280 results on '"Renee Y. Hsia"'
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2. Development and external validation of a pretrained deep learning model for the prediction of non-accidental trauma
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David Huang, Steven Cogill, Renee Y. Hsia, Samuel Yang, and David Kim
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Computer applications to medicine. Medical informatics ,R858-859.7 - Abstract
Abstract Non-accidental trauma (NAT) is deadly and difficult to predict. Transformer models pretrained on large datasets have recently produced state of the art performance on diverse prediction tasks, but the optimal pretraining strategies for diagnostic predictions are not known. Here we report the development and external validation of Pretrained and Adapted BERT for Longitudinal Outcomes (PABLO), a transformer-based deep learning model with multitask clinical pretraining, to identify patients who will receive a diagnosis of NAT in the next year. We develop a clinical interface to visualize patient trajectories, model predictions, and individual risk factors. In two comprehensive statewide databases, approximately 1% of patients experience NAT within one year of prediction. PABLO predicts NAT events with area under the receiver operating characteristic curve (AUROC) of 0.844 (95% CI 0.838–0.851) in the California test set, and 0.849 (95% CI 0.846–0.851) on external validation in Florida, outperforming comparator models. Multitask pretraining significantly improves model performance. Attribution analysis shows substance use, psychiatric, and injury diagnoses, in the context of age and racial demographics, as influential predictors of NAT. As a clinical decision support system, PABLO can identify high-risk patients and patient-specific risk factors, which can be used to target secondary screening and preventive interventions at the point-of-care.
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- 2023
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3. Differential Treatment and Outcomes for Patients With Heart Attacks in Advantaged and Disadvantaged Communities
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Yu‐Chu Shen, Nandita Sarkar, and Renee Y. Hsia
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acute myocardial infarction ,Area Deprivation Index ,cardiac outcomes ,disadvantage ,percutaneous coronary intervention ,Diseases of the circulatory (Cardiovascular) system ,RC666-701 - Abstract
Background Racially and ethnically minoritized groups, people with lower income, and rural communities have worse access to percutaneous coronary intervention (PCI) than their counterparts, but PCI hospitals have preferentially opened in wealthier areas. Our study analyzed disparities in PCI access, treatment, and outcomes for patients with acute myocardial infarction based on the census‐derived Area Deprivation Index. Methods and Results We obtained patient‐level data on 629 419 patients with acute myocardial infarction in California between January 1, 2006 and December 31, 2020. We linked patient data with population characteristics and geographic coordinates, and categorized communities into 5 groups based on the share of the population in low or high Area Deprivation Index neighborhoods to identify differences in PCI access, treatment, and outcomes based on community status. Risk‐adjusted models showed that patients in the most advantaged communities had 20% and 15% greater likelihoods of receiving same‐day PCI and PCI during the hospitalization, respectively, compared with patients in the most disadvantaged communities. Patients in the most advantaged communities also had 19% and 16% lower 30‐day and 1‐year mortality rates, respectively, compared with the most disadvantaged, and a 15% lower 30‐day readmission rate. No statistically significant differences in admission to a PCI hospital were observed between communities. Conclusions Patients in disadvantaged communities had lower chances of receiving timely PCI and a greater risk of mortality and readmission compared with those in more advantaged communities. These findings suggest a need for targeted interventions to influence where cardiac services exist and who has access to them.
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- 2023
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4. Geographic Disparities in Re-triage Destinations Among Seriously Injured Californians
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Al’ona Furmanchuk, PhD, Kelsey James Rydland, PhD, Renee Y. Hsia, MD, Robert Mackersie, MD, FACS, Meilynn Shi, BS, Mark William Hauser, PhD, Abel Kho, MD, MS, FACMI, Karl Y. Bilimoria, MD, MS, FACS, and Anne M. Stey, MD, MSc, FACS
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Surgery ,RD1-811 - Abstract
Objective:. The objective of this study is to quantify geographic disparities in suboptimal re-triage of seriously injured patients in California. Summary of background data:. Re-triage is the emergent transfer of seriously injured patients from the emergency departments of nontrauma and low-level trauma centers to, ideally, high-level trauma centers. Some patients are re-triaged to a second nontrauma or low-level trauma center (suboptimal) instead of a high-level trauma center (optimal). Methods:. This was a retrospective observational cohort study of seriously injured patients, defined by an Injury Severity Score >15, re-triaged in California (2009–2018). Re-triages within 1 day of presentation to the sending center were considered. The suboptimal re-triage rate was quantified at the state, regional trauma coordinating committees (RTCC), local emergency medical service agencies, and sending center level. A generalized linear mixed-effects regression quantified the association of suboptimality with the RTCC of the sending center. Geospatial analyses demonstrated geographic variations in suboptimal re-triage rates and calculated alternative re-triage destinations. Results:. There were 8,882 re-triages of seriously injured patients and 2,680 (30.2%) were suboptimal. Suboptimally re-triaged patients had 1.5 higher odds of transfer to a third short-term acute care hospital and 1.25 increased odds of re-admission within 60 days from discharge. The suboptimal re-triage rates increased from 29.3% in 2009 to 38.6% in 2018. However, 56.0% of nontrauma and low-level trauma centers had at least one suboptimal re-triage. The Southwest RTCC accounted for the largest proportion (39.8 %) of all suboptimal re-triages in California. Conclusion:. High population density geographic areas experienced higher suboptimal re-triage rates.
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- 2023
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5. Trends in the likelihood of receiving percutaneous coronary intervention in a low-volume hospital and disparities by sociodemographic communities
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Christina Wang, Karla Lindquist, Harlan Krumholz, and Renee Y. Hsia
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Medicine ,Science - Abstract
Introduction Over the past two decades, percutaneous coronary intervention (PCI) capacity has increased while coronary artery disease has decreased, potentially lowering per-hospital PCI volumes, which is associated with less favorable patient outcomes. Trends in the likelihood of receiving PCI in a low-volume center have not been well-documented, and it is unknown whether certain socioeconomic factors are associated with a greater risk of PCI in a low-volume facility. Our study aims to determine the likelihood of being treated in a low-volume PCI center over time and if this likelihood differs by sociodemographic factors. Methods We conducted a retrospective cohort study of 374,066 hospitalized patients in California receiving PCI from January 1, 2010, to December 31, 2018. Our primary outcome was the likelihood of PCI discharges at a low-volume hospital (Results The proportion of PCI discharges from low-volume hospitals increased from 5.4% to 11.0% over the study period. Patients of all sociodemographic groups considered were more likely to visit low-volume hospitals over time (PConclusions The likelihood of receiving PCI at low-volume hospitals has increased across all race/ethnicity, insurance, and income groups over time; however, this increase has not occurred evenly across all sociodemographic groups.
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- 2023
6. Ischemic Stroke Systems of Care in California: Evolution in the Organization During the Mechanical Thrombectomy Era
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Kori S. Zachrison, Renee Y. Hsia, Sijia Li, Mathew J. Reeves, Carlos A. Camargo, Zhiyu Yan, Jukka‐Pekka Onnela, and Lee H. Schwamm
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interhospital transfer ,network science ,systems of care ,thrombectomy ,Neurology. Diseases of the nervous system ,RC346-429 ,Diseases of the circulatory (Cardiovascular) system ,RC666-701 - Abstract
Background Optimized stroke systems of care enable access to timely care, including endovascular thrombectomy (EVT). Stroke systems have likely evolved after publication of EVT benefit (2015). Our objective was to map the stroke patient transfer network in California in terms of EVT access and patient transfer patterns, and to examine changes after 2015. Methods In this observational study, we identified all ischemic stroke encounters, transfers, alteplase use, and EVT procedures in California from 2010 to 2017. An established connection between any hospital pair was defined as the transfer of ≥2 patients between them. A 2‐level logistic regression model assessed whether encounters were more frequently transferred to EVT‐capable hospitals post‐2015, adjusting for patient‐ and hospital‐level factors. Linear regression examined trends in key network characteristics over time, and interrupted time series regressions examined for changes post‐2015. Results Among 336 247 encounters, 3.4% were transferred, 9.3% received alteplase, and 2.3% underwent EVT. From 2010 to 2017 the proportion that were EVT treated increased (1.0%–4.3%; P‐for‐trend
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- 2022
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7. Geriatric Falls: Patient Characteristics Associated with Emergency Department Revisits
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Dustin D. Cox, Rachna Subramony, Ben Supat, Jesse J. Brennan, Renee Y. Hsia, and Edward M. Castillo
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Medicine ,Medical emergencies. Critical care. Intensive care. First aid ,RC86-88.9 - Abstract
Introduction: Falls are the leading cause of traumatic injury among elderly adults in the United States, which represents a significant source of morbidity and leads to exorbitant healthcare costs. The purpose of this study was to characterize elderly fall patients and identify risk factors associated with seven-day emergency department (ED) revisits. Methods: This was a multicenter, retrospective, longitudinal cohort study using non-public data from 321 licensed, nonfederal, general, and acute care hospitals in California obtained from the Department of Healthcare Access and Information from January 1–December 31, 2017. Included were patients 65 and older who had a fall-related ED visit identified by International Classification of Diseases codes W00x to W19x. Primary outcome was a return visit to the ED within a seven-day window following the index encounter. Demographics collected included age, gender, ethnicity/race, patient payer status, Charlson Comorbidity Index (CCI), psychiatric diagnoses, and alcohol/substance use disorder diagnoses. We performed multivariate logistic regression to identify characteristics associated with seven-day ED revisit. Results: We identified a total of 2,758,295 ED visits during the study period with 347,233 (12.6%) visits corresponding to fall-related injuries. After applying exclusion criteria, 242,572 index ED visits were identified, representing 206,612 patients. Of these, 24,114 (11.7%) patients returned to an ED within seven days (revisit). Within this revisit population, 6,161 (22.6%) presented to a facility that was distinct from their index visit, and 4,970 (18.2%) were ultimately discharged with the same primary diagnosis as their index visit. Characteristics with the largest independent associations with a seven-day ED revisit were presence of a psychiatric diagnosis (odds ratio [OR] 1.75; 95% confidence interval [CI] 1.69 to 1.80), presence of an alcohol or substance use disorder (OR 1.70; 95% CI 1.64 to 1.78), and CCI ≥ 3 (OR 2.79; 95% CI 2.68 to 2.90). Conclusion: In this study we identified 24,114 elderly fall patients who experienced a seven-day ED revisit. Patients with multiple comorbidities, a substance use disorder, or a psychiatric diagnosis exhibited increased odds of experiencing a return visit to the ED within seven days of a fall-related index visit. These findings will help target at-risk elderly fall patients who may benefit from preventative multidisciplinary intervention during index ED visits to reduce ED revisits.
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- 2022
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8. Revisits After Emergency Department Discharge for Conditions with High Disposition-Decision Variability at Hospitals with High and Low Discharge Rates
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Avi Baehr, Angela J. Fought, Renee Y. Hsia, Jennifer L. Wiler, and Adit A. Ginde
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Medicine ,Medical emergencies. Critical care. Intensive care. First aid ,RC86-88.9 - Abstract
Introduction: The first proposed emergency care alternative payment model seeks to reduce avoidable admissions from the emergency department (ED), but this initiative may increase risk of adverse events after discharge. Our study objective was to describe variation in ED discharge rates and determine whether higher discharge rates were associated with more ED revisits. Methods: Using all-payer inpatient and ED administrative data from the California Office of Statewide Health Planning and Development (OSHPD) 2017 database, we performed a retrospective cohort study of hospital-level ED discharge rates and ED revisits using conditions that have been previously described as having variability in discharge rates: abdominal pain; altered mental status; chest pain; chronic obstructive pulmonary disease exacerbation; skin and soft tissue infection; syncope; and urinary tract infection. We categorized hospitals into quartiles for each condition based on a covariate-adjusted discharge rate and compared the rate of ED revisits between hospitals in the highest and lowest quartiles. Results: We found a greater than 10% difference in the between-quartile median adjusted discharge rate for each condition except for abdominal pain. There was no significant association between adjusted discharge rates and ED revisits. Altered mental status had the highest revisit rate, at 34% for hospitals in the quartile with the lowest and 30% in hospitals with the highest adjusted discharge rate, although this was not statistically significant. Syncope had the lowest rate of revisits at 16% for hospitals in both the lowest and highest adjusted discharge rate quartiles. Conclusion: Our findings suggest that there may be opportunity to increase ED discharges for certain conditions without resulting in higher rates of ED revisits, which may be a surrogate for adverse events after discharge.
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- 2022
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9. The relationship between stroke system organization and disparities in access to stroke center care in California
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Kori S. Zachrison, Margaret E. Samuels‐Kalow, Sijia Li, Zhiyu Yan, Mathew J. Reeves, Renee Y. Hsia, Lee H. Schwamm, and Carlos A. Camargo Jr
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disparities ,ischemic stroke ,reperfusion ,stroke center ,thrombolysis ,Medical emergencies. Critical care. Intensive care. First aid ,RC86-88.9 - Abstract
Abstract Background There are significant racial and ethnic disparities in receipt of reperfusion interventions for acute ischemic stroke. Our objective was to determine whether there are disparities in access to stroke center care by race or ethnicity that help explain differences in reperfusion therapy and to understand whether interhospital patient transfer plays a role in improving access. Methods Using statewide administrating data including all emergency department and hospital discharges in California from 2010 to 2017, we identified all acute ischemic stroke patients. Primary outcomes of interest included presentation to primary or comprehensive stroke center (PSC or CSC), interhospital transfer, discharge from PSC or CSC, and discharge from CSC alone. We used hierarchical logistic regression modeling to identify the relationship between patient‐ and hospital‐level characteristics and outcomes of interest. Results Of 336,247 ischemic stroke patients, 55.4% were non‐Hispanic White, 19.6% Hispanic, 10.6% non‐Hispanic Asian/Pacific Islander, and 10.3% non‐Hispanic Black. There was no difference in initial presentation to stroke center hospitals between groups. However, adjusted odds of reperfusion intervention, interhospital transfer and discharge from CSC did vary by race and ethnicity. Adjusted odds of interhospital transfer were lower among Hispanic (odds ratio [OR] 0.94, 95% confidence interval [CI] 0.89 to 0.98) and non‐Hispanic Asian/Pacific Islander patients (OR 0.84, 95% CI 0.79 to 0.90) and odds of discharge from a CSC were lower for Hispanic (OR 0.91, 95% CI 0.85 to 0.97) and non‐Hispanic Black patients (OR 0.74, 95% CI 0.67 to 0.81). Conclusions There are racial and ethnic disparities in reperfusion intervention receipt among stroke patients in California. Stroke system of care design, hospital resources, and transfer patterns may contribute to this disparity.
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- 2022
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10. Cancer-related Emergency Department Visits: Comparing Characteristics and Outcomes
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Rahul V. Nene, Jesse J. Brennan, Edward M. Castillo, Peter Tran, Renee Y. Hsia, and Christopher J. Coyne
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Medicine ,Medical emergencies. Critical care. Intensive care. First aid ,RC86-88.9 - Abstract
Introduction: There is increasing appreciation of the challenges of providing safe and appropriate care to cancer patients in the emergency department (ED). Our goal here was to assess which patient characteristics are associated with more frequent ED revisits. Methods: This was a retrospective cohort study of all ED visits in California during the 2016 calendar year using data from the California Office of Statewide Health Planning and Development. We defined revisits as a return visit to an ED within seven days of the index visit. For both index and return visits, we assessed various patient characteristics, including age, cancer type, medical comorbidities, and ED disposition. Results: Among 12.9 million ED visits, we identified 73,465 adult cancer patients comprising 103,523 visits that met our inclusion criteria. Cancer patients had a 7-day revisit rate of 17.9% vs 13.2% for non-cancer patients. Cancer patients had a higher rate of admission upon 7-day revisit (36.7% vs 15.6%). Patients with cancers of the small intestine, stomach, and pancreas had the highest rate of 7-day revisits (22–24%). Cancer patients younger than 65 had a higher 7-day revisit rate than the elderly (20.0% vs 16.2%). Conclusion: In a review of all cancer-related ED visits in the state of California, we found a variety of characteristics associated with a higher rate of 7-day ED revisits. Our goal in this study was to inform future research to identify interventions on the index visit that may improve patient outcomes.
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- 2021
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11. Impact of ST‐Segment–Elevation Myocardial Infarction Regionalization Programs on the Treatment and Outcomes of Patients Diagnosed With Non–ST‐Segment–Elevation Myocardial Infarction
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Juan Carlos C. Montoy, Yu‐Chu Shen, Ralph G. Brindis, Harlan M. Krumholz, and Renee Y. Hsia
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angiography ,mortality ,non–ST‐segment–elevation myocardial infarction ,ST‐segment–elevation myocardial infarction ,Diseases of the circulatory (Cardiovascular) system ,RC666-701 - Abstract
Background Many communities have implemented systems of regionalized care to improve access to timely care for patients with ST‐segment–elevation myocardial infarction. However, patients who are ultimately diagnosed with non–ST‐segment–elevation myocardial infarctions (NSTEMIs) may also be affected, and the impact of regionalization programs on NSTEMI treatment and outcomes is unknown. We set out to determine the effects of ST‐segment–elevation myocardial infarction regionalization schemes on treatment and outcomes of patients diagnosed with NSTEMIs. Methods and Results The cohort included all patients receiving care in emergency departments diagnosed with an NSTEMI at all nonfederal hospitals in California from January 1, 2005 to September 30, 2015. Data were analyzed using a difference‐in‐differences approach. The main outcomes were 1‐year mortality and angiography within 3 days of the index admission. A total of 293 589 patients with NSTEMIs received care in regionalized and nonregionalized communities. Over the study period, rates of early angiography increased by 0.5 and mortality decreased by 0.9 percentage points per year among the overall population (95% CI, 0.4–0.6 and −1.0 to −0.8, respectively). Regionalization was not associated with early angiography (−0.5%; 95% CI, −1.1 to 0.1) or death (0.2%; 95% CI, −0.3 to 0.8). Conclusions ST‐segment–elevation myocardial infarction regionalization programs were not statistically associated with changes in guideline‐recommended early angiography or changes in risk of death for patients with NSTEMI. Increases in the proportion of patients with NSTEMI who underwent guideline‐directed angiography and decreases in risk of mortality were accounted for by secular trends unrelated to regionalization policies.
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- 2021
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12. Not All Insurance Is Equal: Differential Treatment and Health Outcomes by Insurance Coverage Among Nonelderly Adult Patients With Heart Attack
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Matthew J. Niedzwiecki, Renee Y. Hsia, and Yu‐Chu Shen
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acute myocardial infarction ,disparities ,health outcomes ,insurance coverage ,Diseases of the circulatory (Cardiovascular) system ,RC666-701 - Abstract
BackgroundThe Affordable Care Act has provided health insurance to a large portion of the uninsured in the United States. However, different types of health insurance provide varying amounts of reimbursements to providers, which may lead to different types of treatment, potentially worsening health outcomes in patients covered by low‐reimbursement insurance plans, such as Medicaid. The objective was to determine differences in access, treatment, and health outcomes by insurance type, using hospital fixed effects. Methods and ResultsWe conducted a multivariate regression analysis using patient‐level data for nonelderly adult patients with acute myocardial infarction in California from January 1, 2001, to December 31, 2014, as well as hospital‐level information to control for differences between hospitals. The probability of Medicaid‐insured and uninsured patients having access to catheterization laboratory was higher by 4.50 and 3.75 percentage points, respectively, relative to privately insured patients. When controlling for access to percutaneous coronary intervention facilities, however, Medicaid‐insured and uninsured patients had a 4.24– and 0.85–percentage point lower probability, respectively, in receiving percutaneous coronary intervention treatment compared with privately insured patients. They also had higher mortality and readmission rates relative to privately insured patients. ConclusionsAlthough Medicaid‐insured and uninsured patients with acute myocardial infarction had better access to catheterization laboratories, they had significantly lower probabilities of receiving percutaneous coronary intervention treatment and a higher likelihood of death and readmission compared with privately insured patients. This provides empirical evidence that treatment received and health outcomes strongly vary between Medicaid‐insured, uninsured, and privately insured patients, with Medicaid‐insured patients most disproportionately affected, despite having better access to cardiac technology.
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- 2018
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13. This Article Corrects: 'Trends in Regionalization of Care for ST-Segment Elevation Myocardial Infarction'
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Renee Y. Hsia, Sarah Sabbagh, Nandita Sarkar, Karl Sporer, Ivan C. Rokos, John F. Brown, Ralph G. Brindis, Joanna Guo, and Yu-Chu Shen
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Medicine ,Medical emergencies. Critical care. Intensive care. First aid ,RC86-88.9 - Published
- 2018
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14. Trends in Regionalization of Care for ST-Segment Elevation Myocardial Infarction
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Renee Y. Hsia, Sarah Sabbagh, Nandita Sarkar, Karl Sporer, Ivan C. Rokos, John F. Brown, Ralph G. Brindis, Joanna Guo, and Yu-Chu Shen
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Medicine ,Medical emergencies. Critical care. Intensive care. First aid ,RC86-88.9 - Abstract
Introduction: California has led successful regionalized efforts for several time-critical medical conditions, including ST-segment elevation myocardial infarction (STEMI), but no specific mandated protocols exist to define regionalization of care. We aimed to study the trends in regionalization of care for STEMI patients in the state of California and to examine the differences in patient demographic, hospital, and county trends. Methods: Using survey responses collected from all California emergency medical services (EMS) agencies, we developed four categories – no, partial, substantial, and complete regionalization – to capture prehospital and inter-hospital components of regionalization in each EMS agency’s jurisdiction between 2005–2014. We linked the survey responses to 2006 California non-public hospital discharge data to study the patient distribution at baseline. Results: STEMI regionalization-of-care networks steadily developed across California. Only 14% of counties were regionalized in 2006, accounting for 42% of California’s STEMI patient population, but over half of these counties, representing 86% of California’s STEMI patient population, reached complete regionalization in 2014. We did not find any dramatic differences in underlying patient characteristics based on regionalization status; however, differences in hospital characteristics were relatively substantial. Conclusion: Potential barriers to achieving regionalization included competition, hospital ownership, population density, and financial challenges. Minimal differences in patient characteristics can establish that patient differences unlikely played any role in influencing earlier or later regionalization and can provide a framework for future analyses evaluating the impact of regionalization on patient outcomes.
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- 2017
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15. Electronic connectivity between hospital pairs: impact on emergency department-related utilization.
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Julia Adler-Milstein, Ariel Linden, Renee Y. Hsia, and Jordan Everson
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- 2023
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16. Perspectives on Spain’s legislative experience providing access to healthcare to irregular migrants: a qualitative interview study
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Renee Y Hsia and Diana Gil-González
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Medicine - Abstract
Objectives In 2018, Spain adopted a national law that significantly expanded healthcare access to all residents, including undocumented migrants. This was a substantial shift from a more restrictive system of coverage in previous years. However, irregular migrants continue to experience challenges accessing healthcare in Spain. This study aimed to describe the legislative and administrative barriers to implementation of this law from the perspective of providers and administrators of the healthcare system.Design We interviewed 12 individuals using a semistructured format.Setting Spain.Participants 12 participants were interviewed; 7 males, 5 females. Participants included Spanish healthcare workers, government officials, hospital administrators, individuals working with non-governmental organisations focused on the provision of healthcare, and experts studying healthcare for underserved populations.Primary and secondary outcome measures Interviews delved into personal experiences and knowledge of the entitlements and barriers of providing or trying to access care for undocumented migrants.Results The interviews yielded eight key themes: (1) context of universal healthcare in Spain pre-2012; (2) erosion of trust as rationale for more restrictive policies of 2012; (3) challenges of the 3-month residency requirement; (4) areas of ambiguity: exceptions in the 2012 Royal Decree Law not discussed in the 2018 Royal Decree Law; (5) jurisdictional authority and conflicts between national and AC government; (6) near impossibility of obtaining documentation for exportation of healthcare; (7) difficulties obtaining necessary paperwork to register residency; and (8) rise of NGOs to provide support to irregular migrants.Conclusion While there has been a general political movement to expand healthcare access for undocumented migrants in Spain, there remains a fundamental need to clarify the legal entitlements for undocumented migrants nationally and create administrative consistency across autonomous communities for providing health cards for undocumented migrants. Other countries may be able to draw lessons from the Spanish experience about the legislative frameworks surrounding access to healthcare for undocumented migrants.
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- 2021
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17. Do PCI Facility Openings and Closures Affect AMI Outcomes Differently in High- vs Average-Capacity Markets?
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Yu-Chu Shen, Harlan M. Krumholz, and Renee Y. Hsia
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Cardiology and Cardiovascular Medicine - Published
- 2023
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18. Abstract 73: Using Network Science Community Detection Methods To Identify Insurance-based Disparities In Stroke Center Access In California
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Kori S Zachrison, Lee H Schwamm, Zhiyu Yan, Margaret Samuels-Kalow, Mathew J Reeves, Carlos A Camargo, Renee Y Hsia, and Jukka-Pekka Onnela
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Advanced and Specialized Nursing ,Neurology (clinical) ,Cardiology and Cardiovascular Medicine - Abstract
Introduction: Ischemic stroke (IS) patients are frequently transferred between hospitals. Our objective was to determine whether patient insurance status contributes to variation in access to stroke center care among transferred patients with IS. Methods: We compiled California data on every nonfederal hospital admission from 2010-17 and used ICD-9, ICD-10, and DRG codes to identify IS patients transferred from an initial emergency department to another hospital. Transfers were categorized based on whether or not the patient was ultimately discharged from a stroke center hospital (primary or comprehensive). Patient insurance status was categorized as private, Medicare, Medicaid or self/uninsured. Clusters of closely connected hospitals via transfer frequency were identified using network science community detection methods. Within each cluster, we examined the degree of disparity in stroke center access by quantifying the difference between the insurance groups with the highest and lowest proportion of transfers discharged from a stroke center. Results: We identified 10,049 IS transfers during the study period (private 5,297 [53%]; Medicare 3,328 [33%]; Medicaid 904 [9%]; self/uninsured 520 [5%]). Stroke center access varied by patient insurance (overall 87%, private 89%, Medicare 87%, Medicaid 82%, self 72%). There were 14 clusters of closely connected hospitals via transfers. In the highest performing cluster, 100% of transferred patients in each insurance category were discharged from a stroke center (delta 0). The lowest performing cluster was also the largest (n=2,364 transfers); in this cluster 69% of transfers were discharged from a stroke center, ranging from 32% of self-pay transfers to 81% of privately insured transfers (highest delta among all clusters: 49%). Conclusions: These findings demonstrate that current care patterns differ by insurance status. Further research is needed to determine interventions to address this disparity.
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- 2023
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19. Cancer-related Emergency Department Visits: Comparing Characteristics and Outcomes
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Jesse J. Brennan, Renee Y. Hsia, Rahul V. Nene, Peter N. Tran, Christopher J. Coyne, and Edward M. Castillo
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Adult ,Male ,medicine.medical_specialty ,Psychological intervention ,MEDLINE ,Patient characteristics ,Medicare ,Patient Readmission ,California ,Neoplasms ,Medicine ,Humans ,Health planning ,Original Research ,Aged ,Retrospective Studies ,RC86-88.9 ,business.industry ,Cancer type ,Cancer ,Medical emergencies. Critical care. Intensive care. First aid ,Retrospective cohort study ,General Medicine ,Emergency department ,medicine.disease ,Health Outcomes ,humanities ,United States ,Hospitalization ,Emergency medicine ,Emergency Medicine ,Female ,business ,Emergency Service, Hospital ,Facilities and Services Utilization - Abstract
Introduction: There is increasing appreciation of the challenges of providing safe and appropriate care to cancer patients in the emergency department (ED). Our goal here was to assess which patient characteristics are associated with more frequent ED revisits. Methods: This was a retrospective cohort study of all ED visits in California during the 2016 calendar year using data from the California Office of Statewide Health Planning and Development. We defined revisits as a return visit to an ED within seven days of the index visit. For both index and return visits, we assessed various patient characteristics, including age, cancer type, medical comorbidities, and ED disposition. Results: Among 12.9 million ED visits, we identified 73,465 adult cancer patients comprising 103,523 visits that met our inclusion criteria. Cancer patients had a 7-day revisit rate of 17.9% vs 13.2% for non-cancer patients. Cancer patients had a higher rate of admission upon 7-day revisit (36.7% vs 15.6%). Patients with cancers of the small intestine, stomach, and pancreas had the highest rate of 7-day revisits (22-24%). Cancer patients younger than 65 had a higher 7-day revisit rate than the elderly (20.0% vs 16.2%). Conclusion: In a review of all cancer-related ED visits in the state of California, we found a variety of characteristics associated with a higher rate of 7-day ED revisits. Our goal in this study was to inform future research to identify interventions on the index visit that may improve patient outcomes.
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- 2021
20. Association of emergency department crowding with inpatient outcomes
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Charleen Hsuan, Joel E. Segel, Renee Y. Hsia, Yinan Wang, and Jeannette Rogowski
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Health Policy - Abstract
To examine the association of higher emergency department (ED) census with inpatient outcomes on the day of discharge (inpatient length of stay, in-hospital mortality, ED revisits, and readmissions).All-payer ED and inpatient discharge data and hospital characteristics data from all non-federal, general, and acute care hospitals in the state of California from October 1, 2015 to December 31, 2017.In retrospective data analysis, we examined whether ED census was associated with inpatient outcomes for all inpatients, including those not admitted through the ED. The main predictor variable was ED census on day of discharge, categorized based on hospital year and day of week. Separate linear regression models with robust SEs and hospital fixed effects examined the association of ED census on inpatient outcomes (length of stay, 3-day ED revisit, 30-day all-cause readmission, in-hospital mortality), controlling for patient and visit-level factors. We stratified analyses by whether admission was elective or unscheduled.Inpatient discharges in non-federal, general medical hospitals with EDs.We examined 5,784,253 discharges. The adjusted model showed that, compared to when the ED was below the median, higher ED census on the day of discharge was associated with longer inpatient length of stay, lower readmissions, and higher in-hospital mortality (90th percentile for length of stay: +0.8% [95% confidence interval, CI: +0.6% to +1.1%]; readmissions: -0.59 percentage points [or -5.6%] [95% CI: -0.0071 to -0.0048]; mortality: +0.14 percentage points [or +5.4%] [95% CI: +0.0009 to +0.0018]). [Correction added on 18 November 2022, after first online publication: '[odds rato, OR -5.6%]' and '[OR +5.4%]' of the preceding sentence have been corrected to '[or -5.6%]' and '[or +5.4%]', respectively, in this version.] Results for length of stay were primarily driven by patients with elective admissions, while results for readmissions and in-hospital mortality were primarily driven by patients with unscheduled admissions.This study suggests that ED crowding may affect inpatients throughout the hospital, even patients who are already admitted to the hospital.
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- 2022
21. Barriers and Facilitators to Accessing Health Services for People Without Documentation Status in an Anti-Immigrant Era: A Socioecological Model
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Renee Y. Hsia, Riham M. Alwan, and Dahlia A. Kaki
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Health (social science) ,Community engagement ,business.industry ,undocumented immigrants ,Health Policy ,socioecological model ,Public Health, Environmental and Occupational Health ,Law enforcement ,Public policy ,Public relations ,Grounded theory ,barriers to care ,Documentation ,Health Information Management ,health care access ,Health care ,Credibility ,Sociology ,business ,immigrant health ,qualitative research ,Original Research ,Qualitative research - Abstract
Purpose: This qualitative study explores the barriers and facilitators to health care from the perspective of providers who care for patients without documentation status in the San Francisco Bay Area. Methods: Twenty-four direct providers were interviewed using semi-structured in-depth interviews. Participants included health care providers and community-based organization leaders. Interviews were independently coded using grounded theory analysis. The socioecological framework was used to develop the interview guide, analyze findings, and guide the discussion. Results: Participants identified fear as a barrier that transcended multiple levels of influence. At the public policy level, national policies, such as public charge and anti-immigration rhetoric, limited access to services. Local expansion of health care coverage, such as Healthy San Francisco, facilitated access to care. At the organizational level, law enforcement presence generated fear. This was countered by a welcoming environment, described as culturally concordant clinical sites, representation of the community in the provider pool, and resources to address social needs. Individual-level fear, rooted in trauma and economic insecurity, was eased by trauma-informed care and health navigators. Community engagement and sustained partnerships built trust and credibility to transcend the fear that hindered access to care. Conclusion: In a region with expansive policies for improved health care access, barriers are rooted in fear and span individual, organizational, and public policy levels of access to care. Richer community engagement may lessen the national and systemic barriers that this vulnerable population continues to face. Developing an understanding of this topic improves health care providers' ability to meet the needs of this growing and vulnerable population.
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- 2021
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22. Trends in depression risk before and during the COVID-19 pandemic
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Sofia B. Villas-Boas, Justin S. White, Scott Kaplan, Renee Y. Hsia, and Renteria, Elisenda
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Multidisciplinary ,Depression ,General Science & Technology ,Prevention ,COVID-19 ,Brain Disorders ,Behavioral Risk Factor Surveillance System ,Mental Health ,Good Health and Well Being ,Behavioral and Social Science ,Prevalence ,Humans ,Aetiology ,Pandemics ,2.4 Surveillance and distribution - Abstract
Using 11 years of the U.S. Centers for Disease Control and Prevention (CDC) Behavioral Risk Factor Surveillance System survey data set for 2011 to 2021, we track the evolution of depression risk for U.S. states and territories before and during the COVID-19 pandemic. We use these data in conjunction with unemployment and COVID case data by state and by year to describe changes in the prevalence of self-reported diagnosis with a depressive disorder over time and especially after the onset of COVID in 2020 and 2021. We further investigate heterogeneous associations of depression risk by demographic characteristics. Regression analyses of these associations adjust for state-specific and period-specific factors using state and year-fixed effects. First, we find that depression risk had been increasing in the US in years preceding the pandemic. Second, we find no significant average changes in depression risk at the onset of COVID in 2020 relative to previous trends, but estimate a 3% increase in average depression risk in 2021. Importantly, we find meaningful variation in terms of changes in depression risk during the pandemic across demographic subgroups.
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- 2023
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23. The rising cost of commonly used emergency department medications (2006–15)
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Maryann Mazer-Amirshahi, Renee Y. Hsia, Jesse M. Pines, Mark S Zocchi, Lewis S. Nelson, Collin Tebo, Sarah Rosenwohl-Mack, Erin R. Fox, and Colin Gibson
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medicine.medical_specialty ,Prescription Drugs ,Epinephrine ,Total cost ,Medical care ,Drug Costs ,03 medical and health sciences ,0302 clinical medicine ,Humans ,Medicine ,AWPP ,Medical prescription ,Pantoprazole ,health care economics and organizations ,Pravastatin ,business.industry ,030208 emergency & critical care medicine ,General Medicine ,Emergency department ,Glucagon ,Patient Discharge ,United States ,Health analytics ,Cross-Sectional Studies ,Ambulatory ,Emergency medicine ,Emergency Medicine ,Emergency Service, Hospital ,Drug pricing ,business - Abstract
Objective We determine how aggregate costs have changed for commonly used emergency department (ED) medications, and assess drivers of cost increases. Methods Using the National Hospital Ambulatory Medical Care Survey (NHAMCS), we identified the top 150 ED medications administered and prescribed at discharge in 2015. We used average wholesale prices (AWP) for each year from 2006 to 15 from the Red Book (Truven Health Analytics Inc.). Average wholesale price per patient (AWPP) was calculated by dividing AWP by drug uses. This was then multiplied by the total drug administrations or prescriptions to estimate the total cost in a given the year. All prices were converted to 2015 dollars. Results Aggregate costs of drugs administered in the ED increased from $688.7 million in 2006 to $882.4 million in 2015. For discharge prescriptions, aggregate costs increased from $2.031 billion in 2006 to $4.572 billion in 2015. AWPP for drugs administered in the ED in 2015 was 14.5% higher than in 2006 and 24.3% higher at discharge. The largest absolute increase in AWPP for drugs administered was for glucagon, which increased from $111 in 2006 to $235 in 2015. The largest AWPP increase at discharge was for epinephrine auto-injector, which increased from $124 in 2006 and to $481 in 2015. Conclusion Over the course of the study period, the aggregate costs of the most common medications administered in the ED increased by 28% while the costs of medications prescribed at discharge increased 125%.
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- 2021
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24. Age-related incidence and outcomes of sepsis in California, 2008–2015
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Edward M. Castillo, Gabriel Wardi, Christopher R. Tainter, Renee Y. Hsia, Atul Malhotra, Vaishal M. Tolia, Jesse J. Brennan, Angela Meier, Ulrich Schmidt, and Venktesh R. Ramnath
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medicine.medical_specialty ,Clinical Sciences ,Outcomes ,Nursing ,Disease ,Critical Care and Intensive Care Medicine ,Logistic regression ,Article ,Cohort Studies ,Sepsis ,03 medical and health sciences ,Liver disease ,0302 clinical medicine ,Clinical Research ,Septic shock ,Internal medicine ,80 and over ,medicine ,Humans ,Hospital Mortality ,Longitudinal Studies ,Risk factor ,Retrospective Studies ,Aged ,Aged, 80 and over ,Geriatrics ,Septic ,business.industry ,Incidence ,Inflammatory and immune system ,Incidence (epidemiology) ,Shock ,030208 emergency & critical care medicine ,Hematology ,medicine.disease ,Shock, Septic ,Emergency & Critical Care Medicine ,Infectious Diseases ,Good Health and Well Being ,030228 respiratory system ,Digestive Diseases ,Infection ,business - Abstract
Purpose Sepsis remains amongst the most common causes of death worldwide. It has been described as a disease of the elderly, but contemporary data on risk factors and mortality is lacking. Materials and methods Multi-center longitudinal cohort study using non-public, state of California data from January 1, 2008 to September 31, 2015. Patients with sepsis, severe sepsis, and septic shock were identified using ICD-9-CM diagnosis and procedure codes with age subgroups of 18–44, 45–64, 65–74, 75–84, and >85 years old. Descriptive statistics and a single direct logistic regression model were used to present data on incidence and mortality and to identify independent factors associated with mortality. Results Of 30,282,159 total inpatient encounters, 20,358,569 met inclusion criteria and 1,566,306 met sepsis criteria. Conditions associated with mortality included metastatic cancer, age, liver disease, residing in a care facility, and a gastrointestinal source of infection as well as fungal infection. Mortality in the >85-year-old subgroup with septic shock was 45.7%, lower than previously reported. Conclusion Age remains an important sepsis risk factor, but other conditions correlated more closely with sepsis-associated death. Patients over 85 years of age suffering from septic shock may have a better chance of survival than previously thought.
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- 2021
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25. Association of Residential Racial and Ethnic Segregation With Legal Intervention Injuries in California
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Cora H. Ormseth, Alyssa C. Mooney, Ojmarrh Mitchell, and Renee Y. Hsia
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Adult ,Male ,Cross-Sectional Studies ,Social Segregation ,Ethnicity ,Humans ,General Medicine ,California ,United States ,Retrospective Studies - Abstract
The continued harm of Black individuals in the US by law enforcement officers calls for reform of both law enforcement officers and structural racism embedded in communities.To examine the association between county characteristics and racial and ethnic disparities in legal intervention injuries.This retrospective, cross-sectional study was conducted among 27 671 patients presenting to California hospitals from January 1, 2016, to December 31, 2019, with legal intervention injuries (defined as any injury sustained as a result of an encounter with any law enforcement officer) as identified by International Statistical Classification of Diseases and Related Health Problems, Tenth Revision codes.Legal intervention injuries were classified by International Statistical Classification of Diseases and Related Health Problems, Tenth Revision external cause of injury code Y35. Expected injury counts were calculated for each county by multiplying statewide median rates of injury per capita for each age-racial and ethnic group, and then observed to expected injury ratios were measured. The association between county injury ratio, percentage of Black individuals, and residential segregation (measured using an index of dissimilarity) was modeled, stratifying by race and ethnicity.A total of 27 671 patients (24 159 male patients [87.3%]; 1734 Asian and Pacific Islander [6.3%], 5049 Black [18.2%], 11 250 Hispanic [40.7%], and 9638 White [34.8%]; mean [SD] age, 34.2 [12.5] years) presented with legal intervention injuries in California from 2016 to 2019. Observed to expected injury ratios ranged from 0 to 7 for Black residents and from 0 to 5 for White residents. High observed to expected injury ratios for Black residents (408 observed vs 60 expected; ratio = 7) were clustered around San Francisco Bay Area counties and corresponded with a higher proportion of Black residents. High observed to expected injury ratios for White residents (57 observed vs 11 expected; ratio = 5) clustered around rural northern California counties and corresponded with higher mean percentage of residents with income below the federal poverty level and fewer urban areas.This study suggests that residential segregation may be associated with increased legal intervention injury rates for Black residents of California counties with a large percentage of Black residents. Reform efforts to address racial and ethnic disparities in these injuries should carefully consider and address the legacy of discriminatory policies that has led to segregated communities in California and the United States.
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- 2022
26. Changes in Mental Health Following the 2016 Presidential Election
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Brandon W. Yan, Renee Y. Hsia, Victoria Yeung, and Frank A. Sloan
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Presidential election ,Cross-sectional study ,Victory ,01 natural sciences ,Patient care ,03 medical and health sciences ,0302 clinical medicine ,Depression (economics) ,Surveys and Questionnaires ,Internal Medicine ,Humans ,Medicine ,030212 general & internal medicine ,0101 mathematics ,Aged ,Original Research ,Behavioral Risk Factor Surveillance System ,business.industry ,Politics ,010102 general mathematics ,Mental health ,United States ,Cross-Sectional Studies ,Mental Health ,Female ,Residence ,business ,Demography - Abstract
Background The 2016 presidential election and the controversial policy agenda of its victor have raised concerns about how the election may have impacted mental health. Objective Assess how mental health changed from before to after the November 2016 election and how trends differed in states that voted for Donald Trump versus Hillary Clinton. Design Pre- versus post-election study using monthly cross-sectional survey data. Participants A total of 499,201 adults surveyed in the Behavioral Risk Factor Surveillance System from May 2016 to May 2017. Exposure Residence in a state that voted for Trump versus state that voted for Clinton and the candidate’s margin of victory in the state. Main Measures Self-reported days of poor mental health in the last 30 days and depression rate. Key Results Compared to October 2016, the mean days of poor mental health in the last 30 days per adult rose from 3.35 to 3.85 in December 2016 in Clinton states (0.50 days difference, p = 0.005) but remained statistically unchanged in Trump states, moving from 3.94 to 3.78 days (− 0.17 difference, p = 0.308). The rises in poor mental health days in Clinton states were driven by older adults, women, and white individuals. The depression rate in Clinton states began rising in January 2017. A 10–percentage point higher margin of victory for Clinton in a state predicted 0.41 more days of poor mental health per adult in December 2016 on average (p = 0.001). Conclusions In states that voted for Clinton, there were 54.6 million more days of poor mental health among adults in December 2016, the month following the election, compared to October 2016. Clinicians should consider that elections could cause at least transitory increases in poor mental health and tailor patient care accordingly, especially with the 2020 election upon us. Supplementary Information The online version contains supplementary material available at 10.1007/s11606-020-06328-6.
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- 2020
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27. The association between area deprivation index and emergency department discharge rates and revisits
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Avi Baehr, Angela J. Fought, Renee Y. Hsia, Jennifer L. Wiler, and Adit A. Ginde
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Emergency Medicine ,Humans ,General Medicine ,Emergency Service, Hospital ,Patient Readmission ,Patient Discharge ,Retrospective Studies - Published
- 2022
28. Trends in Payer Type for Emergency Department Visits in California, 2011-2019
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Renee Y. Hsia, Madeline Feldmeier, and Nandita Sarkar
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General Medicine - Abstract
This cohort study investigates trends in the association between emergency department use and insurance coverage in California between 2011 and 2019.
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- 2023
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29. Nationwide study on trends in unplanned hospital attendance and deaths during the 7 weeks after the onset of the COVID-19 pandemic in Denmark
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Søren Bie Bogh, Colin A. Graham, Daniel Pilsgaard Henriksen, Marianne Fløjstrup, Keld-Erik Byg, Mikkel Brabrand, Søren Paaske Johnsen, Søren Mikkelsen, Mette Rahbek Kristensen, Tim Alex Lindskou, Lau Caspar Thygesen, Erika Frischknecht Christensen, Line E. Laugesen, Mickael Bech, Søren Kabell Nissen, Kim Rose Olsen, Lars Folkestad, Hejdi Gamst-Jensen, Henrik Laugesen, Jens Søndergaard, Renee Y. Hsia, Peter Hallas, Stine Hanson, and Morten Breinholt Søvsø
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medicine.medical_specialty ,Exacerbation ,emergency department ,Population ,030204 cardiovascular system & hematology ,03 medical and health sciences ,0302 clinical medicine ,Medicine ,Humans ,030212 general & internal medicine ,Elective surgery ,education ,Pandemics ,education.field_of_study ,Hip fracture ,mortality (standardized mortality ratios) ,business.industry ,SARS-CoV-2 ,Health Policy ,Incidence (epidemiology) ,Mortality rate ,Incidence ,Attendance ,COVID-19 ,Emergency department ,medicine.disease ,Hospitals ,health services research ,Emergency medicine ,business ,Emergency Service, Hospital ,healthcare quality improvement - Abstract
BackgroundThe impact of a pandemic on unplanned hospital attendance has not been extensively examined. The aim of this study is to report the nationwide consequences of the COVID-19 pandemic on unplanned hospital attendances in Denmark for 7 weeks after a ‘shelter at home’ order was issued.MethodsWe merged data from national registries (Civil Registration System and Patient Registry) to conduct a study of unplanned (excluding outpatient visits and elective surgery) hospital-based healthcare and mortality of all Danes. Using data for 7 weeks after the ‘shelter at home’ order, the incidence rate of unplanned hospital attendances per week in 2020 was compared with corresponding weeks in 2017–2019. The main outcome was hospital attendances per week as incidence rate ratios. Secondary outcomes were general population mortality and risk of death in-hospital, reported as weekly mortality rate ratios (MRRs).ResultsFrom 2 438 286 attendances in the study period, overall unplanned attendances decreased by up to 21%; attendances excluding COVID-19 were reduced by 31%; non-psychiatric by 31% and psychiatric by 30%. Out of the five most common diagnoses expected to remain stable, only schizophrenia and myocardial infarction remained stable, while chronic obstructive pulmonary disease exacerbation, hip fracture and urinary tract infection fell significantly. The nationwide general population MRR rose in six of the recorded weeks, while MRR excluding patients who were COVID-19 positive only increased in two.ConclusionThe COVID-19 pandemic and a governmental national ‘shelter at home’ order was associated with a marked reduction in unplanned hospital attendances with an increase in MRR for the general population in two of 7 weeks, despite exclusion of patients with COVID-19. The findings should be taken into consideration when planning for public information campaigns.
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- 2021
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30. Association of STEMI regionalization of care with de facto NSTEMI regionalization
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Juan Carlos C. Montoy, Yu-Chu Shen, Harlan M. Krumholz, Renee Y. Hsia, and Naval Postgraduate School (U.S.)
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medicine.medical_specialty ,De facto ,medicine.medical_treatment ,Cardiorespiratory Medicine and Haematology ,Cardiovascular ,Article ,Percutaneous Coronary Intervention ,Emergency medical services ,Medicine ,Humans ,Hospital Planning ,Myocardial infarction ,cardiovascular diseases ,Non-ST Elevated Myocardial Infarction ,Heart Disease - Coronary Heart Disease ,Crowding in ,business.industry ,Health services research ,Percutaneous coronary intervention ,medicine.disease ,Patient volume ,surgical procedures, operative ,Heart Disease ,Cardiovascular System & Hematology ,Emergency medicine ,Conventional PCI ,Public Health and Health Services ,ST Elevation Myocardial Infarction ,Patient Safety ,Cardiology and Cardiovascular Medicine ,business - Abstract
17 USC 105 interim-entered record; under temporary embargo. The regionalization of care for ST elevation myocardial infarction (STEMI) may unintentionally concentrate patients with non-ST elevation myocardial infarction (NSTEMI) into percutaneous coronary intervention (PCI) capable hospitals. This could lead to benefits such as increased access to PCI-capable hospitals, but could cause harms such as crowding in some hospitals with decreased patient volume and revenue in others. We set out to assess whether STEMI regionalization programs concentrated patients with NSTEMI at STEMI-receiving hospitals. U.S. Government affiliation is unstated in article text.
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- 2021
31. Abstract 12195: Racial and Ethnic Disparities in Reperfusion Interventions and Stroke Center Care in California
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Kori S Zachrison, Margaret Samuels-Kalow, Sijia Li, Mathew J Reeves, Renee Y Hsia, Lee H Schwamm, and Carlos A Camargo
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Physiology (medical) ,Cardiology and Cardiovascular Medicine - Abstract
Background: There is significant hospital-level variation in quality of acute stroke care delivery. As a result, patients’ access to disability-reducing reperfusion interventions and stroke center care depends on the initial hospital of presentation and interhospital transfer. Our objective was to examine racial and ethnic disparities in access to reperfusion interventions, and whether interhospital patient transfer mitigates disparities in access to stroke center care. Methods: Using statewide administrating data including all emergency department and hospital discharges in California from 2010-2017, we identified acute ischemic stroke patients and outcomes of interest: thrombolytic therapy, endovascular thrombectomy (EVT) receipt, interhospital transfer, and discharge from primary or comprehensive stroke center hospital. We used hierarchical logistic regression modeling to identify the relationship between race/ethnicity and outcomes after accounting for important patient- and hospital-level factors. Results: Of 336,247 ischemic stroke patient encounters during the study period, 186,444 (55.4%) were non-Hispanic white, 66,016 (19.6%) Hispanic, 34,596 (10.3%) non-Hispanic Black and 35,784 (10.6%) non-Hispanic Asian/Pacific Islander. Relative to non-Hispanic white patients, adjusted odds of thrombolytic receipt were lower for Hispanic, non-Hispanic Asian/Pacific Islander, and non-Hispanic Black patients (Figure). Adjusted odds of EVT were lower for Hispanic and non-Hispanic Black patients. Adjusted odds of interhospital transfer were lower among Hispanic and non-Hispanic Asian patients. Adjusted odds of discharge from a stroke center hospital was similar across racial/ethnic groups. Conclusions: There are racial/ethnic disparities in receipt of reperfusion interventions among stroke patients in California. Configuration of the stroke system of care, hospital resources, and transfer patterns may contribute.
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- 2021
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32. Perspectives on Spain's legislative experience providing access to healthcare to irregular migrants: a qualitative interview study
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Renee Y. Hsia, Diana Gil-González, Universidad de Alicante. Departamento de Enfermería Comunitaria, Medicina Preventiva y Salud Pública e Historia de la Ciencia, and Salud Pública
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Male ,Context (language use) ,Health Services Accessibility ,Underserved Population ,Health care ,Humans ,Medicine ,Health policy ,Transients and Migrants ,Government ,international health services ,business.industry ,Health Policy ,public health ,Legislature ,General Medicine ,Healthcare access ,Public relations ,Legislative and administrative barriers ,Spain ,Medicina Preventiva y Salud Pública ,Irregular migrants ,Female ,Health Facilities ,Personal experience ,business ,qualitative research ,Qualitative research - Abstract
ObjectivesIn 2018, Spain adopted a national law that significantly expanded healthcare access to all residents, including undocumented migrants. This was a substantial shift from a more restrictive system of coverage in previous years. However, irregular migrants continue to experience challenges accessing healthcare in Spain. This study aimed to describe the legislative and administrative barriers to implementation of this law from the perspective of providers and administrators of the healthcare system.DesignWe interviewed 12 individuals using a semistructured format.SettingSpain.Participants12 participants were interviewed; 7 males, 5 females. Participants included Spanish healthcare workers, government officials, hospital administrators, individuals working with non-governmental organisations focused on the provision of healthcare, and experts studying healthcare for underserved populations.Primary and secondary outcome measuresInterviews delved into personal experiences and knowledge of the entitlements and barriers of providing or trying to access care for undocumented migrants.ResultsThe interviews yielded eight key themes: (1) context of universal healthcare in Spain pre-2012; (2) erosion of trust as rationale for more restrictive policies of 2012; (3) challenges of the 3-month residency requirement; (4) areas of ambiguity: exceptions in the 2012 Royal Decree Law not discussed in the 2018 Royal Decree Law; (5) jurisdictional authority and conflicts between national and AC government; (6) near impossibility of obtaining documentation for exportation of healthcare; (7) difficulties obtaining necessary paperwork to register residency; and (8) rise of NGOs to provide support to irregular migrants.ConclusionWhile there has been a general political movement to expand healthcare access for undocumented migrants in Spain, there remains a fundamental need to clarify the legal entitlements for undocumented migrants nationally and create administrative consistency across autonomous communities for providing health cards for undocumented migrants. Other countries may be able to draw lessons from the Spanish experience about the legislative frameworks surrounding access to healthcare for undocumented migrants.
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- 2021
33. Emergency Department Closures And Openings: Spillover Effects On Patient Outcomes In Bystander Hospitals
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Renee Y. Hsia, Yu-Chu Shen, Naval Postgraduate School (U.S.), and Business and Public Policy (GBSPP)
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Male ,Emergency Medical Services ,Outcome Assessment ,Databases, Factual ,Myocardial Infarction ,patient outcomes ,Cardiovascular ,Emergency Care ,Cohort Studies ,0302 clinical medicine ,Spillover effect ,Outcome Assessment, Health Care ,Bystander effect ,Retrospective analysis ,Hospital Mortality ,030212 general & internal medicine ,Myocardial infarction ,Emergency Service ,030503 health policy & services ,Health Policy ,Health Services ,Hospitals ,Organizational Innovation ,humanities ,Heart Disease ,Public Health and Health Services ,Health Policy & Services ,Female ,Emergency Service, Hospital ,0305 other medical science ,medicine.medical_specialty ,emergency department ,acute myocardial infarction ,high-occupancy hospitals ,Article ,High-Volume ,Databases ,Hospital ,03 medical and health sciences ,Percutaneous Coronary Intervention ,Clinical Research ,medicine ,Humans ,Factual ,Heart Disease - Coronary Heart Disease ,Retrospective Studies ,business.industry ,Emergency department ,medicine.disease ,United States ,Health Care ,Good Health and Well Being ,Applied Economics ,Health Care Surveys ,Emergency medicine ,business ,Hospitals, High-Volume - Abstract
The article of record as published may be found at http://dx.doi.org/10.1377/hlthaff.2019.00125 High-occupancy hospitals may be sensitive to neighboring emergency department (ED) closures and openings, as they already operate at or near capacity. We conducted a retrospective analysis using data for the period 2001-13 to examine outcomes of and treatment received by patients with acute myocardial infarction at so-called bystander EDs that had been exposed to nearby ED closures or openings. We used changes in driving time between an ED and the next-closest one as a proxy for a closure or opening: If driving time increased, for instance, it meant that a nearby ED had closed. When a high-occupancy ED was exposed to a closure that resulted in increased driving time of thirty minutes or more to the next-closest ED, one-year mortality and thirty-day readmission rates increased by 2.39 and 2.00 percentage points, respectively, while the likelihood of receiving percutaneous coronary intervention (PCI) declined by 2.06 percentage points. Exposure to ED openings that resulted in decreased driving times of thirty minutes or more was associated with reductions in thirty-day mortality at bystander hospitals and an increased likelihood of receiving PCI. Our findings suggest that limited resources at high-occupancy bystander hospitals make them sensitive to changes in the availability of emergency care in neighboring communities. This work was supported by the National Heart, Lung, and Blood Institute of the National Institutes of Health (Grant Nos. R01HL114822 and R01HL134182 to both Renee Hsia and Yu-Chu Shen). This work was supported by the National Heart, Lung, and Blood Institute of the National Institutes of Health (Grant Nos. R01HL114822 and R01HL134182 to both Renee Hsia and Yu-Chu Shen).
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- 2019
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34. Characterizing pediatric high frequency users of California emergency departments
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Gary M. Vilke, Renee Y. Hsia, Edward M. Castillo, Benjamin Supat, Jesse J. Brennan, and Paul Ishimine
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Male ,Multivariate analysis ,Pediatrics ,Emergency Care ,California ,Cohort Studies ,0302 clinical medicine ,Statewide database ,Child ,Frequent users ,Pediatric ,Emergency Service ,Age Factors ,Health services research ,General Medicine ,Health Services ,Hospitalization ,Pediatric patient ,Child, Preschool ,Emergency Medicine ,Female ,Emergency Service, Hospital ,medicine.medical_specialty ,Adolescent ,Clinical Sciences ,Medicare ,Article ,Hospital ,03 medical and health sciences ,Clinical Research ,medicine ,Humans ,In patient ,Health planning ,Preschool ,Retrospective Studies ,Emergency department ,Medicaid ,business.industry ,Infant ,030208 emergency & critical care medicine ,Emergency & Critical Care Medicine ,United States ,Good Health and Well Being ,Return visits ,Emergency medicine ,business ,Facilities and Services Utilization - Abstract
Objective Emergency department (ED) utilization has increased for the last several decades. Despite a focus on adult frequent ED users, little research has examined pediatric frequent ED users. The purpose of this study was to assess pediatric ED utilization in California and to describe those identified as frequent ED users. Methods This was a retrospective multi-facility study of ED visits by children 1–17 years of age using statewide data from the California Office of Statewide Health Planning and Development. Patients were classified into utilization groups by the number of ED visits in a one-year period prior to their last visit in 2016: occasional (1–5 visits) vs. frequent (>5 visits). Differences in patient characteristics were compared between occasional and frequent users. Results There were 690,130 patients between 1 and 17 years of age with 1,238,262 visits during the study period. Children with ≥6 visits (2.3%) accounted for 9.3% of all visits. 67% of frequent users had no visits to a pediatric ED. Over 40% (41.4%) of frequent users visited 2 or more hospitals, compared to 7.7% of occasional users. In multivariate analysis, the characteristics with the largest associations with frequent ED use were age, payer, and being admitted/transferred. Conclusions The majority of pediatric frequent users do not seek care in pediatric EDs. Age, prior admission, and Medicare/Medicaid appear to have the largest associations with pediatric patient frequent ED utilization.
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- 2019
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35. Factors Associated With Geriatric Frequent Users of Emergency Departments
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Christen E. Chalmers, Kelly J. Ko, Renee Y. Hsia, James Howard, Theodore C. Chan, Edward M. Castillo, and Jesse J. Brennan
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Male ,medicine.medical_specialty ,Health Services for the Aged ,Population ,Psychological intervention ,Pain ,Comorbidity ,Logistic regression ,California ,Cohort Studies ,03 medical and health sciences ,0302 clinical medicine ,Health care ,Humans ,Medicine ,Longitudinal Studies ,030212 general & internal medicine ,education ,Aged ,Retrospective Studies ,Aged, 80 and over ,education.field_of_study ,business.industry ,030208 emergency & critical care medicine ,Health Care Costs ,Odds ratio ,Emergency department ,Patient Acceptance of Health Care ,Confidence interval ,Emergency medicine ,Emergency Medicine ,Wounds and Injuries ,Female ,Emergency Service, Hospital ,business ,Cohort study - Abstract
Study objective Frequent users of the emergency department (ED) are often associated with increased health care costs. Limited research is devoted to frequent ED use within the increasing senior population, which accounts for the highest use of health care resources. We evaluate patient characteristics and patterns of ED use among geriatric patients. Methods This was a multicenter, retrospective, longitudinal, cohort study of ED visits among geriatric patients older than 65 years in 2013 and 2014. Logistic regression analysis was used to identify independent associations with frequent users. The setting was a nonpublic statewide database in California, which includes 326 licensed nonfederal hospitals. We included all geriatric patients within the database who were older than 65 years and had an ED visit in 2014, for a total of 1,259,809 patients with 2,792,219 total ED visits. The main outcome was frequent users, defined as having greater than or equal to 6 ED visits in a 1-year period, starting from their last visit in 2014. Results Overall, 5.7% of geriatric patients (n=71,449) were identified as frequent users of the ED. They accounted for 21.2% (n=592,407) of all ED visits. The associations of frequent ED use with the largest magnitude were patients with an injury-related visit (odds ratio 3.8; 95% confidence interval 3.8 to 3.9), primary diagnosis of pain (odds ratio 5.5; 95% confidence interval 5.4 to 5.6), and comorbidity index score greater than or equal to 3 (odds ratio 7.2; 95% confidence interval 7.0 to 7.5). Conclusion Geriatric frequent users are likely to have comorbid conditions and be treated for conditions related to pain and injuries. These findings provide evidence to guide future interventions to address these needs that could potentially decrease frequent ED use among geriatric patients.
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- 2019
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36. Trends in Inequities in the Treatment of and Outcomes for Women and Minorities with Myocardial Infarction
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Juan Carlos C. Montoy, Yu-Chu Shen, and Renee Y. Hsia
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Male ,Risk Factors ,Emergency Medicine ,Myocardial Infarction ,Humans ,ST Elevation Myocardial Infarction ,Female ,Non-ST Elevated Myocardial Infarction ,Retrospective Studies - Abstract
To test whether the differences across sex and race in the treatment of and outcomes for ST-segment elevation myocardial infarction (STEMI) and non-ST-segment elevation myocardial infarction (NSTEMI) have changed over a recent decade.We conducted a retrospective analysis of patients with a diagnosis of STEMI or NSTEMI in California from 2005 to 2015 using the Office of State Health Planning and Development dataset. Using multivariable linear regression with county-fixed effects, we measured the baseline and change over time in the proportions of patients with STEMI or NSTEMI who underwent appropriately-timed coronary angiography (day of admission and within 3 days of admission, respectively) and survived at 1 year according to sex and race (Asian, Black, Hispanic, and White) and adjusting for comorbidities, payor, and hospital characteristics.We analyzed 159,068 STEMI and 294,068 NSTEMI presentations. In 2005, 50.0% of 12,329 men and 35.7% of 6,939 women with STEMI and 45.0% of 14,379 men and 33.1% of 10,674 women with NSTEMI underwent timely angiography. In 2015, 76.7% of 6,257 men and 66.8% of 2,808 women with STEMI underwent timely angiography and 56.3% of 13,889 men and 45.9% of 9,334 women with NSTEMI underwent timely angiography. In 2005, 1-year survival was 82.3% for men and 69.6% for women after STEMI; in 2013, 1-year survival was 88.1% for men and 79.1% for women. In the multivariable model, the baseline difference was 1.1 percentage points (95% confidence interval [CI] 0.2 to 1.9), and survival increased for women compared with men by 0.3 percentage points per year (95% CI 0.2 to 0.5). In 2005, 46.0% (5,878) of 12,789 White patients and 31.2% (330) of 1,057 Black patients with STEMI underwent timely angiography; in 2015 75.2% of 3,928 White patients and 69.2% of 522 Black patients underwent timely angiography for STEMI. In the multivariable model, this difference was 6.4 percentage points at baseline (95% CI 4.5 to 8.3), and the probability of undergoing timely angiography for Black patients increased by 0.3 percentage points per year (95% CI -0.1 to 0.6).Despite overall improvements in the treatment of and outcomes for STEMI and NSTEMI, disparities persist in the treatment of and outcomes for both the conditions, particularly for women.
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- 2021
37. Early Do-Not-Resuscitate Orders and Outcome After Intracerebral Hemorrhage
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Debbie Y Madhok, Anthony S. Kim, Renee Y. Hsia, Donna MacIsaac, Jeffrey R. Vitt, and J. Claude Hemphill
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medicine.medical_specialty ,Aggressive care ,Physician’s practice patterns ,Clinical Sciences ,8.1 Organisation and delivery of services ,Do Not Resuscitate Order ,Critical Care and Intensive Care Medicine ,03 medical and health sciences ,0302 clinical medicine ,Disease severity ,Medicine ,Humans ,Resuscitation orders ,Hospital Mortality ,health care economics and organizations ,Cerebral Hemorrhage ,Retrospective Studies ,Outcome ,Intracerebral hemorrhage ,Neurology & Neurosurgery ,business.industry ,DNR orders ,Physician's practice patterns ,Neurosciences ,030208 emergency & critical care medicine ,medicine.disease ,humanities ,Hospitalization ,Stroke ,Quartile ,Relative risk ,Emergency medicine ,Neurology (clinical) ,Neurosurgery ,business ,030217 neurology & neurosurgery ,Health and social care services research - Abstract
BackgroundDo-not-resuscitate (DNR) orders are commonly used after intracerebral hemorrhage (ICH) and have been shown to be a predictor of mortality independent of disease severity. We determined the frequency of early DNR orders in ICH patients and whether a previously reported association with increased mortality still exists.MethodsWe performed a retrospective analysis of patients discharged from non-federal California hospitals with a primary diagnosis of ICH from January 2013 through December 2014. Characteristics included hospital ICH volume and type and whether DNR order was placed within 24h of admission (early DNR order). The risk of in-hospital mortality was evaluated both on the individual and hospital level using multivariable analyses. A case mix-adjusted hospital DNR index was calculated for each hospital by comparing the actual number of DNR cases with the expected number of DNR cases from a multivariate model.ResultsA total of 9,958 patients were treated in 180 hospitals. Early DNR orders were placed in 20.1% of patients and 54.2% of these patients died during their hospitalization compared to 16.0% of patients without an early DNR order. For every 10% increase in a hospital's utilization of early DNR orders, there was a corresponding 26% increase in the likelihood of in-hospital mortality. Patients treated in hospitals within the highest quartile of adjusted DNR use had a higher relative risk of death compared to the lowest quartile (RR 3.9 vs 5.2) though the trend across quartiles was not statistically significant.ConclusionsThe use of early DNR orders for ICH continues to be a strong predictor of in-hospital mortality. However, patients treated at hospitals with an overall high or low use of early DNR had similar relative risks of death whether or not there was an early DNR order, suggesting that such orders may not be a proxy for less aggressive care as seen previously.
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- 2021
38. Letter to the Editor. Discrepancies in national databases for TBI estimates
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Geoffrey T. Manley, Debbie Y Madhok, and Renee Y. Hsia
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Information retrieval ,Letter to the editor ,business.industry ,Medicine ,General Medicine ,business - Published
- 2021
39. Association of Cardiac Care Regionalization With Access, Treatment, and Mortality Among Patients With ST-Segment Elevation Myocardial Infarction
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Renee Y. Hsia, Yu-Chu Shen, and Harlan M. Krumholz
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Adult ,Male ,medicine.medical_specialty ,Percutaneous ,Time Factors ,medicine.medical_treatment ,Medicare ,Percutaneous Coronary Intervention ,Internal medicine ,Fibrinolysis ,medicine ,ST segment ,Humans ,Thrombolytic Therapy ,Myocardial infarction ,Aged ,Aged, 80 and over ,business.industry ,Percutaneous coronary intervention ,Middle Aged ,medicine.disease ,United States ,Elevation (emotion) ,Treatment Outcome ,Cardiology ,ST Elevation Myocardial Infarction ,Female ,Cardiology and Cardiovascular Medicine ,business - Abstract
Background: Regionalization of ST-segment elevation myocardial infarction (STEMI) systems of care has been championed over the past decade. Although timely access to percutaneous coronary intervention (PCI) has been shown to improve outcomes, no studies have determined how regionalization has affected the care and outcomes of patients. We sought to determine if STEMI regionalization is associated with changes in access, treatment, and outcomes. Methods: Using a difference-in-differences approach, we analyzed a statewide, administrative database of 139 494 patients with STEMI in California from 2006 to 2015 using regionalization data based on a survey of all local Emergency Medical Services agencies in the state. Results: For patients with STEMI, the base rate of admission to a hospital with PCI capability was 72.7%, and regionalization was associated with an increase of 5.34 percentage points (95% CI, 1.58–9.10), representing a 7.1% increase. Regionalization was also associated with a statistically significant increase of 3.54 (95% CI, 0.61–6.48) percentage points in the probability of same-day PCI, representing an increase of 7.1% from the 49.7% base rate and a 4.6% relative increase (2.97 percentage points [95% CI, 0.1–5.85]) in the probability of receiving PCI at any time during the hospitalization. There was a 1.84 percentage point decrease (95% CI, −3.31 to −0.37) in the probability of receiving fibrinolytics. For 7-day mortality, regionalization was associated with a 0.53 (95% CI, −1 to −0.06) percentage point greater reduction (representing 5.8% off the base rate of 9.1%) and a 1.75 percentage point decrease in the likelihood of all-cause 30-day readmission (95% CI, −3.39 to −0.11; representing 6.4% off the base rate of 27.4%). No differences were found in longer-term mortality. Conclusions: Among patients with STEMI in California from 2006 to 2015, STEMI regionalization was associated with increased access to a PCI-capable hospital, greater use of PCI, lower 7-day mortality, and lower 30-day readmissions.
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- 2021
40. Abstract P250: A Strategy for Reliable Identification of Ischemic Stroke, Thrombolytics, and Thrombectomy in Large Administrative Databases
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Opeolu Adeoye, Lee H. Schwamm, Mathew J. Reeves, Carlos A. Camargo, Kori S. Zachrison, Sijia Li, and Renee Y. Hsia
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Advanced and Specialized Nursing ,medicine.medical_specialty ,business.industry ,medicine.medical_treatment ,Health services research ,Thrombolysis ,medicine.disease ,Identification (information) ,Ischemic stroke ,Emergency medicine ,Medicine ,Neurology (clinical) ,Cardiology and Cardiovascular Medicine ,business ,Stroke - Abstract
Background: Administrative data are frequently used in stroke research. Ensuring accurate identification of ischemic stroke patients, and those receiving thrombolysis and endovascular thrombectomy (EVT) is critical to ensure representativeness and generalizability. We examined differences in patient samples based on different modes of identification, and propose a strategy for future patient and procedure identification in large administrative databases. Methods: We used nonpublic administrative data from the state of California to identify all ischemic stroke patients discharged from an emergency department or inpatient hospitalization from 2010-2017 based on ICD-9 (2010-2015), ICD-10 (2015-2017), and MS-DRG discharge codes. We identified patients with interhospital transfers, patients receiving thrombolytics, and patients treated with EVT based on ICD, CPT and MS-DRG codes. We determined what proportion of these transfers and procedures would have been identified with ICD versus MS-DRG discharge codes. Results: Of 365,099 ischemic stroke encounters, most (87.7%) had both a stroke-related ICD-9 or ICD-10 code and stroke-related MS-DRG code; 12.3% had only an ICD-9 or ICD-10 code, and 0.02% had only a MS-DRG code. Nearly all transfers (99.9%) were identified using ICD codes. We identified32,433 thrombolytic-treated patients (8.9% of total) using ICD, CPT, and MS-DRG codes; the combination of ICD and CPT codes identified nearly all (98%). We identified 7,691 patients treated with EVT (2.1% of total) using ICD and MS-DRG codes; both MS-DRG and ICD-9/-10 codes were necessary because ICD codes alone missed 13.2% of EVTs. CPT codes only pertain to outpatient/ED patients and are not useful for EVT identification. Conclusions: ICD-9/-10 diagnosis codes capture nearly all ischemic stroke encounters and transfers, while the combination of ICD-9/-10 and CPT codes are adequate for identifying thrombolytic treatment in administrative datasets. However, MS-DRG codes are necessary in addition to ICD codes for identifying EVT, likely due to favorable reimbursement for EVT-related MS-DRG codes incentivizing accurate coding.
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- 2021
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41. Impact of ST‐Segment–Elevation Myocardial Infarction Regionalization Programs on the Treatment and Outcomes of Patients Diagnosed With Non–ST‐Segment–Elevation Myocardial Infarction
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Yu-Chu Shen, Ralph G. Brindis, Harlan M. Krumholz, Juan Carlos C. Montoy, and Renee Y. Hsia
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medicine.medical_specialty ,Population ,non–ST‐segment–elevation myocardial infarction ,Myocardial Infarction ,medicine ,Risk of mortality ,Humans ,ST segment ,angiography ,ST‐segment–elevation myocardial infarction ,Angina, Unstable ,Myocardial infarction ,education ,Original Research ,education.field_of_study ,Quality and Outcomes ,medicine.diagnostic_test ,business.industry ,Health Services ,medicine.disease ,mortality ,Emergency medicine ,Angiography ,Cohort ,Risk of death ,Cardiology and Cardiovascular Medicine ,business ,Health Services and Outcomes Research - Abstract
Background Many communities have implemented systems of regionalized care to improve access to timely care for patients with ST‐segment–elevation myocardial infarction. However, patients who are ultimately diagnosed with non–ST‐segment–elevation myocardial infarctions (NSTEMIs) may also be affected, and the impact of regionalization programs on NSTEMI treatment and outcomes is unknown. We set out to determine the effects of ST‐segment–elevation myocardial infarction regionalization schemes on treatment and outcomes of patients diagnosed with NSTEMIs. Methods and Results The cohort included all patients receiving care in emergency departments diagnosed with an NSTEMI at all nonfederal hospitals in California from January 1, 2005 to September 30, 2015. Data were analyzed using a difference‐in‐differences approach. The main outcomes were 1‐year mortality and angiography within 3 days of the index admission. A total of 293 589 patients with NSTEMIs received care in regionalized and nonregionalized communities. Over the study period, rates of early angiography increased by 0.5 and mortality decreased by 0.9 percentage points per year among the overall population (95% CI, 0.4–0.6 and −1.0 to −0.8, respectively). Regionalization was not associated with early angiography (−0.5%; 95% CI, −1.1 to 0.1) or death (0.2%; 95% CI, −0.3 to 0.8). Conclusions ST‐segment–elevation myocardial infarction regionalization programs were not statistically associated with changes in guideline‐recommended early angiography or changes in risk of death for patients with NSTEMI. Increases in the proportion of patients with NSTEMI who underwent guideline‐directed angiography and decreases in risk of mortality were accounted for by secular trends unrelated to regionalization policies.
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- 2021
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42. Sex bias in admission to tertiary-care centres for acute myocardial infarction and cardiogenic shock
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Cristina Fernández, Irene Buera, Francisco Marín, José A. Barrabés, Ralph G. Brindis, Albert Ariza, Renee Y. Hsia, Antonia Sambola, Francisco J. Elola, Manuel Anguita, Luis Rodríguez-Padial, Héctor Bueno, and José L. Bernal
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Male ,Patient Transfer ,medicine.medical_specialty ,Cardiac Care Facilities ,medicine.medical_treatment ,Clinical Biochemistry ,Shock, Cardiogenic ,030204 cardiovascular system & hematology ,Revascularization ,Biochemistry ,Tertiary Care Centers ,03 medical and health sciences ,0302 clinical medicine ,Percutaneous Coronary Intervention ,Sex Factors ,Internal medicine ,Diabetes mellitus ,Medicine ,Humans ,030212 general & internal medicine ,Myocardial infarction ,Hospital Mortality ,Referral and Consultation ,Aged ,Aged, 80 and over ,business.industry ,Cardiogenic shock ,Mortality rate ,Incidence (epidemiology) ,Percutaneous coronary intervention ,General Medicine ,Middle Aged ,medicine.disease ,Hospitalization ,Spain ,Conventional PCI ,ST Elevation Myocardial Infarction ,Female ,business - Abstract
BACKGROUND There are limited data on sex-specific outcomes and management of cardiogenic shock complicating ST-segment elevation myocardial infarction (CS-STEMI). We investigated whether any sex bias exists in the admission to revascularization capable hospitals (RCH) or intensive cardiac care units (ICCU) and its impact on in-hospital mortality. METHODS We used the Spanish National Health System Minimum Basic Data from 2003 to 2015 to identify patients with CS-STEMI. The primary outcome was sex differences in in-hospital mortality. RESULTS Among 340 490 STEMI patients, 20 262 (6%) had CS and 29.2% were female. CS incidence was higher in women than in men (7.9% vs 5.1%, P = .001). Women were older and had more hypertension and diabetes, and were less often admitted to RCH than men (from 58.7% in 2003 to 79.6% in 2015; and from 61.9% in 2003 to 85.3% in 2015; respectively, P = .01), and to ICCU centres (25.7% vs 29.2%, P = .001). Adjusted mortality was higher in women than men over time (from 79.5 ± 4.3% to 65.8 ± 6.5%; and from 67.8 ± 6% to 58.1 ± 6.5%; respectively, P
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- 2021
43. Differential benefits of cardiac care regionalization based on driving time to percutaneous coronary intervention
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Yu-Chu Shen and Renee Y. Hsia
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medicine.medical_specialty ,Time Factors ,medicine.medical_treatment ,Health outcomes ,Article ,03 medical and health sciences ,0302 clinical medicine ,Percutaneous Coronary Intervention ,medicine ,Humans ,Myocardial infarction ,cardiovascular diseases ,business.industry ,Percutaneous coronary intervention ,030208 emergency & critical care medicine ,General Medicine ,medicine.disease ,Hospitalization ,surgical procedures, operative ,Treatment Outcome ,Conventional PCI ,Emergency medicine ,Emergency Medicine ,ST Elevation Myocardial Infarction ,business ,therapeutics - Abstract
BACKGROUND: Patients with ST-elevation myocardial infarction (STEMI) require timely reperfusion, and percutaneous coronary intervention (PCI) decreases morbidity and mortality. Regionalization of ST-elevation myocardial infarction (STEMI) care has increased timeliness and use of percutaneous coronary intervention (PCI), but it is unknown whether benefits to regionalization depend on a community’s distance from its nearest PCI center. We sought to determine if STEMI regionalization benefits, measured by access to PCI centers, timeliness of treatment (same-day or in-hospital PCI), and mortality, differ by baseline distance to nearest PCI center. METHODS: Using a difference-in-difference-in-differences model, we examined access to PCI-capable hospitals, receipt of PCI either on the day of admission or during the care episode, and health outcomes for patients hospitalized from January 1, 2006 – September 30, 2015. RESULTS: Of 139,408 patients (2006 to 2015), 51% could reach the nearest PCI center in
- Published
- 2020
44. Evaluation of STEMI Regionalization on Access, Treatment, and Outcomes Among Adults Living in Nonminority and Minority Communities
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Yu-Chu Shen, Renee Y. Hsia, and Harlan M. Krumholz
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Adult ,Male ,Non-Randomized Controlled Trials as Topic ,medicine.medical_treatment ,Regional Medical Programs ,Zip code ,California ,Health Services Accessibility ,White People ,Time-to-Treatment ,Cohort Studies ,Percutaneous Coronary Intervention ,Residence Characteristics ,Cause of Death ,Medicine ,Humans ,Hispanic population ,Myocardial infarction ,Healthcare Disparities ,Mortality ,Minority Groups ,Cause of death ,Aged ,Aged, 80 and over ,business.industry ,Percutaneous coronary intervention ,Percentage point ,General Medicine ,Hispanic or Latino ,Middle Aged ,medicine.disease ,Black or African American ,Hospitalization ,Conventional PCI ,ST Elevation Myocardial Infarction ,Female ,business ,Demography ,Cohort study - Abstract
Importance Cardiac care regionalization, specifically for patients with ST-segment elevation myocardial infarction (STEMI), has been touted as a potential mechanism to reduce systematic disparities by protocolizing the treatment of these conditions. However, it is unknown whether such regionalization arrangements have widened or narrowed disparities in access, treatment, and outcomes for minority communities. Objective To determine the extent to which disparities in access, treatment, and outcomes have changed for patients with STEMI living in zip codes that are in the top tertile of the Black or Hispanic population compared with patients in nonminority zip codes in regionalized vs nonregionalized counties. Design, Setting, and Participants This cohort study used a quasi-experimental approach exploiting the different timing of regionalization across California. Nonpublic inpatient data for all patients with STEMI from January 1, 2006, to October 31, 2015, were analyzed using a difference-in-difference-in-differences estimation approach. Exposure Exposure to the intervention was defined as on and after the year a patient's county was exposed to regionalization. Main Outcomes and Measures Access to percutaneous coronary intervention (PCI)-capable hospital, receipt of PCI on the same day and at any time during the hospitalization, and time-specific all-cause mortality. Results This study included 139 494 patients with STEMI; 61.9% of patients were non-Hispanic White, 5.6% Black, 17.8% Hispanic, and 9.0% Asian; 32.8% were women. Access to PCI-capable hospitals improved by 6.3 percentage points (95% CI, 5.5 to 7.1 percentage points; P
- Published
- 2020
45. The association of Medicaid expansion and racial/ethnic inequities in access, treatment, and outcomes for patients with acute myocardial infarction
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Matthew J. Niedzwiecki, Renee Y. Hsia, Erica M. Valdovinos, Joanna Guo, and Laws, M Barton
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Male ,Economics ,medicine.medical_treatment ,Ethnic group ,Myocardial Infarction ,Social Sciences ,Cardiovascular ,Geographical locations ,California ,Medicine and Health Sciences ,Ethnicities ,Myocardial infarction ,Hospital Mortality ,Hispanic People ,health care economics and organizations ,education.field_of_study ,Multidisciplinary ,Mortality rate ,Patient Protection and Affordable Care Act ,Health Services ,Middle Aged ,Hospitals ,Heart Disease ,Florida ,Medicine ,Female ,Research Article ,Adult ,medicine.medical_specialty ,General Science & Technology ,Death Rates ,Science ,Population ,MEDLINE ,Cardiology ,Young Adult ,Health Economics ,Percutaneous Coronary Intervention ,Population Metrics ,Clinical Research ,medicine ,Humans ,cardiovascular diseases ,education ,Heart Disease - Coronary Heart Disease ,Population Biology ,business.industry ,Medicaid ,Percutaneous coronary intervention ,Biology and Life Sciences ,medicine.disease ,United States ,Health Care ,Good Health and Well Being ,Health Care Facilities ,Emergency medicine ,Conventional PCI ,North America ,Population Groupings ,People and places ,business ,Health Insurance - Abstract
IntroductionAfter having an acute myocardial infarction (AMI), racial and ethnic minorities have less access to care, decreased rates of invasive treatments such as percutaneous coronary intervention (PCI), and worse outcomes compared with white patients. The objective of this study was to determine whether the Affordable Care Act’s expansion of Medicaid eligibility was associated with changes in racial disparities in access, treatments, and outcomes after AMI.MethodsQuasi-experimental, difference-in-differences-in-differences analysis of non-Hispanic white and minority patients with acute myocardial infarction in California and Florida from 2010–2015, using linear regression models to estimate the difference-in-differences. This population-based sample included all Medicaid and uninsured patients ages 18–64 hospitalized with acute myocardial infarction in California, which expanded Medicaid through the Affordable Care Act beginning as early as July 2011 in certain counties, and Florida, which did not expand Medicaid. The main outcomes included rates of admission to hospitals capable of performing PCI, rates of transfer for patients who first presented to hospitals that did not perform PCI, rates of PCI during hospitalization and rates of early (within 48 hours of admission) PCI, rates of readmission to the hospital within 30 days, and rates of in-hospital mortality.ResultsA total of 55,991 hospital admissions met inclusion criteria, 32,540 of which were in California and 23,451 were in Florida. Among patients with AMI who initially presented to a non-PCI hospital, the likelihood of being transferred increased by 12 percentage points (95% CI 2 to 21) for minority patients relative to white patients after the Medicaid expansion. The likelihood of undergoing PCI increased by 3 percentage points (95% CI 0 to 5) for minority patients relative to white patients after the Medicaid expansion. We did not find an association between the Medicaid expansion and racial disparities in overall likelihood of admission to a PCI hospital, hospital readmissions, or in-hospital mortality.ConclusionsThe Medicaid expansion was associated with a decrease in racial disparities in transfers and rates of PCI after AMI. We did not find an association between the Medicaid expansion and admission to a PCI hospital, readmissions, and in-hospital mortality. Additional factors outside of insurance coverage likely continue to contribute to disparities in outcomes after AMI. These findings are crucial for policy makers seeking to reduce racial disparities in access, treatment and outcomes in AMI.
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- 2020
46. Early Do-Not-Resuscitate Orders and Outcome After Intracerebral Hemorrhage
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Debbie Y, Madhok, Jeffrey R, Vitt, Donna, MacIsaac, Renee Y, Hsia, Anthony S, Kim, and J Claude, Hemphill
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Hospitalization ,Humans ,Hospital Mortality ,Cerebral Hemorrhage ,Resuscitation Orders ,Retrospective Studies - Abstract
Do-not-resuscitate (DNR) orders are commonly used after intracerebral hemorrhage (ICH) and have been shown to be a predictor of mortality independent of disease severity. We determined the frequency of early DNR orders in ICH patients and whether a previously reported association with increased mortality still exists.We performed a retrospective analysis of patients discharged from non-federal California hospitals with a primary diagnosis of ICH from January 2013 through December 2014. Characteristics included hospital ICH volume and type and whether DNR order was placed within 24 h of admission (early DNR order). The risk of in-hospital mortality was evaluated both on the individual and hospital level using multivariable analyses. A case mix-adjusted hospital DNR index was calculated for each hospital by comparing the actual number of DNR cases with the expected number of DNR cases from a multivariate model.A total of 9,958 patients were treated in 180 hospitals. Early DNR orders were placed in 20.1% of patients and 54.2% of these patients died during their hospitalization compared to 16.0% of patients without an early DNR order. For every 10% increase in a hospital's utilization of early DNR orders, there was a corresponding 26% increase in the likelihood of in-hospital mortality. Patients treated in hospitals within the highest quartile of adjusted DNR use had a higher relative risk of death compared to the lowest quartile (RR 3.9 vs 5.2) though the trend across quartiles was not statistically significant.The use of early DNR orders for ICH continues to be a strong predictor of in-hospital mortality. However, patients treated at hospitals with an overall high or low use of early DNR had similar relative risks of death whether or not there was an early DNR order, suggesting that such orders may not be a proxy for less aggressive care as seen previously.
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- 2020
47. The Impact of Age on Sepsis Admission and Discharge Location
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Gabriel Wardi, Jesse J. Brennan, Christopher R. Tainter, M.F. Odish, Edward M. Castillo, I. Joel, and Renee Y. Hsia
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Sepsis ,medicine.medical_specialty ,business.industry ,Emergency medicine ,medicine ,Discharge location ,business ,medicine.disease - Published
- 2020
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48. Abstract WP285: Impact of Endovascular Treatment on the Patterns of Interhospital Transfer of Stroke Patients in California
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Renee Y. Hsia, Jukka-Pekka Onnela, Kori S. Zachrison, Sijia Li, Lee H. Schwamm, Janice A. Espinola, and Carlos A. Camargo
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Advanced and Specialized Nursing ,medicine.medical_specialty ,Stroke patient ,business.industry ,Health services research ,medicine.disease ,Endovascular therapy ,Emergency medicine ,Medicine ,Neurology (clinical) ,Endovascular treatment ,Cardiology and Cardiovascular Medicine ,business ,Stroke - Abstract
Background: Optimized stroke systems of care can enable equitable access to timely care, including endovascular thrombectomy (EVT). Yet how hospitals are connected in the care of stroke patients is not well-characterized. Given that EVT is only available in specialized centers, stroke systems and patient transfer patterns may have evolved after the 2015 publication of EVT benefit. Primary objective: to map the stroke patient transfer network in California and to determine whether it changed after 2015. Methods: We analyzed California data including every nonfederal hospital admission from pre- (2010-2014) and post-2015 (2016-2017). ICD-9, ICD-10, and DRG codes identified ischemic stroke (IS) hospitalizations. Connections between any 2 hospitals were based on the transfer of > 5 IS patients between them/year. t-tests compared the patient transfer maps pre- vs post-2015 on descriptive network measures: number of hospitals, transfer connections, and patients shared in transfer, and distance traveled in transfer. A hierarchical logistic regression model assessed whether patients were more frequently transferred to EVT-capable hospitals after 2015, adjusting for patient- and hospital-level factors, including a time-by-distance interaction. Results: Among 385,799 IS hospitalizations, 15,522 (4.0%) were transferred. After 2015, patients traveled longer distances in transfer (25.1 vs 28.4 miles, p Conclusion: The California stroke transfer network significantly changed after the 2015 publication of benefit for EVT, with increased likelihood of transfer to EVT centers and longer distances traveled in transfer.
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- 2020
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49. Limitations of Using Pediatric Respiratory Illness Readmissions to Compare Hospital Performance
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Renee Y. Hsia, Sunitha V. Kaiser, Gabby B. Joseph, Charles E. McCulloch, Naomi S. Bardach, Regina W. Lam, and Michael D. Cabana
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Male ,medicine.medical_specialty ,Leadership and Management ,Assessment and Diagnosis ,Hospital performance ,Patient Readmission ,California ,Influenza, Human ,Humans ,Medicine ,Care Planning ,Quality Indicators, Health Care ,Retrospective Studies ,Hospital readmission ,Respiratory illness ,business.industry ,Health Policy ,Pneumonia ,General Medicine ,Hospitals, Pediatric ,Child, Preschool ,Emergency medicine ,Bronchiolitis ,Female ,Fundamentals and skills ,Emergency Service, Hospital ,business - Abstract
Adult hospital readmission rates can reliably identify meaningful variation in hospital performance; however, pediatric condition-specific readmission rates are limited by low patient volumes.To determine if a National Quality Forum (NQF)-endorsed measure for pediatric lower respiratory illness (LRI) 30-day readmission rates can meaningfully identify high- and low-performing hospitals.Observational, retrospective cohort analysis. We applied the pediatric LRI measure and several variations to evaluate their ability to detect performance differences.Administrative claims from all hospital admissions in California (2012-2014).Children (age18 years) with LRI (primary diagnosis: bronchiolitis, influenza, or pneumonia; or LRI as a secondary diagnosis with a primary diagnosis of respiratory failure, sepsis, bacteremia, or asthma).Thirty-day hospital readmission rates and costs. Hierarchical regression models adjusted for age, gender, and chronic conditions were used.Across all California hospitals admitting children (n = 239) using respiratory readmission rates, no outlier hospitals were identified with (1) the NQF-endorsed metric, (2) inclusion of primary asthma or secondary asthma exacerbation diagnoses, or (3) inclusion of 30-day emergency revisits. By including admissions for asthma, adding emergency revisits, and merging 3 years of data, we identified 9 outlier hospitals (2 high-performers, 7 low-performers). There was no association of hospital readmission rates with costs.Using a nationally-endorsed quality measure of inpatient pediatric care, we were unable to identify meaningful variation in hospital performance without broadening the metric definition and merging multiple years of data. Utilizers of pediatric-quality measures should consider modifying metrics to better evaluate the quality of pediatric care at low-volume hospitals.Supported by the Agency for Healthcare Research and Quality (K08 HS24592 to SVK and U18HS25297 to MDC and NSB) and the National Institute of Child Health and Human Development (K23HD065836 to NSB). The funding agency played no role in the study design; the collection, analysis, and interpretation of data; the writing of the report; or the decision to submit the manuscript for publication.
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- 2018
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50. Is Inpatient Volume Or Emergency Department Crowding A Greater Driver Of Ambulance Diversion?
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Yu-Chu Shen, Renee Y. Hsia, Nandita Sarkar, Naval Postgraduate School (U.S.), and Business & Public Policy (GSBPP)
- Subjects
Patient Transfer ,medicine.medical_specialty ,Time Factors ,Emergency Care ,California ,Article ,Hospital ,03 medical and health sciences ,Patient Admission ,0302 clinical medicine ,Clinical Research ,medicine ,Humans ,Ambulance Diversion ,030212 general & internal medicine ,Retrospective Studies ,Emergency Service ,Inpatients ,business.industry ,Health Policy ,fungi ,food and beverages ,Emergency department crowding ,030208 emergency & critical care medicine ,Delayed treatment ,Health Services ,respiratory system ,Length of Stay ,humanities ,Crowding ,Applied Economics ,Emergency medicine ,Access To Care ,Public Health and Health Services ,Health Policy & Services ,Emergency Service, Hospital ,business ,human activities ,Volume (compression) - Abstract
The article of record as published may be found at http://dx.doi.org/10.1377/hlthaff.2017.1602 Inpatient volume has long been believed to be a contributing factor to ambulance diversion, which can lead to delayed treatment and poorer outcomes. We examined the extent to which both daily inpatient and emergency department (ED) volumes at specified hospitals, and diversion levels (that is, the number of hours ambulances were diverted on a given day) at their nearest neighboring hospitals, were associated with diversion levels in the period 2005–12. We found that a 10 percent increase in patient volume was associated with a sevenfold greater increase in diversion hours when the volume increase occurred among inpatients (5 percent) versus ED visitors (0.7 percent). When the next-closest ED experienced mild, moderate, or severe diversion, the study hospital’s diversion hours increased by 8 percent, 23 percent, and 44 percent, respectively. These findings suggest that efforts focused on managing inpatient volume and flow might reduce diversion more effectively than interventions focused only on ED dynamics. National Heart, Lung, and Blood Institute of the National Institutes of Health R01HL134182 R01HL114822
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- 2018
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