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The Cambridge Handbook of Behavioural Data Science offers an essential exploration of how behavioural science and data science converge to study, predict, and explain human, algorithmic, and systemic behaviours. Bringing together scholars from psychology, economics, computer science, engineering, and philosophy, the Handbook presents interdisciplinary perspectives on emerging methods, ethical dilemmas, and real-world applications. Organised into modular parts-Human Behaviour, Algorithmic Behaviour, Systems and Culture, and Applications—it provides readers with a comprehensive, flexible map of the field. Covering topics from cognitive modelling to explainable AI, and from social network analysis to ethics of large language models, the Handbook reflects on both technical innovations and the societal impact of behavioural data, and reinforces concepts in online supplementary materials and videos. The book is an indispensable resource for researchers, students, practitioners, and policymakers who seek to engage critically and constructively with behavioural data in an increasingly digital and algorithmically mediated world.
Autonomy is one of the central aspirations of our time, yet there is a growing worry that autonomy, as we have understood and practised it, has not liberated us but subjected us to new forms of domination. In his ground-breaking reinterpretation of Kant and Hegel, Thomas Khurana reveals the source of these problems in the very concept of autonomy and develops a new understanding of human self-determination. While the dominant conception of autonomy gives rise to the paradox of self-legislation and remains caught up in a dualistic opposition of freedom and nature, we can overcome these problems by understanding freedom as a form of life. Elaborating both Kant's and Hegel's compelling concepts of life, Khurana shows that we are not autonomous despite or against our living nature, but by inhabiting it in the right way. To understand freedom, we need a critical theory of our second nature.
Brain imaging is the foundation of cognitive neuroscience research and increasingly important for many domains in the behavioral sciences. This book provides a complete introduction to brain imaging for students, using non-technical and accessible language. Each chapter presents a specific brain imaging modality within its scientific context, addressing practical implementation, experimental design considerations, and analytical approaches. All the most commonly used techniques are covered, including fMRI, EEG, MEG, PET, TMS, FNIRS, and ECoG. By examining the latest tools in the field today, readers will develop critical skills for selecting appropriate techniques to address specific research questions in their own work. The authors draw upon their substantial experience as both researchers and educators in brain imaging and neuroscience to turn technical complexities into approachable concepts. This book provides an essential foundation for newcomers to brain imaging while offering valuable methodological insights for more advanced students.
This volume of new essays offers a substantial, systematic and detailed analysis of how various Aristotelian doctrines are central to and yet in important ways transformed by Kant's thought. The essays present new avenues for understanding many of Kant's signature doctrines, such as transcendental idealism, the argument of the Transcendental Deduction, and the idea that moral law is given to us as a 'fact of reason,' as well as a number of other topics of central importance to Kant's theoretical and practical philosophy, including self-consciousness, objective validity, the Principle of Sufficient Reason, virtue, and the moral significance of the consequences of action. Two introductory essays outline the volume's central exegetical commitments and anchor its approach in the immediate historical context. The resulting volume emphasizes the continuities between Kant's Critical philosophy and the Scholastic-Aristotelian tradition, and presents, for the first time, a synoptic overview of this new, 'Aristotelian' reading of Kant.
Brimming with fresh insights, this volume offers a comprehensive overview of the personal, cultural, intellectual, professional, political and religious contexts in which immensely gifted brother and sister Fanny Hensel (née Mendelssohn) and Felix Mendelssohn Bartholdy lived and worked. Based on the latest research, it explores nineteenth-century musical culture from different yet complementary perspectives, including gender roles, private vs public music-making, cultural institutions, and reception history. Thematically organised, concise chapters cover a broad range of topics from family, friends and colleagues, to poetry, art and aesthetics, foreign travel, celebrity and legacy. With contributions from a host of Mendelssohn and Hensel experts as well as leading scholars from disciplines beyond musicology it sheds new light on the environments in which the Mendelssohns moved, promoting a deeper understanding their music.
Andrew Park tells the story of the rise and fall of the plebiscite, once seen as a promising democratic solution to international conflict which – more than once – became embroiled in controversy and war in the first half of the twentieth century. The book's central figure is the brilliant but largely forgotten American scholar Sarah Wambaugh, the leading expert on the plebiscite technique whose dramatic career took her to many of the world's political hotspots. The norms she developed for the technique continue to shape how self-determination and popular suffrage in international affairs are thought about and conducted today. In a world where borders are again being redrawn by force and democracy everywhere appears under strain, this book is a timely and compelling reminder that such events are not new.
In The U.S. Presidency, E. Thomas Sullivan and Richard W. Painter examine the evolving state of presidential power in the United States, specifically facilitating discussion and debate concerning the power, responsibility, and accountability of U.S. Presidents. How is power acquired? How is it used or misused? How are the President's powers checked and how are they held accountable to and by the people? Rather than promote a single theory of presidential power, Sullivan and Painter answer these questions with a wide range of arguments for and against power in a broad number of circumstances and Supreme Court holdings. Grounded in the intersection of law, politics, and history, this book engages readers across disciplines, helping them understand the remarkable transformation of the United States presidency. Objective and timely, The U.S. Presidency makes a case for a democratic model of self-government centered on accountability and the rule of law.
For the first time since its publication in 1874, this volume presents the text and illustrations of the first edition of Far from the Madding Crowd, a definitive work of nineteenth-century literature and the novel that made Thomas Hardy famous. It includes in footnotes all the revisions that Hardy made to the work, both in manuscript and serial, before 1874 and in numerous subsequent editions. A carefully-researched, accessibly-written introduction examines in detail the successive stages in Hardy's initial inscription and subsequent adjustments to the work from 1873 to the 1920s, and includes analysis of contemporary reviews, as well as a previously unpublished account of the relationship between the novel and George Eliot's Middlemarch. Appendices include discarded manuscript fragments, a discussion of the environments of the novel and consideration of the work of the compositors who first set the novel in type.
Augustine's Confessions, written between AD 394 and 400, is an autobiographical work which outlines his youth and his conversion to Christianity. It is one of the great texts of Late Antiquity, the first Western Christian autobiography ever written, and it retains its fascination for philosophers, theologians, historians, and scholars of religious studies today. This Critical Guide engages with Augustine's creative appropriation of the work of his predecessors in theology generally, in metaphysics, and in philosophy as therapy for the soul, and reframes a much discussed - but still poorly understood - passage from the Confessions with respect to recent philosophy. The volume represents the best of contemporary scholarship on Augustine's Confessions from a variety of disciplinary perspectives, and builds on existing scholarship to develop new insights, explore underappreciated themes, and situate Augustine in the thought of his own day as well as ours.
The International Monetary Fund (IMF) has emerged as a key player in climate policy. The organization introduced its Climate Strategy in 2021 and established the Resilience and Sustainability Facility in 2022 to provide financial support to countries facing adaptation and mitigation challenges. The IMF's closer engagement with the economic dimensions of climate change holds the promise of helping countries pre-empt large-scale economic dislocations from climate risks. But how much progress has the IMF made in supporting the green transition? What is the policy track record of the IMF's climate loans? How do regular IMF loans and mandated reforms encompass climate considerations? How have the IMF's economic surveillance activities considered climate risks? Based on new evidence, the findings in this Element point to the multifaceted, and at times contradictory, ways green transition objectives have become embedded within IMF activities. This title is also available as Open Access on Cambridge Core.
Written by leaders in the field, this text showcases some of the remarkable properties of the finite Toda lattice and applies this theory to establish universality for the associated Toda eigenvalue algorithm for random Hermitian matrices. The authors expand on a 2019 course at the Courant Institute to provide a comprehensive introduction to the area, including previously unpublished results. They begin with a brief overview of Hamiltonian mechanics and symplectic manifolds, then derive the action-angle variables for the Toda lattice on symmetric matrices. This text is one of the first to feature a new perspective on the Toda lattice that does not use the Hamiltonian structure to analyze its dynamics. Finally, portions of the above theory are combined with random matrix theory to establish universality for the runtime of the associated Toda algorithm for eigenvalue computation.
What causes a Western democratic leader to stop even feigning to value the law of war? Unlike past US presidents, who at least paid lip service to the law of armed conflict, Donald Trump has openly flouted it: pardoning war criminals; denigrating the Geneva Conventions; praising torture; and discarding military norms of restraint. This gripping account depicts how Trump has upended assumptions about America's outward commitment to the law of war, exposing the conditions that make such defiance possible. Drawing on in-depth case studies and original survey analysis, Thomas Gift explains how Trump has relied on right-wing media and allies in Congress to attack the law of war – not in the shadows, but in broad daylight. Killing Machines cautions that Trump's approach is not an aberration – it's a playbook other leaders could follow. This title is also available as Open Access on Cambridge Core.
Designed for educators, researchers, and policymakers, this insightful book equips readers with practical strategies, critical perspectives, and ethical insights into integrating AI in education. First published in Swedish in 2023, and here translated, updated, and adapted for an English-speaking international audience, it provides a user-friendly guide to the digital and AI-related challenges and opportunities in today's education systems. Drawing upon cutting-edge research, Thomas Nygren outlines how technology can be usefully integrated into education, not as a replacement for humans, but as a tool that supports and reinforces students' learning. Written in accessible language, topics covered include AI literacy, source awareness, and subject-specific opportunities. The central role of the teacher is emphasized throughout, as is the importance of thoughtful engagement with technology. By guiding the reader through the fastevolving digital transformation in education globally, it ultimately enables students to become informed participants in the digital world.
In the 75th Hamlyn Lectures, former Lord Chief Justice of England and Wales Lord Thomas examines Welsh law and the law used for transnational commerce to assess what laws are best national in their application and which are best transnational. He first argues that Wales as a nation should be able to make its own laws on the basis of clear principles and sets out possible solutions to the issues raised by the devolution of law-making powers in 1999. He then explains the success of English commercial law in attaining transnational use and examines the emergence of transnational law from the late nineteenth century. At a time of unprecedented change and competition, his analysis of the present position of the use of English law for transnational commerce and the challenges it faces provides the essential context for a series of practical options for its continued use in the future.
Reports of paediatric cardiac neurodevelopmental programmes are predominately limited to high-volume surgical centres. Regional characterisation of neurodevelopmental care practices across multiple centres both with and without cardiac surgery programmes has not yet been described.
Objective:
Assess cardiac neurodevelopmental infrastructure and approach across New England to describe regional support for children with CHD.
Methods:
A 16-item survey assessing inpatient and outpatient neurodevelopmental care practices was sent electronically via REDCap to all member institutions of the New England Congenital Cardiology Association Health Disparities Working Group. Centres were characterised by surgical capability, annual volume, and academic affiliation. Descriptive statistics and Fisher’s exact test were used for comparisons.
Results:
The survey response rate was 90% (9/10). Participating centres included non-surgical academic centres (55%), small surgical centres (22%) and medium-large surgical centres (22%). Surgical centres typically refer their patients to internal neurodevelopmental services (100%) and rely on automatic referral processes (100%). Non-surgical centres predominately refer to the institution where cardiac surgery was performed (80%) compared to engaging local teams (20%) and depend on family or physician-initiated referral (100%) to schedule neurodevelopmental services. While none of the non-surgical centres surveyed have cardiac-specific neurodevelopmental programmes, all have other developmental programmes that accommodate children with CHD.
Conclusions:
Varying neurodevelopmental infrastructure and resources are reported across New England. Academic, non-surgical centres may have infrastructure for neurodevelopmental follow-up despite not having cardiac neurodevelopmental programmes. Collaboration between surgical and non-surgical cardiac centres in New England may be leveraged to promote neurodevelopmental care closer to home.
This article examines how Native Nations and institutions have been affected by a new directive in the revised NAGPRA regulations, the duty of care provision (43 CFR 10.1(d)), with a focus on the care of Indigenous Ancestral remains and cultural items. The Native Nation’s perspective is provided by the Osage Nation and the Eastern Band of Cherokee Indians. The South Carolina Institute of Archaeology and Anthropology; the University of Tennessee, Knoxville; the Illinois State Museum; and Indiana University share their viewpoints as institutions that house Indigenous Ancestral remains, cultural items, and archaeological collections and describe the initial impacts of the revised legislation on their programs. There are several key takeaways of its initial effects, including (1) an increased burden to Native Nations, given the substantial uptick in requests for consultation linked to new requirements for consent and the revised definitions of cultural items and research (although the end result of more consultations leading to repatriations is desired), (2) a disconnect between Native Nations and institutions regarding cultural item identification, (3) a strengthening of existing NAGPRA-related institutional policies and procedures, and (4) an emphasis on the importance of consultation between institutions and Native Nations to facilitate repatriation.
The drivers of the unsustainable consumption of animal products have been researched, but, to date, no studies have specifically examined the interplay between perceptions of biodiversity loss consequences, beliefs in its existence and significance and the consumption of animal skin and fur products. We explore how people’s perceived consequences of biodiversity loss are associated with their consumption preferences and behaviours related to animal fur/skin products in varying scenarios of biodiversity loss beliefs. Applying Bayesian mindsponge framework analytics to a dataset of 535 Vietnamese urban residents (with 85.05% holding an undergraduate or higher degree), we found that, for people viewing biodiversity loss as real and significant, perceived consequences of biodiversity loss were negatively associated with the preference for animal skin/fur products. Conversely, when they viewed biodiversity loss as unreal or real but insignificant, the association was the reverse. Regarding the ownership of skin/fur products, among those who considered biodiversity loss insignificant, perceived consequences of biodiversity loss were correlated with owning more such products. However, for individuals who saw biodiversity loss as a major issue or denied its existence, ownership remained unaffected by perceptions of its consequences. These findings underscore the need for interdisciplinary research in sociocultural and environmental psychology to improve our understanding of the human–nature relationship and inform evidence-based policies integrating science and humanistic values.
Understanding how bubbles on a substrate respond to ultrasound is crucial for applications from industrial cleaning to biomedical treatments. Under ultrasonic excitation, bubbles can undergo shape deformations due to Faraday instability, periodically producing high-speed jets that may cause damage. While recent studies have begun to elucidate this behaviour for free bubbles, the dynamics of wall-attached bubbles is still largely unexplored. In particular, the selection and evolution of non-spherical modes in these bounded systems have not previously been resolved in three dimensions, and the resulting jetting dynamics has yet to be compared with that observed in free bubbles. In this study, we investigate individual micrometric air bubbles in contact with a rigid substrate and subjected to ultrasound. We introduce a novel dual-view imaging technique that combines top-view bright-field microscopy with side-view phase-contrast X-ray imaging, enabling visualisation of bubble shape evolution from two orthogonal perspectives. This set-up reveals the progression of bubble shape through four distinct dynamic regimes: purely spherical oscillations, onset of harmonic axisymmetric meniscus waves, emergence of half-harmonic axisymmetric Faraday waves and the superposition of half-harmonic sectoral Faraday waves. This stepwise evolution contrasts with the behaviour of free bubbles, which exhibit their ultimate Faraday wave pattern immediately upon instability onset. For the substrate chosen, the resulting shape-mode spectrum appears to be degenerate and exhibits a continuous range of shape mode degrees, in line with our theoretical predictions derived from kinematic arguments. While free bubbles also display a degenerate spectrum, their shape mode degrees remain discrete, constrained by the bubble spherical periodicity. Experimentally measured ultrasound pressure thresholds for the onset of Faraday instability agree well with classical interface stability theory, modified to incorporate the effects of a rigid boundary. Complementary three-dimensional boundary element simulations of bubble shape evolution align closely with experimental observations, validating this method’s predictive capability. Finally, we determine the acceleration threshold at which shape mode lobes initiate cyclic jetting. Unlike free bubbles, jetting in wall-attached bubbles consistently emerges from the side not restricted by the substrate.
Functional disorders (FDs) are associated with internalizing disorders (IDs). Studies investigating the nature of these associations over time are limited. We tested the direction of causation between measures of IDs (major depressive disorder [MDD], generalized anxiety disorder [GAD]) and FDs (fibromyalgia [FM] and myalgic encephalomyelitis/chronic fatigue syndrome [ME/CFS]) measured across two waves of longitudinal data (N = 108,034 and N = 73,590).
Methods
The Lifelines Cohort Study is a large prospective population-based cohort study in the northeast of the Netherlands. We tested competing causal models for the longitudinal association between IDs and FDs and, to follow-up results from the model with all IDs and FDs, tested the direction of causation between MDD and FM.
Results
FDs were more stable over time than IDs. Initial model comparisons support a bidirectional relationship between most IDs and FDs. Follow-up analyses support a unidirectional model where FM predicts MDD over time (β = 0.14, 95% confidence interval = [0.11, 0.18]), but not vice versa.
Conclusions
The cross-time associations between ME/CFS, MDD, and GAD appear bidirectional (causal in both directions). Our results are consistent with, but not demonstrative of, a causal relationship from FM to MDD. The consequences of specific FDs vary, underscoring the value of studying these conditions as distinct constructs.
Some of the most accessible sources for African maps are the new atlases which have been published since World War II. If we interpret the term “atlas” loosely so as to include any assemblage of maps which can be placed on a book shelf, the range of subject materials covered is surprisingly large -- from agriculture to zoogeography. But despite the wealth of data which is presented in convenient map form, it is difficult to obtain information about atlases and their contents. The purpose of this article is to provide a guide to the kinds of information which is available, and a list of atlases and other publications with African maps which have appeared since 1945.
The analysis is based mainly upon atlases examined at the Map Division in the Library of Congress, at the American Geographical Society in New York, and at the University of California, Los Angeles. A few additional atlases were obtained through inter-library loan. Mrs. Clara Egli LeGear, of the Map Division, Library of Congress, provided especially helpful bibliographic aid at the early stages of the survey. This article is a part of a research project supported by the African Studies Center at U. C. L. A. More extension listings of African maps and atlases are in preparation; the authors would therefore welcome comments upon errors or omissions which may be noted in the article.