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kudyba stephan p. - healthcare informatics

Healthcare Informatics Improving Efficiency through Technology, Analytics, and Management




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Dettagli

Genere:Libro
Lingua: Inglese
Pubblicazione: 06/2022
Edizione: 1° edizione





Note Editore

Healthcare Informatics: Improving Efficiency through Technology, Analytics, and Management supplies an understanding of the different types of healthcare service providers, corresponding information technologies, analytic methods, and data issues that play a vital role in transforming the healthcare industry. All of these elements are reshaping the various activities such as workflow and processes of hospitals, healthcare systems, ACOs, and patient analytics, including hot spotting, risk stratification, and treatment effectiveness.A follow-up to Healthcare Informatics: Improving Efficiency and Productivity, this latest book includes new content that examines the evolution of Big Data and how it is revolutionizing the healthcare industry. It presents strategies for achieving national goals for the meaningful use of health information technology and includes sound project management principles and case illustrations for technology roll-out, such as Computer Physician Order Entry (CPOE) for optimal utilization.The book describes how to enhance process efficiency by linking technologies, data, and analytics with strategic initiatives to achieve success. It explains how to leverage data resources with analytics to enhance decision support for care providers through in-depth descriptions of the array of analytic methods that are used to create actionable information, including Business Intelligence, Six Sigma, Data, and Text Mining.




Sommario

An Introduction to the US Health Care Industry, Information Technology, and InformaticsIT, Informatics and HC Productivity: An Historical PerspectiveProductivity and Efficiency and the Uniqueness of HCEffective Informatics and Management Theory and AnalyticsElectronic Health Information, Healthcare System Interoperability, Mobile Health, and the Formation of a Community of Health and Wellness Introduction to Healthcare ReformRole of Big Data and Information SystemsAdvanced Data and Predictive AnalyticsEstablishing a Data-Driven Community of HealthTechnology in the Pipeline (Mobile Health)Quality Time in HC: Strategies for Achieving Meaningful Use of Health ITThe State of our Current HC SystemDrivers of Change to Promote a More Productive IndustryDeveloping a Plan for ChangeIT Strategies for Achieving Meaningful UseMeaningful Use and the Road AheadA Project Management Framework for Healthcare Informatics InitiativesProject Management for HCProject InitiationProject PlanningProject Execution, Monitoring and ControllingProject CloseoutNursing Roles in the Implementation of Clinical Information SystemsImplementation Roles (Executive Sponsor, Project Director, Team Leader, Clinical Systems Analyst, Educator, Super User)The Phases of Implementation (Systems Selection, The Systems Design Phase, The System Roll Out, System Optimization)Architecting Transitions to a Fully Electronic Medical Record with Emphasis on Physician Adoption and Optimal UtilizationBackground on CPOE Perceptions, Costs, OutcomesMedical Error Reduction PropositionPreplanning and Process Workflow for CPOEMethodology for AdoptionOrganizational TransformationThe End ProductKnowledge Translation and Informatics in HealthcareStrategies for Improving Knowledge Translation in HCAreas of Professional NeedsClinician and Patient Deficits in Knowledge and SkillsCPOE, Workflow, and Computer RemindersNew Knowledge from DataAn Application of Healthcare Informatics to Improve Patient Safety and Outcomes: Case Studies from Trinity HealthPhysician-Led InformaticsIntegrated Information Shared ServicesClinical Adverse Drug Events Alert System (ADE)The New Medical Frontier: Real-Time Wireless Medical Data Acquisition for the 21st CenturyEvolution of Modern MedicineData Standards and AcquisitionWireless Medical DevicesExpert Systems, Data Mining, and Big DataThe World of Health AnalyticsAnalysis ParalysisAnalytical Maturity and ObjectivesBusiness and Clinical AnalyticsImproving Organizational Performance and Lowering Costs and Improving OutcomesInformation Creation through Analytics (A Focus on Healthcare)What Are Analytics?Business Intelligence Components and Data MiningSix SigmaAnalytics and Episodes of CareVisualizationEnhancing Data Resources and Business Intelligence in HealthcarePaper Documents to Digital to Increase Patient Treatment IntelligenceBusiness Intelligence, Electronic Records, and Six SigmaReviewing an ER WorkflowTaking Action for Health Plan Members’ Health: An Argument for an Expert System’s Approach to Optimizing Care Management Utilization and Financial OutcomesHot Spotting and Understanding the HC PopulationActionable Information and a Plan for Patient CareKnowledge Discovery through Multivariate AnalyticsAn Introduction to Data and Text Mining in Healthcare: A Focus on Building Alerting Systems for Decision SupportHealthcare Alerting Systems and Data MiningBig Data in Healthcare todayCase Study for Decision SupportText Mining for Alerting SystemsData Mining Applications in HealthcareData Mining as a Process in Healthcare (Discovery, Prediction, Mining and Scoring, Build and Deploy)Mining Unstructured Data from Blogs for Information Discovery in Cancer Treatment




Autore

Dr. Stephan P. Kudyba is a professor in the school of management at the New Jersey Institute of Technology. He has published numerous books, journal articles, and magazine articles on strategic utilization of data, information, and technologies to enhance organizational and macro productivity. Dr. Kudyba regularly presents at academic conferences, corporate seminars, and university symposiums addressing trends in information technologies, information management, and the evolving information and knowledge economy. He has over 15 years of private sector experience at prominent organizations in the US and Europe, has held editorial positions for academic journals, is a member of a number of information management based societies, and is involved with helping organizations across a variety of industries address strategic initiatives.










Altre Informazioni

ISBN:

9781032340005

Condizione: Nuovo
Dimensioni: 9.25 x 6.25 in Ø 1.33 lb
Formato: Brossura
Illustration Notes:55 b/w images and 8 color images
Pagine Arabe: 416


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