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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 5 of 5 Research Studies DisplayedMoy AJ, Cato KD, Withall J
Using time series clustering to segment and infer emergency department nursing shifts from electronic health record log files.
Clinical shifts are an essential unit of work recognized in clinical settings and may function as a primary unit of analysis in the study of documentation burden. The purpose of this proof- of-concept study was to investigate the feasibility of a new approach utilizing time series clustering to segment and infer clinician shifts from electronic health record (HER) log files. The researchers recorded 33,535,585 events between April-June 2021 and computationally identified 43,911 potential shifts among 2,285 emergency department nurses. On average, shifts were 10.6±3.1 hours in duration. Researchers classified the shifts based on type: day, evening, night; and length: 12-hour, 8-hour, other. The preliminary results of the study found that unsupervised clustering methods may be a feasible approach for quickly identifying clinician shifts.
AHRQ-funded; HS028454.
Citation: Moy AJ, Cato KD, Withall J .
Using time series clustering to segment and infer emergency department nursing shifts from electronic health record log files.
AMIA Annu Symp Proc 2023 Apr 29; 2022:805-14..
Keywords: Electronic Health Records (EHRs), Health Information Technology (HIT), Emergency Department, Workforce
Michelson KA, Cushing AM, Bucholz EM
Association of county-level availability of pediatricians with emergency department visits.
This study examined whether children in counties with more pediatricians had fewer emergency department (ED) visits. The authors conducted a cross-sectional study of all ED visits among children younger than 18 years from 6 states. Each additional pediatrician per 1000 children was associated with a 13.7% decrease in ED visits in the state-adjusted model. In the full model however, there was no association. Other factors such as presence of an urgent care facility, high socioeconomic status, urban status and higher proportions of White race and nonpublic insurance were also associated with decreased ED visit rates.
AHRQ-funded; HS026503.
Citation: Michelson KA, Cushing AM, Bucholz EM .
Association of county-level availability of pediatricians with emergency department visits.
Pediatr Emerg Care 2022 Feb;38(2):e953-e57. doi: 10.1097/pec.0000000000002502..
Keywords: Healthcare Cost and Utilization Project (HCUP), Emergency Department, Healthcare Utilization, Workforce, Provider: Physician, Rural Health
Gettel CJ, Canavan ME, D'Onofrio G
Who provides what care? An analysis of clinical focus among the national emergency care workforce.
This study looked at the clinical focus of emergency department (ED) workers using the 2017 Medicare Public Use Files for clinicians receiving reimbursement for emergency care Evaluation & Management (E/M) services for Medicare fee-for-service Part B. Clinicians were categorized as EM physicians, non-EM physicians, and advanced practice providers (APPs). Of the 65,710 unique clinicians providing care, 59.4% were classified as EM physicians, 12.4% as non-EM physicians, and 28.5% as APPs. EM physicians have twice as much clinician median focus in comparison to EM physicians providing emergency care (92.8% vs 45.2) and APPs are focused 100%.
AHRQ-funded; HS023614.
Citation: Gettel CJ, Canavan ME, D'Onofrio G .
Who provides what care? An analysis of clinical focus among the national emergency care workforce.
Am J Emerg Med 2021 Apr;42:228-32. doi: 10.1016/j.ajem.2020.11.069..
Keywords: Emergency Department, Workforce, Provider: Physician, Provider: Clinician, Provider, Medicare
Ingraham AM, Chaffee SM, Ayturk MD
Gaps in emergency general surgery coverage in the United States.
Researchers sought to measure gaps in round-the-clock emergency general surgery (EGS) care via a survey of all US adult acute care general hospitals with an emergency room, at least 1 operating room. They found that 17.1% of hospitals responding were unable to always provide round-the-clock EGS care. Rural location, smaller bed size, and non-teaching status were associated with lack of round-the-clock care. Inconsistent surgeon coverage was the primary reason for this lack. However, lack of a tiered system for booking emergency cases, no anesthesia availability overnight, and no stipend for EGS call were also associated with the inability to provide round-the-clock EGS care.
AHRQ-funded; HS025224; HS022694.
Citation: Ingraham AM, Chaffee SM, Ayturk MD .
Gaps in emergency general surgery coverage in the United States.
Ann Surg Open 2021 Mar;2(1). doi: 10.1097/as9.0000000000000043..
Keywords: Surgery, Emergency Department, Hospitals, Access to Care, Workforce
Daniel VT, Ayturk D, Kiefe CI
The current State of the acute care surgery workforce: a boots on the ground perspective.
Acute care surgery (ACS) was proposed to address a general surgery workforce crisis; however, the ACS workforce composition is unknown. A national survey was conducted to determine the differences in the emergency general surgery (EGS) workforce between ACS and non-ACS hospitals. The investigators concluded that ACS and non-ACS hospitals differ in their surgical workforce. It is clear that ACS hospitals have more human capital, which suggests that ACS hospitals may require more dedicated resources compared to non-ACS hospitals.
AHRQ-funded; HS022694.
Citation: Daniel VT, Ayturk D, Kiefe CI .
The current State of the acute care surgery workforce: a boots on the ground perspective.
Am J Surg 2018 Dec;216(6):1076-81. doi: 10.1016/j.amjsurg.2018.08.023..
Keywords: Critical Care, Emergency Department, Hospitals, Workforce