ADVANCE: Health Information Learning Resources Vol. 1, 2024

Health Information Management

Table of Contents

About the Book

Thoroughly revised and updated! Data analytics proficiency is now, more than ever, important for all health information managers and health informaticians. Data Analytics in Healthcare Research: Tools and Strategies demonstrates how to conduct health data analytics and secondary research studies with authentic case studies that provide experience with databases and statistical software for data extraction, normalization, transformation, visualization, and statistical analyses. By combining open-source data and open-source analytic tools, this textbook, along with online datasets, provides faculty and students a unique opportunity to experience big data from a truly hands-on perspective.

Introduction to Healthcare Informatics Introduction to Healthcare informatics brings together healthcare-generated information with technology for the purpose of improving quality of care in a cost-effective manner. Written by industry experts, this new edition of Introduction to Healthcare Informatics provides a comprehensive overview to key concepts that are vital to healthcare informatics and how they affect the industry as a whole. Newly organized chapters contain fundamental information on electronic health records (EHRs), ethics, data and information, privacy and security, research, and future trends in the field of healthcare informatics.

Part 1 1 Overview of Health Informatics and Healthcare Data 2 Electronic Health Records and Clinical Information Systems 3 Healthcare Standards, Classification Systems, and Healthcare Information Exchange 4 Implementing Healthcare Information Systems Part 2 5 Understanding Database 6 Healthcare Informatics and Decision Support 7 Introduction to Research 8 Introduction to Data Science 9 Data Analytics and Machine Learning Part 3 10 Privacy for Health Information 11 Security for Health Information 12 Data Governance 13 Ethics Part 4 14 Technology for Digital Health, Telemedicine, and Mobile Health Systems 15 Public Health Informatics 16 Trends and Emerging Technologies Glossary Index

Part I: Foundations for Analyzing Data 1 Data and Information Governance 2 Data Analytics and Privacy and Security 3 Introduction to Data Analytics: Tools, Techniques, and Data 4 Introduction to Microsoft Excel 5 Introduction to MySQL 6 Introduction to R Part II: Application of Analyzing Data 7 Exploratory Data Analysis and Data Visualization of MS-DRGs 8 Comparing Hospital Quality Ratings to Adoption of Interoperability 9 Population Health: Hazardous Air Pollutants and County-Level Health Measures 10 Comparative Effectiveness Research: Case Study of Hospital Readmissions 11 Comparing Medicare Spending per Patient and Patient Satisfaction Scores 12 Evaluating Excessive Hospital Readmissions: The Geographic Impact 13 Nursing Home Ratings: The Impact of Quality Measures, Staffing, Ownership, and Health Inspections on Overall Quality 14 The Relationship between a Quality Measure and Staffing Hours in Nursing Homes 15 Studying the Relationship between Primary Care Access and Preventive Care Utilization 16 Studying the Relationship between 17 Application of Machine Learning for Describing the Performance of Hospitals Answer Key Glossary Index Socioeconomic Factors and Preventive Care Utilization About the Editors David T. Marc , PhD, CHDA, is an associate professor, the Health Informatics and Information Management department chair, and the Health Informatics graduate program director at the College of St. Scholastica. Ryan H. Sandefer , PhD, is the vice president for academic affairs at the College of St. Scholastica, and an associate professor in the Department of Health Informatics and Information Management.

Data Analytics in Healthcare Research : Tools and Strategies, Second Edition David T. Marc , PhD, CHDA Ryan H. Sandefer , PhD

Introduction to Healthcare Informatics, Third Edition

Leming Zhou , PhD, DSc Lesley Clack , ScD, CPH

Key Features

• New chapter organization to aid in student comprehension • New case studies from real world examples in each chapter • In-depth analysis of data types, standards, data quality, and the interpretation and display of information • Healthcare legal issues are explored, such as HIPAA and legal EHRs

• New four-color interior design with updated artwork! • Provides research and analytic case studies, including step-by- step instructions for analyzing healthcare data and using statistical techniques • Offers remote access to an SQL healthcare-related database for big data analysis with access to database queries and statistical platform scripts for use in the classroom • Uses a database consisting of open-source data integrated from a variety of federal agencies including the Centers for Medicare and Medicaid Services (CMS), and the US Census Bureau, Office of the National Coordinator for Health Information Technology, Environmental Protection Agency (EPA), Centers for Disease Control and Prevention, and Minnesota Department of Health • Utilizes MySQL Workbench, Microsoft Excel, R, and RStudio for statistical analysis and data visualization

Product#: AB120021

ISBN: 978-1-58426-878-9 Softcover 616 pages Premier Member: $67.95 Member: $69.95 List: $84.95

ebook Available e-ISBN: 978-1-58426-879-6

ebook Available e-ISBN: 978-1-58426-786-7

Instructor Resources include the following: • Instructor manual • Presentation slides • Sample program syllabi • Map to the AHIMA HIM curriculum competencies • Transition guide The test bank is also available in Respondus.

About the Editors Leming Zhou, PhD, DSc, is an

Instructor Resources include the following: • Instructor manual • Instructor access to presentation slides • Lab exercises • Test bank for each chapter The test bank is also available in Respondus.

associate professor and the Master of Science in Health Informatics program director within the Department of Health Information Management at the University of Pittsburgh. Lesley Clack , ScD, CPH, is an Associate Professor and Chair of the Department of Health Sciences at Florida Gulf Coast University. She also serves as the Program Director for the Master of Science in Health Science and Bachelor of Science in Health Administration degree programs.

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