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Antitrust compliance scholarship, particularly with a focus on collusion, has been an area of study for some time. Changes in technology and the rise of artificial intelligence (AI) and machine-learning create new possibilities both for anti-competitive behavior and to aid in detection of such algorithmic collusion. To some extent, AI collusion takes traditional ideas of collusion and simply provides a technological overlay to them. However, in some instances, the mechanisms of both collusion and detection can be transformed using AI. This handbook chapter discusses existing theoretical and empirical work, and identifies research gaps as well as avenues for new scholarship on how firms or competition authorities might invest in AI compliance to improve detection of wrong doing. We suggest where AI collusion is possible and offer new twists to where prior work has not identified possible collusion. Specifically, we identify the importance of AI to address the “trust” issue in collusion. We also identify that AI collusion is possible across non-price dimensions, such as manipulated product reviews and ratings, and discuss potential screens involving co-movements of prices and ratings. We further emphasize that AI may encourage entry, which may limit collusive prospects. Finally, we discuss how AI can be used to help with compliance both at the firm level and by competition authorities.
This book provides original, diverse, and timely insights into the nature, scope, and implications of Artificial Intelligence (AI), especially machine learning and natural language processing, in relation to contracting practices and contract law. The chapters feature unique, critical, and in-depth analysis of a range of topical issues, including how the use of AI in contracting affects key principles of contract law (from formation to remedies), the implications for autonomy, consent, and information asymmetries in contracting, and how AI is shaping contracting practices and the laws relating to specific types of contracts and sectors. The contributors represent an interdisciplinary team of lawyers, computer scientists, economists, political scientists, and linguists from academia, legal practice, policy, and the technology sector. The chapters not only engage with salient theories from different disciplines, but also examine current and potential real-world applications and implications of AI in contracting and explore feasible legal, policy, and technological responses to address the challenges presented by AI in this field. The book covers major common and civil law jurisdictions, including the EU, Italy, Germany, UK, US, and China. It should be read by anyone interested in the complex and fast-evolving relationship between AI, contract law, and related areas of law such as business, commercial, consumer, competition, and data protection laws.
In a series of ingenious studies, social psychologist Stanley Milgram, examined the impact of modern society on the psychology of individuals. His most famous experiment saw participants commanded to administer painful electric shocks to supposed fellow volunteers and their compliance raised serious questions about the limits of moral autonomy and the ability of individuals to resist authority. Lunt explores the historical and cultural setting of Milgram's social psychology, his intellectual roots and the continuing relevance of his research today. This authoritative introduction is essential reading for all those interested in the psychology of power and obedience.
This book focuses on the role of education in relation to music and gender. Invoking a concept of musical patriarchy and a theory of the social construction musical meanings, Lucy Green shows how women's musical practices and gendered musical meanings have been reproduced, hand in hand, through history. Covering a wide range of music, including classical, jazz and popular styles, Dr Green uses ethnographic methods to convey the everyday interactions and experiences of girls, boys, and their teachers. She views the contemporary school music classroom as a microcosm of the wider society, and reveals the participation of music education in the continued production and reproduction of gendered musical practices and meanings.
Analyzing experiences of White mothers of daughters and sons of color across the U. S., Chandler provides an insider’s view of the complex ways in which Whiteness norms appear and operate. Through uncovering and analyzing Whiteness norms occurring across motherhood stages, Chandler has developed a model of three common ways of interacting with the norms of Whiteness: colluding, colliding, and contending. Chandler’s results suggest that collisions with Whiteness norms are a necessary step to increasing one’s racial literacy which is essential for effective contentions with norms of Whiteness. She proposes steps for applying her model in education settings, which can also be applied in other organizational contexts.
This book focuses on the concept and role of relational practices as a way to understand and study processes of organizing. Relational practices are conceived as an ongoing, everyday process resulting in more participative ways of organizing.
This book bridges the gap between theory and practice, incorporating real-world case studies to show how organisations and leaders can adapt after the global unrest and uncertainty caused by the COVID-19 pandemic and more recent challenges. Drawing from expert opinions across the world to highlight the current challenges and opportunities within this sector, it explores how these ideas can be effectively applied within the workplace. The book covers a wealth of topical and relevant themes that include defining wellbeing in a modern world, toxic leadership, mental health first aid, the application of positive psychology, and what the ‘new normal’ might look like. Together, these contributions offer a rich look into how Occupational Health and Wellbeing practices have developed, struggled and thrived. The COVID-19 pandemic forced many organisations to adapt fast and became the most significant accelerator in recent times for embracing, enhancing and improving employee health and wellbeing. Understanding this, the book demonstrates how Occupational Health and Wellbeing continues to rise on the corporate agenda as a key contributor to employee satisfaction, engagement and retention, increased financial stability and overall organisational success. The book is essential reading for senior executives, leaders and professionals involved in occupational health, human resources, health, safety and wellbeing, people support, people development, employee assistance, counselling as well as students within organisational and occupational psychology.
Education management and leadership is a key area of study in education. Educational Management: Major Themes in Education brings together the most important literature in the field, exploring the historical context, the training and development of leaders and their roles in leading people and managing resources in education. The collection provides a focus on the major issues which are current in educational management throughout the world. The four volumes are arranged thematically, as follows: Volume 1: Educational Values Values and Religion Emotions and Gender Politics and Micropolitics Volume 2: Educational Theory Theory School of Effectiveness and School Improvement Financial Management and LSM Further Education Volume 3: Educational Leadership Leadership and Headteachers Learning Leadership Middle Leadership Volume 4: Educational Change History and Research Strategy, Marketing, Change and Culture A new introduction by the editor provides an overview of the field and guides the reader through this wealth of material. Titles also available in this series include, Literacy (June 2004, 4 Volumes, £495), Special Educational Needs and Inclusive Education (August 2004, 4 Volumes, £495) and the forthcoming Early Years Education (2005, c.4 Volumes, c. £475)
‘Digital competition’, a term and concept that has risen to the forefront of competition law, may be viewed as both promising and cautionary: on the one hand, it brings the promises of increased speed, efficiency and objectivity, and, on the other, it entails potential pitfalls such as hard-to-identify pathways to unfair pricing, dominant positions and their potential abuse, restriction of choice and abuse of personal data. Accordingly, jurisdictions around the world are taking measures to deal with the phenomenon. In this concise but thoroughly researched book – both informative and practical – lawyers from two prominent firms with specialised digital competition teams take stock and examine the state of digital competition in the enforcement practices of six competition authorities in Europe, most of these forerunners in the field of digital competition policy and enforcement. The competition authorities surveyed are those of the European Union, the United Kingdom, France, Germany, the Netherlands and Belgium. For each, an overview, spanning the period from 2012 to mid-2022 but including as many landmark cases as possible up to and including December 2022, includes not only landmark cases in which digital technologies have had a significant impact on the competition law outcome but also guidance documents such as speeches, policy statements, industry surveys and research reports. Activities and enforcement practices of the various authorities include the following and more: degree of activity; focus of the activity; enforcement styles; enforcement instruments; visible effectiveness of enforcement; and important insights and outlooks. Each overview contains separate chapters on cartel prohibition, the prohibition of abuse of a dominant position and merger control. Additional chapters – partially written by guest authors (who are all without a doubt true thought leaders: Tristan Byrne, Giuseppe Colangelo, Ai Deng, Teodora Groza, Daniel Mândrescu, Wolf Sauter, Thibault Schrépel, and Gareth Shier) – evaluate the similarities and differences in the enforcement practices and the positive and negative effects of digital competition in the jurisdictions investigated, the economic context, the most important game changers, and a concluding chapter offers recommendations. An indispensable guide to quickly and accessibly acquiring in-depth knowledge of competition law in the digital sector, this matchless volume is a must-read for any practitioner or academic who encounters competition law related to digital markets. The dilemmas and challenges of the new competition law reality – which is here already, like it or not – are clearly explained here for the benefit of regulators, academics, policymakers, judges, in-house counsel and lawyers specialising in competition law and intellectual property law.