Handbook of healthcare analytics : theoretical minimum for conducting 21st century research on healthcare operations /: theoretical minimum for conducting 21st century research on healthcare operations. (2018)

• Record Type: Book
• Further Information: Note: Tinglong Dai, Sridhar Tayur, editors.
• Authors: Dai, Tinglong
• Editors: Dai, Tinglong; Tayur, Sridhar
• Contents: List of Contributors xvii Preface xix Glossary of Terms xxvii Acknowledgments xxxv Part I Thrusts Macro-level Thrusts (MaTs) 1 Organizational Structure 1; Jay Levine 1.1 Introduction to the Healthcare Industry 2 1.2 Academic Medical Centers 6 1.3 Community Hospitals and Physicians 16 1.4 Conclusion 19 2 Access to Healthcare 21; Donald R. Fischer 2.1 Introduction 21 2.2 Goals 27 2.3 Opportunity for Action 29 3 Market Design 31; Itai Ashlagi 3.1 Introduction 31 3.2 Matching Doctors to Residency Programs 31 3.2.1 Early Days 31 3.2.2 A Centralized Market and New Challenges 32 3.2.3 Puzzles andTheory 33 3.3 Kidney Exchange 35 3.3.1 Background 35 3.3.2 Creating a Thick Marketplace for Kidney Exchange 36 3.3.3 Dynamic Matching 38 3.3.4 The Marketplace for Kidney Exchange in the United States 41 3.3.5 Final Comments on Kidney Exchange 43 References 44 Meso-level Thrusts (MeTs) 4 Competing Interests 51; Joel Goh 4.1 Introduction 51 4.2 The Literature on Competing Interests 53 4.2.1 Evaluation of Pharmaceutical Products 53 4.2.1.1 Individual Drug Classes 54 4.2.1.2 Multiple Interventions 55 4.2.1.3 Review Articles 56 4.2.2 Physician Ownership 56 4.2.2.1 Physician Ownership of Ancillary Services 57 4.2.2.2 Physician Ownership of Ambulatory Surgery Centers 59 4.2.2.3 Physician Ownership of Speciality Hospitals 60 4.2.2.4 Physician-Owned Distributors 61 4.2.3 Medical Reporting 62 4.2.3.1 DRG Upcoding 63 4.2.3.2 Non-DRG Upcoding 64 4.3 Examples 65 4.3.1 Example 1: Physician Decisions with Competing Interests 66 4.3.2 Example 2: Evidence of HAI Upcoding 70 4.4 Summary and FutureWork 72 References 73 5 Quality of Care 79; Hummy Song and Senthil Veeraraghavan 5.1 Frameworks for Measuring Healthcare Quality 79 5.1.1 The Donabedian Model 79 5.1.2 The AHRQ Framework 81 5.2 Understanding Healthcare Quality: Classification of the Existing OR/MS Literature 82 5.2.1 Structure 82 5.2.2 Process 85 5.2.3 Outcome 91 5.2.4 Patient Experience 92 5.2.5 Access 94 5.3 Open Areas for Future Research 95 5.3.1 Understanding Structures and Their Interactions with Processes and Outcomes 95 5.3.2 Understanding Patient Experiences andTheir Interactions with Structure 96 5.3.3 Understanding Processes andTheir Interactions with Outcomes 97 5.3.4 Understanding Access to Care 98 5.4 Conclusions 98 Acknowledgments 99 References 99 6 PersonalizedMedicine 109; Turgay Ayer and Qiushi Chen 6.1 Introduction 109 6.2 Sequential Decision Disease Models with Health Information Updates 111 6.2.1 Case Study: POMDP Model for Personalized Breast Cancer Screening 113 6.2.2 Case Study: Kalman Filter for Glaucoma Monitoring 116 6.2.3 Other Relevant Studies 118 6.3 One-Time Decision Disease Models with Risk Stratification 120 6.3.1 Case Study: Subtype-Based Treatment for DLBCL 121 6.3.2 Other Applications 124 6.4 Artificial Intelligence-Based Approaches 125 6.4.1 Learning from Existing Health Data 126 6.4.2 Learning from Trial and Error 127 6.5 Conclusions and Emerging Future Research Directions 128 References 130 7 Global Health 137; Karthik V. Natarajan and Jayashankar M. Swaminathan 7.1 Introduction 137 7.2 Funding Allocation in Global Health Settings 139 7.2.1 Funding Allocation for Disease Prevention 139 7.2.2 Funding Allocation for Treatment of Disease Conditions 143 7.2.2.1 Service Settings 143 7.2.2.2 Product Settings 146 7.3 Inventory Allocation in Global Health Settings 147 7.3.1 Inventory Allocation for Disease Prevention 147 7.3.2 Inventory Allocation for Treatment of Disease Conditions 149 7.4 Capacity Allocation in Global Health Settings 153 7.5 Conclusions and Future Directions 155 References 156 8 Healthcare Supply Chain 159; Soo-Haeng Cho and Hui Zhao 8.1 Introduction 159 8.2 Literature Review 162 8.3 Model and Analysis 164 8.3.1 Generic Injectable Drug Supply Chain 164 8.3.1.1 Model 166 8.3.1.2 Analysis 168 8.3.2 Influenza Vaccine Supply Chain 171 8.3.2.1 Model 172 8.3.2.2 Analysis 173 8.4 Discussion and Future Research 177 Appendix 180 Acknowledgment 182 References 182 9 Organ Transplantation 187; Bar '�¸s Ata, John J. Friedewald and A. CemRanda 9.1 Introduction 187 9.2 The Deceased-Donor Organ Allocation system: Stakeholders and Their Objectives 189 9.3 Research Opportunities in the Area 199 9.3.1 Past Research on the Transplant Candidate’s Problem 199 9.3.2 Challenges in Modeling Patient Choice 201 9.3.3 Past Research on the Deceased-donor Organ Allocation Policy 202 9.3.4 Challenges in Modeling the Deceased-donor Organ Allocation Policy 206 9.3.5 Research Problems from the Perspective of Other Stakeholders 206 9.4 Concluding Remarks 208 References 209 Micro-level Thrusts (MiTs) 10 Ambulatory Care 217; Nan Liu 10.1 Introduction 217 10.2 How Operations are Managed in Primary Care Practice 218 10.3 What Makes Operations Management Difficult in Ambulatory Care 220 10.3.1 Competing Objectives 220 10.3.2 Environmental Factors 221 10.4 Operations ManagementModels 222 10.4.1 System-Wide Planning 222 10.4.2 Appointment Template Design 226 10.4.3 Managing Patient Flow 231 10.5 New Trends in Ambulatory Care 234 10.5.1 Online Market 234 10.5.2 Telehealth 235 10.5.3 Retail Approach of Outpatient Care 236 10.6 Conclusion 237 References 237 11 Inpatient Care 243; Van-Anh Truong 11.1 Modeling the InpatientWard 244 11.2 InpatientWard Policies 246 11.3 Interface with ED 247 11.4 Interface with Elective Surgeries 248 11.5 Discharge Planning 250 11.6 Incentive, Behavioral, and Organizational Issues 251 11.7 Future Directions 252 11.7.1 Essential Quantitative Tools 253 11.7.2 Resources for Learners 253 References 253 12 Residential Care 257; Nadia Lahrichi, Louis-Martin Rousseau andWillem-Jan van Hoeve 12.1 Overview of Home Care Delivery 257 12.1.1 Home Care 258 12.1.2 Home Healthcare 258 12.1.2.1 Temporary Care 259 12.1.2.2 Specialized Programs 259 12.1.3 Operational Challenges 260 12.1.3.1 Discussion of the Planning Horizon 262 12.1.3.2 Home Care Planning Problem 263 12.2 An Overview of Optimization Technology 263 12.2.1 Linear Programming 263 12.2.2 Mixed Integer Programming 264 12.2.3 Constraint Programming 265 12.2.4 Heuristics and Dedicated Methods 265 12.2.5 Technology Comparison 266 12.2.5.1 Solution Expectations and Solver Capabilities 266 12.2.5.2 Development Time and Maintenance 267 12.3
• Edition: 1st
• Publisher Details: Hoboken, New Jersey : John Wiley & Sons, Inc
• Publication Date: 2018
• Extent: 1 online resource
• Subjects: 610.285; Medical care -- Data processing; Medical care -- Information services
• Languages: English
• ISBNs: 9781119300960
• Related ISBNs: 9781119300953
• Notes: Note: Description based on CIP data; resource not viewed.
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.