scholarly journals Acute Healthcare Utilization and Predictors of Admission for Sickle Cell Disease in Illinois

Blood ◽  
2019 ◽  
Vol 134 (Supplement_1) ◽  
pp. 2107-2107
Author(s):  
Christina M Barriteau ◽  
Mariam Kayle ◽  
Joseph M Feinglass ◽  
Paige VonAchen ◽  
Robert I Liem ◽  
...  

Background Sickle cell disease (SCD) is associated with acute healthcare utilization and an estimated annual cost of $2 billion that is primarily covered through public insurance. Understanding factors contributing to acute healthcare utilization among SCD patients is crucial to decrease costs associated with services. Our study describes trends of acute care utilization among Illinois (IL) residents with SCD over a 3 year period and examines factors associated with hospital admissions from the emergency department (ED). Methods We extracted ED visits and hospitalizations associated with an ICD-10 code for SCD from the Illinois Comparative Health Care and Hospital Data Reporting Services, a statewide hospital administrative data source for 154 IL non-federal hospitals. Visits from January 2016 to December 2018 were extracted. Variables of interest included patient sociodemographic variables (age, IL region, insurance, zip code poverty rate and area deprivation index and distance to care). Poverty was categorized based on the percent of residents in a zip code who are at or below the federal poverty level (FPL) as low (<10% of households ≤ FPL), medium (10-20% of households ≤ FPL) or high (>20% households ≤ FPL) using data from the 2017 Community American Survey. Composite socioeconomic opportunity was determined using 2015 state ranked patient zip code area deprivation index (ADI) and categorized as low (ADI<5), medium (ADI=5-7.99), or high (ADI≥8) with higher ADI levels indicating higher levels of socioeconomic disadvantage. For admissions, length of stay (LOS) and intensive care unit (ICU) care were examined. Health care facilities were categorized by number of SCD visits per year into low (< 50), medium (50 to 332) or high (≥333) volume. Poisson regression, adjusted for clustering within hospitals, was used to analyze the likelihood of hospital admission versus discharge from an ED visit. Results Trends of acute care utilization. There were 50,260 hospitalization and ED visits with SCD codes in the 36 month study period, averaging 1396 visits per month. The number of visits per year was stable during the study period (Table 1). Approximately 71% of the visits were associated with SCD as the primary diagnosis. The majority (64%) of visits occurred in Cook County, with 95% occurring within a 30 miles radius from the patient's zip code and 94% in facilities with more than 50 SCD visits annually. Most visits were covered under public insurance (50% Medicaid and 25% Medicare); 20% were covered by private insurance; and less than 5% were uninsured visits. The majority of visits were from patients living in medium (46%) or high (32%) ADI with only 19% from low ADI zip codes. Most (60%) visits were outpatient ED visits (average 832 visits per month) and 40% were hospital admissions (average 564 visits per months) with a mean LOS of 5 days and 12.8% requiring ICU level care. Approximately 80% of the hospital admissions were admissions from the ED. Factors associated with hospital admissions from the ED (Table 2). In the adjusted model, uninsured patients were less likely to be admitted (IRR=0.60; 95% CI 0.50-0.73) and Medicare patients were more likely to be admitted (IRR=1.57; 95% CI 1.38-1.81) compared to patients with private insurance. ED visits with patients travelling >30 miles (IRR=1.52, 95% CI 1.21-1.94) and visits at high volume hospitals (IRR=1.62; 95% CI 1.32-1.99) were more likely to result in admission compared to visits associated with shorter distances and visits at lower volume hospitals, respectively. Visits with patients from medium ADI zip codes (IRR=0.90; 95% CI 0.81-0.99) or high ADI zip codes (IRR=0.90; 95% CI 0.81-0.99) were less likely to result in admission than visits from low ADI zip codes. Biological sex, age, location of care, and zip code poverty level were not significantly associated with hospital admissions from the ED. Conclusions In the most recent 3 year period, SCD acute healthcare utilization in Illinois remained stable without significant reductions. Patients who were uninsured or had higher levels of socioeconomic disadvantage were less likely to be admitted from the ED whereas further distance to care and high SCD volume hospital were associated with higher rates of admission. Further research should explore whether the uninsured and highly disadvantaged were less likely to be admitted due to disease severity or system level factors such as poor access or poor preventative care. Disclosures No relevant conflicts of interest to declare.

Author(s):  
Matthijs D. Kruizinga ◽  
Daphne Peeters ◽  
Mirjam van Veen ◽  
Marlies van Houten ◽  
Jantien Wieringa ◽  
...  

AbstractThe coronavirus disease 2019 pandemic has enormous impact on society and healthcare. Countries imposed lockdowns, which were followed by a reduction in care utilization. The aims of this study were to quantify the effects of lockdown on pediatric care in the Netherlands, to elucidate the cause of the observed reduction in pediatric emergency department (ED) visits and hospital admissions, and to summarize the literature regarding the effects of lockdown on pediatric care worldwide. ED visits and hospital admission data of 8 general hospitals in the Netherlands between January 2016 and June 2020 were summarized per diagnosis group (communicable infections, noncommunicable infections, (probable) infection-related, and noninfectious). The effects of lockdown were quantified with a linear mixed effects model. A literature review regarding the effect of lockdowns on pediatric clinical care was performed. In total, 126,198 ED visits and 47,648 admissions were registered in the study period. The estimated reduction in general pediatric care was 59% and 56% for ED visits and admissions, respectively. The largest reduction was observed for communicable infections (ED visits: 76%; admissions: 77%), whereas the reduction in noninfectious diagnoses was smaller (ED visits 36%; admissions: 37%). Similar reductions were reported worldwide, with decreases of 30–89% for ED visits and 19–73% for admissions.Conclusion: Pediatric ED utilization and hospitalization during lockdown were decreased in the Netherlands and other countries, which can largely be attributed to a decrease in communicable infectious diseases. Care utilization for other conditions was decreased as well, which may indicate that care avoidance during a pandemic is significant. What is Known:• The COVID-19 pandemic had enormous impact on society.• Countries imposed lockdowns to curb transmission rates, which were followed by a reduction in care utilization worldwide. What is New:• The Dutch lockdown caused a significant decrease in pediatric ED utilization and hospitalization, especially in ED visits and hospital admissions because of infections that were not caused by SARS-CoV-2.• Care utilization for noninfectious diagnoses was decreased as well, which may indicate that pediatric care avoidance during a pandemic is significant.


2018 ◽  
Vol 46 (8) ◽  
pp. 3172-3182 ◽  
Author(s):  
Vijay Agusala ◽  
Priyanka Vij ◽  
Veena Agusala ◽  
Vivekanand Dasari ◽  
Bhargavi Kola

Objective It is well known that parent/patient education helps to reduce the burden of asthma in urban areas, but data are scarce for rural areas. This study explored the impact of asthma education in Ector County, a rural part of Health Services Region 9 in Texas, which has one of the highest prevalence rates of asthma in the state. Methods This prospective study investigated an interactive asthma education intervention in pediatric patients aged 2–18 years and their caregivers. Change in parental/caregiver knowledge about their child’s asthma along with frequency of missed school days, emergency department (ED) visits and hospital admissions was obtained via telephone surveys before and after the educational intervention was delivered. Results The study enrolled 102 pediatric patients and their parents/caregivers. Asthma education was associated with significantly fewer school absences, ED visits and hospitalizations. Parents/caregivers reported feeling better educated, knowing what triggers an asthma exacerbation, identifying the signs of a severe asthma attack in their child, feeling confident about managing asthma and feeling that the asthma was under control. Conclusion Asthma education of caregivers and children was associated with better symptom management and fewer acute exacerbations, pointing to the relevance and importance of asthma education among pediatric patients in rural areas.


2019 ◽  
Vol 3 (s1) ◽  
pp. 91-91
Author(s):  
Frances Loretta Gill

OBJECTIVES/SPECIFIC AIMS: Elucidate the unique challenges associated with hospital discharge planning for patients experiencing homelessness. Assess the impact of robust community partnerships and strong referral pathways on participating patients’ health care utilization patterns in an interdisciplinary, student-run hospital consult service for patients experiencing homelessness. Identify factors (both patient-level and intervention-level) that are associated with successful warm hand-offs to outside social agencies at discharge. METHODS/STUDY POPULATION: To assess the impact of participation in HHL on patients’ health care utilization, we conducted a medical records review using the hospital’s electronic medical record system comparing patients’ health care utilization patterns during the nine months pre- and post- HHL intervention. Utilization metrics included number of ED visits and hospital admissions, number of hospital days, 30-day hospital readmissions, total hospital costs, and follow-up appointment attendance rates, as well as percentage of warm hand-offs to community-based organizations upon discharge. Additionally, we collected data regarding patient demographics, duration of homelessness, and characteristics of homelessness (primarily sheltered versus primarily unsheltered, street homeless versus couch surfing, etc) and intervention outcome data (i.e. percentage of warm hand-offs). This study was reviewed and approved by the Tulane University Institutional Review Board and the University Medical Center Research Review Committee. RESULTS/ANTICIPATED RESULTS: For the first 41 patients who have been enrolled in HHL, participation in HHL is associated with a statistically significant decrease in hospital admissions by 49.4% (p < 0.01) and hospital days by 47.7% (p < 0.01). However, the intervention is associated with a slight, although not statistically significant, increase in emergency department visits. Additionally, we have successfully accomplished warm hand-offs at discharge for 71% percent of these patients. Over the next year, many more patients will be enrolled in HHL, which will permit a more finely grained assessment to determine which aspects of the HHL intervention are most successful in facilitating warm hand-offs and decreased health care utilization amongst patients experiencing homelessness. DISCUSSION/SIGNIFICANCE OF IMPACT: Providing care to patients experiencing homelessness involves working within complex social problems that cannot be adequately addressed in a hospital setting. This is best accomplished with an interdisciplinary team that extends the care continuum beyond hospital walls. The HHL program coordinators believe that ED visits amongst HHL patients and percentage of warm hand-offs are closely related outcomes. If we are able to facilitate a higher percentage of warm hand-offs to supportive social service agencies, we may be able to decrease patient reliance on the emergency department as a source of health care, meals, and warmth. Identifying the factors associated with successful warm hand-offs upon discharge from the hospital may assist us in building on the HHL program’s initial successes to further decrease health care utilization while offering increased interdisciplinary educational opportunities for medical students.


2015 ◽  
Vol 26 (6) ◽  
pp. 2909-2918 ◽  
Author(s):  
Zhuokai Li ◽  
Hai Liu ◽  
Wanzhu Tu

Health care utilization is an outcome of interest in health services research. Two frequently studied forms of utilization are counts of emergency department (ED) visits and hospital admissions. These counts collectively convey a sense of disease exacerbation and cost escalation. Different types of event counts from the same patient form a vector of correlated outcomes. Traditional analysis typically model such outcomes one at a time, ignoring the natural correlations between different events, and thus failing to provide a full picture of patient care utilization. In this research, we propose a multivariate semiparametric modeling framework for the analysis of multiple health care events following the exponential family of distributions in a longitudinal setting. Bivariate nonparametric functions are incorporated to assess the concurrent nonlinear influences of independent variables as well as their interaction effects on the outcomes. The smooth functions are estimated using the thin plate regression splines. A maximum penalized likelihood method is used for parameter estimation. The performance of the proposed method was evaluated through simulation studies. To illustrate the method, we analyzed data from a clinical trial in which ED visits and hospital admissions were considered as bivariate outcomes.


2020 ◽  
Vol 8 (7_suppl6) ◽  
pp. 2325967120S0048
Author(s):  
Sara Cook ◽  
Thomas Byrnes ◽  
Mia Hagen ◽  
Albert Gee ◽  
Christopher Kweon ◽  
...  

Objectives: Anterior cruciate ligament (ACL) injuries can be difficult to diagnose, especially among providers with limited musculoskeletal training. Early and accurate diagnosis of ACL injuries is important for initiating proper treatment and limiting inefficient or costly healthcare utilization. We hypothesized that a delayed diagnosis in patients sustaining ACL injuries would result in treatment that is more costly and utilizes more healthcare resource compared to patients diagnosed without delay. Methods: A large national private insurance database (Truven MarketScan) was utilized to identify all patients aged 10-63 years-old diagnosed with an ACL tear from 2011 through 2015. Patients with a possible delay in diagnosis were determined via a database search for the most commonly assigned alternative knee-related diagnosis codes found in patients who were later diagnosed with an ACL tear. Patients were stratified into three groups according to time from non-specific knee diagnosis code to ACL diagnosis: 1) no delay (0 days), short delay (1-30 days) and long delay (>30 days). Subsequent cost and healthcare utilization data including physical therapy, medication use, and number of clinic visits were collected for a period of one-year after initial presentation with an ACL tear or knee-related diagnosis. Results: A search from 2011 through 2015 identified 87,435 patients meeting inclusion criteria that were diagnosed with an ACL injury. There were 24.1% of patients diagnosed at initial presentation whereas 43.5% were diagnosed between one day and 30 days. There were 38.2% of patients that were treated without surgery and had the lowest total cost regardless of delay in diagnosis (Table 1). ACL reconstruction combined with other knee procedures had the highest total cost, particularly with a longer delay in diagnosis. Each day of delay in diagnosis was three times more costly in the non-surgical (additional $27.06 cost per day of delay) versus the surgical groups ($8.09 cost per day of delay). Conclusions: A timely diagnosis of ACL injuries is associated with a lower cost of treatment and less visits to healthcare providers. Non-operative injuries may benefit the most from a timely diagnosis given the high additional cost per day of diagnosis delay. In order to further decrease the burden on the healthcare system, future studies should assess methods than can decrease delays in diagnosis while measuring cost and utilization differences as well as outcomes after ACL tears.


PLoS ONE ◽  
2021 ◽  
Vol 16 (2) ◽  
pp. e0247179
Author(s):  
Ashley L. Merianos ◽  
Roman A. Jandarov ◽  
Judith S. Gordon ◽  
Michael S. Lyons ◽  
E. Melinda Mahabee-Gittens

Background Tobacco smoke exposure (TSE) places an economic toll on the U.S. healthcare system. There is a gap in the literature on pediatric emergency department (ED) and urgent care related healthcare costs and utilization specific to tobacco smoke-exposed patients. The objectives were to assess pediatric ED visits, urgent care visits and hospital admissions longitudinally, and baseline visit costs among tobacco smoke-exposed children (TSE group) relative to unexposed children (non-TSE group). Methods and findings We conducted a retrospective study using electronic medical records of 380 children ages 0–17 years in the TSE group compared to 1,140 in the non-TSE group propensity score matched via nearest neighbor search by child age, sex, race, and ethnicity. Linear and Poisson regression models were used. Overall, children had a mean of 0.19 (SE = 0.01) repeat visits within 30-days, and 0.69 (SE = 0.04) pediatric ED visits and 0.87 (SE = 0.03) urgent care visits over 12-months following their baseline visit. The percent of children with ≥ 1 urgent care visit was higher among the TSE group (52.4%) than the non-TSE group (45.1%, p = 0.01). Children in the TSE group (M = $1,136.97, SE = 76.44) had higher baseline pediatric ED visit costs than the non-TSE group (M = $1,018.96, SE = 125.51, p = 0.01). Overall, children had 0.08 (SE = 0.01) hospital admissions over 12-months, and the TSE group (M = 0.12, SE = 0.02) had higher mean admissions than the non-TSE group (M = 0.06, SE = 0.01, p = 0.02). The child TSE group was at 1.85 times increased risk of having hospital admissions (95% CI = 1.23, 2.79, p = 0.003) than the non-TSE group. Conclusions Tobacco smoke-exposed children had higher urgent care utilization and hospital admissions over 12-months, and higher pediatric ED costs at baseline. Pediatric ED visits, urgent care visits, and hospitalizations may be opportune times for initiating tobacco control interventions, which may result in reductions of preventable acute care visits.


Blood ◽  
2010 ◽  
Vol 116 (21) ◽  
pp. 2559-2559
Author(s):  
Ashish Gupta ◽  
Lakshmanan Krishnamurti

Abstract Abstract 2559 Objectives: Thrombotic microangiopathy requires frequent healthcare encounters in the form of frequent hospitalizations. Analysis of trends in disease burden is important to study the changing epidemiology and healthcare utilization. To date, there are no national data on the in- hospital care of Thrombotic Microangiopathy. Aim: The aim of our study was to examine national trends and healthcare utilization for thrombotic microangiopathy related hospital admissions. Methods: Data from the Nationwide Inpatient Sample (NIS), a part of the Healthcare Cost and Utilization Project (HCUP) is used. NIS is the largest all-payer inpatient database in the United States. It is a powerful database which gives a stratified probability sample of 20% of all hospital discharges among U.S. community hospitals (n = 1,044, sampling universe of all discharges). Sampling weights were applied to represent all community hospital discharges in the US for the year 2007. We used the International Classification of Diseases, 9th Revision, Clinical Modification codes to identify thrombotic microangiopathy (ICD-9 code 446.6) related visits. The annualized number of visits was examined from 1997 to 2006, as therapeutic plasmapheresis is not reported as an in-patient procedure by NIS after 2006. Results: There were an estimated annual 1.35 per 100,000 population thrombotic microangiopathy related visits in 1997 which decreased to 0.79 per 100,000 visits in 2006. There was a steady increase in hospitalizations from 1997–2002, followed by a decreasing trend from 2004–2006. Women were significantly more affected than men across all age groups and had a significantly higher rate of hospitalization (p<0.01) in 2006 as compared to 1997. The mean duration of hospitalization was 13.4 days in 2006, with an average hospital charge of $106,512 per patient, increased from $88,079 in 2003 and $54,083 in 1997. Private insurance was the major payer across all age groups with most of hospitalizations limited to large bed size hospitals belonging to metropolitan areas. Mortality rate due to thrombotic microangiopathy was reported to be 9.4% of total hospitalizations in 2006, as compared to 8.77% in 2003. The disease contributed to an aggregate charge of $ 227.4 million to the national bill in 2008, as compared to $ 210.3 million in 2003 and $93.7 million in 1997. Hospital charge for therapeutic plasmapheresis for thrombotic microangiopathy increased from $72.8 million in 2003 to $88.15 in 2006. Conclusions: We present the first national data of the burden of in hospital health care utilization of Thrombotic microangiopathies in the United States. These data suggest that there has been a significant increase in cost of in-hospital healthcare utilization in thrombotic microangiopathy related hospital admissions from 1997 to 2006, a significant length of stay and mortality. These data provide a rationale for further study of the health care utilization and burden of care of Thrombotic microangiopathies in order to develop efficient healthcare delivery strategies. Disclosures: No relevant conflicts of interest to declare.


CJEM ◽  
2020 ◽  
Vol 22 (4) ◽  
pp. 504-513
Author(s):  
Caillie Pritchard ◽  
Alyssa Ness ◽  
Nicola Symonds ◽  
Michael Siarkowski ◽  
Michael Broadfoot ◽  
...  

ABSTRACTObjectiveOlder patients with complex care needs and limited personal and social resources are heavy users of emergency department (ED) services and are often admitted when they present to the ED. Updated information is needed regarding the most effective strategies to appropriately avoid ED presentation and hospital admission among older patients.MethodsThis systematic review aimed to identify interventions that have demonstrated effectiveness in decreasing ED use and hospital admissions in older patients. We conducted a comprehensive literature search within Ovid MEDLINE, EMBASE, CINAHL, and Cochrane Central Register of Controlled Trials from database inception to July 2019 with no language restrictions. Interventional study designs conducted in populations of 65 years and older were included. Primary outcomes were ED visits and hospital admissions. Secondary outcomes included hospital readmission, mortality, cost, and patient-reported outcomes.ResultsOf 7,943 citations reviewed for eligibility, 53 studies were included in our qualitative synthesis, including 26 randomized controlled trials (RCT), 8 cluster-RCTs, and 19 controlled before-after studies. Data characterization revealed that community-based strategies reduced ED visits, particularly those that included comprehensive geriatric assessments and home visits. These strategies reported decreases in mean ED use (for interventions versus controls) ranging from -0.12 to -1.32 visits/patient. Interventions that included home visits also showed reductions in hospital admissions ranging from -6% to -14%. There was, however, considerable variability across individual studies with respect to outcome reporting, statistical analyses, and risk of bias, which limited our ability to further quantify the effect of these interventions.ConclusionVarious interventional strategies to avoid ED presentations and hospital admissions for older patients have been studied. While models of care that include comprehensive geriatric assessments and home visits may reduce acute care utilization, the standardization of outcome measures is needed to further delineate which parts of these complex interventions are contributing to efficacy. The potential effects of multidisciplinary team composition on patient outcomes also warrant further investigation.


2020 ◽  
Vol 4 (Supplement_1) ◽  
pp. 258-258
Author(s):  
Sung Han Rhew ◽  
Patrick Bright ◽  
Andrine Lemieux ◽  
Wayne Warry ◽  
Kristen Jacklin

Abstract Minnesota has shown relatively high growth of mortality from diabetes mellitus (DM) and dementia in recent years, especially in rural areas. Analysis of medical care utilization patterns may reveal the reasons for this trend. The goal of the present study was to characterize the Minnesota dementia and diabetes care landscape by rurality and geographic region. Specifically, we compared the Metro region to five other rural-urban regions. Disease-specific 2017 hospital admission and emergency department (ED) visit data was obtained from the State Center for Health Statistics and the Healthcare Cost and Utilization Project. We used the logistic regression analysis adjusted by multiple covariates to evaluate rural-urban differences in hospital admissions and ED visits. Age-adjusted rates of ED visits for both DM and dementia were significantly higher in rural zip code areas, especially in northeast regions. Rural areas had elevated odds for dementia hospital admissions (OR=1.05, p&lt;0.0001) and ED visits (OR=1.24, p&lt;0.0001), but decreased odds for DM hospital admission (OR=0.96, p&lt;0.0001) and ED visits (OR=0.96, p&lt;0.0001). This was particularly true in the northeast region (relative to Metro regions) where ED visits were less likely due to DM (OR=0.89, p&lt;0.0001) but more likely related to dementia (ORs=1.42, p&lt;0.0001). Geographic differences for ED visits due to DM were greater than those for dementia, with higher rates for rural as compared to urban regions (northeast MN compared to a large metropolitan region). This geographical mismatch between mortality rates and ED visit rates may illustrate the relative lack of access to health services in rural MN.


2020 ◽  
Author(s):  
Joe Feinglass ◽  
Ana Reyes

Abstract BackgroundAdmission rates for ambulatory care-sensitive conditions (ACSCs) are often used by health systems as a measure of access to effective primary and preventive care. However, there is debate about whether ACSC admissions primarily reflect social determinants of population health and are largely insensitive to ambulatory care quality. To provide evidence for this debate, this study analyzes adult ACSC admissions of Cook County, Illinois residents to 173 Illinois hospitals from 2016–2018.Study DesignRetrospective cohort study.MethodsHospitalized patients were categorized by sex, by race and ethnicity (Non-Hispanic White, Non-Hispanic Black, Hispanic, Asian, other/unknown), and by primary insurance status (private, Medicaid, Medicare, uninsured, other/unknown) and by whether the admission was on the weekend. Agency for Healthcare Research and Quality Prevention Quality Indicators were calculated to compute ACSC hospitalization rates per 1000 residents across four census data-defined zip code poverty level areas (> 20%, 10-19.99%, 5-9.99% and < 5% poor households). ACSC hospitalization rates were compared to rates for all other medical and surgical conditions across areas. Patient age groups were categorized as 20–44, 45–64, and > 65.ResultsThere were 1,384,880 medical and surgical admissions of Cook County Residents age 20 and older from 2016–2018. There were 181,836 (13.3%) admissions classified as ACSC admissions by the overall composite PQI 90. Residents of the highest poverty level zip code area had ACSC rates up to 70% higher than the most affluent zip code area. However, all other medical admissions had a 102% higher rate in the poorest versus most affluent areas, with twice the admission rate for the most severely ill patients (Charlson Score > 3). By comparison, surgical DRG admission rates had only a 6% difference across areas.ConclusionsThese findings indicate that ACSC admission rates mirror other medical, but not surgical, causes of admissions as well as illness severity generally. While socioeconomic differences in access to care undoubtedly exist, use of the ACSC admission rate as a measure of access to primary care may obscure the far more consequential social determinants of chronic illness and hospital use that primarily drive hospital admissions for low income populations.


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