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This book explores the use of integrated administrative data to understand and address the significant public health problem of child maltreatment. It examines the use of linked, or integrated, administrative data to increase understanding of population-level needs – and to inform decision-making efforts – within the child welfare system and across other public systems. The book details the technological innovations that have allowed for the accumulation and centralization of large datasets critical to identifying risks of child maltreatment and its negative consequences and to target community and system responses more accurately to address these challenges. Leading experts from the fields of child maltreatment, child welfare, and human services research share their insights and experiences at the forefront of this critical research area and how it is shaping understanding of identification, intervention, and policy affecting children and families. Key areas of coverage include: · Ways in which these data can be leveraged to promote more effective efforts to detect, prevent, and respond to child maltreatment. · Emerging and innovative approaches in the acquisition and use of administrative data to inform the societal and governmental response to child maltreatment. · The use of multisystem data and integrated data systems to conduct predictive analytics, risk monitoring, or policy- and program-focused research and evaluation to inform child welfare system solutions. Strengthening Child Safety and Well-Being Through Integrated Data Solutions is a must-have volume for researchers, professors, and graduate students as well as clinicians, practitioners, policy makers, and related professionals across such disciplines as child and school psychology, social psychology, developmental psychology, public health, clinical social work, educational and public policy, and all related disciplines. .

School Psychology. --- Biotechnology. --- Public health. --- Public Health. --- Chemical engineering --- Genetic engineering --- Psychology, School --- Psychology, Applied --- Community health --- Health services --- Hygiene, Public --- Hygiene, Social --- Public health services --- Public hygiene --- Social hygiene --- Health --- Human services --- Biosecurity --- Health literacy --- Medicine, Preventive --- National health services --- Sanitation --- Biotecnologia --- Infants --- Detecció del maltractament infantil --- Notificació de maltractament infantil

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This book examines the latest methodological advancements in child maltreatment research and practice. It addresses long-standing challenges when working with and serving the child maltreatment population, while offering pragmatic solutions for scientists, caseworkers, and providers. Chapters explore methodological innovations in such areas as screening and detecting child maltreatment, collecting objective data in longitudinal research, causal modeling of adverse health effects, and advancements in both preventive and clinical interventions. Key areas of coverage include methods for: Screening for child maltreatment at the point of contact. Reducing bias and promoting causal inference when examining health effects and etiological processes. Promoting representative samples, objective data collection, and integration of child welfare and medical records to enhance equitable access to care. Intervening with children and families at risk for and exposed to maltreatment. Innovative Methods in Child Maltreatment Research and Practice is a must-have reference for researchers, professors, and graduate students as well as clinicians, therapists, and other professionals in developmental, clinical child, and school psychology. .

Developmental psychology. --- Pediatrics. --- Social psychiatry. --- School Psychology. --- Public health. --- Developmental Psychology. --- Clinical Social Work. --- Child and Adolescence Psychology. --- Public Health. --- Community health --- Health services --- Hygiene, Public --- Hygiene, Social --- Public health services --- Public hygiene --- Social hygiene --- Health --- Human services --- Biosecurity --- Health literacy --- Medicine, Preventive --- National health services --- Sanitation --- Psychology, School --- Psychology, Applied --- Psychiatry, Social --- Clinical sociology --- Mental health --- Psychiatry --- Social medicine --- Social psychology --- Paediatrics --- Pediatric medicine --- Medicine --- Children --- Development (Psychology) --- Developmental psychobiology --- Psychology --- Life cycle, Human --- Diseases --- Health and hygiene --- Detecció del maltractament infantil --- Avaluació del risc per la salut --- Psicologia infantil

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This book discusses issues relating to the application of AI and computational modelling in criminal proceedings from a European perspective. Part one provides a definition of the topics. Rather than focusing on policing or prevention of crime – largely tackled by recent literature – it explores ways in which AI can affect the investigation and adjudication of crime. There are two main areas of application: the first is evidence gathering, which is addressed in Part two. This section examines how traditional evidentiary law is affected by both new ways of investigation – based on automated processes (often using machine learning) – and new kinds of evidence, automatically generated by AI instruments. Drawing on the comprehensive case law of the European Court of Human Rights, it also presents reflections on the reliability and, ultimately, the admissibility of such evidence. Part three investigates the second application area: judicial decision-making, providing an unbiased review of the meaning, benefits, and possible long-term effects of ‘predictive justice’ in the criminal field. It highlights the prediction of both violent behaviour, or recidivism, and future court decisions, based on precedents. Touching on the foundations of common law and civil law traditions, the book offers insights into the usefulness of ‘prediction’ in criminal proceedings.

Criminal law --- Private international law. --- Conflict of laws. --- Mass media. --- Law. --- Computers. --- Law and legislation. --- European Criminal Law. --- Private International Law, International & Foreign Law, Comparative Law . --- IT Law, Media Law, Intellectual Property. --- Legal Aspects of Computing. --- European Union countries. --- Automatic computers --- Automatic data processors --- Computer hardware --- Computing machines (Computers) --- Electronic brains --- Electronic calculating-machines --- Electronic computers --- Hardware, Computer --- Computer systems --- Cybernetics --- Machine theory --- Calculators --- Cyberspace --- Acts, Legislative --- Enactments, Legislative --- Laws (Statutes) --- Legislative acts --- Legislative enactments --- Jurisprudence --- Legislation --- Mass communication --- Media, Mass --- Media, The --- Communication --- Choice of law --- Conflict of laws --- Intermunicipal law --- International law, Private --- International private law --- Private international law --- Law --- Legal polycentricity --- Civil law --- Intel·ligència artificial --- Investigació criminal --- Països de la Unió Europea --- Investigació de delictes --- Investigació policial --- Policia judicial --- Procediment penal --- Criminalística --- Interrogatori policial --- Persones desaparegudes --- Prova penal --- Detecció del maltractament infantil --- Detectius --- Identificació de l'escriptura --- Intervenció de les comunicacions --- Ciència cognitiva --- Mètodes de simulació --- Processament de dades --- Sistemes autoorganitzatius --- Aprenentatge automàtic --- Demostració automàtica de teoremes --- Intel·ligència artificial distribuïda --- Intel·ligència computacional --- Sistemes adaptatius --- Tractament del llenguatge natural (Informàtica) --- Raonament qualitatiu --- Representació del coneixement (Teoria de la informació) --- Sistemes de pregunta i resposta --- Traducció automàtica --- Visió per ordinador --- Xarxes neuronals (Informàtica) --- Xarxes semàntiques (Teoria de la informació) --- Agents intel·ligents (Programes d'ordinador) --- Programació per restriccions --- Vida artificial --- Unió Europea, Països de la --- Europa --- Alemanya --- Àustria --- Bèlgica --- Dinamarca --- Espanya --- Finlàndia --- França --- Gran Bretanya --- Grècia --- Irlanda --- Itàlia --- Luxemburg --- Països Baixos --- Portugal --- Suècia --- Operacions policials encobertes