The Measurement Management Of Clinical Outcomes In Mental Health

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The Measurement & Management of Clinical Outcomes in Mental Health

Author : John S. Lyons
Publisher : John Wiley & Sons
ISBN 13 : 9780471154297
Total Pages : 310 pages
Book Rating : 4.1/5 (542 download)

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Book Synopsis The Measurement & Management of Clinical Outcomes in Mental Health by : John S. Lyons

Download or read book The Measurement & Management of Clinical Outcomes in Mental Health written by John S. Lyons and published by John Wiley & Sons. This book was released on 1997-03-17 with total page 310 pages. Available in PDF, EPUB and Kindle. Book excerpt: THE COMPLETE PSYCHOTHERAPY TREATMENT PLANNER Of Related interest Arthur E. Jongsma, Jr. and L. Mark Peterson This valuable guide provides a thorough introduction to treatment planning and contains all of the necessary elements for developing formal treatment plans. In an easy-reference, prewritten format, this book presents detailed problem definitions, treatment goals, objectives, therapeutic interventions, and DSM-IVTM diagnoses for over thirty common clinical problems. Practitioners in the field will find this book to be a great time-saver and an invaluable reference. 1995 (0-471-11738-2) 176 pp. THERASCRIBETM FOR WINDOWS(r) The Computerized Assistant to Psychotherapy Treatment Planning. Arthur E. Jongsma, Jr., L. Mark Peterson, and Kenneth Jongsma. This revolutionary computerized treatment planning software lets you create detailed, customized treatment plans easily and quickly. Designed for use in both inpatient and outpatient settings, its user-friendly format allows clinicians to easily access a wide variety of behavioral definitions, treatment goals and objectives, therapeutic interventions, and DSM-IV diagnoses from its huge database. Its well-organized reports are designed to meet the requirements of Medicare, HMOs, and other third-party payers, which makes this program an important tool for evaluating and treating mental illness. 1997 (0-471-18415-2) 4 3.5 disks THE COMPLETE GUIDE TO MANAGED BEHAVIORAL HEALTHCARE Edited by Chris E. Stout and Gerald A. Theis Managed care has radically altered the mental health services landscape. This loose-leaf style reference manual, which is updated semiannually, offers in-depth analysis from leading experts of changes in practice management, quality and outcome issues, technology, and automation. It also addresses important legal, regulatory, fiscal, and contractual concerns. Packed with practical tools and useful sample forms, the Guide includes a comprehensive glossary of managed care terms and a complete list of managed care organizations. 1996 (0-471-12586-5) 324 pp. THE MEASUREMENT & MANAGEMENT OF CLINICAL OUTCOMES IN MENTAL HEALTH Once used almost exclusively by psychotherapy researchers, clinical outcomes testing is quickly becoming a standard component of mental health practice. JCAHO has mandated that outcomes must be included in mental health record keeping by the end of the decade, and the six largest managed care firms have announced plans to begin tracking clinical outcomes. While debates over the potential advantages and disadvantages of this move rage on, the fact remains that all clinicians in managed care systems will soon be compelled to incorporate outcomes assessment into their clinical routines. The Measurement and Management of Clinical Outcomes in Mental Health prepares clinicians and administrators for this inevitability. Written by a team of experts with extensive experience in design and implementation, this timely book explores the rationale behind outcomes measurement and offers readers concrete advice and guidelines on conducting accurate and effective outcomes measurement. In the first half of the book, the authors review the conceptual and practical aspects of outcomes management. Among the issues receiving special attention are: the psychometrics of outcomes; measuring patient satisfaction; implementation strategies; the role of consumer characteristics in outcomes management, especially in regard to needs-based planning; case-mix adjustment strategies; and barriers to implementation and strategies for overcoming them. The second half of the book is devoted entirely to detailed case examples. Over the course of five chapters, the authors vividly illustrate their approaches to outcomes management in five different specialty areas—outpatient psychotherapy, acute psychiatric services, community services, child and adolescent services, and substance-abuse treatment services. The first comprehensive guide to designing and implementing outcomes evaluation systems, The Measurement and Management of Clinical Outcomes in Mental Health is an important resource for all mental health practitioners as well as mental health and managed care administrators.

Patient-Reported Outcomes in Performance Measurement

Author : David Cella
Publisher : RTI Press
ISBN 13 : 193483114X
Total Pages : 97 pages
Book Rating : 4.9/5 (348 download)

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Book Synopsis Patient-Reported Outcomes in Performance Measurement by : David Cella

Download or read book Patient-Reported Outcomes in Performance Measurement written by David Cella and published by RTI Press. This book was released on 2015-09-17 with total page 97 pages. Available in PDF, EPUB and Kindle. Book excerpt: Patient-reported outcomes (PROs) are measures of how patients feel or what they are able to do in the context of their health status; PROs are reports, usually on questionnaires, about a patient's health conditions, health behaviors, or experiences with health care that individuals report directly, without modification of responses by clinicians or others; thus, they directly reflect the voice of the patient. PROs cover domains such as physical health, mental and emotional health, functioning, symptoms and symptom burden, and health behaviors. They are relevant for many activities: helping patients and their clinicians make informed decisions about health care, monitoring the progress of care, setting policies for coverage and reimbursement of health services, improving the quality of health care services, and tracking or reporting on the performance of health care delivery organizations. We address the major methodological issues related to choosing, administering, and using PROs for these purposes, particularly in clinical practice settings. We include a framework for best practices in selecting PROs, focusing on choosing appropriate methods and modes for administering PRO measures to accommodate patients with diverse linguistic, cultural, educational, and functional skills, understanding measures developed through both classic and modern test theory, and addressing complex issues relating to scoring and analyzing PRO data.

Mental Health Outcome Measures

Author : Graham Thornicroft
Publisher : Springer Science & Business Media
ISBN 13 : 3642802028
Total Pages : 367 pages
Book Rating : 4.6/5 (428 download)

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Book Synopsis Mental Health Outcome Measures by : Graham Thornicroft

Download or read book Mental Health Outcome Measures written by Graham Thornicroft and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 367 pages. Available in PDF, EPUB and Kindle. Book excerpt: Mental Health Outcome Measures provides an authoritative review of measurement scales currently available to assess the outcomes of mental health service intervention. The excerpt of summaries by leading writers in the field assess the contributions of scale in areas including mental state examination, quality of life, patient satisfaction, needs assessments, measurement of service cost, global functioning scales, and social disability. These chapters provide a critical appraisal of how far such scales have been shown to be reliable and valid, and provide valuable insights in to their ease of use. This book will provide an invaluable reference manual for those who want to take research on mental health services, and for those who need to interpret this research for policy, planning, and clinical practice.

Developing a Protocol for Observational Comparative Effectiveness Research: A User's Guide

Author : Agency for Health Care Research and Quality (U.S.)
Publisher : Government Printing Office
ISBN 13 : 1587634236
Total Pages : 236 pages
Book Rating : 4.5/5 (876 download)

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Book Synopsis Developing a Protocol for Observational Comparative Effectiveness Research: A User's Guide by : Agency for Health Care Research and Quality (U.S.)

Download or read book Developing a Protocol for Observational Comparative Effectiveness Research: A User's Guide written by Agency for Health Care Research and Quality (U.S.) and published by Government Printing Office. This book was released on 2013-02-21 with total page 236 pages. Available in PDF, EPUB and Kindle. Book excerpt: This User’s Guide is a resource for investigators and stakeholders who develop and review observational comparative effectiveness research protocols. It explains how to (1) identify key considerations and best practices for research design; (2) build a protocol based on these standards and best practices; and (3) judge the adequacy and completeness of a protocol. Eleven chapters cover all aspects of research design, including: developing study objectives, defining and refining study questions, addressing the heterogeneity of treatment effect, characterizing exposure, selecting a comparator, defining and measuring outcomes, and identifying optimal data sources. Checklists of guidance and key considerations for protocols are provided at the end of each chapter. The User’s Guide was created by researchers affiliated with AHRQ’s Effective Health Care Program, particularly those who participated in AHRQ’s DEcIDE (Developing Evidence to Inform Decisions About Effectiveness) program. Chapters were subject to multiple internal and external independent reviews. More more information, please consult the Agency website: www.effectivehealthcare.ahrq.gov)

Evaluation of the Department of Veterans Affairs Mental Health Services

Author : National Academies of Sciences, Engineering, and Medicine
Publisher : National Academies Press
ISBN 13 : 0309466601
Total Pages : 467 pages
Book Rating : 4.3/5 (94 download)

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Book Synopsis Evaluation of the Department of Veterans Affairs Mental Health Services by : National Academies of Sciences, Engineering, and Medicine

Download or read book Evaluation of the Department of Veterans Affairs Mental Health Services written by National Academies of Sciences, Engineering, and Medicine and published by National Academies Press. This book was released on 2018-03-29 with total page 467 pages. Available in PDF, EPUB and Kindle. Book excerpt: Approximately 4 million U.S. service members took part in the wars in Afghanistan and Iraq. Shortly after troops started returning from their deployments, some active-duty service members and veterans began experiencing mental health problems. Given the stressors associated with war, it is not surprising that some service members developed such mental health conditions as posttraumatic stress disorder, depression, and substance use disorder. Subsequent epidemiologic studies conducted on military and veteran populations that served in the operations in Afghanistan and Iraq provided scientific evidence that those who fought were in fact being diagnosed with mental illnesses and experiencing mental healthâ€"related outcomesâ€"in particular, suicideâ€"at a higher rate than the general population. This report provides a comprehensive assessment of the quality, capacity, and access to mental health care services for veterans who served in the Armed Forces in Operation Enduring Freedom/Operation Iraqi Freedom/Operation New Dawn. It includes an analysis of not only the quality and capacity of mental health care services within the Department of Veterans Affairs, but also barriers faced by patients in utilizing those services.

Registries for Evaluating Patient Outcomes

Author : Agency for Healthcare Research and Quality/AHRQ
Publisher : Government Printing Office
ISBN 13 : 1587634333
Total Pages : 385 pages
Book Rating : 4.5/5 (876 download)

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Book Synopsis Registries for Evaluating Patient Outcomes by : Agency for Healthcare Research and Quality/AHRQ

Download or read book Registries for Evaluating Patient Outcomes written by Agency for Healthcare Research and Quality/AHRQ and published by Government Printing Office. This book was released on 2014-04-01 with total page 385 pages. Available in PDF, EPUB and Kindle. Book excerpt: This User’s Guide is intended to support the design, implementation, analysis, interpretation, and quality evaluation of registries created to increase understanding of patient outcomes. For the purposes of this guide, a patient registry is an organized system that uses observational study methods to collect uniform data (clinical and other) to evaluate specified outcomes for a population defined by a particular disease, condition, or exposure, and that serves one or more predetermined scientific, clinical, or policy purposes. A registry database is a file (or files) derived from the registry. Although registries can serve many purposes, this guide focuses on registries created for one or more of the following purposes: to describe the natural history of disease, to determine clinical effectiveness or cost-effectiveness of health care products and services, to measure or monitor safety and harm, and/or to measure quality of care. Registries are classified according to how their populations are defined. For example, product registries include patients who have been exposed to biopharmaceutical products or medical devices. Health services registries consist of patients who have had a common procedure, clinical encounter, or hospitalization. Disease or condition registries are defined by patients having the same diagnosis, such as cystic fibrosis or heart failure. The User’s Guide was created by researchers affiliated with AHRQ’s Effective Health Care Program, particularly those who participated in AHRQ’s DEcIDE (Developing Evidence to Inform Decisions About Effectiveness) program. Chapters were subject to multiple internal and external independent reviews.

Outcome Measurement in Mental Health

Author : Tom Trauer
Publisher : Cambridge University Press
ISBN 13 : 1139487817
Total Pages : 277 pages
Book Rating : 4.1/5 (394 download)

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Book Synopsis Outcome Measurement in Mental Health by : Tom Trauer

Download or read book Outcome Measurement in Mental Health written by Tom Trauer and published by Cambridge University Press. This book was released on 2010-06-24 with total page 277 pages. Available in PDF, EPUB and Kindle. Book excerpt: In order to operate in an evidence-based fashion, mental health services rely on accurate, relevant, and systematic information. One important type of information is the nature of the problems experienced by recipients of mental health care, and how these problems change over the course of time. Outcome measurement involves the systematic, repeated assessment of aspects of health and illness, either by service providers, service recipients, or both. From outcome measurement clinicians and service recipients achieve a common language whereby they can plan treatment and track progress, team leaders and managers secure a basis to compare their services with others and to promote quality, while policy makers and funders derive evidence of effectiveness. This book will be an essential and practical resource for all members of the mental health clinical team as well as those responsible for establishing or managing services, and directing policy.

Improving Healthcare Quality in Europe Characteristics, Effectiveness and Implementation of Different Strategies

Author : OECD
Publisher : OECD Publishing
ISBN 13 : 9264805907
Total Pages : 447 pages
Book Rating : 4.2/5 (648 download)

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Book Synopsis Improving Healthcare Quality in Europe Characteristics, Effectiveness and Implementation of Different Strategies by : OECD

Download or read book Improving Healthcare Quality in Europe Characteristics, Effectiveness and Implementation of Different Strategies written by OECD and published by OECD Publishing. This book was released on 2019-10-17 with total page 447 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume, developed by the Observatory together with OECD, provides an overall conceptual framework for understanding and applying strategies aimed at improving quality of care. Crucially, it summarizes available evidence on different quality strategies and provides recommendations for their implementation. This book is intended to help policy-makers to understand concepts of quality and to support them to evaluate single strategies and combinations of strategies.

Performance Management in Health Care

Author : Jan Walburg
Publisher : Psychology Press
ISBN 13 : 9780415323987
Total Pages : 260 pages
Book Rating : 4.3/5 (239 download)

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Book Synopsis Performance Management in Health Care by : Jan Walburg

Download or read book Performance Management in Health Care written by Jan Walburg and published by Psychology Press. This book was released on 2006 with total page 260 pages. Available in PDF, EPUB and Kindle. Book excerpt: An exploration of the theoretical and philosophical background of performance development, this edited collection focuses sharply on the practical aspects associated with it within the healthcare sector.

Outcome Measurement in Psychiatry

Author : Lloyd I. Sederer
Publisher : American Psychiatric Pub
ISBN 13 : 9780880481199
Total Pages : 488 pages
Book Rating : 4.4/5 (811 download)

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Book Synopsis Outcome Measurement in Psychiatry by : Lloyd I. Sederer

Download or read book Outcome Measurement in Psychiatry written by Lloyd I. Sederer and published by American Psychiatric Pub. This book was released on 2002 with total page 488 pages. Available in PDF, EPUB and Kindle. Book excerpt: This remarkable volume offers a critical analysis of outcome assessment in psychiatry, which allows us to assess not only the measurable domains (i.e., symptoms, functioning, quality of life, and perception of care), but also the standards and instruments used to judge the quality of care.

Psychosocial Interventions for Mental and Substance Use Disorders

Author : Institute of Medicine
Publisher : National Academies Press
ISBN 13 : 0309316979
Total Pages : 169 pages
Book Rating : 4.3/5 (93 download)

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Book Synopsis Psychosocial Interventions for Mental and Substance Use Disorders by : Institute of Medicine

Download or read book Psychosocial Interventions for Mental and Substance Use Disorders written by Institute of Medicine and published by National Academies Press. This book was released on 2015-09-18 with total page 169 pages. Available in PDF, EPUB and Kindle. Book excerpt: Mental health and substance use disorders affect approximately 20 percent of Americans and are associated with significant morbidity and mortality. Although a wide range of evidence-based psychosocial interventions are currently in use, most consumers of mental health care find it difficult to know whether they are receiving high-quality care. Although the current evidence base for the effects of psychosocial interventions is sizable, subsequent steps in the process of bringing a psychosocial intervention into routine clinical care are less well defined. Psychosocial Interventions for Mental and Substance Use Disorders details the reasons for the gap between what is known to be effective and current practice and offers recommendations for how best to address this gap by applying a framework that can be used to establish standards for psychosocial interventions. The framework described in Psychosocial Interventions for Mental and Substance Use Disorders can be used to chart a path toward the ultimate goal of improving the outcomes. The framework highlights the need to (1) support research to strengthen the evidence base on the efficacy and effectiveness of psychosocial interventions; (2) based on this evidence, identify the key elements that drive an intervention's effect; (3) conduct systematic reviews to inform clinical guidelines that incorporate these key elements; (4) using the findings of these systematic reviews, develop quality measures - measures of the structure, process, and outcomes of interventions; and (5) establish methods for successfully implementing and sustaining these interventions in regular practice including the training of providers of these interventions. The recommendations offered in this report are intended to assist policy makers, health care organizations, and payers that are organizing and overseeing the provision of care for mental health and substance use disorders while navigating a new health care landscape. The recommendations also target providers, professional societies, funding agencies, consumers, and researchers, all of whom have a stake in ensuring that evidence-based, high-quality care is provided to individuals receiving mental health and substance use services.

Handbook of Mental Health Administration and Management

Author : William H. Reid
Publisher : Routledge
ISBN 13 : 1134941013
Total Pages : 584 pages
Book Rating : 4.1/5 (349 download)

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Book Synopsis Handbook of Mental Health Administration and Management by : William H. Reid

Download or read book Handbook of Mental Health Administration and Management written by William H. Reid and published by Routledge. This book was released on 2013-08-21 with total page 584 pages. Available in PDF, EPUB and Kindle. Book excerpt: Clinicians who understand mental health care administration in addition to their clinical fields are likely to be valuable to the organizations in which they work. This handbook is an accessible source of information for professionals coming from either clinical or management backgrounds. Sections offer coverage in: mental health administrative principles, mental health care management, business, finance and funding of care, information technology, human resources and legal issues.

The Use of Psychological Testing for Treatment Planning and Outcomes Assessment

Author : Mark E. Maruish
Publisher : Taylor & Francis
ISBN 13 : 1135630518
Total Pages : 666 pages
Book Rating : 4.1/5 (356 download)

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Book Synopsis The Use of Psychological Testing for Treatment Planning and Outcomes Assessment by : Mark E. Maruish

Download or read book The Use of Psychological Testing for Treatment Planning and Outcomes Assessment written by Mark E. Maruish and published by Taylor & Francis. This book was released on 2014-04-08 with total page 666 pages. Available in PDF, EPUB and Kindle. Book excerpt: Test-based psychological assessment has been significantly affected by the health care revolution in the United States during the past two decades. Despite new limitations on psychological services across the board and psychological testing in particular, it continues to offer a rapid and efficient method of identifying problems, planning and monitoring a course of treatment, and assessing the outcomes of interventions. This thoroughly revised and greatly expanded third edition of a classic reference, now three volumes, constitutes an invaluable resource for practitioners who in a managed care era need to focus their testing not on the general goals of personality assessment, symptom identification, and diagnosis so often presented to them as students and trainees, but on specific questions: What course of treatment should this person receive? How is it going? Was it effective? New chapters describe new tests and models and new concerns such as ethical aspects of outcomes assessment. Volume I reviews general issues and recommendations concerning the use of psychological testing for screening for psychological disturbances, planning and monitoring appropriate interventions, and the assessing outcomes, and offers specific guidelines for selecting instruments. It also considers more specific issues such as the analysis of group and individual patient data, the selection and implementation of outcomes instrumentation, and the ethics of gathering and using outcomes data. Volume II discusses psychological measures developed for use with younger children and adolescents that can be used for the purposes outlined in Volume I; Volume III, those developed for use with adults. Drawing on the knowledge and experience of a diverse group of leading experts--test developers, researchers, clinicians and others, the third edition of The Use of Psychological Testing for Treatment Planning and Outcomes Assessment provides vital assistance to all clinicians, and to their trainees and graduate students.

Clinical Management in Mental Health Services

Author : Chris Lloyd
Publisher : John Wiley & Sons
ISBN 13 : 1444309587
Total Pages : 200 pages
Book Rating : 4.4/5 (443 download)

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Book Synopsis Clinical Management in Mental Health Services by : Chris Lloyd

Download or read book Clinical Management in Mental Health Services written by Chris Lloyd and published by John Wiley & Sons. This book was released on 2009-03-17 with total page 200 pages. Available in PDF, EPUB and Kindle. Book excerpt: Clinical Management in Mental Health Services is a practical guide to the day to day operational management of mental health teams. It explores both the theoretical aspects of management plus strategies for dealing with the wide range of management issues faced by managers working in mental health. It looks at issues such as leading a multidisciplinary team, Communication and Public Relations, the importance of clinical supervision, evidence-based practice, and quality assurance. It addresses the issue of workload management, clinical information management, how to plan a budget and how to manage stress.

Knowledge in Mental Health

Author : Lydia Sapouna
Publisher : Nova Publishers
ISBN 13 : 9781594548123
Total Pages : 168 pages
Book Rating : 4.5/5 (481 download)

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Book Synopsis Knowledge in Mental Health by : Lydia Sapouna

Download or read book Knowledge in Mental Health written by Lydia Sapouna and published by Nova Publishers. This book was released on 2006 with total page 168 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book originates in the work of a Socrates European partnership on mental health promotion. The project involved partners from four European countries (the United Kingdom, Italy, Portugal and Ireland) and led to the development of a European Module on mental health promotion in each country, teaching exchanges and a series of conferences in the UK (2001), Ireland (2002) and Italy (2003). However, this book moves beyond the publication of conference proceedings to provide a broader debate on responses to mental distress that promote inclusion, citizenship (as expression of meaningful participation in the community) and a genuine alternative to institutional thinking and practices.

Improving Mental Healthcare

Author : Richard C. Hermann
Publisher : American Psychiatric Pub
ISBN 13 : 1585627186
Total Pages : 714 pages
Book Rating : 4.5/5 (856 download)

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Book Synopsis Improving Mental Healthcare by : Richard C. Hermann

Download or read book Improving Mental Healthcare written by Richard C. Hermann and published by American Psychiatric Pub. This book was released on 2007-05-03 with total page 714 pages. Available in PDF, EPUB and Kindle. Book excerpt: The first book to focus on measuring the basic processes of mental healthcare, such as access, detection, treatment appropriateness, safety and continuity of care, Improving Mental Healthcare: A Guide to Measurement-Based Quality Improvement integrates practical information about quality measures -- such as their clinical logic, validity and basis in scientific evidence -- into a highly readable guide on how to implement measures and use the results to improve quality of care. Improving Mental Healthcare examines the clinical, policy, and scientific underpinnings of process measurement, a widely used method of assessing quality of mental healthcare. It describes the use of measurement to improve quality, promote accountability, encourage evidence-based practice, and shape incentives to favor delivery of high-quality care. Divided into two sections totaling 14 chapters, the first section describes factors that led to a nationwide emphasis on improving quality of care, major approaches to quality assessment, considerations in selecting measures, as well as how to analyze and interpret measure results. The second section summarizes information on more than 300 quality measures, including their clinical rationale, specifications, sources of data, supporting evidence, readiness for use, and -- where available -- data on reliability, validity, results, case-mix adjustment, standards, and benchmarks. Improving Mental Healthcare helps clinicians, managers, administrators, payers, purchasers, accreditors, consumer groups, and other stakeholders meet national mandates to assess and improve quality of care by providing the following tools and guidance: Results from the National Inventory of Mental Health Quality Measures, a federally funded study summarizing clinical, technical, and scientific properties of more than 300 process measures A user-friendly format that helps potential measure users find quality measures that reflect their priorities and meet their needs Guidance for healthcare organizations and clinicians on how to integrate measurement into a comprehensive approach to quality management An understanding of the relationship between process measurement and other approaches to quality assessment, in particular outcomes assessment-the focus of a companion guide, Outcome Measurement in Psychiatry: A Critical Review (APPI 2002) Improving Mental Healthcare, which includes extensive references as well as useful figures and tables illustrating key concepts, is essential reading for practicing clinicians, healthcare managers, medical students and psychiatric residents -- who must now meet ACGME requirements to learn about quality assessment and improvement -- as well as members of oversight organizations and consumer advocacy groups. It will prove invaluable for healthcare organizations seeking to improve quality of care, clinical training programs, and courses on quality assessment, healthcare management, and mental health policy.

Fundamentals of Clinical Data Science

Author : Pieter Kubben
Publisher : Springer
ISBN 13 : 3319997130
Total Pages : 219 pages
Book Rating : 4.3/5 (199 download)

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Book Synopsis Fundamentals of Clinical Data Science by : Pieter Kubben

Download or read book Fundamentals of Clinical Data Science written by Pieter Kubben and published by Springer. This book was released on 2018-12-21 with total page 219 pages. Available in PDF, EPUB and Kindle. Book excerpt: This open access book comprehensively covers the fundamentals of clinical data science, focusing on data collection, modelling and clinical applications. Topics covered in the first section on data collection include: data sources, data at scale (big data), data stewardship (FAIR data) and related privacy concerns. Aspects of predictive modelling using techniques such as classification, regression or clustering, and prediction model validation will be covered in the second section. The third section covers aspects of (mobile) clinical decision support systems, operational excellence and value-based healthcare. Fundamentals of Clinical Data Science is an essential resource for healthcare professionals and IT consultants intending to develop and refine their skills in personalized medicine, using solutions based on large datasets from electronic health records or telemonitoring programmes. The book’s promise is “no math, no code”and will explain the topics in a style that is optimized for a healthcare audience.