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The Resource Theories to Inform Superior Health Informatics Research and Practice, Nilmini Wickramasinghe, Jonathan L. Schaffer, editors, (electronic book)

Theories to Inform Superior Health Informatics Research and Practice, Nilmini Wickramasinghe, Jonathan L. Schaffer, editors, (electronic book)

Label
Theories to Inform Superior Health Informatics Research and Practice
Title
Theories to Inform Superior Health Informatics Research and Practice
Statement of responsibility
Nilmini Wickramasinghe, Jonathan L. Schaffer, editors
Contributor
Editor
Subject
Language
eng
Summary
This unifying volume offers a clear theoretical framework for the research shaping the emerging direction of informatics in health care. Contributors ground the reader in the basics of informatics methodology and design, including creating salient research questions, and explore the human dimensions of informatics in studies detailing how patients perceive, respond to, and use health data. Real-world examples bridge the theoretical and the practical as knowledge management-based solutions are applied to pervasive issues in information technologies and service delivery. Together, these articles illustrate the scope of health possibilities for informatics, from patient care management to hospital administration, from improving patient satisfaction to expanding the parameters of practice. Highlights of the coverage: · Design science research opportunities in health care · IS/IT governance in health care: an integrative model · Persuasive technologies and behavior modification through technology: design of a mobile application for behavior change · The development of a hospital secure messaging and communication platform: a conceptualization · The development of intelligent patient-centric systems for health care · An investigation on integrating Eastern and Western medicine with informatics Interest in Theories to Inform Superior Health Informatics Research and Practice cuts across academia and the healthcare industry. Its audience includes healthcare professionals, physicians and other clinicians, practicing informaticians, hospital administrators, IT departments, managers, and management consultants, as well as scholars, researchers, and students in health informatics and public health
Member of
Cataloging source
N$T
Dewey number
610.285
Illustrations
illustrations
Index
index present
LC call number
R858.A3
Literary form
non fiction
Nature of contents
  • dictionaries
  • bibliography
http://library.link/vocab/relatedWorkOrContributorName
  • Wickramasinghe, Nilmini
  • Schaffer, Jonathan L.
Series statement
Healthcare delivery in the information age
http://library.link/vocab/subjectName
  • Medical informatics
  • Medical care
  • Medicine & Public Health
  • Health Informatics
  • Health Care Management
  • Health Administration
Label
Theories to Inform Superior Health Informatics Research and Practice, Nilmini Wickramasinghe, Jonathan L. Schaffer, editors, (electronic book)
Instantiates
Publication
Bibliography note
Includes bibliographical references and index
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
  • Intro; Dedication; Foreword; Preface; Epilogue; Contents; Part I: Research Design and Methodologies; Chapter 1: Design Science Research Opportunities in Health Care; 1.1 Design Science Research Concepts; 1.2 Healthcare Challenges and Design Science Research; 1.3 A Survey of Recent DSR Projects in Health Care; 1.3.1 Medical Systems; 1.3.2 Clinical Protocols; 1.3.3 Medical Devices; 1.3.4 Electronic Medical Records (EMRs); 1.3.5 Healthcare Data Analytics; 1.3.6 Healthcare Governance; 1.3.7 Healthcare Delivery Services; 1.3.8 Public Health and Preventive Care; 1.3.9 Pharmaceutical Systems
  • 1.3.10 Miscellaneous1.4 Healthcare Case Vignettes; 1.4.1 Vignette A: Sensors for Monitoring Blood Glucose; 1.4.2 Vignette B: Calorie Cruncher; 1.5 Discussion; 1.6 Conclusions; References; Chapter 2: Using a Survey Methodology to Measure User Satisfaction with Clinical Information Systems; 2.1 Introduction; 2.2 Methods; 2.3 Results; 2.3.1 CIS User Satisfaction; 2.3.2 Training and Technical Support Satisfaction; 2.4 Discussion; 2.5 Conclusion; References; Chapter 3: Application of Hermeneutics in Understanding New Emerging Technologies in Health Care: An Example from mHealth Case Study
  • 3.1 Introduction3.2 Hermeneutics; 3.3 An Example of Hermeneutics in an mHealth Case Study Research; 3.4 Conclusion; References; Chapter 4: IS/IT Governance in Health Care: An Integrative Model; 4.1 Introduction; 4.2 Literature Review; 4.2.1 IS/IT Governance; 4.2.2 Value and Business Value; 4.3 Research Objective and Research Questions; 4.4 Research Design and Methodology; 4.4.1 Research Methodology; 4.4.2 Research Strategy: Case Study; 4.4.3 Data Collection and Analysis; 4.5 Findings; 4.5.1 The IS/IT Governance Structure in Place; 4.5.2 The Impact of Adopting This IS/IT Governance Approach
  • 4.5.3 The Factors That Affect IS/IT Governance in Health Care4.5.3.1 People Factors; 4.5.3.2 Process Factors; 4.5.3.3 Technology Factors; 4.6 How to Build Robust IS/IT Governance Practices; 4.7 Discussion; 4.8 Conclusion; References; Chapter 5: Predictive Analytics in Health Care: Methods and Approaches to Identify the Risk of Readmission; 5.1 Introduction; 5.2 Background; 5.2.1 Predictive Analytics; 5.2.2 Application Areas; 5.2.2.1 Sales and Marketing; 5.2.2.2 Insurance; 5.2.2.3 Finance; 5.2.2.4 Law Enforcement; 5.2.2.5 Health Care; 5.3 Risk Prediction Models in Health Care; 5.3.1 Overview
  • 5.3.1.1 Sample Size5.3.1.2 Split Ratio; 5.3.1.3 Object of Investigation; 5.3.1.4 Readmission Period; 5.3.1.5 Independent Variables; 5.3.1.6 Issues; 5.3.2 Methods; 5.3.2.1 Regression Analysis; 5.3.2.2 Support Vector Machines (SVMs); 5.3.2.3 Decision Trees (DT); 5.3.2.4 Random Forests (RF); 5.3.2.5 Artificial Neural Networks (ANN); 5.3.3 Evaluation of Methods; 5.4 Discussion; References; Chapter 6: An Ontology for Capturing Pervasive Mobile Solution Benefits in Diabetes Care: Insights from a Longitudinal Multi-country Study; 6.1 Background
Extent
1 online resource
Form of item
online
Isbn
9783319722870
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Other control number
10.1007/978-3-319-72287-0
Other physical details
illustrations.
System control number
  • on1032070687
  • (OCoLC)1032070687
Label
Theories to Inform Superior Health Informatics Research and Practice, Nilmini Wickramasinghe, Jonathan L. Schaffer, editors, (electronic book)
Publication
Bibliography note
Includes bibliographical references and index
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
  • Intro; Dedication; Foreword; Preface; Epilogue; Contents; Part I: Research Design and Methodologies; Chapter 1: Design Science Research Opportunities in Health Care; 1.1 Design Science Research Concepts; 1.2 Healthcare Challenges and Design Science Research; 1.3 A Survey of Recent DSR Projects in Health Care; 1.3.1 Medical Systems; 1.3.2 Clinical Protocols; 1.3.3 Medical Devices; 1.3.4 Electronic Medical Records (EMRs); 1.3.5 Healthcare Data Analytics; 1.3.6 Healthcare Governance; 1.3.7 Healthcare Delivery Services; 1.3.8 Public Health and Preventive Care; 1.3.9 Pharmaceutical Systems
  • 1.3.10 Miscellaneous1.4 Healthcare Case Vignettes; 1.4.1 Vignette A: Sensors for Monitoring Blood Glucose; 1.4.2 Vignette B: Calorie Cruncher; 1.5 Discussion; 1.6 Conclusions; References; Chapter 2: Using a Survey Methodology to Measure User Satisfaction with Clinical Information Systems; 2.1 Introduction; 2.2 Methods; 2.3 Results; 2.3.1 CIS User Satisfaction; 2.3.2 Training and Technical Support Satisfaction; 2.4 Discussion; 2.5 Conclusion; References; Chapter 3: Application of Hermeneutics in Understanding New Emerging Technologies in Health Care: An Example from mHealth Case Study
  • 3.1 Introduction3.2 Hermeneutics; 3.3 An Example of Hermeneutics in an mHealth Case Study Research; 3.4 Conclusion; References; Chapter 4: IS/IT Governance in Health Care: An Integrative Model; 4.1 Introduction; 4.2 Literature Review; 4.2.1 IS/IT Governance; 4.2.2 Value and Business Value; 4.3 Research Objective and Research Questions; 4.4 Research Design and Methodology; 4.4.1 Research Methodology; 4.4.2 Research Strategy: Case Study; 4.4.3 Data Collection and Analysis; 4.5 Findings; 4.5.1 The IS/IT Governance Structure in Place; 4.5.2 The Impact of Adopting This IS/IT Governance Approach
  • 4.5.3 The Factors That Affect IS/IT Governance in Health Care4.5.3.1 People Factors; 4.5.3.2 Process Factors; 4.5.3.3 Technology Factors; 4.6 How to Build Robust IS/IT Governance Practices; 4.7 Discussion; 4.8 Conclusion; References; Chapter 5: Predictive Analytics in Health Care: Methods and Approaches to Identify the Risk of Readmission; 5.1 Introduction; 5.2 Background; 5.2.1 Predictive Analytics; 5.2.2 Application Areas; 5.2.2.1 Sales and Marketing; 5.2.2.2 Insurance; 5.2.2.3 Finance; 5.2.2.4 Law Enforcement; 5.2.2.5 Health Care; 5.3 Risk Prediction Models in Health Care; 5.3.1 Overview
  • 5.3.1.1 Sample Size5.3.1.2 Split Ratio; 5.3.1.3 Object of Investigation; 5.3.1.4 Readmission Period; 5.3.1.5 Independent Variables; 5.3.1.6 Issues; 5.3.2 Methods; 5.3.2.1 Regression Analysis; 5.3.2.2 Support Vector Machines (SVMs); 5.3.2.3 Decision Trees (DT); 5.3.2.4 Random Forests (RF); 5.3.2.5 Artificial Neural Networks (ANN); 5.3.3 Evaluation of Methods; 5.4 Discussion; References; Chapter 6: An Ontology for Capturing Pervasive Mobile Solution Benefits in Diabetes Care: Insights from a Longitudinal Multi-country Study; 6.1 Background
Extent
1 online resource
Form of item
online
Isbn
9783319722870
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Other control number
10.1007/978-3-319-72287-0
Other physical details
illustrations.
System control number
  • on1032070687
  • (OCoLC)1032070687

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