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AHRQ Research Studies
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Research Studies is a compilation of published research articles funded by AHRQ or authored by AHRQ researchers.
Results
1 to 25 of 567 Research Studies DisplayedAchola EM, Griffith KN, Wrenn JO
Injuries from legal interventions involving conducted energy devices.
This cross-sectional study evaluated emergency department (ED) visits for physical injuries from use of conducted energy devices (CEDs) such as TASERs by police departments. The authors evaluated sociodemographic and clinical characteristics of patients presenting with law enforcement-related CED injuries. They sampled US ED visits from the Nationwide Emergency Department Sample, which provided a 20% stratified sample of all EDs and weights to allow calculation of national representative estimates for all ED visits. They identified 1276 visits with the ICD-10 Y35.83X codes for CED injuries. Patients included 1186 males and 91 females with a mean age of 32.9 years residing in zip codes below the 50th percentile for median household income (67.5%). Most presented to teaching hospitals (70.8%) in metropolitan areas (86.1%) and were Asian or Pacific Islander (1.4%), Black (35.7%), Hispanic (17.6%), Native American (1.8%), White (39.2%), or other (4.3%) race and ethnicity. Among patients with serious injuries (70.8%), most (61.1%) were minor, 25.4% were moderate, 2.9% were severe, and 1.6% were critical injuries. The most common area of injury was extremities (36.9%), followed by chest (27.4%), head and neck (25.6%), abdomen (24.2%), and face (8.7%). Patients with lower income were more likely to receive serious, severe, or critical injuries, but these differences were not statistically significant.
AHRQ-funded; HS026395.
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Citation: Achola EM, Griffith KN, Wrenn JO .
Injuries from legal interventions involving conducted energy devices.
JAMA Intern Med 2024 Apr; 184(4):440-43. doi: 10.1001/jamainternmed.2023.8012..
Keywords: Healthcare Cost and Utilization Project (HCUP), Injuries and Wounds, Emergency Department
Aghaei P, Bayramzadeh S
Clinicians’ experience with technology within the physical environment of trauma rooms: a focus group study.
This study’s objective was to investigate how trauma team members perceive technological equipment and tools in the trauma room (TR) environment and to identify how the technological equipment could be optimized in relation to the TR’s space. The authors conducted a total of 21 focus group sessions with 69 trauma team members, all of whom worked in Level I TRs from six teaching hospitals in the USA. Findings were analyzed and categorized into three parent themes: imaging equipment, assistive devices, and room features. The results suggest that trauma team members place high importance on the availability and versatility of the technological equipment in the TR environment. CT-scanners were not usually optimized for easy access to the TR. Other suggestions included the implementation of cameras and screens to accommodate situation awareness, and the rapid sharing of data such as imaging results. This study will inform health-care designers with the knowledge they need to make informed decisions when designing TRs. It covers key considerations such as room layout, equipment selection, lighting and controls.
AHRQ-funded; HS027261.
Citation: Aghaei P, Bayramzadeh S .
Clinicians’ experience with technology within the physical environment of trauma rooms: a focus group study.
Facilities 2024 Mar 12. 2024/02/14..
Keywords: Workflow, Teams, Emergency Department, Trauma
Iantorno SE, Scaife JH, Bryce JR
Emergency department utilization for pediatric gastrostomy tubes across the United States.
This study investigated the number and nature of emergency department (ED) visits to community hospitals for pediatric gastrostomy tube complication. The authors used the 2019 Nationwide Emergency Department Sample to perform a retrospective cross-sectional analysis of pediatric patients (<18 y) with a primary diagnosis of gastrostomy tube complication. Their primary outcome was a potentially preventable ED visit, defined as an encounter that did not result in any imaging, procedures, or an inpatient admission. They observed 32,036 ED visits at 535 hospitals and 15,165 (47.3%) were potentially preventable. Median age was 2 years, and 17,707 (55%) were male. Compared to White patients, patients with higher odds of potentially preventable visits were Black and Hispanic. Patients with residential zip codes in the first, second, and third median household income quartiles had higher odds of potentially preventable visits compared to the highest.
AHRQ-funded; HS025776.
Citation: Iantorno SE, Scaife JH, Bryce JR .
Emergency department utilization for pediatric gastrostomy tubes across the United States.
J Surg Res 2024 Mar; 295:820-26. doi: 10.1016/j.jss.2023.11.028.
Keywords: Healthcare Cost and Utilization Project (HCUP), Children/Adolescents, Emergency Department, Healthcare Utilization, Surgery, Adverse Events
Bui LN, Knox M, Miller-Rosales C
Hospital capabilities associated with behavioral health integration within emergency departments.
The objective of this study was to identify hospital capabilities associated with behavioral health processes in emergency departments. Responses to the National Survey of Healthcare Organizations and Systems were linked American Hospital Association Annual Survey data. Most hospitals reported screening for behavioral health conditions and provided direct referrals to community-based clinicians. Approximately half the hospitals used team approaches to behavioral health. Hospitals that reported more barriers to care delivery innovations also reported less screening and usage of a team approach. The authors concluded that research and interventions which focus on removing barriers or adding processes to disseminate best practices offer a path to accelerate behavioral health integration in emergency departments.
AHRQ-funded; HS024075.
Citation: Bui LN, Knox M, Miller-Rosales C .
Hospital capabilities associated with behavioral health integration within emergency departments.
Med Care 2024 Mar; 62(3):170-74. doi: 10.1097/mlr.0000000000001973.
Keywords: Behavioral Health, Emergency Department, Hospitals, Substance Abuse, Teams, Telehealth, Health Information Technology (HIT)
Wust KL, Carayon P, Werner NE
Older adult patients and care partners as knowledge brokers in fragmented health care.
This study explores the knowledge broker roles of older adult patients and their care partners during emergency department (ED) visits. The research concludes that patients and care partners serve as information liaisons between fragmented care systems, providing details on diagnostic testing, medications, health history, and care accommodations. They engage in proactive and reactive knowledge brokering within and across ED work systems, aiding in communication and care coordination to mitigate healthcare fragmentation.
AHRQ-funded; HS026624.
Citation: Wust KL, Carayon P, Werner NE .
Older adult patients and care partners as knowledge brokers in fragmented health care.
Hum Factors 2024 Mar; 66(3):701-13. doi: 10.1177/00187208221092847.
Keywords: Elderly, Emergency Department, Caregiving, Clinician-Patient Communication, Communication
Salwei ME, Hoonakker P, Carayon P
Usability of a human factors-based clinical decision support in the emergency department: lessons learned for design and implementation.
A human-centered design process was followed to assess the usability and adoption of human factors (HF)-based clinical decision support (CDS) in the emergency department (ED). A CDS was developed to aid in pulmonary embolism (PE) diagnosis, showing high usability in testing. However, despite positive perceptions, actual CDS usage remained low due to integration issues with clinician workflow. The findings highlight the need for ongoing refinement of CDS design to align with clinical workflows and enhance usability.
AHRQ-funded; HS026395; HS024558; HS022086. NIH 142099
Citation: Salwei ME, Hoonakker P, Carayon P .
Usability of a human factors-based clinical decision support in the emergency department: lessons learned for design and implementation.
Hum Factors 2024 Mar; 66(3):647-57. doi: 10.1177/00187208221078625.
Keywords: Clinical Decision Support (CDS), Health Information Technology (HIT), Emergency Department, Implementation
Patel MD, Lin P, Cheng Q
Patient sex, racial and ethnic disparities in emergency department triage: a multi-site retrospective study.
The purpose of this multi-site retrospective study was to assess differences in the assignment of Emergency Severity Index (ESI) by patient sex and race/ethnicity, factoring in age, clinical factors, and ED operating conditions. The study assessed differences in the assignment of Emergency Severity Index (ESI) by patient sex and race/ethnicity, accounting for age, clinical factors, and ED operating conditions. For the study outcome, ESI levels were grouped into three categories: 1-2 (highest acuity), 3, and 4-5 (lowest acuity). The researchers analyzed patient-level data from three EDs affiliated with a large Southeastern United States health system. The study found 186,840 eligible ED visits with 56,417 from an academic ED, 69,698 from a metropolitan community ED, and 60,725 from a rural community ED. The majority of patients were assigned ESI 3 in the academic and metropolitan community EDs (61% and 62%, respectively) whereas 47% were assigned ESI 3 in the rural community ED. In adjusted analyses, White females had a lower likelihood of being assigned ESI 1-2 compared to White males although both groups were roughly comparable in the assignment of ESI 4-5. Non-White and Hispanic females were generally least likely to be assigned ESI 1-2 in all EDs. Interactions between ED wait time and race/ethnicity-sex were not statistically significant.
AHRQ-funded; HS029078.
Citation: Patel MD, Lin P, Cheng Q .
Patient sex, racial and ethnic disparities in emergency department triage: a multi-site retrospective study.
Am J Emerg Med 2024 Feb; 76:29-35. doi: 10.1016/j.ajem.2023.11.008..
Keywords: Emergency Department, Disparities, Racial and Ethnic Minorities
Gyftopoulos S, Simon E, Swartz JL
Efficacy and impact of a multimodal intervention on CT pulmonary angiography ordering behavior in the emergency department.
The objective of this study was to evaluate the efficacy of a multimodal intervention to reduce overutilization of computed tomography pulmonary angiography (CTPA) for suspected pulmonary embolism in the emergency department. Results indicated that guideline concordance increased significantly after intervention. The authors concluded that their success in increasing guideline concordance demonstrated the efficacy of a mixed-methods, human-centered approach to behavior change; however, given that neither of the secondary outcomes improved, the results may demonstrate potential limitations to the guidelines directing the ordering of CTPA studies.
AHRQ-funded; HS024376.
Citation: Gyftopoulos S, Simon E, Swartz JL .
Efficacy and impact of a multimodal intervention on CT pulmonary angiography ordering behavior in the emergency department.
J Am Coll Radiol 2024 Feb; 21(2):309-18. doi: 10.1016/j.jacr.2023.02.033.
Keywords: Emergency Department, Respiratory Conditions, Imaging, Diagnostic Safety and Quality, Blood Clots
Khalaf N, Ali B, Liu Y
Emergency presentations predict worse outcomes among patients with pancreatic cancer.
This study evaluated the association between pancreatic emergency presentation (EP) and cancer stage, treatment, and survival. The authors conducted a retrospective cohort study among patients with pancreatic adenocarcinoma diagnosed from 2007 to 2019 at a tertiary-care Veterans Affairs medical center. They used electronic health records to identify EP cases, defined as a new pancreatic cancer diagnosis made within 30 days of an ED visit where cancer was suspected. Of 243 identified pancreatic cancer patients, 66.7% had EPs. Although there was no difference in stage by EP status, patients diagnosed through EPs were 72% less likely to receive cancer treatment compared to non-emergency presenters. Patients with EPs also had a 73% higher mortality risk. This difference in mortality remained statistically significant after adjusting for cancer stage and receipt of cancer treatment.
AHRQ-funded; HS029347; HS028595.
Citation: Khalaf N, Ali B, Liu Y .
Emergency presentations predict worse outcomes among patients with pancreatic cancer.
Dig Dis Sci 2024 Feb; 69(2):603-14. doi: 10.1007/s10620-023-08207-6.
Keywords: Cancer, Emergency Department, Outcomes
Haimovich AD, Shah MN, Southerland LT
Automating risk stratification for geriatric syndromes in the emergency department.
This study discussed using automated risk stratification to implement screening programs for geriatric syndromes in the emergency department (ED). This method would reduce significant workloads at a time of record-breaking ED patient volumes, staff shortages, and hospital boarding crises. The authors defined the concept of automated risk stratification and screening using existing electronic health record (EHR) data. They discussed progress made in three potential use cases in the ED: falls, cognitive impairment, and end-of-life and palliative care; emphasizing the importance of linking automated screening with systems of healthcare delivery. They found that research progress and operational deployment vary by use case, ranging from deployed solutions in falls screening to algorithmic validation in cognitive impairment and end-of-life care, but should still be considered a potential solution.
AHRQ-funded; HS027735.
Citation: Haimovich AD, Shah MN, Southerland LT .
Automating risk stratification for geriatric syndromes in the emergency department.
J Am Geriatr Soc 2024 Jan; 72(1):258-67. doi: 10.1111/jgs.18594..
Keywords: Elderly, Emergency Department, Risk, Health Information Technology (HIT)
Jurlina A, Maul T, Hunsaker P
Changes in bronchiolitis characteristics during the COVID-19 pandemic: a description of pediatric emergency department visits in a community hospital, 2019-2021.
The purpose of this retrospective, cross-sectional study was to describe changes in bronchiolitis characteristics in pediatric emergency department patients in a community hospital during the COVID-19 pandemic. The researchers conducted the study with children with bronchiolitis aged 1 to 24 months during an ED visit between 2019 and 2021. The study found that bronchiolitis cases decreased by 75% from 2019 to 2020 and rose back to prepandemic levels by 2021. Radiographs, steroids, and bronchodilators decreased during the study period. Laboratory studies, viral testing, antibiotic use, and respiratory support were unchanged. The decrease in steroids and bronchodilators was related to a clinical pathway that discouraged their use. Respiratory support remained unchanged.
AHRQ-funded; HS026393.
Citation: Jurlina A, Maul T, Hunsaker P .
Changes in bronchiolitis characteristics during the COVID-19 pandemic: a description of pediatric emergency department visits in a community hospital, 2019-2021.
Clin Pediatr 2024 Jan; 63(1):73-79. doi: 10.1177/00099228231208941..
Keywords: COVID-19, Respiratory Conditions, Children/Adolescents, Emergency Department
Scaife JH, Bryce JR, Iantorno SE
Secondary undertriage of pediatric trauma patients across the United States emergency departments.
The term “Undertriage” refers to the treatment of patients at facilities lacking in the equipment needed to treat the patient's injuries appropriately. The purpose of this retrospective cohort study was to assess the relationship between patient and hospital characteristics and secondary undertriage in children after major trauma. The researchers utilized the 2019 Nationwide Emergency Department Sample and included patients aged less than 18 years of age if they presented to a Level 3 or non-trauma center (NTC) and were diagnosed with a traumatic injury with an injury severity score of greater than 15 based on International Classification of Diseases 10 codes. The study found that of 6,572 weighted patients, 15% were undertriaged. Undertriage was significantly associated with older age, metropolitan location, and major abdominal injuries. After multivariable adjustment, secondary undertriage was significantly associated with patients aged 6-10 years of age compared to patients aged 15-17 years, penetrating injury, major chest injury, and presentation at a teaching hospital.
AHRQ-funded; HS025776.
Citation: Scaife JH, Bryce JR, Iantorno SE .
Secondary undertriage of pediatric trauma patients across the United States emergency departments.
J Surg Res 2024 Jan; 293:37-45. doi: 10.1016/j.jss.2023.07.054..
Keywords: Healthcare Cost and Utilization Project (HCUP), Children/Adolescents, Emergency Department, Trauma, Injuries and Wounds
Huff NR, Liu G, Chimowitz H
COVID-19 related negative emotions and emotional suppression are associated with greater risk perceptions among emergency nurses: a cross-sectional study.
The objectives of this study were to investigate the relationship between emergency nurses' emotional experiences in response to the COVID-19 pandemic and their perceptions of risk to both patients and themselves, and also to investigate the extent to which the use of suppression and reappraisal processes for emotion management were associated with these perceptions. Nurses' negative emotions in response to the pandemic were associated with greater perceptions of both personal and patient safety risks. Chronic tendencies to suppress emotions uniquely predicted higher perceptions of risk. The authors concluded that understanding the factors that influence perceptions of risk are important, since these perceptions can motivate behaviors that may impact patient safety adversely.
AHRQ-funded; HS025752.
Citation: Huff NR, Liu G, Chimowitz H .
COVID-19 related negative emotions and emotional suppression are associated with greater risk perceptions among emergency nurses: a cross-sectional study.
Int J Nurs Stud Adv 2023 Dec; 5:100111. doi: 10.1016/j.ijnsa.2022.100111.
Keywords: COVID-19, Emergency Department, Provider: Nurse
James TG, Sullivan MK, McKee MM
Emergency department patient-centred care perspectives from deaf and hard-of-hearing patients.
The objectives of this qualitative study were to describe emergency department (ED) care-seeking and patient-centered care perspectives among deaf and hard-of-hearing (DHH) patients and to explain quantitative findings related to ED outcomes among DHH and non-DHH patients. Researchers conducted semi-structured interviews with four DHH American Sign Language (ASL)-users and six DHH English speakers from north central Florida. Two themes emerged: DHH patients engage in complex decisionmaking processes to determine ED utilization and patient-centered ED care differs between DHH ASL-users and English speakers. The researchers concluded that their study underscores the importance of better understanding and intervention in DHH patient ED care seeking and delivery to improve patient outcomes.
AHRQ-funded; HS027537.
Citation: James TG, Sullivan MK, McKee MM .
Emergency department patient-centred care perspectives from deaf and hard-of-hearing patients.
Health Expect 2023 Dec; 26(6):2374-86. doi: 10.1111/hex.13842..
Keywords: Emergency Department, Patient-Centered Healthcare, Disabilities, Vulnerable Populations
Michelson KA, Bachur RG, Rangel SJ
Emergency department volume and delayed diagnosis of pediatric appendicitis: a retrospective cohort study.
The objective of this study was to assess the association of emergency department (ED) volume of children and delayed appendicitis diagnoses and to compare complication rates by delayed diagnosis occurrence. HCUP data from eight states were studied on children under the age of 18 with appendicitis in all EDs. The results indicated that higher ED volumes were associated with lower risk of delayed diagnosis of pediatric appendicitis; delay was associated with complications.
AHRQ-funded; HS026503.
Citation: Michelson KA, Bachur RG, Rangel SJ .
Emergency department volume and delayed diagnosis of pediatric appendicitis: a retrospective cohort study.
Ann Surg 2023 Dec 1; 278(6):833-38. doi: 10.1097/sla.0000000000005972..
Keywords: Children/Adolescents, Emergency Department, Diagnostic Safety and Quality
Hoffmann JA, Carter CP, Olsen CS
Pediatric firearm injury emergency department visits from 2017 to 2022: a multicenter study.
This retrospective study aimed to assess how pediatric firearm injury emergency department (ED) visits during the pandemic differed from expected prepandemic trends. The authors looked at firearm injury ED visits by children <18 years old at 9 US hospitals participating in the Pediatric Emergency Care Applied Research Network Registry before (January 2017 to February 2020) and during (March 2020 to November 2022) the pandemic. They calculated rate ratios (RRs) of observed to expected visits per 30 days, overall, and by sociodemographic characteristics. They identified 1904 firearm injury ED visits (52.3% 15-17 years old, 80.0% male, 63.5% non-Hispanic Black), with 694 prepandemic visits and 1210 visits during the pandemic. Death in the ED/hospital increased from 3.1% prepandemic to 6.1% during the pandemic. Firearm injury visits per 30 days increased from 18.0 prepandemic to 36.1 during the pandemic (RR 2.09). Increases beyond expected rates were seen for 10- to 14-year-olds (RR 2.61), females (RR 2.46), males (RR 2.00), Hispanic children (RR 2.30), and Black non-Hispanic children (RR 1.88).
AHRQ-funded; R01HS020270.
Citation: Hoffmann JA, Carter CP, Olsen CS .
Pediatric firearm injury emergency department visits from 2017 to 2022: a multicenter study.
Pediatrics 2023 Dec; 152(6). doi: 10.1542/peds.2023-063129..
Keywords: Children/Adolescents, Emergency Department, Healthcare Utilization, Injuries and Wounds
Cavallaro SC, Michelson KA, D'Ambrosi G
Critical revisits among children after emergency department discharge.
This retrospective study’s objectives were to determine the rate of critical emergency department (ED) revisits among children discharged from the ED and to identify factors associated with critical revisits. Using the HCUP State ED Databases (SEDD) and State Inpatient Databases (SID), researchers examined data from six states, including patients under 21 years old. The findings indicated that critical ED revisits after discharge were uncommon and patient death within three days of ED discharge were rare; patients with complex chronic conditions were more likely to have a critical ED revisit. The researchers concluded that future research should focus on understanding higher risk among patients with asthma or a history of complex chronic conditions.
AHRQ-funded; HS026503.
Citation: Cavallaro SC, Michelson KA, D'Ambrosi G .
Critical revisits among children after emergency department discharge.
Ann Emerg Med 2023 Nov; 82(5):575-82. doi: 10.1016/j.annemergmed.2023.06.006..
Keywords: Healthcare Cost and Utilization Project (HCUP), Children/Adolescents, Emergency Department, Hospital Discharge
Song J, Min SH, Chae S
Uncovering hidden trends: identifying time trajectories in risk factors documented in clinical notes and predicting hospitalizations and emergency department visits during home health care.
The purpose of this study was to characterize risk factor patterns documented in home health care (HHC) clinical notes and explore their relationships with hospitalizations or emergency department (ED) visits. The researchers analyzed data for 73,350 episodes of care from one large HHC organization utilizing dynamic time warping and hierarchical clustering analysis to characterize the patterns of risk factors over time documented in clinical notes. The study found that six temporal clusters emerged, reflecting varying patterns in how risk factors were documented. Patients with a sharp increase in documented risk factors over time had a 3 times greater probability of hospitalization or ED visit than patients with no documented risk factors. The majority of risk factors were found in the physiological domain, and a minority were found in the environmental domain.
AHRQ-funded; HS027742.
Citation: Song J, Min SH, Chae S .
Uncovering hidden trends: identifying time trajectories in risk factors documented in clinical notes and predicting hospitalizations and emergency department visits during home health care.
J Am Med Inform Assoc 2023 Oct 19; 30(11):1801-10. doi: 10.1093/jamia/ocad101..
Keywords: Emergency Department, Hospitalization, Home Healthcare, Risk
Georgette N, Michelson K, Monuteaux M
A temperature- and age-adjusted shock index for emergency department identification of pediatric sepsis.
The objective of this retrospective cohort study was to derive a temperature- and age-adjusted mean shock index (TAMSI) for early identification of sepsis and septic shock in children with suspected infection. Researchers analyzed data on children who presented with suspected infection to a single emergency department over a 10-year period. Test characteristics for the TAMSI cutoffs were compared with those for the Pediatric Advanced Life Support (PALS) tachycardia or systolic hypotension cutoffs. The results showed that TAMSI achieved a similar negative likelihood ratio and improved positive likelihood ratio compared with PALS vital sign cutoffs for the prediction of septic shock, but did not improve on PALS for sepsis prediction among children with suspected infection.
AHRQ-funded; HS026503.
Citation: Georgette N, Michelson K, Monuteaux M .
A temperature- and age-adjusted shock index for emergency department identification of pediatric sepsis.
Ann Emerg Med 2023 Oct; 82(4):494-502. doi: 10.1016/j.annemergmed.2023.03.026..
Keywords: Children/Adolescents, Emergency Department, Sepsis, Diagnostic Safety and Quality
Chae S, Davoudi A, Song J
Predicting emergency department visits and hospitalizations for patients with heart failure in home healthcare using a time series risk model.
This study’s objective was to develop a time series risk model for predicting emergency department (ED) visits and hospitalizations in patients with heart failure (HF) using longitudinal electronic health record data. The authors explored which data sources yield the best-performing models over various time windows. They used data collected from 9362 patients from a large home healthcare (HHC) agency and iteratively developed risk models using both structured and unstructured data. They developed seven specific sets of variables including: (1) the Outcome and Assessment Information Set, (2) vital signs, (3) visit characteristics, (4) rule-based natural language processing-derived variables, (5) term frequency-inverse document frequency variables, (6) Bio-Clinical Bidirectional Encoder Representations from Transformers variables, and (7) topic modeling. Risk models for 18 time windows (1-15, 45, and 60 days) before an ED visit or hospitalization were developed. They compared risk prediction performances using recall, precision, accuracy, F1, and area under the receiver operating curve (AUC). The best-performing model was built using a combination of all 7 sets of variables and the time window of 4 days before an ED visit or hospitalization.
AHRQ-funded; HS027742.
Citation: Chae S, Davoudi A, Song J .
Predicting emergency department visits and hospitalizations for patients with heart failure in home healthcare using a time series risk model.
J Am Med Inform Assoc 2023 Sep 25; 30(10):1622-33. doi: 10.1093/jamia/ocad129..
Keywords: Hospitalization, Emergency Department, Risk
Kilaru AS, Scheulen JJ, Harbertson CA
Boarding in US academic emergency departments during the COVID-19 pandemic.
The purpose of this retrospective study was to characterize changes in emergency department (ED) boarding among U.S. academic EDs across the duration of the COVID-19 pandemic. From January 2019 to December 2021 the researchers utilized a convenience sample of academic departments of emergency medicine to conduct an analysis of monthly data. The primary outcome was total boarding hours, and secondary outcomes included patient volume stratified by ED disposition. Of the 73 academic departments of emergency medicine contacted, 46.6% participated, a total of 43 individual EDs in 25 states. The study found that the adjusted mean total boarding hours per month were significantly lower during the second quarter of 2020 compared to the first quarter of 2019. Beginning in the second quarter of 2021, total boarding hours were significantly higher than pre-pandemic levels, peaking during the fourth quarter of 2021.
AHRQ-funded; HS026372.
Citation: Kilaru AS, Scheulen JJ, Harbertson CA .
Boarding in US academic emergency departments during the COVID-19 pandemic.
Ann Emerg Med 2023 Sep; 82(3):247-54. doi: 10.1016/j.annemergmed.2022.12.004..
Keywords: COVID-19, Emergency Department, Public Health
Min SH, Song J, Evans L
Home healthcare patients with distinct psychological, cognitive, and behavioral symptom profiles and at-risk subgroup for hospitalization and emergency department visits using latent class analysis.
The purpose of this study was to explore subgroups of older adults receiving home healthcare services with similar psychological, cognitive, and behavioral symptom profiles and an at-risk subgroup for future hospitalization and emergency department visits as an indicator of underdiagnosis or undertreatment. The three-class model applied in the study consisted of Class 1: "Moderate psychological symptoms without behavioral issues," Class 2: "Severe psychological symptoms with behavioral issues," and Class 3: "Mild psychological symptoms without behavioral issues." The study found that Class 1 patients had 1.14 higher odds and Class 2 patients had 1.26 higher odds of being hospitalized or visiting emergency departments compared to Class 3. The researchers discovered significant differences in individual characteristics such as age, gender, race/ethnicity, and insurance.
AHRQ-funded; HS027742.
Citation: Min SH, Song J, Evans L .
Home healthcare patients with distinct psychological, cognitive, and behavioral symptom profiles and at-risk subgroup for hospitalization and emergency department visits using latent class analysis.
Clin Nurs Res 2023 Sep; 32(7):1021-30. doi: 10.1177/10547738231183026..
Keywords: Home Healthcare, Emergency Department, Hospitalization, Elderly
McGarry BE, Mao Y, Nelson D
Hospital proximity and emergency department use among assisted living residents.
The purpose of this retrospective cohort study was to explore the association between the distance of assisted living (AL) communities to the nearest hospital and AL residents' rates of emergency department (ED) utilization. The researchers hypothesized that when access to an ED is a shorter distance, AL-to-ED transfers are more common, especially for non-emergency conditions. The study found that among 540,944 resident-years from 16,514 AL communities, the median distance to the closest hospital was 2.5 miles. After statistical adjustment, a doubling of distance to the closest hospital was related with 43.5 fewer ED treat-and-release visits per 1000 resident years and no significant difference in the rate of ED visits resulting in an inpatient admission. Among ED treat-and-release visits, a doubling of distance was related with a 3.0% decrease in visits classified as nonemergent, and a 1.6% decrease in visits classified as emergent, not primary care treatable.
AHRQ-funded; HS026893.
Citation: McGarry BE, Mao Y, Nelson D .
Hospital proximity and emergency department use among assisted living residents.
J Am Med Dir Assoc 2023 Sep; 24(9):1349-55.e.5. doi: 10.1016/j.jamda.2023.05.002..
Keywords: Emergency Department, Elderly, Long-Term Care, Medicare, Hospitals
Hekman DJ, Cochran AL, Maru AP
Effectiveness of an emergency department-based machine learning clinical decision support tool to prevent outpatient falls among older adults: protocol for a quasi-experimental study.
This article described a research protocol for evaluating the effectiveness of an automated screening and referral intervention tool for patients receiving falls risk intervention. The study will attempt to quantify the impact of a machine learning (ML) clinical decision support intervention on patient behavior and outcomes. The primary analysis will obtain referral completion rates from different emergency departments. The findings will inform ongoing discussion on the use of ML and artificial intelligence to augment medical decision-making.
AHRQ-funded; HS027735.
Citation: Hekman DJ, Cochran AL, Maru AP .
Effectiveness of an emergency department-based machine learning clinical decision support tool to prevent outpatient falls among older adults: protocol for a quasi-experimental study.
JMIR Res Protoc 2023 Aug 3; 12:e48128. doi: 10.2196/48128..
Keywords: Clinical Decision Support (CDS), Emergency Department, Health Information Technology (HIT), Elderly, Falls
Smulowitz PB, Weinreb G, McWilliams JM
Association of functional status, cognition, social support, and geriatric syndrome with admission from the emergency department.
The objective of this cohort study was to determine the extent to which patient-level factors such as such as functional status, cognitive status, social supports, and geriatric syndromes are associated with rates of hospital admission following an emergency department (ED) visit. Survey data collected from participants or their proxies enrolled in the Health and Retirement Study were linked to Medicare fee-for-service claims data. The results suggested that key patient-level characteristics were associated with the decision to admit older patients to the hospital from the ED. The authors concluded that these factors will be critical to consider when devising strategies to reduce low-value admissions from the ED among older adult patients.
AHRQ-funded; HS025408.
Citation: Smulowitz PB, Weinreb G, McWilliams JM .
Association of functional status, cognition, social support, and geriatric syndrome with admission from the emergency department.
JAMA Intern Med 2023 Aug; 183(8):784-92. doi: 10.1001/jamainternmed.2023.2149..
Keywords: Elderly, Emergency Department