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Dive into the research topics where Shan W. Liu is active.

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Featured researches published by Shan W. Liu.


Annals of Emergency Medicine | 2011

Emergency department utilization after the implementation of Massachusetts health reform

Peter B. Smulowitz; Robert Lipton; J. Frank Wharam; Leon C. Adelman; Scott G. Weiner; Laura G. Burke; Christopher W. Baugh; Jeremiah D. Schuur; Shan W. Liu; Meghan E. McGrath; Bella Liu; Assaad Sayah; Mary C Burke; J. Hector Pope; Bruce E. Landon

STUDY OBJECTIVE Health care reform in Massachusetts improved access to health insurance, but the extent to which reform affected utilization of the emergency department (ED) for conditions potentially amenable to primary care is unclear. Our objective is to determine the relationship between health reform and ED use for low-severity conditions. METHODS We studied ED visits, using a convenience sample of 11 Massachusetts hospitals for identical 9-month periods before and after health care reform legislation was implemented in 2006. Individuals most affected by the health reform law (the uninsured and low-income populations covered by the publicly subsidized insurance products) were compared with individuals unlikely to be affected by the legislation (those with Medicare or private insurance). Our main outcome measure was the rate of overall and low-severity ED visits for the study population and the comparison population during the period before and after health reform implementation. RESULTS Total visits increased from 424,878 in 2006 to 442,102 in 2008. Low-severity visits among publicly subsidized or uninsured patients decreased from 43.8% to 41.2% of total visits for that group (difference=2.6%; 95% confidence interval [CI] 2.25% to 2.85%), whereas low-severity visits for privately insured and Medicare patients decreased from 35.7% to 34.9% of total visits for that group (difference=0.8%; 95% CI 0.62% to 0.98%), for a difference in differences of 1.8% (95% CI 1.7% to 1.9%). CONCLUSION Although overall ED volume continues to increase, Massachusetts health reform was associated with a small but statistically significant decrease in the rate of low-severity visits for those populations most affected by health reform compared with a comparison population of individuals less likely to be affected by the reform. Our findings suggest that access to health insurance is only one of a multitude of factors affecting utilization of the ED.


Annals of Emergency Medicine | 2009

A pilot study examining undesirable events among emergency department-boarded patients awaiting inpatient beds.

Shan W. Liu; Stephen H. Thomas; James Gordon; Azita G. Hamedani; Joel S. Weissman

STUDY OBJECTIVE We describe the frequency of undesirable events among patients boarding at a single, urban, tertiary, teaching emergency department (ED) through retrospective chart abstraction. METHODS This was a chart review of all patients admitted during 3 randomly selected days in 2003 (n=162) to track the frequency of undesirable events such as missed relevant home medications, missed laboratory test results, arrhythmias, or other adverse events. RESULTS One hundred fifty-one charts were abstracted (93.2%); 27.8% had an undesirable event, 17.9% missed a relevant home medication, and 3.3% had a preventable adverse event. There was a higher frequency of undesirable events among older patients (35.9%, aged >50 years; 7.3%, aged 20 to 49 years; 28.6%, aged 0 to 19 years) and those with more comorbidities (44.4% among Charlson score >or=3; 30.8% score 2; 36.1% score 1; 14.5% score 0). CONCLUSION A substantial frequency of undesirable events occurs while patients board in the ED. These events are more frequent in older patients or those with more comorbidities. Future studies need to compare the rates of undesirable events among patients boarding in the ED versus inpatient units.


Internal and Emergency Medicine | 2012

Emergency department crowding and risk of preventable medical errors

Stephen K. Epstein; David S. Huckins; Shan W. Liu; Daniel J. Pallin; Ashley F. Sullivan; Robert Lipton; Carlos A. Camargo

The objective of the study is to determine the association between emergency department (ED) crowding and preventable medical errors (PME). This was a retrospective cohort study of 533 ED patients enrolled in the National ED Safety Study (NEDSS) in four Massachusetts EDs. Individual patients’ average exposure to ED crowding during their ED visit was compared with the occurrence of a PME (yes/no) for the three diagnostic categories in NEDSS: acute myocardial infarction, asthma exacerbation, and dislocation requiring procedural sedation. To accommodate site-to-site differences in available administrative data, ED crowding was measured using one of three previously validated crowding metrics (ED Work Index, ED Workscore, and ED Occupancy). At each site, the continuous measure was placed into site-specific quartiles, and these quartiles then were combined across sites. We found that 46 (8.6%; 95% confidence interval, 6.4–11.3%) of the 533 patients experienced a PME. For those seen during higher levels of ED crowding (quartile 4 vs. quartile 1), the occurrence of PMEs was more than twofold higher, both on unadjusted analysis and adjusting for two potential confounders (diagnosis, site). The association appeared non-linear, with most PMEs occurring at the highest crowding level. We identified a direct association between high levels of ED crowding and risk of preventable medical errors. Further study is needed to determine the generalizability of these results. Should such research confirm our findings, we would suggest that mitigating ED crowding may reduce the occurrence of preventable medical errors.


American Journal of Emergency Medicine | 2013

Frequent ED users: are most visits for mental health, alcohol, and drug-related complaints?☆ , ☆☆ ,★,★★

Shan W. Liu; John T. Nagurney; Yuchiao Chang; Blair A. Parry; Peter B. Smulowitz; Steven J. Atlas

STUDY OBJECTIVE To determine whether frequent emergency department (ED) users are more likely to make at least one and a majority of visits for mental health, alcohol, or drug-related complaints compared to non-frequent users. METHODS We performed a retrospective cohort study exploring frequent ED use and ED diagnosis at a single, academic hospital and included all ED patients between January 1 and December 31, 2010. We compared differences in ED visits with a primary International Classification of Diseases, 9th Revision visit diagnosis of mental health, alcohol or drug-related diagnoses between non-frequent users (<4 visits during previous 12-months) and frequent (repeat [4-7 visits], highly frequent [8-18 visits] and super frequent [≥19 visits]) users in univariate and multivariable analyses. RESULTS Frequent users (2496/65201 [3.8%] patients) were more likely to make at least one visit associated with mental health, alcohol, or drug-related diagnoses. The proportion of patients with a majority of visits related to any of the three diagnoses increased from 5.8% among non-frequent users (3616/62705) to 9.4% among repeat users (181/1926), 13.1% among highly frequent users (62/473), and 25.8% (25/97 patients) in super frequent users. An increasing proportion of visits with alcohol-related diagnoses was observed among repeat, highly frequent, and super frequent users but was not found for mental health or drug-related complaints. CONCLUSION Frequent ED users were more likely to make a mental health, alcohol or drug-related visit, but a majority of visits were only noted for those with alcohol-related diagnoses. To address frequent ED use, interventions focusing on managing patients with frequent alcohol-related visits may be necessary.


Academic Emergency Medicine | 2011

An Empirical Assessment of Boarding and Quality of Care: Delays in Care Among Chest Pain, Pneumonia, and Cellulitis Patients

Shan W. Liu; Yuchiao Chang; Joel S. Weissman; Richard T. Griffey; James Thomas; Suvd Nergui; Azita G. Hamedani; Carlos A. Camargo; Sara J. Singer

BACKGROUND As hospital crowding has increased, more patients have ended up boarding in the emergency department (ED) awaiting their inpatient beds. To the best of our knowledge, no study has compared the quality of care of boarded and nonboarded patients. OBJECTIVES This study sought to examine whether being a boarded patient and boarding longer were associated with more delays, medication errors, and adverse events among ED patients admitted with chest pain, pneumonia, or cellulitis. METHODS This study was a retrospective cohort design in which data collection was accomplished via medical record review from two urban teaching hospitals. Patients admitted with chest pain, pneumonia, or cellulitis between August 2004 and January 2005 were eligible for inclusion. Our outcomes measures were: 1) delays in administration of home medications, cardiac enzyme tests, partial thromboplastin time (PTT), and antibiotics; 2) medication errors; and 3) adverse events or near misses. Primary independent variables were boarded status, boarding time, and boarded time interval. Multiple logistic regression models controlling for patient, ED, and hospital characteristics were used. RESULTS A total of 1,431 patient charts were included: 811 with chest pain, 387 with pneumonia, and 233 with cellulitis. Boarding time was associated with an increased odds of home medication delays (adjusted odds ratio [AOR] = 1.07, 95% confidence interval [CI] = 1.05 to 1.10), as were boarded time intervals of 12, 18, and 24 hours. Boarding time also was associated with lower odds of having a late cardiac enzyme test (AOR = 0.93, 95% CI = 0.88 to 0.97). CONCLUSIONS Boarding was associated with home medication delays, but fewer cardiac enzyme test delays. Boarding was not associated with delayed PTT checks, antibiotic administration, medication errors, or adverse events/near misses. These findings likely reflect the inherent resources of the ED and the inpatient units.


Academic Emergency Medicine | 2015

Evaluation of older adult patients with falls in the emergency department: discordance with national guidelines

Gregory Philip Tirrell; Jiraporn Sri-on; Lewis A. Lipsitz; Carlos A. Camargo; Christopher Kabrhel; Shan W. Liu

OBJECTIVES The objective was to examine whether the emergency department (ED) evaluation of older adult fallers is concordant with the Geriatric Emergency Department Guidelines. METHODS This study was a chart review of randomly selected older adult ED fall patients from one urban academic teaching hospital. Patients 65 years and older who had ED fall visits in 2012 and who had primary care physicians within our hospital network during the past 3 years were included. Transferred patients were excluded. The data collection instrument was adapted from ED fall evaluation recommendations. RESULTS There were 350 patients in this study. The mean (±SD) patient age was 80.1 (±8.8) years, 124 (35%) were male, 327 (93%) were white, and 298 (85%) were community dwelling. The range with which history and physical examination findings were concordant with fall guidelines was 1% to 85%. Cause and location of fall were the two most frequently reported history items (85 and 81%, respectively), while asking about baseline vision was only reported 1% of the time. Evaluating for sensory deficits and muscle strength were the two most frequently reported physical examinations (63 and 48%, respectively), while balance was evaluated with the lowest frequency (1%). Patients who received more guideline-recommended evaluations were older with more comorbid conditions and were transferred to an observation unit or admitted to the hospital more frequently. Overall, more than half of these elderly patients (56%) were discharged from the ED to their place of preadmission residence. CONCLUSIONS The current ED evaluation of older adult fallers is discordant with general and ED-specific fall guidelines. Future studies are warranted to investigate ways to successfully implement fall evaluation guidelines.


American Journal of Emergency Medicine | 2015

Frequency of ED revisits and death among older adults after a fall

Shan W. Liu; Ziad Obermeyer; Yuchiao Chang; Kalpana N. Shankar

INTRODUCTION Falls among older adults (aged ≥65 years) are the leading cause of both injury deaths and emergency department (ED) visits for trauma. We examine the characteristics and prevalence of older adult ED fallers as well as the recurrent ED visit and mortality rate. METHODS This was a retrospective analysis of a cohort of elderly fall patients who presented to the ED between 2005 and 2011 of 2 urban, level 1 trauma, teaching hospitals with approximately 80000 to 95000 annual visits. We examined the frequency of ED revisits and death at 3 days, 7 days, 30 days, and 1 year controlling for certain covariates. RESULTS Our cohort included 21340 patients. The average age was 78.6 years. An increasing proportion of patients revisited the ED over the course of 1 year, ranging from 2% of patients at 3 days to 25% at 1 year. Death rates increased from 1.2% at 3 days to 15% at 1 year. A total of 10728 patients (50.2%) returned to the ED at some point during our 7-year study period, and 36% of patients had an ED revisit or death within 1 year. In multivariate logistic regression, male sex and comorbidities were associated with ED revisits and death. CONCLUSION More than one-third of older adult ED fall patients had an ED revisit or died within 1 year. Falls are one of the geriatric syndromes that contribute to frequent ED revisits and death rates. Future research should determine whether falls increase the risk of such outcomes and how to prevent future fall and death.


American Journal of Emergency Medicine | 2014

Boarding is associated with higher rates of medication delays and adverse events but fewer laboratory-related delays

Jiraporn Sri-on; Yuchiao Chang; David P. Curley; Carlos A. Camargo; Joel S. Weissman; Sara J. Singer; Shan W. Liu

BACKGROUND Hospital crowding and emergency department (ED) boarding are large and growing problems. To date, there has been a paucity of information regarding the quality of care received by patients boarding in the ED compared with the care received by patients on an inpatient unit. We compared the rate of delays and adverse events at the event level that occur while boarding in the ED vs while on an inpatient unit. METHODS This study was a secondary analysis of data from medical record review and administrative databases at 2 urban academic teaching hospitals from August 1, 2004, through January 31, 2005. We measured delayed repeat cardiac enzymes, delayed partial thromboplastin time level checks, delayed antibiotic administration, delayed administration of home medications, and adverse events. We compared the incidence of events during ED boarding vs while on an inpatient unit. RESULTS Among 1431 patient medical records, we identified 1016 events. Emergency department boarding was associated with an increased risk of home medication delays (risk ratio [RR], 1.54; 95% confidence interval [CI], 1.26-1.88), delayed antibiotic administration (RR, 2.49; 95% CI, 1.72-3.52), and adverse events (RR, 2.36; 95% CI, 1.15-4.72). On the contrary, ED boarding was associated with fewer delays in repeat cardiac enzymes (RR, 0.17; 95% CI, 0.09-0.27) and delayed partial thromboplastin time checks (RR, 0.54; 95% CI, 0.27-0.96). CONCLUSION Compared with inpatient units, ED boarding was associated with more medication-related delays and adverse events but fewer laboratory-related delays. Until we can eliminate ED boarding, it is critical to identify areas for improvement.


Annals of Emergency Medicine | 2017

Revisit, Subsequent Hospitalization, Recurrent Fall, and Death Within 6 Months After a Fall Among Elderly Emergency Department Patients

Jiraporn Sri-on; Gregory Philip Tirrell; Jonathan F. Bean; Lewis A. Lipsitz; Shan W. Liu

Study objective: We seek to describe the risk during 6 months and specific risk factors for recurrent falls, emergency department (ED) revisits, subsequent hospitalizations, and death within 6 months after a fall‐related ED presentation. Methods: This was a secondary analysis of a retrospective cohort of elderly fall patients who presented to the ED from one urban teaching hospital. We included patients aged 65 years and older who had an ED fall visit in 2012. We examined the frequency and risk factors of adverse events (composite of recurrent falls, ED revisits, subsequent hospitalization, and death, selected a priori) at 6 months. Results: Our study included 350 older adults. Adverse events steadily increased, from 7.7% at 7 days, 21.4% at 30 days, and 50.3% at 6 months. Within 6 months, 22.6% of patients had at least one recurrent fall, 42.6% revisited the ED, 31.1% had subsequent hospitalizations, and 2.6% died. In multivariable logistic regression analysis, psychological or sedative drug use predicted recurrent falls, ED revisits, subsequent hospitalizations, and adverse events. Conclusion: More than half of fall patients had an adverse event within 6 months of presenting to the ED after a fall. The risk during 6 months of these adverse events increased with psychological or sedative drug use. Larger future studies should confirm this association and investigate methods to minimize recurrent falls through management of such medications.


Medical Care Research and Review | 2012

A Mixed-Methods Study of the Quality of Care Provided to Patients Boarding in the Emergency Department: Comparing Emergency Department and Inpatient Responsibility Models

Shan W. Liu; Yuchiao Chang; Carlos A. Camargo; Joel S. Weissman; Kathleen Walsh; Jeremiah D. Schuur; Jeffrey Deal; Sara J. Singer

Concern exists regarding care patients receive while boarding (staying in the emergency department [ED] after a decision to admit has been made). This exploratory study compares care for such ED patients under “Inpatient Responsibility” (IPR) and “ED Responsibility” (EDR) models using mixed methods. The authors abstracted quantitative data from 1,431 patient charts for ED patients admitted to two academic hospitals in 2004-2005 and interviewed 10 providers for qualitative data. The authors compared delays using logistic regression and used provider interviews to explore reasons for quantitative findings. EDR patients had more delays to receiving home medications over the first 26 hours of admission but fewer while boarding; EDR patients had fewer delayed cardiac enzymes checks. Interviews revealed that culture, resource prioritization, and systems issues made care for boarded patients challenging. A theoretically better responsibility model may not deliver better care to boarded patients because of cultural, resource prioritization, and systems issues.

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Azita G. Hamedani

University of Wisconsin-Madison

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Joel S. Weissman

Brigham and Women's Hospital

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Peter B. Smulowitz

Beth Israel Deaconess Medical Center

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