The Impact of Urgent Care Centers and Retail Clinics on Health CareAccess and Emergency Department Use Pubblico
Allen, Lindsay (2017)
Abstract
Urgent care centers and retail clinics - collectively referred to as walk-in clinics - represent a large, rapidly growing sector of the health care delivery landscape. These clinics are purported to improve access to health care and reduce non-emergent emergency department (ED) visits, yet empirical evidence about their impact on these outcomes is notably lacking. This dissertation provides foundational evidence about 1) the community characteristics associated with walk-in clinic locations; 2) the percentage of ED visits that could be transferred to walk-in clinics; and 3) the impact of walk-in clinics on rates of non-emergent ED use. Special attention is paid to the role of insurance, including Medicaid. Overall, I find that urgent care center and retail clinics are unlikely to have as large an impact on these outcomes as is hoped. First, walk-in clinics are not located in areas where health care access is most limited. Second, the percentage of ED visits that could be shifted to walk-in clinics is limited by access to the clinics themselves. Finally, walk-in clinics do not appear to reduce non-emergent ED use. For walk-in clinics to improve meaningfully health care access or ED use, policy makers should invest in additional research about this industry.
Table of Contents
CHAPTER 1: INTRODUCTION........................................................... 1
The Walk-in Clinic Market .................................................................2
Conceptual Framework ......................................................................3
Appropriateness .................................................................................3
Availability .........................................................................................4
Accommodation .................................................................................5
Affordability .......................................................................................5
Acceptability.......................................................................................6
The Emerging Role of Walk-in Clinics................................................6
Exhibit 1: Conceptual Framework......................................................8
CHAPTER 2: ZIP CODE LEVEL FACTORS ASSOCIATED WITH URGENT CARE CENTER AND RETAIL CLINIC LOCATIONS ......9
INTRODUCTION ...............................................................................9
METHODS ........................................................................................12
Data ..................................................................................................12
Measures and Analysis .....................................................................13
Limitations .......................................................................................14
RESULTS ...........................................................................................15
Urgent Care Centers ..........................................................................15
Retail Clinics .....................................................................................16
DISCUSSION .....................................................................................17
Exhibit 1: Map of Urgent Care Location and Retail Clinics in United States ......21
Exhibit 2: Characteristics of Non-Rural ZCTAs with and without Urgent Care Centers and Retail Clinics ......22
Exhibit 3: Marginal Effect of ZCTA-Level Characteristics on Probability of Having an Urgent Care Clinic in Non-Rural ZCTA ......23
Exhibit 4: Marginal Effect of ZCTA-Level Characteristics on Probability of Having a Retail Clinic in Non-Rural ZCTA ......24
Exhibit 5: Direction of Omitted Variable Bias .....................................25
CHAPTER 3: HOW MANY NON-EMERGENT EMERGENCY DEPARTMENT VISITS COULD BE MANAGED AT WALK-IN CLINICS? ......26
INTRODUCTION .................................................................................26
METHODS ...........................................................................................27
Data .....................................................................................................27
Analytic Strategy..................................................................................29
RESULTS ..............................................................................................31
DISCUSSION ........................................................................................32
Exhibit 1: Sample NYU ED Algorithm Probabilities ............................35
Exhibit 2: Percentage of ED Visits Treatable at Walk-In Clinics, by Payer Status ......36
CHAPTER 4: THE IMPACT OF URGENT CARE CENTERS AND RETAIL CLINICS ON NON-EMERGENT EMERGENCY DEPARTMENT USE ......37
INTRODUCTION ..................................................................................37
METHODS ............................................................................................40
The Role of Insurance...........................................................................41
Data ......................................................................................................42
Methodology and Measures ..................................................................42
Limitations ...........................................................................................45
RESULTS ...............................................................................................46
DISCUSSION .........................................................................................48
Exhibit 1: Payer Mix for ED and urgent care center visits .....................50
Exhibit 2: Analytic Sample Derivation ..................................................51
Exhibit 3: Marginal Effect of Walk-in Clinic Closures on Non-Emergent ED Visit Rate ......52
Exhibit 4: Hourly rate of non-emergent ED visits per ZIP code for those with private insurance, without an urgent care center in ZIP ......53
APPENDIX.............................................................................................54
Appendix A:Last Closure Time of Walk-in Clinic ..................................54
Appendix B: Marginal Effect of Walk-in Clinic Closures on Non-Emergent ED Visit Rate, 9 PM and 7 PM ......55
Appendix C: Marginal Effect of Walk-in Clinic Closures on Non-Emergent ED Visit Rate, Various Time Windows ......56
CHAPTER 5: CONCLUSION...................................................................57
REFERENCES.........................................................................................58
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