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Estimating Reliability and Misclassification in Physician Profiling

Estimating Reliability and Misclassification in Physician Profiling PDF Author: John L. Adams
Publisher:
ISBN:
Category : Outcome assessment (Medical care)
Languages : en
Pages :

Book Description
This technical report explains the relationship between reliability measurement and misclassification for physician quality and cost measures in health care. It provides details and a practical method to calculate reliability and misclassification from the data typically available to health plans. This report builds on other RAND work on reliability and misclassification and has two main goals. First, it can serve as a tutorial for measuring reliability and misclassification. Second, it will describe the likelihood of misclassification in a situation not addressed in our prior work in which physicians are categorized using statistical testing. For any newly proposed system, the methods presented here should enable an evaluator to calculate the reliabilities and, consequently, the misclassification probabilities. It is our hope that knowing these misclassification probabilities will increase transparency about profiling methods and stimulate an informed debate about the costs and benefits of alternative profiling systems. The appendixes provide more technical detail on how to measure reliability with related program code as well as a set of lookup tables that can be used to obtain the rate of misclassification associated with a reliability estimate under various scenarios.

Estimating Reliability and Misclassification in Physician Profiling

Estimating Reliability and Misclassification in Physician Profiling PDF Author: John L. Adams
Publisher:
ISBN:
Category : Outcome assessment (Medical care)
Languages : en
Pages :

Book Description
This technical report explains the relationship between reliability measurement and misclassification for physician quality and cost measures in health care. It provides details and a practical method to calculate reliability and misclassification from the data typically available to health plans. This report builds on other RAND work on reliability and misclassification and has two main goals. First, it can serve as a tutorial for measuring reliability and misclassification. Second, it will describe the likelihood of misclassification in a situation not addressed in our prior work in which physicians are categorized using statistical testing. For any newly proposed system, the methods presented here should enable an evaluator to calculate the reliabilities and, consequently, the misclassification probabilities. It is our hope that knowing these misclassification probabilities will increase transparency about profiling methods and stimulate an informed debate about the costs and benefits of alternative profiling systems. The appendixes provide more technical detail on how to measure reliability with related program code as well as a set of lookup tables that can be used to obtain the rate of misclassification associated with a reliability estimate under various scenarios.

Physician Cost Profiling--reliability and Risk of Misclassification

Physician Cost Profiling--reliability and Risk of Misclassification PDF Author:
Publisher:
ISBN:
Category : Specialism (Philosophy)
Languages : en
Pages : 0

Book Description
This technical report describes the methods and sensitivity analyses used by the authors in an article published in the New England Journal of Medicine. Purchasers are experimenting with a variety of approaches to control health care costs, including limiting network contracts to lower-cost physicians and offering patients differential copayments to encourage them to visit "high-performance" (i.e., higher-quality, lower-cost) physicians. These approaches require a method for analyzing physicians' costs and a classification system for determining which physicians have lower relative costs. There has been little analysis of the reliability of such methods. Reliability is determined by three factors: the number of observations, the variation between physicians in their use of resources, and random variation in the scores. A study of claims data from four Massachusetts health plans demonstrates that, according to the current methods of physician cost profiling, the majority of physicians did not have cost profiles that met common reliability thresholds and, importantly, reliability varied significantly by specialty. Low reliability results in a substantial chance that a given physician will be misclassified as lower-cost when he or she is not, or vice versa. Such findings raise concerns about the use of cost profiling tools and the utility of their results.

Return on Investment for Healthcare Quality Improvement

Return on Investment for Healthcare Quality Improvement PDF Author: Craig A. Solid
Publisher: Springer Nature
ISBN: 3030464784
Category : Medical
Languages : en
Pages : 271

Book Description
This book offers a comprehensive overview of performing return-on-investment (ROI) analyses for healthcare quality improvement (QI). In the United States, healthcare policy regarding physician and facility payment/reimbursement is steadily trending towards the use of “value-based” systems and away from the traditional “fee-for-service” (FFS) payment mechanisms. Healthcare professionals and organizations who have previously focused on quality metrics are now finding themselves burdened with having to define and assess value metrics, without much guidance or assistance. This volume aims to be a guide and a reference for healthcare professionals tasked with estimating and establishing ROI for QI. Chapters describe the general framework for how to perform QI; establish standard definitions of important terms, concepts, and calculations; and provide specific instructions for how to complete each step of an ROI analysis. These include: selecting a QI initiative and identifying the associated metrics, establishing measurable, monetizable, and attributable costs and benefits, determining the appropriate scope and perspective, calculating ROI and related metrics (payback period, benefit-to-cost ratio, etc.), comparing with established benchmarks or previously published results, and interpreting the results for the intended audience. In addition, chapters offer examples of real studies (or hypothetical studies of real situations), as well as templates for several of the necessary activities that readers can leverage for their own use. Return on Investment for Healthcare Quality Improvement is a must-have resource for healthcare providers, administrators, and other professionals who work in healthcare organizations, hospitals and other healthcare settings, health systems, and residency programs seeking to obtain outside funding, as well as policy makers and administrators of federal programs.

Year Book of Anesthesiology and Pain Management 2011

Year Book of Anesthesiology and Pain Management 2011 PDF Author: David H. Chestnut
Publisher: Elsevier Health Sciences
ISBN: 0323087280
Category : Medical
Languages : en
Pages : 403

Book Description
Year Book of Anesthesiology and Pain Management 2011

Textbook of Critical Care E-Book

Textbook of Critical Care E-Book PDF Author: Jean-Louis Vincent
Publisher: Elsevier Health Sciences
ISBN: 0323759300
Category : Medical
Languages : en
Pages : 2078

Book Description
Bridging the gap between medical and surgical specialties in critical care, Textbook of Critical Care, 8th Edition, offers a practical, multidisciplinary approach to the effective management of adult and pediatric patients in the ICU. An outstanding editorial team, led by world-renowned intensivist Dr. Jean-Louis Vincent, assisted by Dr. Frederick A. Moore and new editors Drs. Rinaldo Bellomo and John J. Marini, provides the evidence-based guidance you need to overcome a full range of practice challenges. A full-color art program, relevant basic science and key summary points in every chapter, and expert contributing authors from all over the world make this an indispensable resource for every member of the critical care team. Provides a concise, readable understanding of the pathophysiology of critical illness and new therapeutic approaches to critical care. Addresses both medical and surgical aspects in critical care for adult and pediatric patients in one comprehensive, easy-to-use reference. Shares the knowledge and expertise of the most recognized and trusted leaders in the field, with more international contributing authors than in previous editions. Covers new information on procedural and diagnostic ultrasound, prone positioning, ECMO, and VADs. Discusses key topics such as organ support, telemedicine, echocardiography, antibiotic stewardship, antiviral agents, coagulation and anti-coagulation, and more. Features a wealth of tables, boxes, algorithms, diagnostic images, and key points that clarify important concepts and streamline complex information for quick reference. Includes companion videos and exclusive chapters online that cover commonly performed procedures. Takes a multidisciplinary approach to critical care, with contributions from experts in anesthesia, surgery, pulmonary medicine, and pediatrics.

Textbook of Critical Care E-Book

Textbook of Critical Care E-Book PDF Author: Mitchell P. Fink
Publisher: Elsevier Health Sciences
ISBN: 0323461069
Category : Medical
Languages : en
Pages : 1826

Book Description
Comprehensive, concise, and readable, Textbook of Critical Care, 7th Edition, brings you fully up to date with the effective management of critically ill patients, providing the evidence-based guidance you need to overcome a full range of practice challenges. Drs. Jean-Louis Vincent, Edward Abraham, Frederick A. Moore, Patrick Kochanek, and Mitchell P. Fink are joined by other international experts who offer a multidisciplinary approach to critical care, sharing expertise in anesthesia, surgery, pulmonary medicine, and pediatrics. This highly acclaimed text offers ICU clinicians a new understanding of the pathophysiology of critical illness and new therapeutic approaches to critical care. - Consult this title on your favorite e-reader, conduct rapid searches, and adjust font sizes for optimal readability. - Features a wealth of tables, boxes, algorithms, diagnostic images, and key points that clarify important concepts and streamline complex information for quick reference. - Includes many new chapters on echocardiography, antibiotic stewardship, antiviral agents, coagulation and anti-coagulation, , telemedicine, extracorporeal membrane oxygenation (ECMO), and more. - Offers new coverage of biomarkers, bedside ultrasound, and the management of increasingly complex critically ill patients. - Provides new approaches to sepsis, acute kidney injury, and management of acute respiratory distress syndrome (ARDS), and other forms of respiratory failure.

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

Developing a Protocol for Observational Comparative Effectiveness Research: A User's Guide PDF Author: Agency for Health Care Research and Quality (U.S.)
Publisher: Government Printing Office
ISBN: 1587634236
Category : Medical
Languages : en
Pages : 236

Book Description
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)

Improving Diagnosis in Health Care

Improving Diagnosis in Health Care PDF Author: National Academies of Sciences, Engineering, and Medicine
Publisher: National Academies Press
ISBN: 0309377722
Category : Medical
Languages : en
Pages : 473

Book Description
Getting the right diagnosis is a key aspect of health care - it provides an explanation of a patient's health problem and informs subsequent health care decisions. The diagnostic process is a complex, collaborative activity that involves clinical reasoning and information gathering to determine a patient's health problem. According to Improving Diagnosis in Health Care, diagnostic errors-inaccurate or delayed diagnoses-persist throughout all settings of care and continue to harm an unacceptable number of patients. It is likely that most people will experience at least one diagnostic error in their lifetime, sometimes with devastating consequences. Diagnostic errors may cause harm to patients by preventing or delaying appropriate treatment, providing unnecessary or harmful treatment, or resulting in psychological or financial repercussions. The committee concluded that improving the diagnostic process is not only possible, but also represents a moral, professional, and public health imperative. Improving Diagnosis in Health Care, a continuation of the landmark Institute of Medicine reports To Err Is Human (2000) and Crossing the Quality Chasm (2001), finds that diagnosis-and, in particular, the occurrence of diagnostic errorsâ€"has been largely unappreciated in efforts to improve the quality and safety of health care. Without a dedicated focus on improving diagnosis, diagnostic errors will likely worsen as the delivery of health care and the diagnostic process continue to increase in complexity. Just as the diagnostic process is a collaborative activity, improving diagnosis will require collaboration and a widespread commitment to change among health care professionals, health care organizations, patients and their families, researchers, and policy makers. The recommendations of Improving Diagnosis in Health Care contribute to the growing momentum for change in this crucial area of health care quality and safety.

A Nationwide Framework for Surveillance of Cardiovascular and Chronic Lung Diseases

A Nationwide Framework for Surveillance of Cardiovascular and Chronic Lung Diseases PDF Author: Institute of Medicine
Publisher: National Academies Press
ISBN: 0309212197
Category : Medical
Languages : en
Pages : 200

Book Description
Chronic diseases are common and costly, yet they are also among the most preventable health problems. Comprehensive and accurate disease surveillance systems are needed to implement successful efforts which will reduce the burden of chronic diseases on the U.S. population. A number of sources of surveillance data-including population surveys, cohort studies, disease registries, administrative health data, and vital statistics-contribute critical information about chronic disease. But no central surveillance system provides the information needed to analyze how chronic disease impacts the U.S. population, to identify public health priorities, or to track the progress of preventive efforts. A Nationwide Framework for Surveillance of Cardiovascular and Chronic Lung Diseases outlines a conceptual framework for building a national chronic disease surveillance system focused primarily on cardiovascular and chronic lung diseases. This system should be capable of providing data on disparities in incidence and prevalence of the diseases by race, ethnicity, socioeconomic status, and geographic region, along with data on disease risk factors, clinical care delivery, and functional health outcomes. This coordinated surveillance system is needed to integrate and expand existing information across the multiple levels of decision making in order to generate actionable, timely knowledge for a range of stakeholders at the local, state or regional, and national levels. The recommendations presented in A Nationwide Framework for Surveillance of Cardiovascular and Chronic Lung Diseases focus on data collection, resource allocation, monitoring activities, and implementation. The report also recommends that systems evolve along with new knowledge about emerging risk factors, advancing technologies, and new understanding of the basis for disease. This report will inform decision-making among federal health agencies, especially the Department of Health and Human Services; public health and clinical practitioners; non-governmental organizations; and policy makers, among others.

Healthcare Disparities at the Crossroads with Healthcare Reform

Healthcare Disparities at the Crossroads with Healthcare Reform PDF Author: Richard Allen Williams
Publisher: Springer Science & Business Media
ISBN: 144197136X
Category : Medical
Languages : en
Pages : 464

Book Description
Building upon the success of Dr. Williams's widely influential book Eliminating Healthcare Disparities in America: Beyond the IOM Report, this new volume takes a fresh and timely look at the state of healthcare reform and the progress and problems we face in the pursuit of healthcare equality. This book focuses on how the elimination of disparities can be accomplished through targeted efforts made within the context of reform. Comprising the combined efforts of the nation's best health policy analysts, researchers, key opinion leaders and clinicians, this book addresses both current and impending legislation and future movements in healthcare. With the knowledge that the problem of disparities extends beyond the present political arena into the larger scope of all aspects of healthcare delivery, the authors provide critical analysis of the causation of disparities, insightful examples of what has worked, and a striking call to action with implementable strategies for advancing equality.