Download or read book Clinical Data Mining in Practice Based Research written by Irwin Epstein and published by Routledge. This book was released on 2002-05-08 with total page 190 pages. Available in PDF, EPUB and Kindle. Book excerpt: Design more effective social work programs with research data from your clinical files! A well-planned research program helps social workers provide consistent, effective services to their clients, but stretched budgets and tight schedules make it difficult to find the resources for data gathering. Clinical Data-Mining in Practice-Based Research shows how you can use the existing records already kept by every health-care institution as your primary data source. By analyzing documented clinical information, you can do groundbreaking research and custom-tailor programs to fit the specific needs of your department. Clinical Data-Mining in Practice-Based Research draws from the experiences of members of the Mount Sinai Department of Social Work staff. By analyzing case data, these professionals were able to identify biopsychosocial factors that affected social-health outcomes. These practice-based research strategies helped social work professionals see their own work more clearly and helped improve the quality of direct services, interventions, new programs, and case evaluations. Clinical Data-Mining in Practice-Based Research shows the benefits of practice-based research, including: enhancing clinical and administrative functions encouraging direct-service workers to become more reflective fostering cooperation between social workers and other staff members designing earlier, easier, and more effective interventions contributing to continuing education for staff members improving patient care and satisfaction The detailed discussions in this book will help you apply these techniques toward improving your own service. Clinical Data-Mining in Practice-Based Research offers fresh and exciting ideas that can be applied in small health-care agencies or giant medical centers. It will become a trusted reference for administrators, social workers, researchers, and educators in the field.

Download or read book Clinical Data Mining written by Irwin Epstein and published by Oxford University Press. This book was released on 2009-11-02 with total page 241 pages. Available in PDF, EPUB and Kindle. Book excerpt: Clinical Data-Mining (CDM) involves the conceptualization, extraction, analysis, and interpretation of available clinical data for practice knowledge-building, clinical decision-making and practitioner reflection. Depending upon the type of data mined, CDM can be qualitative or quantitative; it is generally retrospective, but may be meaningfully combined with original data collection. Any research method that relies on the contents of case records or information systems data inevitably has limitations, but with proper safeguards these can be minimized. Among CDM's strengths however, are that it is unobtrusive, inexpensive, presents little risk to research subjects, and is ethically compatible with practitioner value commitments. When conducted by practitioners, CDM yields conceptual as well as data-driven insight into their own practice- and program-generated questions. This pocket guide, from a seasoned practice-based researcher, covers all the basics of conducting practitioner-initiated CDM studies or CDM doctoral dissertations, drawing extensively on published CDM studies and completed CDM dissertations from multiple social work settings in the United States, Australia, Israel, Hong Kong and the United Kingdom. In addition, it describes consulting principles for researchers interested in forging collaborative university-agency CDM partnerships, making it a practical tool for novice practitioner-researchers and veteran academic-researchers alike. As such, this book is an exceptional guide both for professionals conducting practice-based research as well as for social work faculty seeking an evidence-informed approach to practice-research integration.

Download or read book Clinical Data Mining in Practice Based Research written by Irwin Epstein and published by Routledge. This book was released on 2001 with total page 209 pages. Available in PDF, EPUB and Kindle. Book excerpt: This groundbreaking book will show you how to use existing patient records to do original research so you can custom-tailor programs to fit the specific needs of your department. Clinical Data-Mining in Practice-Based Research draws from the experiences of members of the Mount Sinai Department of Social Work staff. By analyzing case data, these professionals were able to identify biopsychosocial factors that affected social-health outcomes, and therefore to assess, maintain, and improve the quality of social work services. The detailed discussions in this book will help you apply these techniques toward improving your own service.

Download or read book Clinical Data Mining in an Allied Health Organisation written by Roslyn Giles and published by Sydney University Press. This book was released on 2018-08-30 with total page 276 pages. Available in PDF, EPUB and Kindle. Book excerpt: Clinical Data Mining in an Allied Health Organisation: A Real World Experience shows how data-mining methodology can be used to promote quality management and research, reflecting on the ways in which this approach transforms practice by encouraging practitioner and organisational learning, client-focused service improvement and professional role satisfaction.

Download or read book Practice Based Research in Social Work written by Sarah-Jane Dodd and published by Routledge. This book was released on 2012-03-12 with total page 219 pages. Available in PDF, EPUB and Kindle. Book excerpt: This unique textbook explores practice-based research (PBR), using numerous practice examples to actively encourage and engage students and practitioners to embrace research as a meaningful support for their practice. Whilst evidence-based practice gives practitioners access to information about "universal" best practices, it does not prioritize practitioner-generated knowledge or promote new research-based interventions relevant to their own practice circumstances as PBR does. This book discusses the evolution of PBR as a distinct social work research approach, describes its principles and methods and presents a range of exemplars illustrating the application of PBR within different practice methods in different practice settings. The chapters cover: Identifying the research question in a PBR model Designing a study and identifying a methodology Sampling Literature reviews Gathering data Ethics Analyzing data and interpreting results Putting research into practice Viewing the practitioner as central to the research process, and research as a necessary component of practice, this invaluable book emphasizes the seamless integration of practice and research. It is about research in social work practice rather than research on social work practice. Each chapter includes an overview, an introduction, and a key concepts summary. Practice-Based Research in Social Work is a very accessible text suitable for social work students, particularly MSW students, and practitioners.

Download or read book Clinical Data Mining written by Irwin Epstein and published by Oxford University Press. This book was released on 2010 with total page 241 pages. Available in PDF, EPUB and Kindle. Book excerpt: Clinical Data-Mining (CDM) involves the conceptualization, extraction, analysis, and interpretation of available clinical data for practice knowledge-building, clinical decision-making and practitioner reflection. Depending upon the type of data mined, CDM can be qualitative or quantitative; it is generally retrospective, but may be meaningfully combined with original data collection.Any research method that relies on the contents of case records or information systems data inevitably has limitations, but with proper safeguards these can be minimized. Among CDM's strengths however, are that it is unobtrusive, inexpensive, presents little risk to research subjects, and is ethically compatible with practitioner value commitments. When conducted by practitioners, CDM yields conceptual as well as data-driven insight into their own practice- and program-generated questions.This pocket guide, from a seasoned practice-based researcher, covers all the basics of conducting practitioner-initiated CDM studies or CDM doctoral dissertations, drawing extensively on published CDM studies and completed CDM dissertations from multiple social work settings in the United States, Australia, Israel, Hong Kong and the United Kingdom. In addition, it describes consulting principles for researchers interested in forging collaborative university-agency CDM partnerships, making it a practical tool for novice practitioner-researchers and veteran academic-researchers alike.As such, this book is an exceptional guide both for professionals conducting practice-based research as well as for social work faculty seeking an evidence-informed approach to practice-research integration.

Download or read book Clinical Data Mining for Physician Decision Making and Investigating Health Outcomes Methods for Prediction and Analysis written by Cerrito, Patricia and published by IGI Global. This book was released on 2010-06-30 with total page 370 pages. Available in PDF, EPUB and Kindle. Book excerpt: "This book shows how the investigation of healthcare databases can be used to examine physician decisions to develop evidence-based treatment guidelines that optimize patient outcomes"--Provided by publisher.

Download or read book Cases on Health Outcomes and Clinical Data Mining Studies and Frameworks written by Cerrito, Patricia and published by IGI Global. This book was released on 2010-02-28 with total page 464 pages. Available in PDF, EPUB and Kindle. Book excerpt: "Because so much data is now becoming readily available to investigate health outcomes, it is important to examine just how statistical models are used to do this. This book studies health outcomes research using data mining techniques"--Provided by publisher.

Download or read book Big Data Enabled Nursing written by Connie W. Delaney and published by Springer. This book was released on 2017-11-02 with total page 504 pages. Available in PDF, EPUB and Kindle. Book excerpt: Historically, nursing, in all of its missions of research/scholarship, education and practice, has not had access to large patient databases. Nursing consequently adopted qualitative methodologies with small sample sizes, clinical trials and lab research. Historically, large data methods were limited to traditional biostatical analyses. In the United States, large payer data has been amassed and structures/organizations have been created to welcome scientists to explore these large data to advance knowledge discovery. Health systems electronic health records (EHRs) have now matured to generate massive databases with longitudinal trending. This text reflects how the learning health system infrastructure is maturing, and being advanced by health information exchanges (HIEs) with multiple organizations blending their data, or enabling distributed computing. It educates the readers on the evolution of knowledge discovery methods that span qualitative as well as quantitative data mining, including the expanse of data visualization capacities, are enabling sophisticated discovery. New opportunities for nursing and call for new skills in research methodologies are being further enabled by new partnerships spanning all sectors.

Download or read book Data Mining and Medical Knowledge Management Cases and Applications written by Berka, Petr and published by IGI Global. This book was released on 2009-02-28 with total page 464 pages. Available in PDF, EPUB and Kindle. Book excerpt: The healthcare industry produces a constant flow of data, creating a need for deep analysis of databases through data mining tools and techniques resulting in expanded medical research, diagnosis, and treatment. Data Mining and Medical Knowledge Management: Cases and Applications presents case studies on applications of various modern data mining methods in several important areas of medicine, covering classical data mining methods, elaborated approaches related to mining in electroencephalogram and electrocardiogram data, and methods related to mining in genetic data. A premier resource for those involved in data mining and medical knowledge management, this book tackles ethical issues related to cost-sensitive learning in medicine and produces theoretical contributions concerning general problems of data, information, knowledge, and ontologies.

Download or read book Data Mining in Public and Private Sectors Organizational and Government Applications written by Syvajarvi, Antti and published by IGI Global. This book was released on 2010-06-30 with total page 448 pages. Available in PDF, EPUB and Kindle. Book excerpt: The need for both organizations and government agencies to generate, collect, and utilize data in public and private sector activities is rapidly increasing, placing importance on the growth of data mining applications and tools. Data Mining in Public and Private Sectors: Organizational and Government Applications explores the manifestation of data mining and how it can be enhanced at various levels of management. This innovative publication provides relevant theoretical frameworks and the latest empirical research findings useful to governmental agencies, practicing managers, and academicians.

Download or read book Research Techniques for Clinical Social Workers written by M. Elizabeth Vonk and published by Columbia University Press. This book was released on 2007-01-02 with total page 265 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume has long been an invaluable resource for students and practitioners of social work. It thoroughly and clearly presents research concepts and skills, uniquely organizing them according to assessment and treatment formulation, treatment implementation and monitoring, and evaluation. Also, numerous practice cases and detailed exercises offer a complete grasp of crucial concepts and techniques. This new edition reflects contemporary developments in practice research, such as an emphasis on empirical or evidence-based practice; the importance of evaluation within the managed-care environment; the role of social work ethics in practice research; the value of qualitative research methodology for particular aspects of monitoring and evaluation; and the role of computer technology and the use of the Internet.

Download or read book Medical Data Mining and Knowledge Discovery written by Krzysztof J. Cios and published by Physica. This book was released on 2001-01-12 with total page 528 pages. Available in PDF, EPUB and Kindle. Book excerpt: Modern medicine generates, almost daily, huge amounts of heterogeneous data. For example, medical data may contain SPECT images, signals like ECG, clinical information like temperature, cholesterol levels, etc., as well as the physician's interpretation. Those who deal with such data understand that there is a widening gap between data collection and data comprehension. Computerized techniques are needed to help humans address this problem. This volume is devoted to the relatively young and growing field of medical data mining and knowledge discovery. As more and more medical procedures employ imaging as a preferred diagnostic tool, there is a need to develop methods for efficient mining in databases of images. Other significant features are security and confidentiality concerns. Moreover, the physician's interpretation of images, signals, or other technical data, is written in unstructured English which is very difficult to mine. This book addresses all these specific features.

Download or read book The Routledge Handbook of Social Work Practice Research written by Lynette Joubert and published by Routledge. This book was released on 2020-04-13 with total page 458 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Routledge Handbook of Social Work Practice Research is the first international handbook to focus on practice research for social work. Bringing together leading scholars in the field from Europe, the USA and the Asia Pacific region, it provides an up-to-the minute overview of the latest thinking in practice research whilst also providing practical advice on how to undertake practice research in the field. It is divided into five sections: State of the art Methodologies Pedagogies Applications Expanding the frontiers The range of topics discussed will enhance student development as well as increase the capacity of practitioners to conduct research; develop coordinating and leadership roles; and liaise with multiple stakeholders who will strengthen the context base for practice research. As such, this handbook will be essential reading for all social work students, practitioners and academics as well as those working in other health and social care settings.

Download or read book The Routledge International Handbook of Practice Based Research written by Craig Vear and published by Routledge. This book was released on 2021-12-30 with total page 978 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Routledge International Handbook of Practice-Based Research presents a cohesive framework with which to conduct practice-based research or to support, manage and supervise practice-based researchers. It has been written with an inclusive approach, with the intention of presenting deep and meaningful knowledge for the benefit of all readers. This handbook has been designed to present specific detail of practice-based research by outlining its shared traits with all forms of research and to highlight its core distinguishing features into a cohesive, principled and methodical approach. To this end, the handbook is presented in five sections: 1. Practice-Based Research, 2. Knowledge, 3. Method, 4. The Practice-Based PhD and 5. Practitioner Voices. Each section begins with a leading chapter that outlines each of the distinct areas as they relate to practice-based research. This is followed by a series of contributing chapters that discuss pertinent themes in more detail. Practitioners from a broad range of backgrounds will find these chapters helpful: research students or final year graduates will be introduced to the principled nature of practice-based research PhD researchers embarking on a research project or are in the flow of research will find this guidance supportive professionals such as designers, makers, engineers, artists and creative technologists wishing to strengthen their research into their practice will be guided through the principled and focused nature of practice-based research supervisors, managers and policy makers will benefit from the potential and rigour of practice-based researchers in the pursuit of new knowledge.

Download or read book Evidence based Practice in Social Work written by Haluk Soydan and published by Routledge. This book was released on 2014-09-19 with total page 180 pages. Available in PDF, EPUB and Kindle. Book excerpt: The role of evidence-based practice is one of most central and controversial issues in social work today. This concise text introduces key concepts and processes of evidence-based practice whilst engaging with contemporary debates about its relevance and practicality. Evidence-based Practice in Social Work provides both an argument for the importance of evidence-based practice in social work and fresh perspectives on its controversies and organizational prerequisites. It gives an accessible overview of: Why evidence-based practice is relevant to social work. The challenges that the realities of social work practice present to models of evidence-based practice. Concepts of evidence-based practice as a process and professional culture. The role and nature of evidence. How evidence-based practice can be implemented and the importance of the organisational context. The globalization of evidence-based practice, including issues of cultural diversity and adaptability of evidence-based interventions. Controversies and criticism of evidence-based practice. Written by internationally well-respected experts, this text is an important read for all those with an interest in the area, from social work students to academics and researchers.

Download or read book Turning Ideas into Research written by Barbara Fawcett and published by SAGE. This book was released on 2015-04-17 with total page 185 pages. Available in PDF, EPUB and Kindle. Book excerpt: How do you turn a really good idea into a really good question, and how do you turn this into successful research? Barbara Fawcett and Rosalie Pockett use their expertise as supervisors and researchers to provide you with the frameworks and the theoretical and practical guidance you need to design, carry out and communicate your research effectively. Using a range of examples that relate research to the real world, they demonstrate: how to develop research questions how to select appropriate theoretical frameworks how to integrate theoretical perspectives with empirical research how to gather and interpret data how to ensure that the research undertaken makes a difference. The authors’ user-friendly approach emphasizes the importance of participation, collaboration and inclusivity, and examines worldviews and understandings of knowledge in order to enable greater critical reflection. Chapters provide guidance on achieving impact with your research, and feature reflective questions to enhance your engagement with the issues covered. This text is the ideal companion as you set about transforming your ideas into robust research.