Analytics And Decision Support In Health Care Operations Management

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Analytics and Decision Support in Health Care Operations Management

Yasar A. Ozcan
Analytics and Decision Support in Health Care Operations Management Book PDF

Author : Yasar A. Ozcan
Publisher : John Wiley & Sons
Page : 610 pages
File Size : 51,7 Mb
Release : 2017-04-10
Category : Medical
ISBN : 9781119219811

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Analytics and Decision Support in Health Care Operations Management by Yasar A. Ozcan Pdf

A compendium of health care quantitative techniques based in Excel Analytics and Decision Support in Health Care Operations is a comprehensive introductory guide to quantitative techniques, with practical Excel-based solutions for strategic health care management. This new third edition has been extensively updated to reflect the continuously evolving field, with new coverage of predictive analytics, geographical information systems, flow process improvement, lean management, six sigma, health provider productivity and benchmarking, project management, simulation, and more. Each chapter includes additional new exercises to illustrate everyday applications, and provides clear direction on data acquisition under a variety of hospital information systems. Instructor support includes updated Excel templates, PowerPoint slides, web based chapter end supplements, and data banks to facilitate classroom instruction, and working administrators will appreciate the depth and breadth of information with clear applicability to everyday situations. The ability to use analytics effectively is a critical skill for anyone involved in the study or practice of health services administration. This book provides a comprehensive set of methods spanning tactical, operational, and strategic decision making and analysis for both current and future health care administrators. Learn critical analytics and decision support techniques specific to health care administration Increase efficiency and effectiveness in problem-solving and decision support Locate appropriate data in different commonly-used hospital information systems Conduct analyses, simulations, productivity measurements, scheduling, and more From statistical techniques like multiple regression, decision-tree analysis, queuing and simulation, to field-specific applications including surgical suite scheduling, roster management, quality monitoring, and more, analytics play a central role in health care administration. Analytics and Decision Support in Health Care Operations provides essential guidance on these critical skills that every professional needs.

Health Decision Support Systems

Joseph K. H. Tan,Samuel Barry Sheps
Health Decision Support Systems Book PDF

Author : Joseph K. H. Tan,Samuel Barry Sheps
Publisher : Jones & Bartlett Learning
Page : 434 pages
File Size : 53,7 Mb
Release : 1998
Category : Decision support systems
ISBN : 0834210657

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Health Decision Support Systems by Joseph K. H. Tan,Samuel Barry Sheps Pdf

This textbook is a logical continuation of Dr. Tan's first book, Healt h Management Information Systems. For graduate level and upper level u ndergraduate courses, it explains the use of health decision support s ystems throughout the health care industry, citing examples from hospi tals, managed care organizations and long term care facilities. This b ook includes learning objectives, case studies and review questions. A n Instructor's guide is also available.

Quantitative Methods in Health Care Management

Yasar A. Ozcan
Quantitative Methods in Health Care Management Book PDF

Author : Yasar A. Ozcan
Publisher : John Wiley & Sons
Page : 6 pages
File Size : 45,9 Mb
Release : 2009-04-20
Category : Medical
ISBN : 9780470449035

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Quantitative Methods in Health Care Management by Yasar A. Ozcan Pdf

Thoroughly revised and updated for Excel®, this second edition of Quantitative Methods in Health Care Management offers a comprehensive introduction to quantitative methods and techniques for the student or new administrator. Its broad range of practical methods and analysis spans operational, tactical, and strategic decisions. Users will find techniques for forecasting, decision-making, facility location, facility layout, reengineering, staffing, scheduling, productivity, resource allocation, supply chain and inventory management, quality control, project management, queuing models for capacity, and simulation. The book's step-by-step approach, use of Excel, and downloadable Excel templates make the text highly practical. Praise for the Second Edition "The second edition of Dr. Ozcan's textbook is comprehensive and well-written with useful illustrative examples that give students and health care professionals a perfect toolkit for quantitative decision making in health care on the road for the twenty-first century. The text helps to explain the complex health care management problems and offer support for decision makers in this field." Marion Rauner, associate professor, School of Business, Economics, and Statistics, University of Vienna. "Quantitative Methods in Health Care Administration, Second Edition covers a broad set of necessary and important topics. It is a valuable text that is easy to teach and learn from." David Belson, professor, Department of Industrial Engineering, Viterbi School of Engineering, University of Southern California.

Health Care Operations Management

James R. Langabeer II,Jeffrey Helton
Health Care Operations Management Book PDF

Author : James R. Langabeer II,Jeffrey Helton
Publisher : Jones & Bartlett Publishers
Page : 528 pages
File Size : 46,5 Mb
Release : 2016
Category : Law
ISBN : 9781284050066

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Health Care Operations Management by James R. Langabeer II,Jeffrey Helton Pdf

Health Care Operations Management: A Systems Perspective, Second Edition provides comprehensive and practical coverage of all aspects of operations management specific to the healthcare industry. It covers everything from hospital finances to project management, patient flows, performance management, process improvement, and supply chain management. This is an ideal text for university courses in healthcare management at all levels. It is also an excellent professional reference for healthcare administrators, clinical support managers, and supply chain professionals. The Second Edition has been thoroughly updated with the most recent data, statistics, and references. It also offers expanded coverage of quality, financial, and systems management, as well as a new chapter entitled "Operational Metrics in Health Care Organization".

Healthcare Management Engineering: What Does This Fancy Term Really Mean?

Alexander Kolker
Healthcare Management Engineering What Does This Fancy Term Really Mean Book PDF

Author : Alexander Kolker
Publisher : Springer Science & Business Media
Page : 138 pages
File Size : 47,8 Mb
Release : 2011-12-02
Category : Medical
ISBN : 9781461420682

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Healthcare Management Engineering: What Does This Fancy Term Really Mean? by Alexander Kolker Pdf

This Briefs Series book illustrates in depth a concept of healthcare management engineering and its domain for hospital and clinic operations. Predictive and analytic decision-making power of management engineering methodology is systematically compared to traditional management reasoning by applying both side by side to analyze 26 concrete operational management problems adapted from hospital and clinic practice. The problem types include: clinic, bed and operating rooms capacity; patient flow; staffing and scheduling; resource allocation and optimization; forecasting of patient volumes and seasonal variability; business intelligence and data mining; and game theory application for allocating cost savings between cooperating providers. Detailed examples of applications are provided for quantitative methods such as discrete event simulation, queuing analytic theory, linear and probabilistic optimization, forecasting of a time series, principal component decomposition of a data set and cluster analysis, and the Shapley value for fair gain sharing between cooperating participants. A summary of some fundamental management engineering principles is provided. The goal of the book is to help to bridge the gap in mutual understanding and communication between management engineering professionals and hospital and clinic administrators. The book is intended primarily for hospital/clinic leadership who are in charge of making managerial decisions. This book can also serve as a compendium of introductory problems/projects for graduate students in Healthcare Management and Administration, as well as for MBA programs with an emphasis in Healthcare.

Handbook of Healthcare Analytics

Tinglong Dai,Sridhar Tayur
Handbook of Healthcare Analytics Book PDF

Author : Tinglong Dai,Sridhar Tayur
Publisher : John Wiley & Sons
Page : 480 pages
File Size : 46,7 Mb
Release : 2018-08-10
Category : Business & Economics
ISBN : 9781119300953

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Handbook of Healthcare Analytics by Tinglong Dai,Sridhar Tayur Pdf

How can analytics scholars and healthcare professionals access the most exciting and important healthcare topics and tools for the 21st century? Editors Tinglong Dai and Sridhar Tayur, aided by a team of internationally acclaimed experts, have curated this timely volume to help newcomers and seasoned researchers alike to rapidly comprehend a diverse set of thrusts and tools in this rapidly growing cross-disciplinary field. The Handbook covers a wide range of macro-, meso- and micro-level thrusts—such as market design, competing interests, global health, personalized medicine, residential care and concierge medicine, among others—and structures what has been a highly fragmented research area into a coherent scientific discipline. The handbook also provides an easy-to-comprehend introduction to five essential research tools—Markov decision process, game theory and information economics, queueing games, econometric methods, and data science—by illustrating their uses and applicability on examples from diverse healthcare settings, thus connecting tools with thrusts. The primary audience of the Handbook includes analytics scholars interested in healthcare and healthcare practitioners interested in analytics. This Handbook: Instills analytics scholars with a way of thinking that incorporates behavioral, incentive, and policy considerations in various healthcare settings. This change in perspective—a shift in gaze away from narrow, local and one-off operational improvement efforts that do not replicate, scale or remain sustainable—can lead to new knowledge and innovative solutions that healthcare has been seeking so desperately. Facilitates collaboration between healthcare experts and analytics scholar to frame and tackle their pressing concerns through appropriate modern mathematical tools designed for this very purpose. The handbook is designed to be accessible to the independent reader, and it may be used in a variety of settings, from a short lecture series on specific topics to a semester-long course.

Analytics in Healthcare and the Life Sciences

Thomas H. Davenport,Dwight McNeill
Analytics in Healthcare and the Life Sciences Book PDF

Author : Thomas H. Davenport,Dwight McNeill
Publisher : Pearson Education
Page : 351 pages
File Size : 55,8 Mb
Release : 2013-11-04
Category : Business & Economics
ISBN : 9780133408706

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Analytics in Healthcare and the Life Sciences by Thomas H. Davenport,Dwight McNeill Pdf

Make healthcare analytics work: leverage its powerful opportunities for improving outcomes, cost, and efficiency.This book gives you thepractical frameworks, strategies, tactics, and case studies you need to go beyond talk to action. The contributing healthcare analytics innovators survey the field’s current state, present start-to-finish guidance for planning and implementation, and help decision-makers prepare for tomorrow’s advances. They present in-depth case studies revealing how leading organizations have organized and executed analytic strategies that work, and fully cover the primary applications of analytics in all three sectors of the healthcare ecosystem: Provider, Payer, and Life Sciences. Co-published with the International Institute for Analytics (IIA), this book features the combined expertise of IIA’s team of leading health analytics practitioners and researchers. Each chapter is written by a member of the IIA faculty, and bridges the latest research findings with proven best practices. This book will be valuable to professionals and decision-makers throughout the healthcare ecosystem, including provider organization clinicians and managers; life sciences researchers and practitioners; and informaticists, actuaries, and managers at payer organizations. It will also be valuable in diverse analytics, operations, and IT courses in business, engineering, and healthcare certificate programs.

Hidden

James R. Langabeer II
Hidden Book PDF

Author : James R. Langabeer II
Publisher : Jones & Bartlett Publishers
Page : 464 pages
File Size : 40,5 Mb
Release : 2008-05-02
Category : Medical
ISBN : 9781449664718

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Hidden by James R. Langabeer II Pdf

Hospitals are large and complex organizations, yet they function largely without sophistication and technology inherent in other large businesses. In a time when well over half of all hospitals report negative operating margins, driving down costs through logistics and the supply chain is one of the most important yet overlooked areas for cost improvements. Hospitals and other healthcare systems spend more time and money on their supply chain than on physicians and doctors salaries combined. This is one of the first books to focus on the core business support services typically called "logistics" in healthcare. These include: Hospital materials management and the clinical supply chain Laundry and linen management. Important Notice: The digital edition of this book is missing some of the images or content found in the physical edition.

Data Mining and Analytics in Healthcare Management

David L. Olson,Özgür M. Araz
Data Mining and Analytics in Healthcare Management Book PDF

Author : David L. Olson,Özgür M. Araz
Publisher : Springer Nature
Page : 195 pages
File Size : 47,8 Mb
Release : 2023-04-20
Category : Medical
ISBN : 9783031281136

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Data Mining and Analytics in Healthcare Management by David L. Olson,Özgür M. Araz Pdf

This book presents data mining methods in the field of healthcare management in a practical way. Healthcare quality and disease prevention are essential in today’s world. Healthcare management faces a number of challenges, e.g. reducing patient growth through disease prevention, stopping or slowing disease progression, and reducing healthcare costs while improving quality of care. The book provides an overview of current healthcare management problems and highlights how analytics and knowledge management have been used to better cope with them. It then demonstrates how to use descriptive and predictive analytics tools to help address these challenges. In closing, it presents applications of software solutions in the context of healthcare management. Given its scope, the book will appeal to a broad readership, from researchers and students in the operations research and management field to practitioners such as data analysts and decision-makers who work in the healthcare sector.

Research Anthology on Decision Support Systems and Decision Management in Healthcare, Business, and Engineering

Management Association, Information Resources
Research Anthology on Decision Support Systems and Decision Management in Healthcare Business and Engineering Book PDF

Author : Management Association, Information Resources
Publisher : IGI Global
Page : 1538 pages
File Size : 46,6 Mb
Release : 2021-05-28
Category : Business & Economics
ISBN : 9781799890249

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Research Anthology on Decision Support Systems and Decision Management in Healthcare, Business, and Engineering by Management Association, Information Resources Pdf

Decision support systems (DSS) are widely touted for their effectiveness in aiding decision making, particularly across a wide and diverse range of industries including healthcare, business, and engineering applications. The concepts, principles, and theories of enhanced decision making are essential points of research as well as the exact methods, tools, and technologies being implemented in these industries. From both a standpoint of DSS interfaces, namely the design and development of these technologies, along with the implementations, including experiences and utilization of these tools, one can get a better sense of how exactly DSS has changed the face of decision making and management in multi-industry applications. Furthermore, the evaluation of the impact of these technologies is essential in moving forward in the future. The Research Anthology on Decision Support Systems and Decision Management in Healthcare, Business, and Engineering explores how decision support systems have been developed and implemented across diverse industries through perspectives on the technology, the utilizations of these tools, and from a decision management standpoint. The chapters will cover not only the interfaces, implementations, and functionality of these tools, but also the overall impacts they have had on the specific industries mentioned. This book also evaluates the effectiveness along with benefits and challenges of using DSS as well as the outlook for the future. This book is ideal for decision makers, IT consultants and specialists, software developers, design professionals, academicians, policymakers, researchers, professionals, and students interested in how DSS is being used in different industries.

Healthcare Service Management

Li Tao,Jiming Liu
Healthcare Service Management Book PDF

Author : Li Tao,Jiming Liu
Publisher : Springer
Page : 168 pages
File Size : 46,5 Mb
Release : 2019-05-08
Category : Computers
ISBN : 9783030153854

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Healthcare Service Management by Li Tao,Jiming Liu Pdf

Healthcare service systems are of profound importance in promoting the public health and wellness of people. This book introduces a data-driven complex systems modeling approach (D2CSM) to systematically understand and improve the essence of healthcare service systems. In particular, this data-driven approach provides new perspectives on health service performance by unveiling the causes for service disparity, such as spatio-temporal variations in wait times across different hospitals. The approach integrates four methods -- Structural Equation Modeling (SEM)-based analysis; integrated projection; service management strategy design and evaluation; and behavior-based autonomy-oriented modeling -- to address respective challenges encountered in performing data analytics and modeling studies on healthcare services. The thrust and uniqueness of this approach lies in the following aspects: Ability to explore underlying complex relationships between observed or latent impact factors and service performance. Ability to predict the changes and demonstrate the corresponding dynamics of service utilization and service performance. Ability to strategically manage service resources with the adaptation of unpredictable patient arrivals. Ability to figure out the working mechanisms that account for certain spatio-temporal patterns of service utilization and performance. To show the practical effectiveness of the proposed systematic approach, this book provides a series of pilot studies within the context of cardiac care in Ontario, Canada. The exemplified studies have unveiled some novel findings, e.g., (1) service accessibility and education may relieve the pressure of population size on service utilization; (2) functionally coupled units may have a certain cross-unit wait-time relationship potentially because of a delay cascade phenomena; (3) strategically allocating time blocks in operating rooms (ORs) based on a feedback mechanism may benefit OR utilization; (4) patients’ and hospitals’ autonomous behavior, and their interactions via wait times may bear the responsible for the emergence of spatio-temporal patterns observed in the real-world cardiac care system. Furthermore, this book presents an intelligent healthcare decision support (iHDS) system, an integrated architecture for implementing the data-driven complex systems modeling approach to developing, analyzing, investigating, supporting and advising healthcare related decisions. In summary, this book provides a data-driven systematic approach for addressing practical decision-support problems confronted in healthcare service management. This approach will provide policy makers, researchers, and practitioners with a practically useful way for examining service utilization and service performance in various ``what-if" scenarios, inspiring the design of effectiveness resource-allocation strategies, and deepening the understanding of the nature of complex healthcare service systems.

Handbook of Healthcare Operations Management

Brian T. Denton
Handbook of Healthcare Operations Management Book PDF

Author : Brian T. Denton
Publisher : Springer Science & Business Media
Page : 542 pages
File Size : 44,7 Mb
Release : 2013-02-28
Category : Business & Economics
ISBN : 9781461458852

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Handbook of Healthcare Operations Management by Brian T. Denton Pdf

From the Preface: Collectively, the chapters in this book address application domains including inpatient and outpatient services, public health networks, supply chain management, and resource constrained settings in developing countries. Many of the chapters provide specific examples or case studies illustrating the applications of operations research methods across the globe, including Africa, Australia, Belgium, Canada, the United Kingdom, and the United States. Chapters 1-4 review operations research methods that are most commonly applied to health care operations management including: queuing, simulation, and mathematical programming. Chapters 5-7 address challenges related to inpatient services in hospitals such as surgery, intensive care units, and hospital wards. Chapters 8-10 cover outpatient services, the fastest growing part of many health systems, and describe operations research models for primary and specialty care services, and how to plan for patient no-shows. Chapters 12 – 16 cover topics related to the broader integration of health services in the context of public health, including optimizing the location of emergency vehicles, planning for mass vaccination events, and the coordination among different parts of a health system. Chapters 17-18 address supply chain management within hospitals, with a focus on pharmaceutical supply management, and the challenges of managing inventory for nursing units. Finally, Chapters 19-20 provide examples of important and emerging research in the realm of humanitarian logistics.

Health Care Operations and Supply Chain Management

John F. Kros,Evelyn C. Brown
Health Care Operations and Supply Chain Management Book PDF

Author : John F. Kros,Evelyn C. Brown
Publisher : John Wiley & Sons
Page : 576 pages
File Size : 52,6 Mb
Release : 2013-01-14
Category : Medical
ISBN : 9781118109779

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Health Care Operations and Supply Chain Management by John F. Kros,Evelyn C. Brown Pdf

Health Care Operations and Supply Chain Management This innovative text offers a thorough foundation in operations management, supply chain management,?and the strategic implementation of programs, techniques, and tools for reducing costs and improving quality in health care organizations. The authors incorporate the features and functions of Microsoft Excel where appropriate in their coverage of supply chain strategy, process design and analysis of health care operations, managing health care operations quality, and planning and controlling health care operations. Health Care Operations and Supply Chain Management offers real-world examples to illustrate the most current concepts and techniques such as value stream mapping and Six Sigma. In addition, the authors clearly demonstrate how operations and process improvement relate to contemporary health care trends such as evidence-based medicine and pay-for-performance. Health Care Operations and Supply Chain Management contains: Leading edge concepts and techniques Real-life data and actual examples from health care settings to underscore the main concepts in the text Instruction in the use of Microsoft Excel for health care operations and supply side management The book's numerous screen shots and detailed instructions guide the student through the use of Microsoft Excel's many functions and features.

Health Care Information Systems

Karen A. Wager,Frances W. Lee,John P. Glaser
Health Care Information Systems Book PDF

Author : Karen A. Wager,Frances W. Lee,John P. Glaser
Publisher : John Wiley & Sons
Page : 418 pages
File Size : 50,5 Mb
Release : 2022-01-12
Category : Medical
ISBN : 9781119853862

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Health Care Information Systems by Karen A. Wager,Frances W. Lee,John P. Glaser Pdf

The most up-to-date edition of the gold standard in health care information system references In the newly revised Fifth Edition of Health Care Information Systems, veteran healthcare information management experts and educators Karen A. Wager and Frances Wickham Lee, along with nationally-recognized leader in health information technology, John P. Glaser, deliver a one-stop resource for graduate and upper-level undergraduate students to gain the knowledge and develop the skills they need to manage information and information systems technology in the new healthcare environment. The latest edition sees its focus shift from the adoption of health care information systems and electronic health records to making effective use of health care data, information, and systems and optimizing their impact. New additions to this celebrated text include: Explorations of how health care information systems and information technology can be used to support national quality initiatives, value-based payment, population health management, and precision health and quality reporting Discussions of how issues like interoperability, electronic health record usability, and health IT safety are being (or not being) addressed Treatments of the roles played by data governance and analytics in clinical decision making and healthcare operations. Filled with case studies, supplemental resources, and engaging examinations of critical areas in health care information system use, management, implementation, and support, Health Care Information Systems is an ideal reference for students taking courses in business administration, public health, health administration, medicine, health informatics and health care management.

Analytics in Healthcare: An Introduction

Raymond A. Gensinger, Jr., MD, CPHIMS, FHIMSS, Editor
Analytics in Healthcare An Introduction Book PDF

Author : Raymond A. Gensinger, Jr., MD, CPHIMS, FHIMSS, Editor
Publisher : HIMSS
Page : 134 pages
File Size : 43,9 Mb
Release : 2014
Category : Health services administration
ISBN : 9781938904653

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Analytics in Healthcare: An Introduction by Raymond A. Gensinger, Jr., MD, CPHIMS, FHIMSS, Editor Pdf

Analytics in healthcare: An introduction product details : 1) It gives clear insights about healthcare analytics. 2) This is helpful for both student and staff. 3) Includes data governance and DELTA analytics maturity model. 4) Quick and manageable to read.