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Geographic Distribution of Disaster-Specific Emergency Department Use After Hurricane Sandy in New York City
Lee, David C; Smith, Silas W; Carr, Brendan G; Doran, Kelly M; Portelli, Ian; Grudzen, Corita R; Goldfrank, Lewis R
OBJECTIVE: We aimed to characterize the geographic distribution of post-Hurricane Sandy emergency department use in administrative flood evacuation zones of New York City. METHODS: Using emergency claims data, we identified significant deviations in emergency department use after Hurricane Sandy. Using time-series analysis, we analyzed the frequency of visits for specific conditions and comorbidities to identify medically vulnerable populations who developed acute postdisaster medical needs. RESULTS: We found statistically significant decreases in overall post-Sandy emergency department use in New York City but increased utilization in the most vulnerable evacuation zone. In addition to dialysis- and ventilator-dependent patients, we identified that patients who were elderly or homeless or who had diabetes, dementia, cardiac conditions, limitations in mobility, or drug dependence were more likely to visit emergency departments after Hurricane Sandy. Furthermore, patients were more likely to develop drug-resistant infections, require isolation, and present for hypothermia, environmental exposures, or administrative reasons. CONCLUSIONS: Our study identified high-risk populations who developed acute medical and social needs in specific geographic areas after Hurricane Sandy. Our findings can inform coherent and targeted responses to disasters. Early identification of medically vulnerable populations can help to map "hot spots" requiring additional medical and social attention and prioritize resources for areas most impacted by disasters. (Disaster Med Public Health Preparedness. 2016;page 1 of 11).
PMID: 26857616
ISSN: 1938-744x
CID: 2044742
Geographic variation in the demand for emergency care: A local population-level analysis
Lee, David C; Doran, Kelly M; Polsky, Daniel; Cordova, Emmanuel; Carr, Brendan G
BACKGROUND: Geographic variation in healthcare has been traditionally studied in large areas such as hospital referral regions or service areas. These analyses are limited by variation that exists within local communities. MATERIALS AND METHODS: Using a New York claims database, we analyzed variation in emergency department use using 35 million visits from 2008 to 2012 among 4797 Census tracts, a smaller unit than usually studied. Using multivariate analysis, we studied associations between population characteristics and proximity to healthcare with rates of emergency department use. We analyzed how factors associated with emergency department utilization differed among urban, suburban, and rural regions. RESULTS: We found significant geographic variation in emergency department use among Census tracts. Public insurance and uninsurance were correlated with high emergency department utilization across all types of regions. We found that race, ethnicity, and poverty were only associated with high emergency department use in urban regions. In suburban and rural regions, a lower proportion of elderly residents and shorter distances to the nearest ED were correlated with high emergency department use. CONCLUSIONS: Significant variation in emergency department use exists locally when studied within small geographic areas. Insurance type is significantly associated with variation in emergency department use across urban, suburban, and rural regions, whereas the significance of other factors depended on urbanicity. IMPLICATIONS: Studying geographic variation at a more granular level can lead to better understanding of local population health, drivers of healthcare utilization, and inform targeted interventions. Given heterogeneity in emergency department use by Census tract, policies directed at shaping acute care utilization must consider these local geographic differences.
PMID: 27343158
ISSN: 2213-0772
CID: 2165462
Emergency Department Visits for Homelessness or Inadequate Housing in New York City before and after Hurricane Sandy
Doran, Kelly M; McCormack, Ryan P; Johns, Eileen L; Carr, Brendan G; Smith, Silas W; Goldfrank, Lewis R; Lee, David C
Hurricane Sandy struck New York City on October 29, 2012, causing not only a large amount of physical damage, but also straining people's health and disrupting health care services throughout the city. In prior research, we determined that emergency department (ED) visits from the most vulnerable hurricane evacuation flood zones in New York City increased after Hurricane Sandy for several medical diagnoses, but also for the diagnosis of homelessness. In the current study, we aimed to further explore this increase in ED visits for homelessness after Hurricane Sandy's landfall. We performed an observational before-and-after study using an all-payer claims database of ED visits in New York City to compare the demographic characteristics, insurance status, geographic distribution, and health conditions of ED patients with a primary or secondary ICD-9 diagnosis of homelessness or inadequate housing in the first week after Hurricane Sandy's landfall versus the baseline weekly average in 2012 prior to Hurricane Sandy. We found statistically significant increases in ED visits for diagnosis codes of homelessness or inadequate housing in the week after Hurricane Sandy's landfall. Those accessing the ED for homelessness or inadequate housing were more often elderly and insured by Medicare after versus before the hurricane. Secondary diagnoses among those with a primary ED diagnosis of homelessness or inadequate housing also differed after versus before Hurricane Sandy. These observed differences in the demographic, insurance, and co-existing diagnosis profiles of those with an ED diagnosis of homelessness or inadequate housing before and after Hurricane Sandy suggest that a new population cohort-potentially including those who had lost their homes as a result of storm damage-was accessing the ED for homelessness or other housing issues after the hurricane. Emergency departments may serve important public health and disaster response roles after a hurricane, particularly for people who are homeless or lack adequate housing. Further, tracking ED visits for homelessness may represent a novel surveillance mechanism to assess post-disaster infrastructure impact and to prepare for future disasters.
PMCID:4835349
PMID: 26979519
ISSN: 1468-2869
CID: 2031932
Homelessness and ED use: myths and facts [Letter]
Doran, Kelly M
PMID: 26511880
ISSN: 1532-8171
CID: 1817562
Characteristics of Medicaid-Covered Emergency Department Visits Made by Nonelderly Adults: A National Study
Capp, Roberta; West, David R; Doran, Kelly; Sauaia, Angela; Wiler, Jennifer; Coolman, Tyler; Ginde, Adit A
BACKGROUND: The Affordable Care Act has added millions of new Medicaid enrollees to the health care system. These patients account for a large proportion of emergency department (ED) utilization. OBJECTIVE: Our aim was to characterize this population and their ED use at a national level. METHODS: We used the 2010 National Hospital Ambulatory Medical Care Survey (NHAMCS) to describe demographics and clinical characteristics of nonelderly adults (>/=18 years old and =64 years old) with Medicaid-covered ED visits. We defined frequent ED users as individuals who make >/=4 ED visits/year and business hours as 8 am to 5 pm. We used descriptive statistics to describe the epidemiology of Medicaid-covered ED visits. RESULTS: NHAMCS included 21,800 ED visits by nonelderly adults in 2010, of which 5,659 (24.09%) were covered by Medicaid insurance. Most ED visits covered by Medicaid were made by patients who are young (25 and 44 years old) and female (67.95%; 95% confidence interval [CI] 66.00-69.89). A large proportion of the ED visits covered by Medicaid were revisits within 72 h (14.66%; 95% CI 9.13-20.19) and from frequent ED users (32.32%; 95% CI 24.29-40.35). Almost half of all ED visits covered by Medicaid occurred during business hours (45.44%; 95% CI 43.45-47.43). CONCLUSIONS: The vast majority of Medicaid enrollees who used the ED were young females, with a large proportion of visits occurring during business hours. Almost one-third of all visits were from frequent ED users.
PMCID:4656066
PMID: 26482830
ISSN: 0736-4679
CID: 1810432
Improving post-hospital care for people who are homeless: Community-based participatory research to community-based action
Doran, Kelly M; Greysen, S Ryan; Cunningham, Alison; Tynan-McKiernan, Kathleen; Lucas, Georgina I; Rosenthal, Marjorie S
This article discusses how community-based participatory research (CBPR) on hospital care transitions in New Haven, Connecticut led to the development of a new medical respite program to better serve patients who are homeless. Key insights include.
PMID: 26699351
ISSN: 2213-0772
CID: 1884232
Hospitals must address housing in treating the homeless
Doran, Kelly
PMID: 26875398
ISSN: 0160-7480
CID: 3120562
Emergency department visits for heart failure and subsequent hospitalization or observation unit admission
Blecker, Saul; Ladapo, Joseph A; Doran, Kelly M; Goldfeld, Keith S; Katz, Stuart
BACKGROUND: Treatment of acute heart failure in the emergency department (ED) or observation unit is an alternative to hospitalization. Both ED management and observation unit management have been associated with reduced costs and may be used to avoid penalties related to rehospitalizations. The purpose of this study was to examine trends in ED visits for heart failure and disposition following such visits. METHODS: We used the National Hospital Ambulatory Medical Care Survey, a representative sample of ED visits in the United States, to estimate rates and characteristics of ED visits for heart failure between 2002 and 2010. The primary outcome was the discharge disposition from the ED. Regression models were fit to estimate trends and predictors of hospitalization and admission to an observation unit. RESULTS: The number of ED visits for heart failure remained stable over the period, from 914,739 in 2002 to 848,634 in 2010 (annual change -0.7%, 95% CI -3.7% to +2.5%). Of these visits, 74.2% led to hospitalization, wheras 3.1% led to observation unit admission. The likelihood of hospitalization did not change during the period (adjusted prevalence ratio 1.00, 95% CI 0.99-1.01 for each additional year), whereas admission to the observation unit increased annually (adjusted prevalence ratio 1.12, 95% CI 1.01-1.25). We observed significant regional differences in likelihood of hospitalization and observation admission. CONCLUSIONS: The number of ED visits for heart failure and the high proportion of ED visits with subsequent inpatient hospitalization have not changed in the last decade. Opportunities may exist to reduce hospitalizations by increasing short-term management of heart failure in the ED or observation unit.
PMCID:4254520
PMID: 25458654
ISSN: 0002-8703
CID: 1369352
Reasons for emergency department use: do frequent users differ?
Doran, Kelly M; Colucci, Ashley C; Wall, Stephen P; Williams, Nick D; Hessler, Robert A; Goldfrank, Lewis R; Raven, Maria C
Objectives To examine patients' reasons for using the emergency department (ED) for low-acuity health complaints, and determine whether reasons differed for frequent ED users versus nonfrequent ED users. Study Design Prospective cross-sectional survey. Methods Patients presenting to an urban public hospital for low-acuity health complaints were surveyed about their reasons for visiting the ED rather than a private doctor's office or clinic. Patients with 3 or more visits to the study hospital ED over the past year were classified as frequent ED users. Multivariable logistic regression was used to determine if frequent ED users gave different reasons for ED use than nonfrequent ED users, while controlling for differences in other baseline patient characteristics. Results 940 patients, including 163 frequent ED users, completed the study questionnaire. Commonly cited reasons for using the ED were that coming to the ED was easier than making a clinic appointment (82.3% agreed); the problem could not wait (78.8%); they didn't know how to make a clinic appointment (66.7%); they felt the ED provided better care (56.7%); and they believed the clinic would cost more (54.8%). After controlling for other patient characteristics, there were no significant differences found in reasons for ED use given by frequent versus nonfrequent ED users. Conclusions Frequent ED users gave similar reasons for using the ED for low-acuity health complaints compared with nonfrequent ED users. Access, convenience, cost, and quality concerns, as well as feeling that ED care was needed, were all commonly cited as reasons for using the ED.
PMID: 25730349
ISSN: 1088-0224
CID: 1480362
Correlates of hospital use in homeless and unstably housed women: the role of physical health and pain
Doran, Kelly M; Shumway, Martha; Hoff, Rani A; Blackstock, Oni J; Dilworth, Samantha E; Riley, Elise D
PURPOSE: To examine correlates of emergency department (ED) use and hospitalizations in a community-based cohort of homeless and unstably housed women, with a focus on the role of physical health and pain. METHODS: We conducted a cross-sectional analysis of baseline survey results from a study of homeless and unstably housed women in San Francisco. Primary outcomes were any self-reported ED visit and inpatient hospitalization over the prior 6 months. Primary independent variables of interest were self-reported physical health status, as measured by the Short Form-12 (SF-12), and bodily pain. Other potential covariates were organized using the Gelberg-Andersen Behavioral Model for Vulnerable Populations. Standard bivariate and multivariable logistic regression techniques were used. RESULTS: Three hundred homeless and unstably housed women were included in the study, of whom 37.7% reported having an ED visit and 23.0% reported being hospitalized in the prior 6 months. Mean SF-12 physical health scores indicated poorer than average health compared with the U.S. norm. Most women (79.3%) reported at least some limitation in their daily activities owing to pain. In adjusted analyses, moderate and high levels of bodily pain were significantly correlated with ED visits (odds ratio [OR], 2.92 and OR, 2.57) and hospitalizations (OR, 6.13 and OR, 2.49). As SF-12 physical health scores decreased, indicating worse health, the odds of ED use increased. Predisposing, enabling, and additional need factors did not mediate these associations. CONCLUSIONS: Physical health and bodily pain are important correlates of ED visits and hospitalizations among homeless and unstably housed women. Interventions to reduce ED use among women who are homeless should address the high levels of pain in this population.
PMCID:4163010
PMID: 25213745
ISSN: 1049-3867
CID: 1209472