormous morphological diversity of the group, special habits and adaptations to specific environments, and morpho-functional characteristics of the catfishes. Volume 2 (Evolution and Phylogeny; 18 chapters) deals with evolutionary mechanisms and major evolutionary trends within Siluriformes, investigating new avenues concerning fossil and extant catfishes and relationships within and among families, using morphological and molecular evidence.

Cats and Lions

by Dionna L. Mann

Cats and lions can seem very much alike, from their behavior to their physical features. They both communicate using sounds. They both run, jump, and climb, and they both sleep a lot. But lions hunt with prides in the wild, while cats play with toys and strings at home. Can they possibly be related? Through easy-to-read text, colorful photos, and a comprehension quiz, readers will learn about the life cycles, skills and senses, and habitats of these feline relatives by exploring their similarities and differences.

Causal Analysis with Event History Data Using Stata

by Hans-Peter Blossfeld Götz Rohwer Gwendolin J. Blossfeld

This third edition of Causal Analysis with Event History Data Using Stata provides an updated introduction to event history modeling along with many instructive Stata examples. Using the latest Stata software, each of these practical examples develops a research question, points to useful contextual background information, gives a brief account of the underlying statistical concepts, describes the organization of input data and the application of Stata statistical procedures, and assists the reader in interpreting the content of the results obtained. Emphasizing the strengths and limitations of continuous-time event history analysis in different fields of social science applications, this book demonstrates that event history models provide a useful approach to uncover causal relation- ships or to map a system of causal relationships. In particular, this book demonstrates how long-term processes can be studied, how different forms of duration dependencies can be estimated using nonparametric, parametric and semiparametric models, and how parallel and interdependent dynamic systems can be analyzed from a causal-analytical point of view using the method of episode splitting. The book also shows how changing contextual information at the micro, meso and macro levels can be easily integrated into a dynamic analysis of longitudinal data. Finally, the book addresses the problem of unobserved heterogeneity of time-constant and time-dependent omitted variables and makes suggestions for dealing with these sometimes difficult methodological problems.Causal Analysis with Event History Data Using Stata is an invaluable resource for both novice and experienced researchers from a variety of fields (e.g. sociology, economics, political science, education, psychology, demography, epidemiology, management research and organizational studies, as well as medicine and clinical applications) who need an introductory textbook on continuous-time event history analysis and who are looking for a practical handbook for their longitudinal research.

Causal Discovery: Foundations, Algorithms and Applications (Computer Science Foundations and Applied Logic)

by Luis Enrique Sucar

This book presents an overview of causal discovery, an emergent field with important developments in the last few years, and multiple applications in several fields. The book is divided into three parts. The first part provides the necessary background on causal graphical models and causal reasoning. The second describes the main algorithms and techniques for causal discovery: (a) causal discovery from observational data, (b) causal discovery from interventional data, (c) causal discovery from temporal data, and (d) causal reinforcement learning. The third part provides several examples of causal discovery in practice, including applications in biomedicine, social sciences, artificial intelligence and robotics. Topics and features: Includes the necessary background material: a review of probability and graph theory, Bayesian networks, causal graphical models and causal reasoning Covers the main types of causal discovery: learning from observational data, learning from interventional data, and learning from temporal data Illustrates the application of causal discovery in practical problems Includes some of the latest developments in the field, such as continuous optimization, causal event networks, causal discovery under subsampling, subject specific causal models, and causal reinforcement learning Provides chapter exercises, including suggestions for research and programming projects This book can be used as a textbook for an advanced undergraduate or a graduate course on causal discovery for students of computer science, engineering, social sciences, etc. It can also be used as a complement to a course on causality, together with another text on causal reasoning. It could also serve as a reference book for professionals that want to apply causal models in different areas, or anyone who is interested in knowing the basis of these techniques. The intended audience are students and professionals in computer science, statistics and engineering who want to know the principles of causal discovery and / or applied them in different domains. It could also be of interest to students and professionals in other areas who want to apply causal discovery, for instance in medicine and economics.

Causation in Criminal Law: A Research Companion (Substantive Issues in Criminal Law)

by Alan Reed Michael Bohlander Verity Adams Bethany Simpson

This collection presents a leading contribution in the substantive arena relating to causation in criminal law. Extant law reveals significant problems in adoption of consistent approaches to doctrinal and theoretical underpinnings of legal causation and culpability thresholds. This has been exemplified by a plethora of recent jurisprudential authorities revealing varying degrees of confusion and vacillation. A variety of Law Commission proposals, although emboldening the debate, have yet to be adopted in any logical template. The volume addresses three specific elements within this arena, embracing an overarching synergy between them. This edifice engages in an examination of UK provisions, with specialist contributions on domestic law, and in contrasting these provisions against alternative domestic jurisdictions as well as comparative contributions addressing a particularised research grid for content. The comparative chapters provide a wider background of how other legal systems treat a variety of specialised issues relating to causation in the context of the criminal law. With contributions from leading experts in the field, the book will be an invaluable resource for researchers, academics and practitioners working in comparative criminal law and related areas.

Cause and Effect Business Analytics and Data Science (Chapman and Hall/CRC Series on Statistics in Business and Economics)

by Jonathan Haughton Dominique Haughton Victor S. Lo

Among the most important questions that businesses ask are some very simple ones: If I decide to do something, will it work? And if so, how large are the effects? To answer these predictive questions, and later base decisions on them, we need to establish causal relationships.Establishing and measuring causality can be difficult. This book explains the most useful techniques for discerning causality and illustrates the principles with numerous examples from business. It discusses randomized experiments (aka A/B testing) and techniques such as propensity score matching, synthetic controls, double differences, and instrumental variables. There is a chapter on the powerful AI approach of Directed Acyclic Graphs (aka Bayesian Networks), another on structural equation models, and one on time-series techniques, including Granger causality.At the heart of the book are four chapters on uplift modeling, where the goal is to help firms determine how best to deploy their resources for marketing or other interventions. We start by modeling uplift, discuss the test-and-learn process, and provide an overview of the prescriptive analytics of uplift.The book is written in an accessible style and will be of interest to data analysts and strategists in business, to students and instructors of business and analytics who have a solid foundation in statistics, and to data scientists who recognize the need to take seriously the need for causality as an essential input into effective decision-making.

Cave Spiders

by Lisa J. Amstutz

The world’s biggest spider is a cave spider! But that's not the only kind of cave spider. These arachnids live in damp, dark homes. Readers will be fascinated by these spider facts, including body parts, web-spinning, and how it hunts for prey. Achievable text, stunning photographs, spider jokes, and an activity round out the learning.

Celebrating Women in Higher Education: A Case of Nurses and Midwives (Routledge Research in Nursing and Midwifery)

by Sam Chenery-Morris Jo Divers

This book considers the structure and demographics of the workforce in nursing and midwifery higher education, observing the gender divide, highlighting the impact of intersectionality, and exploring the challenges and opportunities this provides. Divers and Chenery-Morris look at the power of clinical practice, the perception of nursing and midwifery as ‘women’s work,’ perceptions of meaning around being female, social mobility, race, sexuality, the ‘caring role,’ academic identities and the role of men. To investigate these issues, they introduce intersectional case studies of the lived experiences of women working in higher education and make connections to the wider international literature, in particular sociological, feminist and gender theories.The chapters are linked to larger questions that encompass the purpose of universities more generally, including social mobility, generating new knowledge, challenging irrelevant practices or those rooted in colonisation, and reflexivity culminating in visions of the future for the professions. Showcasing a range of experiences and voices from nursing and midwifery academics, this is an important contribution to discussions of gender in higher education and in the caring professions.It will interest advanced students and researchers from nursing, midwifery, education, sociology, and gender studies.

Celiac Disease For Dummies

by Ian Blumer Sheila Crowe Benjamin Lebwohl Anne Roland Lee

A compassionate, thorough guide to this increasingly common gluten-related condition Celiac Disease For Dummies is the ultimate reference for living with celiac disease, an autoimmune digestive disorder characterized by a reaction to foods containing gluten. For the newly diagnosed and anyone wanting to learn more about the disease, this book offers jargon-free explanations of symptoms, possible causes, and treatment options. This updated edition covers the latest risk factors, testing, and scientific insights on how celiac disease develops. With the right approach, you can greatly ease symptoms. Discover helpful lifestyle changes and get expert guidance on gluten-free living. This Dummies guide can empower you to address celiac disease head-on and improve your quality of life. Learn the latest on what celiac disease is and how to manage symptoms Heal your intestines, prevent celiac-related cell damage, and live gluten free Compare your treatment options and learn about new drug trials Get helpful information on caring for a child or loved one with celiac disease Celiac Disease For Dummies is a welcome resource for anyone who has or suspects they have this common digestive condition.

Cellular Automata and Discrete Complex Systems: 31st IFIP WG 1.5 International Workshop, AUTOMATA 2025, Lille, France, June 30 – July 2, 2025, Proceedings (Lecture Notes in Computer Science #15831)

by Sara Riva Adrien Richard

This book constitutes the proceedings from the 31st IFIP WG 1.5 International Workshop on Cellular Automata and Discrete Complex Systems, AUTOMATA 2025, held in Lille, France, during June 30–July 2, 2025. The 11 full papers and 4 invited papers presented in this proceedings were carefully reviewed and selected from 19 submissions. The AUTOMATA series is the official annual event of IFIP WG 1.5, the Working Group 5 (on Cellular Automata and Discrete Complex Systems), of the Technical Committee 1 (on Foundations of Computer Science), of the International Federation for Information Processing (IFIP). AUTOMATA is an annual, international, multidisciplinary conference for experts in cellular automata and complex dynamic systems.

Central Asia: Geopolitics, Security and Stability

by Ajay Patnaik

Throughout history, Central Asia has served as an important strategic link between the East and the West. This book locates Central Asia within the broader geopolitics of the Eurasian region, which has witnessed many significant shifts, conflicts and events, while tracing its strategic importance. The book looks at the relations between the Central Asian states and major external powers and shows how it has kept away from the so-called New Great Game. It evaluates the roles of major powers such as Russia, the United States, China, Iran and Turkey, as well as India and its ‘Silk Road’ strategy. It also compares the regional geopolitics of Central Asia with its neighbour Caucasus. The author highlights how, despite limited interstate cooperation, the region has balanced foreign powers and has largely prevented conflicts, thereby enjoying greater strategic autonomy in dealing with other countries. This new revised edition with additional chapters explores new developments, the Russia–Ukraine war and the future of Central Asian geopolitics. The book will benefit scholars and researchers of international relations, political and strategic studies, area studies and Central Asian studies.

Cereal Grains: Processing Methods for Preserving Nutritional Value

by Sukhvinder Singh Purewal

Cereal grains are a major part of the global diet, but their nutritional benefits depend on how they are processed. This book explores how various techniques influence nutrient content, bioavailability, and food quality. It provides a clear understanding of traditional and modern processing methods, helping professionals optimize grain-based products. This book provides updated information on innovative grain processing techniques and demonstrates how different methods affect dietary value. Helpful for the industrial sector as well as serving as a reliable source for food science and nutrition studies, this book bridges the gap between research and real-world applications, ultimately offering practical and meaningful information for improving cereal-based, health-benefiting food products.Key Features Provides comprehensive knowledge on different kinds of cereal processing methods Presents the latest information on the effect of processing methods on the specific nutrients (macro as well as micro) of cereal grains Includes techniques to minimize nutrients loss

Challenge, Continuity, and Change in Pakistan (Routledge Contemporary South Asia Series)

by Ian Talbot

This book brings a multi-disciplinary approach to studying Pakistan’s contemporary political, social and environmental challenges. It offers insights from various disciplines to show the interconnectedness of many of Pakistan’s problems and their historical roots. The analysis includes issues of political alienation and exclusion, vulnerability to climate change-induced disasters and how such challenges might be mitigated. The case studies in the book reveal that reality is complex and that demographic, social, and technological change is moving apace in Pakistan. This dynamism points to another aspect of Pakistan and its resilience in the face of manmade and natural disasters. An increasingly youthful and urbanised population is challenging social inequalities and power structures whilst the state attempts to respond in old ways to maintain order and stability. The emergence of overseas Pakistani communities and their connectedness with the homeland is another growing development with ramifications for politics and society.A significant contribution on critical affairs in Pakistan, this book investigates if the country is moving towards a critical crossroads in its development. It will be of interest to historians and political scientists of Modern South Asia, as well as geographers interested in examining impact of climate change.

Challenges and Algorithms for Knowledge Discovery from Data: Essays Dedicated to Arno Siebes on the Occasion of His 67th Birthday (Lecture Notes in Computer Science #16067)

by Matthijs Van Leeuwen Jilles Vreeken

Arno Siebes graduated in Mathematics from Utrecht University in 1983. He joined CWI in Amsterdam in 1985, and obtained his Ph.D. in 1990 from Twente University. In 2000, he joined Utrecht University, where he took up the chair for Large Distributed Databases, which was later renamed to Algorithmic Data Analysis. He supervised 15 Ph.D. students, some of whom themselves became professors. His key research work has been on data mining and inductive databases. His most impactful contribution is using the minimum description length (MDL) principle for pattern mining, the algorithm known as Krimp led to an important subdomain in data mining. Arno has been a key member of the European data mining and machine learning community. In addition to his work on the Intelligent Data Analysis symposia, he was program co-chair of the first co-located edition of the European Conference on Machine Learning (ECML) and European Conference on Principles and Practice of Knowledge Discovery in Databases (PKDD) and played a key role in the development of this thriving event. Throughout his research and teaching career, Arno has maintained the philosophy that theory should work in practice. The contributions in this Festschrift serve as a reminder of his successes as a researcher and mentor. The chapters are categorized into topical sections on pattern mining, learning and reasoning, and large language models.

Challenges in Primary Mental Health Care: Models for Interdisciplinary Collaboration

by Christopher Dowrick Christos Lionis

This insightful and timely book equips family doctors and other primary healthcare professionals with the knowledge and skills needed to address a diverse range of new and important challenges in the field of primary mental health care, including ongoing impacts from the COVID pandemic, thanatophobia, and end-of life care, humanitarian and geopolitical catastrophes, and the effects of climate change.There is an emphasis throughout on the need to encourage and so reap the benefits of interdisciplinary collaboration between family doctors and mental health specialists, and across the range of primary care and community workers. Effective primary healthcare relies increasingly on the use of remote consultations, and the book explains how the potential of remote working can be maximized in low-resource settings. The book concludes with a consideration of how to protect and enhance the mental health of primary care workers in the face of these ongoing challenges in care.Key Features: Global and inclusive, providing practical guidance and direction across low-, middle-, and high-income settings, satisfying the needs of all primary care practitioners regardless of geography Focused on key and immediate challenges for primary care practitioners arising from the COVID-19 pandemic, poverty, and social inequality, migration, and climate change Addresses the vital importance of self-care by and of primary healthcare workers facing unprecedented work and emotional pressures Reflecting the expertise of the WONCA Working Party for Mental Health (WWPMH), building on the foundations laid in the 2020 WONCA volume Global Primary Mental Health Care, the editors and contributors all have expertise in primary mental health care at the frontline, with backgrounds in family medicine, psychiatry, psychology, and nursing.

Challenging Common Myths of Teaching: Practical Strategies to Transform Learners

by Thomas R. Rosebrough

What are some of the most common myths about teaching and learning? Renowned educator Thomas R. Rosebrough debunks ten popular beliefs and offers principles that will have a bigger impact in the classroom. The principles center on teaching for learners, not only to meet their academic needs but to transform their lives.The ten myths explore essential elements of instruction such as curiosity, the place for lecture, engaged learning, how we learn, the role of testing, the importance of challenge and hope and joy in learning, the power of relationships, a focus on teachers’ identity as it impacts learning, a new look at the concept of readiness, and the critical development of strategic learning qualities. Key features include the table of Ten Myths and Facts of Pedagogy, the Transformational Pedagogy Model, and the Continuum of Teaching Strategies. Each of the ten chapters includes a device called “Perspective” which provides further insight, practicality, inspiration, and clarity to assist understanding, and “Final Thoughts” which synthesizes and briefly summarizes each chapter.Whether you're a new teacher seeking best practices, an experienced teacher refining your instruction, or a preservice teacher thinking about what you want your classroom to look like, this book will give you practical solutions, examples, and insights. Read this book in order or jump to your favorite sections. You'll come away with fresh ideas for creating more impactful and joyful learning experiences for your students, so they can see their own potential as critical thinkers and compassionate people.

Change Leadership Cases for District and School Leaders

by Coby V. Meyers Tiffany S. Aaron Dallas Hambrick Hitt

This course book is designed to empower educational leaders to make effective leadership decisions and take successful action in response to dynamic scenarios in their schools and districts. This insightful book presents real cases from successful school leaders—and the district leaders who supported them—that strategically navigated their way through change processes. Topics include culturally responsive leadership, leading for SEL, championing data use, improving instruction, crisis leadership, and more. Designed for aspiring educational leaders in leadership preparation programs, this book is full of guiding questions, tools, and practical activities to help deepen learning and translate student understanding to strategic change in their own school contexts.

Change Point Analysis: Theory and Application

by Jialiang Li Baisuo Jin

Change point analysis is a crucial statistical technique for detecting structural breaks within datasets, applicable in diverse fields such as finance and weather forecasting. The authors of this book aim to consolidate recent advancements and broaden the scope beyond traditional time series applications to include biostatistics, longitudinal data analysis, high-dimensional data, and network analysis.The book introduces foundational concepts with practical data examples from literature, alongside discussions of related machine learning topics. Subsequent chapters focus on mathematical tools for single- and multiple-change point detection along with statistical inference issues, which provide rigorous proofs to enhance understanding but assume readers have foundational knowledge in graduate-level probability and statistics. The book also expands the discussion into threshold regression frameworks linked to subgroup identification in modern statistical learning and apply change point analysis to functional data and dynamic networks—areas not comprehensively covered elsewhere.Key Features: Comprehensive Coverage of Diverse Applications: This book expands the scope of change point analysis to include biostatistics, longitudinal data, high-dimensional data, and network analysis. This broad applicability makes it a valuable resource for researchers and students across various disciplines Integration of Theory and Practice: The book balances rigorous mathematical theory with practical applications by providing extensive computational examples using R. Each chapter features real-world data illustrations and discussions of relevant machine learning topics, ensuring that readers can see the relevance of theoretical concepts in applied settings Accessibility for Students: The content is designed with graduate-level students in mind, providing clear explanations and structured guidance through complex mathematical tools. Rigorous proofs are included to facilitate understanding without overwhelming readers with overly advanced theories early on The book incorporates computational results using R, showcasing various packages tailored for specific methods or problem domains while providing references for further exploration. By offering a selection of widely adopted methodologies relevant in scientific research as well as business contexts, this text aims to equip junior researchers with essential tools needed for their work in change point analysis.

Change Starts Here: What if Everything Your School Needed Was Right in Front of You?

by Shane Leaning Efraim Lerner

In education, change is inevitable. But despite this, most school change projects falter because they miss what matters most: the human element. Change Starts Here revolutionises how we think about educational change by putting people back at the heart of the process.This groundbreaking book unveils a practical approach that transforms how schools navigate change. At its core lies the innovative double diamond model, a powerful framework that helps school communities discover what truly matters to them and co-create solutions that stick. Through 40 carefully crafted questions and real-world case studies from schools across the world, the authors demonstrate how to replace rigid, top-down directives with authentic, community-driven change.Whether you're wrestling with curriculum reform, teaching development, or new technology, Change Starts Here will help you build consensus, honour diverse perspectives, and create lasting impact. Essential reading for school leaders, teachers, and anyone passionate about making meaningful change in education.

Change and the Internet: An Ethnographic Exploration of Remote Working (Routledge Studies in Anthropology)

by Jens Kjaerulff

This book explores the significance of new information technology for socio-cultural change and provides ethnographic insight into the early days of remote working. It draws on long-term anthropological fieldwork among people in rural Denmark working from home via the internet. Going back to the late 1990s and early 2000s, the study demonstrates how remote and flexible working was mostly practiced informally, fostering incremental changes to the cultural domain of ‘work’. It captures the dilemmas arising from living with multiple arenas and the challenges of balancing work and family life – a predicament which motivates many to embrace remote working. The volume contains an updated introduction and conclusion where the author reflects on the historical moment of his fieldwork and on the impact of the recent Covid-19 pandemic on working practices. The book offers a valuable comment on how to empirically study the social and cultural significance of new information technologies, as well as how to think of and empirically research change anthropologically, situating information technology in a broader offline context of unfolding complex living. It will be of interest to scholars of social anthropology and digital ethnography, as well as others with a focus on social aspects of information technology and on work and organizational studies.

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