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Shapiro DJ, Hall M, Ramgopal S, Alpern ER, Chaudhari PP, Eltorki M, Badaki-Makun O, Bergmann KR, Macy ML, Foster CC, Neuman MI. Acute care utilization for ambulatory care-sensitive conditions among publicly insured children. Acad Emerg Med 2024; 31:346-353. [PMID: 38385565 PMCID: PMC11014776 DOI: 10.1111/acem.14867] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/23/2023] [Revised: 12/01/2023] [Accepted: 12/27/2023] [Indexed: 02/23/2024]
Abstract
BACKGROUND Although characteristics of preventable hospitalizations for ambulatory care-sensitive conditions (ACSCs) have been described, less is known about patterns of emergency and other acute care utilization for ACSCs among children who are not hospitalized. We sought to describe patterns of utilization for ACSCs according to the initial site of care and to determine characteristics associated with seeking initial care in an acute care setting rather than in an office. A better understanding of the sequence of health care utilization for ACSCs may inform efforts to shift care for these common conditions to the medical home. METHODS We performed a retrospective analysis of pediatric encounters for ACSCs between 2017 and 2019 using data from the IBM Watson MarketScan Medicaid database. The database includes insurance claims for Medicaid-insured children in 10 anonymized states. We assessed the initial sites of care for ACSC encounters, which were defined as either acute care settings (emergency or urgent care) or office-based settings. We used generalized estimating equations clustered on patient to identify associations between encounter characteristics and the initial site of care. RESULTS Among 7,128,515 encounters for ACSCs, acute care settings were the initial site of care in 27.9%. Diagnoses with the greatest proportion of episodes presenting to acute care settings were urinary tract infection (52.0% of episodes) and pneumonia (44.6%). Encounters on the weekend (adjusted odds ratio [aOR] 6.30, 95% confidence interval [CI] 6.27-6.34 compared with weekday) and among children with capitated insurance (aOR 1.55, 95% CI 1.54-1.56 compared with fee for service) were associated with increased odds of seeking care first in an acute care setting. CONCLUSIONS Acute care settings are the initial sites of care for more than one in four encounters for ACSCs among publicly insured children. Expanded access to primary care on weekends may shift care for ACSCs to the medical home.
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Affiliation(s)
- Daniel J Shapiro
- Division of Pediatric Emergency Medicine, University of California, San Francisco, San Francisco, California, USA
| | - Matt Hall
- Children's Hospital Association, Lenexa, Kansas, USA
| | - Sriram Ramgopal
- Division of Emergency Medicine, Department of Pediatrics, Ann & Robert H. Lurie Children's Hospital of Chicago, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
| | - Elizabeth R Alpern
- Division of Emergency Medicine, Department of Pediatrics, Ann & Robert H. Lurie Children's Hospital of Chicago, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
| | - Pradip P Chaudhari
- Division of Emergency and Transport Medicine, Children's Hospital Los Angeles, Department of Pediatrics, Keck School of Medicine of the University of Southern California, Los Angeles, California, USA
| | - Mohamed Eltorki
- Division of Pediatric Emergency Medicine, Department of Pediatrics, McMaster Children's Hospital, McMaster University, Hamilton, Ontario, Canada
| | - Oluwakemi Badaki-Makun
- Division of Pediatric Emergency Medicine, Department of Pediatrics, Johns Hopkins University School of Medicine, Center for Data Science in Emergency Medicine, Johns Hopkins University, Baltimore, Maryland, USA
| | - Kelly R Bergmann
- Department of Pediatric Emergency Medicine, Children's Hospital Minnesota, South Minneapolis, Minnesota, USA
| | - Michelle L Macy
- Division of Emergency Medicine, Department of Pediatrics, Ann & Robert H. Lurie Children's Hospital of Chicago, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
| | - Carolyn C Foster
- Division of Advanced Pediatrics and Primary Care, Ann & Robert H. Lurie Children's Hospital of Chicago and Northwestern University, Chicago, Illinois, USA
| | - Mark I Neuman
- Division of Emergency Medicine, Boston Children's Hospital, Boston, Massachusetts, USA
- Department of Pediatrics, Harvard Medical School, Boston, Massachusetts, USA
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Agarwal G, Siriwardena AN, McLeod B, Spaight R, Whitley GA, Ferron R, Pirrie M, Angeles R, Moore H, Gussy M. Development of indicators for avoidable emergency medical service calls by mapping paramedic clinical impression codes to ambulatory care sensitive conditions and mental health conditions in the UK and Canada. BMJ Open 2023; 13:e073520. [PMID: 38086589 PMCID: PMC10729076 DOI: 10.1136/bmjopen-2023-073520] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/29/2023] [Accepted: 11/19/2023] [Indexed: 12/18/2023] Open
Abstract
OBJECTIVE Paramedic assessment data have not been used for research on avoidable calls. Paramedic impression codes are designated by paramedics on responding to a 911/999 medical emergency after an assessment of the presenting condition. Ambulatory care sensitive conditions (ACSCs) are non-acute health conditions not needing hospital admission when properly managed. This study aimed to map the paramedic impression codes to ACSCs and mental health conditions for use in future research on avoidable 911/999 calls. DESIGN Mapping paramedic impression codes to existing definitions of ACSCs and mental health conditions. SETTING East Midlands Region, UK and Southern Ontario, Canada. PARTICIPANTS Expert panel from the UK-Canada Emergency Calls Data analysis and GEospatial mapping (EDGE) Consortium. RESULTS Mapping was iterative first identifying the common ACSCs shared between the two countries then identifying the respective clinical impression codes for each country that mapped to those shared ACSCs as well as to mental health conditions. Experts from the UK-Canada EDGE Consortium contributed to both phases and were able to independently match the codes and then compare results. Clinical impression codes for paramedics in the UK were more extensive than those in Ontario. The mapping revealed some interesting inconsistencies between paramedic impression codes but also demonstrated that it was possible. CONCLUSION This is an important first step in determining the number of ASCSs and mental health conditions that paramedics attend to, and in examining the clinical pathways of these individuals across the health system. This work lays the foundation for international comparative health services research on integrated pathways in primary care and emergency medical services.
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Affiliation(s)
- Gina Agarwal
- Department of Family Medicine, Hamilton, Hamilton, Ontario, Canada
| | | | - Brent McLeod
- Hamilton Paramedic Service, Hamilton, Ontario, Canada
| | | | | | - Richard Ferron
- Niagara Emergency Medical Services, Niagara, Ontario, Canada
| | - Melissa Pirrie
- Department of Family Medicine, McMaster University, Hamilton, Ontario, Canada
| | - Ricardo Angeles
- Department of Family Medicine, McMaster University, Hamilton, Ontario, Canada
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Benning L, Kleinekort J, Röttger MC, Köhne N, Wehrle J, Blum M, Busch HJ, Hans FP. Factors influencing the occurrence of ambulatory care sensitive conditions in the emergency department - a single-center cross-sectional study. Front Med (Lausanne) 2023; 10:1256447. [PMID: 38020113 PMCID: PMC10665907 DOI: 10.3389/fmed.2023.1256447] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2023] [Accepted: 10/16/2023] [Indexed: 12/01/2023] Open
Abstract
Background and importance The differentiation between patients who require urgent care and those who could receive adequate care through ambulatory services remains a challenge in managing patient volumes in emergency departments (ED). Different approaches were pursued to characterize patients that could safely divert to ambulatory care. However, this characterization remains challenging as the urgency upon presentation is assessed based on immediately available characteristics of the patients rather than on subsequent diagnoses. This work employs a core set of Ambulatory Care Sensitive Conditions (core-ACSCs) in an ED to describe conditions that do not require inpatient care if treated adequately in the ambulatory care sector. It subsequently analyzes the corresponding triage levels and admission status to determine whether core-ACSCs relevantly contribute to patient volumes in an ED. Settings and participants Single center cross-sectional analysis of routine data of a tertiary ED in 2019. Outcome measures and analysis The proportion of core-ACSCs among all presentations was assessed. Triage levels were binarily classified as "urgent" and "non-urgent," and the distribution of core-ACSCs in both categories was studied. Additionally, the patients presenting with core-ACSCs requiring inpatient care were assessed based on adjusted residuals and logistic regression. The proportion being discharged home underwent further investigation. Main results This study analyzed 43,382 cases of which 10.79% (n = 4,683) fell under the definition of core-ACSC categories. 65.2% of all core-ACSCs were urgent and received inpatient care in 62.8% of the urgent cases. 34.8% of the core-ACSCs were categorized as non-urgent, 92.4% of wich were discharged home. Age, triage level and sex significantly affected the odds of requiring hospital admission after presenting with core-ACSCs. The two core-ACSCs that mainly contributed to non-urgent cases discharged home after the presentation were "back pain" and "soft tissue disorders." Discussion Core-ACSCs contribute relevantly to overall ED patient volume but cannot be considered the primary drivers of crowding. However, once patients presented to the ED with what was later confirmed as a core-ACSC, they required urgent care in 65.2%. This finding highlights the importance of effective ambulatory care to avoid emergency presentations. Additionally, the core-ACSC categories "back pain" and "soft tissue disorders" were often found to be non-urgent and discharged home. Although further research is required, these core-ACSCs could be considered potentially avoidable ED presentations. Clinical trial registration The study was registered in the German trials register (DRKS-ID: DRKS00029751) on 2022-07-22.
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Affiliation(s)
- Leo Benning
- University Emergency Department, University Medical Center Freiburg, Albert-Ludwigs-University Freiburg, Freiburg, Germany
| | - Jan Kleinekort
- University Emergency Department, University Medical Center Freiburg, Albert-Ludwigs-University Freiburg, Freiburg, Germany
| | - Michael Clemens Röttger
- University Emergency Department, University Medical Center Freiburg, Albert-Ludwigs-University Freiburg, Freiburg, Germany
| | - Nora Köhne
- University Emergency Department, University Medical Center Freiburg, Albert-Ludwigs-University Freiburg, Freiburg, Germany
| | - Julius Wehrle
- Data Integration Center, University Medical Center Freiburg, Albert-Ludwigs-University Freiburg, Freiburg, Germany
| | - Marco Blum
- Data Integration Center, University Medical Center Freiburg, Albert-Ludwigs-University Freiburg, Freiburg, Germany
| | - Hans-Jörg Busch
- University Emergency Department, University Medical Center Freiburg, Albert-Ludwigs-University Freiburg, Freiburg, Germany
| | - Felix Patricius Hans
- University Emergency Department, University Medical Center Freiburg, Albert-Ludwigs-University Freiburg, Freiburg, Germany
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Phungoen P, Cheung LW, Ienghong K, Apiratwarakul K. Characteristics and Outcomes of Patient Transport to the Hospital by Emergency Medical Services (EMS); a Cross-sectional Study. ARCHIVES OF ACADEMIC EMERGENCY MEDICINE 2023; 11:e69. [PMID: 38028936 PMCID: PMC10646954 DOI: 10.22037/aaem.v11i1.2112] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 12/01/2023]
Abstract
Introduction To enhance the efficiency, it is essential to understand the patterns of service users and develop policies that facilitate effective personnel and resource management. This study aimed to compare the characteristic and outcomes of patients who were transferred to emergency department (ED) by emergency medical services (EMS) and patients transported by other means. Methods This retrospective cross-sectional study was conducted at Srinagarind Hospital, Thailand, over a 5-year period from 2017-2021. The baseline characteristics, treatment modalities, and outcomes of patients who were transported to ED using EMS and Non-EMS were gathered and compared using STATA software. Results The study included 15,501 patients with the median age of 51 (interquartile range (IQR): 23-71) years who were referred by EMS over the five-year period (51.72% male). EMS patients had significantly higher median age (51 (23 - 71) vs. 37 (21 - 60); p < 0.001) with male preference (p < 0.001). In the EMS group, the triage level 1 (need for resuscitation) was higher than the non-EMS group (p < 0.001), most of the patients referred following trauma (p < 0.001), and the frequency of cardiac arrest was considerably higher than non-EMS group (2.54% vs 0.05%; p < 0.001). Patients in the EMS group received a higher number of blood tests (p < 0.001), plain radiographic exams (p < 0.001), computerized tomography (CT) scans (p < 0.001), and complex procedures (p < 0.001) than the non-EMS group. The EMS group had a greater number of hospital admissions (p < 0.001) and intensive care unit (ICU) admissions (p < 0.001) compared to the non-EMS group. The EMS group exhibited a significantly higher mortality rate compared to the non-EMS group (p < 0.001). Conclusion The population utilizing EMS services had higher median age, higher frequency of emergency cases and trauma related complaint, higher need for treatment interventions and imaging procedures, higher rate of hospital and ICU admissions, as well as higher rate of mortality compared to the non-EMS group.
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Affiliation(s)
- Pariwat Phungoen
- Department of Emergency Medicine, Faculty of Medicine, Khon Kaen University, Khon Kaen, Thailand
| | - Lap Woon Cheung
- Accident & Emergency Department, Princess Margaret Hospital, Kowloon, Hong Kong
- Emergency Medicine Unit, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Pokfulam, Hong Kong
| | - Kamonwon Ienghong
- Department of Emergency Medicine, Faculty of Medicine, Khon Kaen University, Khon Kaen, Thailand
| | - Korakot Apiratwarakul
- Department of Emergency Medicine, Faculty of Medicine, Khon Kaen University, Khon Kaen, Thailand
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Maynou L, Street A, Burton C, Mason SM, Stone T, Martin G, van Oppen J, Conroy S. Factors associated with longer wait times, admission and reattendances in older patients attending emergency departments: an analysis of linked healthcare data. Emerg Med J 2023; 40:248-256. [PMID: 36650039 PMCID: PMC10086302 DOI: 10.1136/emermed-2022-212303] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/06/2022] [Accepted: 12/12/2022] [Indexed: 01/19/2023]
Abstract
BACKGROUND AND OBJECTIVE Care for older patients in the ED is an increasingly important issue with the ageing society. To better assess the quality of care in this patient group, we assessed predictors for three outcomes related to ED care: being seen and discharged within 4 hours of ED arrival; being admitted from ED to hospital and reattending the ED within 30 days. We also used these outcomes to identify better-performing EDs. METHODS The CUREd Research Database was used for a retrospective observational study of all 1 039 251 attendances by 368 754 patients aged 75+ years in 18 type 1 EDs in the Yorkshire and the Humber region of England between April 2012 and March 2017. We estimated multilevel logit models, accounting for patients' characteristics and contact with emergency services prior to ED arrival, time variables and the ED itself. RESULTS Patients in the oldest category (95+ years vs 75-80 years) were more likely to have a long ED wait (OR=1.13 (95% CI=1.10 to 1.15)), hospital admission (OR=1.26 (95% CI=1.23 to 1.29)) and ED reattendance (OR=1.09 (95% CI=1.06 to 1.12)). Those who had previously attended (3+ vs 0 previous attendances) were more likely to have long wait (OR=1.07 (95% CI=1.06 to 1.08)), hospital admission (OR=1.10 (95% CI=1.09 to 1.12)) and ED attendance (OR=3.13 (95% CI=3.09 to 3.17)). Those who attended out of hours (vs not out of hours) were more likely to have a long ED wait (OR=1.33 (95% CI=1.32 to 1.34)), be admitted to hospital (OR=1.19 (95% CI=1.18 to 1.21)) and have ED reattendance (OR=1.07 (95% CI=1.05 to 1.08)). Those living in less deprived decile (vs most deprived decile) were less likely to have any of these three outcomes: OR=0.93 (95% CI=0.92 to 0.95), 0.92 (95% CI=0.90 to 0.94), 0.86 (95% CI=0.84 to 0.88). These characteristics were not strongly associated with long waits for those who arrived by ambulance. Emergency call handler designation was the strongest predictor of long ED waits and hospital admission: compared with those who did not arrive by ambulance; ORs for these outcomes were 1.18 (95% CI=1.16 to 1.20) and 1.85 (95% CI=1.81 to 1.89) for those designated less urgent; 1.37 (95% CI=1.33 to 1.40) and 2.13 (95% CI=2.07 to 2.18) for urgent attendees; 1.26 (95% CI=1.23 to 1.28) and 2.40 (95% CI=2.36 to 2.45) for emergency attendees; and 1.37 (95% CI=1.28 to 1.45) and 2.42 (95% CI=2.26 to 2.59) for those with life-threatening conditions. We identified two EDs whose patients were less likely to have a long ED, hospital admission or ED reattendance than other EDs in the region. CONCLUSIONS Age, previous attendance and attending out of hours were all associated with an increased likelihood of exceeding 4 hours in the ED, hospital admission and reattendance among patients over 75 years. These differences were less pronounced among those arriving by ambulance. Emergency call handler designation could be used to identify those at the highest risk of long ED waits, hospital admission and ED reattendance.
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Affiliation(s)
- Laia Maynou
- Department of Econometrics, Statistics and Applied Economics, Universitat de Barcelona, Barcelona, Spain
- Department of Health Policy, The London School of Economics and Political Science, London, UK
- Center for Research in Health and Economics (CRES), Universitat Pompeu Fabra, Barcelona, Spain
| | - Andrew Street
- Department of Health Policy, The London School of Economics and Political Science, London, UK
| | - Christopher Burton
- Centre for Urgent and Emergency Care Research, School of Health and Related Research, The University of Sheffield, Sheffield, UK
| | - Suzanne M Mason
- Centre for Urgent and Emergency Care Research, School of Health and Related Research, The University of Sheffield, Sheffield, UK
| | - Tony Stone
- Centre for Urgent and Emergency Care Research, School of Health and Related Research, The University of Sheffield, Sheffield, UK
| | - Graham Martin
- THIS Institute, University of Cambridge, Cambridge, UK
| | - James van Oppen
- Department of Health Sciences, University of Leicester, Leicester, UK
| | - Simon Conroy
- Medical Research Council Unit for Lifelong Health and Ageing, University College London, London, UK
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