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Amjad S, Tromburg C, Adesunkanmi M, Mawa J, Mahbub N, Campbell S, Chari R, Rowe BH, Ospina MB. Social Determinants of Health and Pediatric Emergency Department Outcomes: A Systematic Review and Meta-Analysis of Observational Studies. Ann Emerg Med 2024; 83:291-313. [PMID: 38069966 DOI: 10.1016/j.annemergmed.2023.10.010] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2023] [Revised: 10/03/2023] [Accepted: 10/20/2023] [Indexed: 03/24/2024]
Abstract
STUDY OBJECTIVE Social determinants of health contribute to disparities in pediatric health and health care. Our objective was to synthesize and evaluate the evidence on the association between social determinants of health and emergency department (ED) outcomes in pediatric populations. METHODS This review was conducted in accordance with Preferred Reporting Items for Systematic Reviews and Meta-Analyses-Equity Extension guidelines. Observational epidemiological studies were included if they examined at least 1 social determinant of health from the PROGRESS-Plus framework in relation to ED outcomes among children <18 years old. Effect direction plots were used for narrative results and pooled odds ratios (pOR) with 95% confidence intervals (CI) for meta-analyses. RESULTS Fifty-eight studies were included, involving 17,275,090 children and 103,296,839 ED visits. Race/ethnicity and socioeconomic status were the most reported social determinants of health (71% each). Black children had 3 times the odds of utilizing the ED (pOR 3.16, 95% CI 2.46 to 4.08), whereas visits by Indigenous children increased the odds of departure prior to completion of care (pOR 1.58, 95% CI 1.39 to 1.80) compared to White children. Public insurance, low income, neighborhood deprivation, and proximity to an ED were also predictors of ED utilization. Children whose caregivers had a preferred language other than English had longer length of stay and increased hospital admission. CONCLUSION Social determinants of health, particularly race, socioeconomic deprivation, proximity to an ED, and language, play important roles in ED care-seeking patterns of children and families. Increased utilization of ED services by children from racial minority and lower socioeconomic status groups may reflect barriers to health insurance and access to health care, including primary and subspecialty care, and/or poorer overall health, necessitating ED care. An intersectional approach is needed to better understand the trajectories of disparities in pediatric ED outcomes and to develop, implement, and evaluate future policies.
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Affiliation(s)
- Sana Amjad
- Department of Obstetrics & Gynecology, University of Alberta, Edmonton, Alberta, Canada
| | - Courtney Tromburg
- Department of Obstetrics & Gynecology, University of Alberta, Edmonton, Alberta, Canada
| | - Maryam Adesunkanmi
- Department of Obstetrics & Gynecology, University of Alberta, Edmonton, Alberta, Canada
| | - Jannatul Mawa
- School of Public Health, University of Alberta, Edmonton, Alberta, Canada
| | - Nazif Mahbub
- School of Public Health, University of Alberta, Edmonton, Alberta, Canada
| | - Sandra Campbell
- John W. Scott Health Sciences Library, University of Alberta, Edmonton, Alberta, Canada
| | - Radha Chari
- Department of Obstetrics & Gynecology, University of Alberta, Edmonton, Alberta, Canada
| | - Brian H Rowe
- School of Public Health, University of Alberta, Edmonton, Alberta, Canada; Department of Emergency Medicine, University of Alberta, Edmonton, Alberta, Canada
| | - Maria B Ospina
- Department of Obstetrics & Gynecology, University of Alberta, Edmonton, Alberta, Canada; Department of Public Health Sciences, Queen's University; Kingston, Ontario, Canada.
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AlSaeed H, Sucha E, Bhatt M, Mitsakakis N, Bresee N, Bechard M. Rates of pediatric emergency department visits vary according to neighborhood marginalization in Ottawa, Canada. CAN J EMERG MED 2024; 26:119-127. [PMID: 38117415 DOI: 10.1007/s43678-023-00625-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2023] [Accepted: 11/13/2023] [Indexed: 12/21/2023]
Abstract
OBJECTIVES To determine the association between neighborhood marginalization and rates of pediatric ED visits in Ottawa, Ontario. Secondary objectives investigated if the association between neighborhood marginalization and rates varied by year, acuity, and distance to hospital. METHODS We calculated rates of pediatric ED visits per 1000 person-years for census dissemination areas within 100 km of the Children's Hospital of Eastern Ontario for patients < 18 years old from January 2018 through December 2020. The 2016 Ontario Marginalization Index categorized neighborhoods along quintiles of residential instability, material deprivation, ethnic concentration, and dependency. Generalized mixed-effects models determined the incidence rate ratios of pediatric ED visits for each quintile of marginalization; multivariate models were used to control for year of presentation and distance to hospital. Analysis was repeated for low versus high acuity ED visits. RESULTS There were 154,146 ED visits from patients in 2055 census dissemination areas within 100 km of CHEO from 2018 to 2020. After controlling for year and distance from hospital in multivariate analyses, there were higher rates of pediatric ED visits for dissemination areas with high residential instability, high material deprivation, and low ethnic concentration. These findings did not change according to visit acuity. CONCLUSIONS Neighborhood residential instability and material deprivation should be considered when locating alternatives to emergency care.
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Affiliation(s)
- Habeeb AlSaeed
- Children's Hospital of Eastern Ontario (CHEO), Ottawa, ON, Canada
- University of Ottawa, Ottawa, ON, Canada
| | - Ewa Sucha
- Children's Hospital of Eastern Ontario (CHEO) Research Institute, Ottawa, ON, Canada
| | - Maala Bhatt
- Children's Hospital of Eastern Ontario (CHEO), Ottawa, ON, Canada
- University of Ottawa, Ottawa, ON, Canada
| | - Nicholas Mitsakakis
- Children's Hospital of Eastern Ontario (CHEO) Research Institute, Ottawa, ON, Canada
| | - Natalie Bresee
- Children's Hospital of Eastern Ontario (CHEO), Ottawa, ON, Canada
- University of Ottawa, Ottawa, ON, Canada
| | - Melanie Bechard
- Children's Hospital of Eastern Ontario (CHEO), Ottawa, ON, Canada.
- University of Ottawa, Ottawa, ON, Canada.
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Hall JE, Pham PK, Liberman DB. Describing the Patient Population of a Pediatric Emergency Department Based on Visit Frequency. Pediatr Emerg Care 2022; 38:e1620-e1625. [PMID: 36173434 DOI: 10.1097/pec.0000000000002615] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
OBJECTIVE A small number of children in the United States use a disproportionate share of emergency healthcare services. Our study objective was to examine characteristics associated with frequent pediatric emergency department (PED) utilization. METHODS A retrospective cohort-sequential study of patients seen in the PED of an urban children's hospital was conducted. Patients were categorized into 2 groups: infrequent users (<4 visits during index year 2017) and frequent users (≥4 visits in 2017). Frequent PED users were further divided into persistent frequent (≥4 visits in the year before and after 2017) and incidental frequent (≥4 visits in 2017). Patient- and visit-level characteristics were analyzed for associations with PED utilization. RESULTS In 2017, there were 82,361 visits by 56,767 patients to our PED. Frequent users comprised 4% of the total patient volume but accounted for 13% of visits. Compared with infrequent users, frequent users were younger, more likely publicly insured, and English speaking. Frequent user visits were more likely to occur outside clinic hours, be triaged as emergent, and involve subspecialists. Compared with visits by incidental frequent users, visits by persistent frequent users were more likely to be emergent or urgent, and involve subspecialists, diagnostic imaging, laboratory testing, and medication administration. CONCLUSIONS Although the percentage of frequent users to a PED in 2017 was low, they made up a disproportionate share of total visits. Differences between persistent and incidental frequent PED users suggest that these subgroups may benefit from tailored interventions to reduce frequent PED utilization.
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Gonçalves S, von Hafe F, Martins F, Menino C, Guimarães MJ, Mesquita A, Sampaio S, Londral AR. Case management intervention of high users of the emergency department of a Portuguese hospital: a before-after design analysis. BMC Emerg Med 2022; 22:159. [PMID: 36100864 PMCID: PMC9470068 DOI: 10.1186/s12873-022-00716-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2021] [Accepted: 09/06/2022] [Indexed: 11/24/2022] Open
Abstract
Background Emergency department (ED) High users (HU), defined as having more than ten visits to the ED per year, are a small group of patients that use a significant proportion of ED resources. The High Users Resolution Group (GRHU) identifies and provides care to HU to improve their health conditions and reduce the frequency of ED visits by delivering patient-centered case management integrated care. The main objective of this study was to measure the impact of the GRHU intervention in reducing ED visits, outpatient appointments, and hospitalizations. As secondary objectives, we aimed to compare the GRHU intervention costs against its potential savings or additional costs. Finally, we intend to study the impact of this intervention across different groups of patients. Methods We studied the changes triggered by the GRHU program in a retrospective, non-controlled before-after analysis of patients’ hospital utilization data on 6 and 12-month windows from the first appointment. Results A total of 238 ED HU were intervened. A sample of 152 and 88 patients was analyzed during the 6 and 12-month window, respectively. On the 12-month window, GRHU intervention was associated with a statistically significant reduction of 51% in ED visits and hospitalizations and a non-statistically significant increase in the total number of outpatient appointments. Overall costs were reduced by 43.56%. We estimated the intervention costs to be €79,935.34. The net cost saving was €104,305.25. The program’s Return on Investment (ROI) was estimated to be €2.3. Conclusion Patient-centered case management for ED HU seems to effectively reduce ED visits and hospitalizations, leading to better use of resources. Supplementary Information The online version contains supplementary material available at 10.1186/s12873-022-00716-3.
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Wilk P, Maltby A, Lau T, Gunz AC, Osornio-Vargas A, Yamamoto SS, Ali S, Lavigne É. Geographic inequalities in paediatric emergency department visits in Ontario and Alberta: a multilevel analysis of 2.5 million visits. BMC Pediatr 2022; 22:432. [PMID: 35858855 PMCID: PMC9297543 DOI: 10.1186/s12887-022-03485-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/23/2022] [Accepted: 07/08/2022] [Indexed: 11/29/2022] Open
Abstract
Background Research on intra- and inter-regional variations in emergency department (ED) visits among children can provide a better understanding of the patterns of ED utilization and further insight into how contextual features of the urban environment may be associated with these health events. Our objectives were to assess intra-urban and inter-urban variation in paediatric emergency department (PED) visits in census metropolitan areas (CMAs) in Ontario and Alberta, Canada and explore if contextual factors related to material and social deprivation, proximity to healthcare facilities, and supply of family physicians explain this variation. Methods A retrospective, population-based analysis of data on PED visits recorded between April 1, 2015 and March 31, 2017 was conducted. Random intercept multilevel regression models were constructed to quantify the intra- (between forward sortation areas [FSAs]) and inter- (between CMAs) variations in the rates of PED visits. Results In total, 2,537,442 PED visits were included in the study. The overall crude FSA-level rate of PED visits was 415.4 per 1,000 children population. Across CMAs, the crude rate of PED visits was highest in Thunder Bay, Ontario (771.6) and lowest in Windsor, Ontario (237.2). There was evidence of substantial intra- and inter-urban variation in the rates of PED visits. More socially deprived FSAs, FSAs with decreased proximity to healthcare facilities, and CMAs with a higher rate of family physicians per 1,000 children population had higher rates of PED visits. Conclusions The variation in rates of PED visits across CMAs and FSAs cannot be fully accounted for by age and sex distributions, material and social deprivation, proximity to healthcare facilities, or supply of family physicians. There is a need to explore additional contextual factors to better understand why some metropolitan areas have higher rates of PED visits.
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Affiliation(s)
- Piotr Wilk
- Department of Epidemiology and Biostatistics, Western University, London, ON, Canada. .,Department of Paediatrics, Western University, London, ON, Canada. .,Child Health Research Institute, London, ON, Canada. .,Lawson Health Research Institute, London, ON, Canada. .,Department of Epidemiology and Biostatistics, Schulich School of Medicine and Dentistry, Western University, 3rd Floor, Western Centre for Public Health and Family Medicine, 1465 Richmond St, ON, N6G 2M1, London, Canada.
| | - Alana Maltby
- Department of Epidemiology and Biostatistics, Western University, London, ON, Canada
| | - Tammy Lau
- Department of Epidemiology and Biostatistics, Western University, London, ON, Canada
| | - Anna C Gunz
- Department of Paediatrics, Western University, London, ON, Canada.,Child Health Research Institute, London, ON, Canada.,Division of Paediatric Critical Care, Children's Hospital, London Health Sciences Center, London, ON, Canada
| | | | - Shelby S Yamamoto
- School of Public Health, University of Alberta, Edmonton, AB, Canada
| | - Shehzad Ali
- Department of Epidemiology and Biostatistics, Western University, London, ON, Canada
| | - Éric Lavigne
- Air Health Science Division, Health Canada, Ottawa, ON, Canada.,School of Epidemiology and Public Health, University of Ottawa, Ottawa, ON, Canada
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Mowbray FI, Manlongat D, Shukla M. Sensitivity Analysis: A Method to Promote Certainty and Transparency in Nursing and Health Research. Can J Nurs Res 2022; 54:371-376. [PMID: 35702010 PMCID: PMC9605992 DOI: 10.1177/08445621221107108] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/03/2022] Open
Abstract
Nursing and health researchers may be presented with uncertainty regarding the utilization or legitimacy of methodological or analytic decisions. Sensitivity analyses are purposed to gain insight and certainty about the validity of research findings reported. Reporting guidelines and health research methodologists have emphasized the importance of utilizing and reporting sensitivity analyses in clinical research. However, sensitivity analyses are underreported in nursing and health research. The aim of this methodological overview is to provide an introduction to the purpose, conduct, interpretation, and reporting of sensitivity analyses, using a series of simulated and contemporary case examples.
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Affiliation(s)
- Fabrice I. Mowbray
- Department of Health Research Methods, Evidence and Impact, McMaster University, Hamilton, Ontario, Canada
| | - Donna Manlongat
- College of Nursing, Wayne State University, Detroit, Michigan, United States
| | - Meghna Shukla
- College of Nursing, Wayne State University, Detroit, Michigan, United States
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Rosychuk RJ, Chen A, McRae A, McLane P, Ospina MB, Stang AS. Characteristics of Pediatric Frequent Users of Emergency Departments in Alberta and Ontario. Pediatr Emerg Care 2022; 38:108-114. [PMID: 34772876 DOI: 10.1097/pec.0000000000002569] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
OBJECTIVES Emergency department (ED) volumes have drawn attention to frequent users but less attention has been paid to children. This study examined sociodemographic and ED presentation characteristics of pediatric high-system ED users (HSUs) in 2 provinces in Canada. METHODS Cohorts of HSUs were created from the National Ambulatory Care Reporting System in 2015/2016 for children with the top 10% of ED presentations. Controls were random samples of non-HSU patients. Factors were explored in multivariable logistic regression models. RESULTS There were 151,497 HSUs (51.7% girls, average age, 6.4 years) and 591,545 controls (53.1% girls; average age, 7.4 years). High-system ED users were more likely to be younger (adjusted odds ratio [aOR], 0.89 per 5 years; 95% confidence interval [CI], 0.88-0.89), live in less populated areas (aOR, 1.85; 95% CI, 1.82-1.88), and from lowest income neighborhoods (aOR, 1.51; 95% CI, 1.48-1.54) than controls. High-system ED users had higher proportions of presentations for pediatric complex chronic (aOR, 1.25 per 0.25 increase; 95% CI, 1.21-1.29), respiratory (aOR, 1.14 per 0.25; 95% CI, 1.12-1.15), and mental health (aOR, 1.14 per 0.25; 95% CI, 1.13-1.16) conditions than controls. CONCLUSIONS Complex factors underlie pediatric health care utilization decisions. Findings identified conditions to target in interventions to improve health care access and utilization. Future work should engage children and families to design interventions.
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8
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Michelson KA, Cushing AM, Bucholz EM. Association of County-Level Availability of Pediatricians With Emergency Department Visits. Pediatr Emerg Care 2022; 38:e953-e957. [PMID: 34282091 PMCID: PMC8770659 DOI: 10.1097/pec.0000000000002502] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/03/2023]
Abstract
OBJECTIVES The relationship between pediatrician availability and emergency department (ED) attendance is uncertain. We determined whether children in counties with more pediatricians had fewer ED visits. METHODS We conducted a cross-sectional study of all ED visits among children younger than 18 years from 6 states. We obtained ED visit incidences by county and assessed the relationship to pediatrician density (pediatricians per 1000 children). Possible confounders included state, presence of an urgent care facility in the county, urban-rural status, and quartile of county-level characteristics: English-speaking, Internet access, White race, socioeconomic status, and public insurance. We estimated county-level changes in incidence by pediatrician density adjusting for state and separately for all possible confounders. RESULTS Each additional pediatrician per 1000 children was associated with a 13.7% (95% confidence interval, -19.6% to -7.5%) decrease in ED visits in the state-adjusted model. In the full model, there was no association (-1.4%, 95% confidence interval, -7.2% to 4.8%). The presence of an urgent care, higher socioeconomic status score, urban status, and higher proportions of White race and nonpublic insurance were each associated with decreased ED visit rates. CONCLUSIONS Pediatrician density is not associated with decreased ED visits after adjusting for other county demographic factors. Increasing an area's availability of pediatricians may not affect ED attendance.
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Affiliation(s)
| | - Anna M Cushing
- Department of Cardiology, Boston Children's Hospital, Boston, MA
| | - Emily M Bucholz
- Division of Emergency and Transport Medicine, Children's Hospital Los Angeles, Los Angeles, CA
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Vrijlandt SEW, Nieboer D, Zachariasse JM, Oostenbrink R. Characteristics of pediatric emergency department frequent visitors and their risk of a return visit: A large observational study using electronic health record data. PLoS One 2022; 17:e0262432. [PMID: 35085300 PMCID: PMC8794145 DOI: 10.1371/journal.pone.0262432] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2021] [Accepted: 12/22/2021] [Indexed: 11/19/2022] Open
Abstract
Background Among pediatric emergency department (ED) visits, a subgroup of children repeatedly visits the ED, making them frequent visitors (FVs). The aim of this study is to get insight into the group of pediatric ED FVs and to determine risk factors associated with a revisit. Methods and findings Data of all children aged 0–18 years visiting the ED of a university hospital in the Netherlands between 2017 and 2020 were included in this observational study based on routine data extraction. Children with 4 or more ED visits within 365 days were classified as FVs. Descriptive analysis of the study cohort at patient- and visit-level were performed. Risk factors for a recurrent ED visit were determined using a Prentice Williams and Peterson gap time cox-based model. Our study population of 10,209 children with 16,397 ED visits contained 500 FVs (4.9%) accounting for 3,481 visits (21.2%). At patient-level, FVs were younger and more often suffered from chronic diseases (CDs). At visit-level, frequent visits were more often initiated by self-referral and were more often related to medical problems (compared to trauma’s). Overall, FVs presented at the ED more often because of an infection (41.3%) compared to non-FVs (27.4%), either associated or not with the body system affected by the CD. We identified the presence of a comorbidity (non-complex CD HR 1.66; 1.52–1.81 and complex CD HR 2.00; 1.84–2.16) as determinants with the highest hazard for a return visit. Conclusion Pediatric ED FVs are a small group of children but account for a large amount of the total ED visits. FVs are younger patients, suffering from (complex) comorbidities and present more often with infectious conditions compared to non-FVs. Healthcare pathways, including safety-netting strategies for acute manifestations from their comorbidity, or for infectious conditions in general may contribute to support parents and redirect some patients from the ED.
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Affiliation(s)
- Sanne E. W. Vrijlandt
- Department of General Pediatrics, Erasmus MC-Sophia Children’s Hospital, Rotterdam, The Netherlands
| | - Daan Nieboer
- Center for Medical Decision Sciences, Department of Public Health, Erasmus MC, Rotterdam, The Netherlands
| | - Joany M. Zachariasse
- Department of General Pediatrics, Erasmus MC-Sophia Children’s Hospital, Rotterdam, The Netherlands
| | - Rianne Oostenbrink
- Department of General Pediatrics, Erasmus MC-Sophia Children’s Hospital, Rotterdam, The Netherlands
- * E-mail:
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10
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Profiles of high emergency department users with mental disorders. Am J Emerg Med 2022; 54:131-141. [DOI: 10.1016/j.ajem.2022.01.052] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2021] [Revised: 01/24/2022] [Accepted: 01/25/2022] [Indexed: 11/20/2022] Open
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Overmann KM, Vukovic AA, Britto MT. A Content Analysis of Emergency Department Discharge Instructions for Acute Pediatric Febrile Illnesses: The Current State and Opportunities for Improvement. J Patient Exp 2021; 8:23743735211060773. [PMID: 34869843 PMCID: PMC8640326 DOI: 10.1177/23743735211060773] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022] Open
Abstract
Quality emergency department (ED) discharge communication is critical to understanding of disease progression, home management, and return instructions. Addressing social aspects of disease burden are important to improving satisfaction and healthcare utilization. The objective of this study was to understand the extent to which written ED discharge instructions address multifaceted aspects of disease to meet the comprehensive needs of families with common childhood illnesses. We analyzed a national sample of 28 written discharge instructions from pediatric EDs using thematic and inductive content analysis. Seven themes were identified. Nearly all discharge instructions devoted a majority of content to themes related to disease physiology. Other themes common to instructions were related to parental instructions for caring for the child and when to return for further care. Content on caregiver reassurance, returning to daily activities, improving well-being, and promoting community health were not a focus of discharge instructions. Inclusion of multifaceted discharge materials which address both medical and social aspects of disease may help improve family-centered emergency care and the quality of care transitions for common childhood illnesses.
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Affiliation(s)
- Kevin M Overmann
- Division of Emergency Medicine, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, USA.,Department of Pediatrics, College of Medicine, University of Cincinnati, Cincinnati, OH, USA
| | - Adam A Vukovic
- Division of Emergency Medicine, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, USA.,Department of Pediatrics, College of Medicine, University of Cincinnati, Cincinnati, OH, USA
| | - Maria T Britto
- Department of Pediatrics, College of Medicine, University of Cincinnati, Cincinnati, OH, USA.,Division of Adolescent Medicine, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, USA.,James M. Anderson Center for Health Systems Excellence, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, USA
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12
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Greenfield G, Okoli O, Quezada-Yamamoto H, Blair M, Saxena S, Majeed A, Hayhoe B. Characteristics of frequently attending children in hospital emergency departments: a systematic review. BMJ Open 2021; 11:e051409. [PMID: 34663662 PMCID: PMC8523960 DOI: 10.1136/bmjopen-2021-051409] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/03/2022] Open
Abstract
OBJECTIVE To summarise the literature on frequent attendances to hospital emergency departments (EDs) and describe sociodemographic and clinical characteristics of children who attend EDs frequently. SETTING Hospital EDs. PARTICIPANTS Children <21 years, attending hospital EDs frequently. PRIMARY OUTCOME MEASURES Outcomes measures were defined separately in each study, and were predominantly the number of ED attendances per year. RESULTS We included 21 studies representing 6 513 627 children. Between 0.3% and 75% of all paediatric ED users were frequent users. Most studies defined four or more visits per year as a 'frequent ED' usage. Children who were frequent ED users were more likely to be less than 5 years old. In the USA, patients with public insurance were more likely to be frequent attenders. Frequent ED users more likely to be frequent users of primary care and have long-term conditions; the most common diagnoses were infections and gastroenteritis. CONCLUSIONS The review included a wide range of information across various health systems, however, children who were frequent ED users have some universal characteristics in common. Policies to reduce frequent attendance might usefully focus on preschool children and supporting primary care in responding to primary care oriented conditions.
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Affiliation(s)
- Geva Greenfield
- Primary Care and Public Health, School of Public Health, Imperial College London, London, UK
| | - Olivia Okoli
- Primary Care and Public Health, School of Public Health, Imperial College London, London, UK
| | - Harumi Quezada-Yamamoto
- Primary Care and Public Health, School of Public Health, Imperial College London, London, UK
| | - Mitch Blair
- Primary Care and Public Health, School of Public Health, Imperial College London, London, UK
| | - Sonia Saxena
- Primary Care and Public Health, School of Public Health, Imperial College London, London, UK
| | - Azeem Majeed
- Primary Care and Public Health, School of Public Health, Imperial College London, London, UK
| | - Benedict Hayhoe
- Primary Care and Public Health, School of Public Health, Imperial College London, London, UK
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13
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Maruster L, van der Zee DJ, Buskens E. Identifying Frequent Health Care Users and Care Consumption Patterns: Process Mining of Emergency Medical Services Data. J Med Internet Res 2021; 23:e27499. [PMID: 34612834 PMCID: PMC8529480 DOI: 10.2196/27499] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2021] [Revised: 04/02/2021] [Accepted: 06/21/2021] [Indexed: 11/13/2022] Open
Abstract
Background Tracing frequent users of health care services is highly relevant to policymakers and clinicians, enabling them to avoid wasting scarce resources. Data collection on frequent users from all possible health care providers may be cumbersome due to patient privacy, competition, incompatible information systems, and the efforts involved. Objective This study explored the use of a single key source, emergency medical services (EMS) records, to trace and reveal frequent users’ health care consumption patterns. Methods A retrospective study was performed analyzing EMS calls from the province of Drenthe in the Netherlands between 2012 and 2017. Process mining was applied to identify the structure of patient routings (ie, their consecutive visits to hospitals, nursing homes, and EMS). Routings are used to identify and quantify frequent users, recognizing frail elderly users as a focal group. The structure of these routes was analyzed at the patient and group levels, aiming to gain insight into regional coordination issues and workload distributions among health care providers. Results Frail elderly users aged 70 years or more represented over 50% of frequent users, making 4 or more calls per year. Over the period of observation, their annual number and the number of calls increased from 395 to 628 and 2607 to 3615, respectively. Structural analysis based on process mining revealed two categories of frail elderly users: low-complexity patients who need dialysis, radiation therapy, or hyperbaric medicine, involving a few health care providers, and high-complexity patients for whom routings appear chaotic. Conclusions This efficient approach exploits the role of EMS as the unique regional “ferryman,” while the combined use of EMS data and process mining allows for the effective and efficient tracing of frequent users’ utilization of health care services. The approach informs regional policymakers and clinicians by quantifying and detailing frequent user consumption patterns to support subsequent policy adaptations.
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Affiliation(s)
- Laura Maruster
- Faculty of Economics and Business, University of Groningen, Groningen, Netherlands
| | | | - Erik Buskens
- Faculty of Economics and Business, University of Groningen, Groningen, Netherlands.,Health Technology Assessment, Department of Epidemiology, University Medical Center Groningen, Groningen, Netherlands
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Neil AL, Chappell K, Wagg F, Miller A, Judd F. The Tasmanian Conception to Community (C2C) Study Database 2008-09 to 2013-14: Using linked health administrative data to address each piece in the puzzle. Soc Sci Med 2021; 284:114216. [PMID: 34274707 DOI: 10.1016/j.socscimed.2021.114216] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2020] [Revised: 05/31/2021] [Accepted: 07/06/2021] [Indexed: 10/20/2022]
Abstract
BACKGROUND Tasmania, Australia has a small widely dispersed regional and rural population. The Conception to Community (C2C) Study Database was established as a research platform to inform service planning and policy development and improve health outcomes for Tasmanian mothers and children. The aims of this study were to establish by maternal socio-demographic characteristics: 1) the distribution of births in Tasmania; 2) hospital utilisation for children from birth to 5-years; and 3) the association between child and maternal emergency department (ED) presentation rates. METHODS Perinatal and public hospital ED and admitted patient data were linked for every child born in Tasmania between 2008-09 to 2013-14, and their mothers. Individualised rates of ED presentations and hospital admissions were calculated from birth to 5-years. Frequent presenters to ED were defined as having at least four presentations per annum. Ratios of ED presentation and hospital admission rates by sociodemographic characteristics (region (north, north-west, south), rurality, maternal age, and area socioeconomic disadvantage) were estimated using mixed-effects negative binomial models, with random intercepts for each child and family. RESULTS The C2C Database is comprised of records for 37,041 children and 27,532 mothers. One-in-ten Tasmanian babies lived in a remote area. The mean yearly rate of ED presentations per child varied by sex, age, region and rurality. Frequent presenters were more likely to reside in the north-west or north, in urban areas, have mothers under 20- years, be male, and live in more disadvantaged areas, with 2.3% of children frequent presenters in their first year of life. The odds of a child being a frequent presenter during their first-year was 6.1- times higher if the mother was a frequent presenter during this period. CONCLUSION Associations between maternal and child health service use and combined effects of regionality and rurality highlight opportunities for targeted intervention and service innovations.
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Affiliation(s)
- Amanda L Neil
- Menzies Institute for Medical Research, University of Tasmania, Australia.
| | - Kate Chappell
- Menzies Institute for Medical Research, University of Tasmania, Australia
| | - Fiona Wagg
- Child and Adolescent Mental Health Services South, Tasmanian Health Service, Hobart, Australia
| | - April Miller
- Menzies Institute for Medical Research, University of Tasmania, Australia
| | - Fiona Judd
- Menzies Institute for Medical Research, University of Tasmania, Australia; Perinatal and Infant Mental Health Team, CAMHS South, Tasmanian Health Service, Hobart, Australia
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Tiller R, Chan K, Knight JC, Chafe R. Pediatric high users of Canadian hospitals and emergency departments. PLoS One 2021; 16:e0251330. [PMID: 33956897 PMCID: PMC8101750 DOI: 10.1371/journal.pone.0251330] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2020] [Accepted: 04/23/2021] [Indexed: 11/18/2022] Open
Abstract
INTRODUCTION Few studies have examined the most frequent pediatric users of hospital services. Our objective was to determine the clinical diagnoses, demographic characteristics, and medical severity of high-use pediatric patients in Canada. METHODS We conducted a retrospective analysis of patients <18 years of age who either were admitted to hospital or visited an emergency department (ED) using the Canadian Institute for Health Information's (CIHI) Dynamic Cohort of Complex, High System Users. The analysis of hospital admission data excluded Quebec and Manitoba. ED data was only available for Alberta and Ontario. RESULTS 121 104 patients were identified as the most frequent hospital users and 459 998 patients as the most frequent ED users. High users were more likely to reside in a rural community, to be in a lower income quintile, and face more deprivation. The most frequent conditions for hospitalization for high use patients were disorders related to length of prematurity and fetal growth, respiratory and cardiovascular disorders specific to the perinatal period, and haemorrhagic and haematological disorders of fetus and newborn. For the most frequent ED users, the most common clinical diagnoses were acute upper respiratory infections, injuries to the head, and diseases of the middle ear and mastoid. CONCLUSION Pediatric high users by frequency of hospital and ED services are a distinct population. Better understanding their characteristics will allow for more appropriate planning of children's health services and help identify areas for effective preventive or quality improvement initiatives.
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Affiliation(s)
- Ryan Tiller
- Faculty of Medicine, Memorial University of Newfoundland, St. John’s, Newfoundland and Labrador, Canada
| | - Kevin Chan
- Department of Pediatrics, University of Toronto, Toronto, Ontario, Canada
- Trillium Health Partners, Mississauga, Ontario, Canada
| | - John C. Knight
- Faculty of Medicine, Memorial University of Newfoundland, St. John’s, Newfoundland and Labrador, Canada
- Newfoundland and Labrador Centre for Health Information, St. John’s, Newfoundland and Labrador, Canada
| | - Roger Chafe
- Faculty of Medicine, Memorial University of Newfoundland, St. John’s, Newfoundland and Labrador, Canada
- Janeway Pediatric Research Unit, St. John’s, Newfoundland and Labrador, Canada
- * E-mail:
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Heyming TW, Knudsen-Robbins C, Feaster W, Ehwerhemuepha L. Criticality index conducted in pediatric emergency department triage. Am J Emerg Med 2021; 48:209-217. [PMID: 33975133 DOI: 10.1016/j.ajem.2021.05.004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2021] [Revised: 04/27/2021] [Accepted: 05/02/2021] [Indexed: 10/21/2022] Open
Abstract
OBJECTIVE To develop and analyze the performance of a machine learning model capable of predicting the disposition of patients presenting to a pediatric emergency department (ED) based on triage assessment and historical information mined from electronic health records. METHODS We retrospectively reviewed data from 585,142 ED visits at a pediatric quaternary care institution between 2013 and 2020. An extreme gradient boosting machine learning model was trained on a randomly selected training data set (50%) to stratify patients into 3 classes: (1) high criticality (patients requiring intensive care unit [ICU] care within 4 h of hospital admission, patients who died within 4 h of admission, and patients who died in the ED); (2) moderate criticality (patients requiring hospitalization without the need for ICU care); and (3) low criticality (patients discharged home). Variables considered during model development included triage vital signs, aspects of triage nursing assessment, demographics, and historical information (diagnoses, medication use, and healthcare utilization). Historical factors were limited to the 6 months preceding the index ED visit. The model was tested on a previously withheld test data set (40%), and its performance analyzed. RESULTS The distribution of criticality among high, moderate, and low was 1.5%, 7.1%, and 91.4%, respectively. The one-versus-all area under the receiver operating characteristic (AUROC) curve for high and moderate criticality was 0.982 (95% CI 0.980, 0.983) and 0.968 (0.967, 0.969). The multi-class macro average AUROC and area under the receiver operating characteristic curve were 0.976 and 0.754. The features most integral to model performance included history of intravenous medications, capillary refill, emergency severity index level, history of hospitalization, use of a supplemental oxygen device, age, and history of admission to the ICU. CONCLUSION Pediatric ED disposition can be accurately predicted using information available at triage, providing an opportunity to improve quality of care and patient outcomes.
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Affiliation(s)
- Theodore W Heyming
- Children's Hospital of Orange County, Orange, CA, United States; Department of Emergency Medicine, University of California, Irvine, United States.
| | | | - William Feaster
- Children's Hospital of Orange County, Orange, CA, United States
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Lázaro Carreño MI, Barrés Fernández A, Quintero García D, Ferrer Ferrer J, Fernández González I, Monfort Belenguer L, Iniesta González S, Moreno Palomino A, Sahuquillo SC, Cuevas FJS. Paediatric Emergencies During the COVID-19 Pandemic. Glob Pediatr Health 2021; 8:2333794X21989528. [PMID: 33623811 PMCID: PMC7878947 DOI: 10.1177/2333794x21989528] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022] Open
Abstract
The state of alarm decreed by the Spanish Government, due to the Coronavirus Disease-19 (COVID-19) pandemic, has demanded the lockdown of children and has conditioned a new organization of the Emergency Departments (ED). A pre-triage station and 2 independent circuits were established: suspected COVID-19 and not suspected COVID-19. The ED visits decreased 84,5% from pre-alarm with no increase in the level of urgencies. During the alarm state, 40.97% of the children were classified as suspected COVID-19. Fever and respiratory symptoms, used as discriminators, generated 2 groups of patients with different characteristics. Although the interruption of sports activities and isolation of children at home contributed to the decrease in emergencies, it was also probably conditioned by adults' fear of contagion, who avoided going to the hospital in situations that would never have really required ED and resolved themselves in primary care or spontaneously.
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18
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Procter AM, Gialamas A, Pilkington RM, Montgomerie A, Chittleborough CR, Smithers LG, Lynch JW. Characteristics of paediatric frequent presenters at emergency departments: A whole-of-population study. J Paediatr Child Health 2021; 57:64-72. [PMID: 32815640 DOI: 10.1111/jpc.15119] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/12/2020] [Revised: 07/22/2020] [Accepted: 07/23/2020] [Indexed: 11/28/2022]
Abstract
AIM To quantify the frequency of emergency department (ED) presentations and profile the socio-demographic, health and presentation characteristics of paediatric ED frequent presenters. METHODS A population-based data linkage study of 55 921 children in the South Australian Early Childhood Data Project aged 0-12 years with 100 976 presentations to public hospital EDs in South Australia. For each child, the total number of recurrent ED presentations during a 364-day period post-index presentation was calculated. Frequent presenters were children who experienced ≥4 recurrent ED presentations. We determined the socio-demographic, health and presentation characteristics by number of recurrent presentations. RESULTS Children with ≥4 recurrent presentations (4.4%) accounted for 15.4% of all paediatric ED presentations and 22.5% of subsequent admissions to hospital during the 12-month study period. Compared to children with no recurrent ED presentation, frequent presenters had higher proportions of socio-economic and health disadvantage at birth. One in two (49.3%) frequent presenters had at least one injury presentation and one (21.3%) in five had at least one presentation related to a chronic condition. CONCLUSIONS Children with ≥4 presentations do not represent the majority of ED users. Nevertheless, they represent a disproportionate burden accounting for 15% of all paediatric ED presentations in a 12-month period. Frequent presenters were characterised by early socio-economic and health disadvantage, and childhood injury. Strategies targeting social disadvantage and childhood injury may reduce the burden of ED presentations.
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Affiliation(s)
- Alexandra M Procter
- School of Public Health, Robinson Research Institute, The University of Adelaide, Adelaide, South Australia, Australia
| | - Angela Gialamas
- School of Public Health, Robinson Research Institute, The University of Adelaide, Adelaide, South Australia, Australia
| | - Rhiannon M Pilkington
- School of Public Health, Robinson Research Institute, The University of Adelaide, Adelaide, South Australia, Australia
| | - Alicia Montgomerie
- School of Public Health, Robinson Research Institute, The University of Adelaide, Adelaide, South Australia, Australia
| | - Catherine R Chittleborough
- School of Public Health, Robinson Research Institute, The University of Adelaide, Adelaide, South Australia, Australia
| | - Lisa G Smithers
- School of Public Health, Robinson Research Institute, The University of Adelaide, Adelaide, South Australia, Australia
| | - John W Lynch
- School of Public Health, Robinson Research Institute, The University of Adelaide, Adelaide, South Australia, Australia.,Population Health Sciences, University of Bristol, Bristol, United Kingdom
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Greenfield G, Blair M, Aylin PP, Saxena S, Majeed A, Bottle A. Characteristics of frequent paediatric users of emergency departments in England: an observational study using routine national data. Emerg Med J 2020; 38:146-150. [PMID: 33199272 DOI: 10.1136/emermed-2019-209122] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2019] [Revised: 09/03/2020] [Accepted: 10/04/2020] [Indexed: 11/03/2022]
Abstract
BACKGROUND Frequent attendances of the same users in emergency departments (ED) can intensify workload pressures and are common among children, yet little is known about the characteristics of paediatric frequent users in EDs. AIM To describe the volume of frequent paediatric attendance in England and the demographics of frequent paediatric ED users in English hospitals. METHOD We analysed the Hospital Episode Statistics dataset for April 2014-March 2017. The study included 2 308 816 children under 16 years old who attended an ED at least once. Children who attended four times or more in 2015/2016 were classified as frequent users. The preceding and subsequent years were used to capture attendances bordering with the current year. We used a mixed effects logistic regression with a random intercept to predict the odds of being a frequent user in children from different sociodemographic groups. RESULTS One in 11 children (9.1%) who attended an ED attended four times or more in a year. Infants had a greater likelihood of being a frequent attender (OR 3.24, 95% CI 3.19 to 3.30 vs 5 to 9 years old). Children from more deprived areas had a greater likelihood of being a frequent attender (OR 1.57, 95% CI 1.54 to 1.59 vs least deprived). Boys had a slightly greater likelihood than girls (OR 1.05, 95% CI 1.04 to 1.06). Children of Asian and mixed ethnic groups were more likely to be frequent users than those from white ethnic groups, while children from black and 'other' had a lower likelihood (OR 1.03, 95% CI 1.01 to 1.05; OR 1.04, 95% CI 1.01 to 1.06; OR 0.88, 95% CI 0.86 to 0.90; OR 0.90, 95% CI 0.87 to 0.92, respectively). CONCLUSION One in 11 children was a frequent attender. Interventions for reducing paediatric frequent attendance need to target infants and families living in deprived areas.
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Affiliation(s)
- Geva Greenfield
- Department of Primary Care and Public Health, School of Public Health, Imperial College London, London, UK
| | - Mitch Blair
- Department of Primary Care and Public Health, School of Public Health, Imperial College London, London, UK
| | - Paul P Aylin
- Department of Primary Care and Public Health, School of Public Health, Imperial College London, London, UK
| | - Sonia Saxena
- Department of Primary Care and Public Health, School of Public Health, Imperial College London, London, UK
| | - Azeem Majeed
- Department of Primary Care and Public Health, School of Public Health, Imperial College London, London, UK
| | - Alex Bottle
- Department of Primary Care and Public Health, School of Public Health, Imperial College London, London, UK
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Maruster L, van der Zee DJ, Hatenboer J, Buskens E. Tracing frequent users of regional care services using emergency medical services data: a networked approach. BMJ Open 2020; 10:e036139. [PMID: 32467254 PMCID: PMC7259845 DOI: 10.1136/bmjopen-2019-036139] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/23/2022] Open
Abstract
OBJECTIVES This study shows how a networked approach relying on 'real-world' emergency medical services (EMS) records might contribute to tracing frequent users of care services on a regional scale. Their tracing is considered of importance for policy-makers and clinicians, since they represent a considerable workload and use of scarce resources. While existing approaches for data collection on frequent users tend to limit scope to individual or associated care providers, the proposed approach exploits the role of EMS as the network's 'ferryman' overseeing and recording patient calls made to an entire network of care providers. DESIGN A retrospective study was performed analysing 2012-2017 EMS calls in the province of Drenthe, the Netherlands. Using EMS data, benefits of the networked approach versus existing approaches are assessed by quantifying the number of frequent users and their associated calls for various categories of care providers. Main categories considered are hospitals, nursing homes and EMS. SETTING EMS in the province of Drenthe, the Netherlands, serving a population of 491 867. PARTICIPANTS Analyses are based on secondary patient data from EMS records, entailing 212 967 transports and 126 758 patients, over 6 years (2012-2017). RESULTS Use of the networked approach for analysing calls made to hospitals in Drenthe resulted in a 20% average increase of frequent users traced. Extending the analysis by including hospitals outside Drenthe increased ascertainment by 28%. Extending to all categories of care providers, inside Drenthe, and subsequently, irrespective of their location, resulted in an average increase of 132% and 152% of frequent users identified, respectively. CONCLUSIONS Many frequent users of care services are network users relying on multiple regional care providers, possibly representing inefficient use of scarce resources. Network users are effectively and efficiently traced by using EMS records offering high coverage of calls made to regional care providers.
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Affiliation(s)
- Laura Maruster
- Innovation Management & Strategy, Faculty of Economics and Business, University of Groningen, Groningen, The Netherlands
| | - Durk-Jouke van der Zee
- Operations, Faculty of Economics and Business, University of Groningen, Groningen, The Netherlands
| | - Jaap Hatenboer
- Ambulancezorg, UMCG, Tynaarlo, Groningen, The Netherlands
| | - Erik Buskens
- Epidemiology, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands
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Lee JH, Park GJ, Kim SC, Kim H, Lee SW. Characteristics of frequent adult emergency department users: A Korean tertiary hospital observational study. Medicine (Baltimore) 2020; 99:e20123. [PMID: 32358403 PMCID: PMC7440327 DOI: 10.1097/md.0000000000020123] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/28/2022] Open
Abstract
Emergency department (ED) crowding is a public health burden that impedes the provision of high-quality emergency care and is related to poor outcomes. Frequent ED visits are known to contribute to ED crowding. This study aimed to identify frequent ED users' characteristics and risk factors related to frequent ED visits.A retrospective observational study was conducted using ED-based data derived from adult patients at a university hospital. The main exposure variable was frequent ED visits, which were defined as ≥4 visits within 12 months (January 1-December 31, 2018). Characteristics and risk factors for frequent ED users were evaluated using stepwise regression analysis.Within the study period, there were 36,932 ED visits involving 29,759 patients. Of these, 3031 (8.2%) visits were from 556 (1.9%) patients classified as frequent ED users. The independent risk factors for frequent ED visits were older patients (≥65 years); the winter season; daytime discharge from ED; patients with medical aid insurance; and patients designated as high acuity at their first visit. Patients with a malignant neoplasm, mental health disorder, alcohol-related liver disease, chronic kidney disease, or chronic obstructive pulmonary disease were associated with more frequent ED visits.Frequent ED users comprised a significant proportion of total ED visits. Frequent ED users were more likely than occasional ED users to be in poorer health, older, or have a chronic disease or a mental health disorder.
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Social factors in frequent callers: a description of isolation, poverty and quality of life in those calling emergency medical services frequently. BMC Public Health 2019; 19:684. [PMID: 31159766 PMCID: PMC6547509 DOI: 10.1186/s12889-019-6964-1] [Citation(s) in RCA: 36] [Impact Index Per Article: 7.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2019] [Accepted: 05/13/2019] [Indexed: 11/21/2022] Open
Abstract
Background Frequent users of emergency medical services (EMS) comprise a disproportionate percentage of emergency department (ED) visits. EDs are becoming increasingly overwhelmed and a portion of use by frequent callers of EMS is potentially avoidable. Social factors contribute to frequent use however few studies have examined their prevalence. This study aims to describe social isolation/loneliness, poverty, and quality of life in a sample of frequent callers of EMS in the Hamilton region, a southern Ontario mid-sized Canadian city. Study design Cross-sectional quantitative study. Methods We surveyed people who called EMS five or more times within 12 months. A mailed self-administered survey with validated tools, and focused on four major measures: demographic information, social isolation, poverty, and quality of life. Results Sixty-seven frequent EMS callers revealed that 37–49% were lonely, 14% had gone hungry in the preceding month, and 43% had difficulties making ends meet at the end of the month. For quality of life, 78% had mobility problems, 55% had difficulty with self-care, 78% had difficulty with usual activities, 87% experienced pain/discomfort, and 67% had anxiety/depression. Overall quality adjusted life years value was 0.53 on a scale of 0 to 1. The response rate was 41.1%. Conclusions Loneliness in our participants was more common than Hamilton and Canadian rates. Frequent EMS callers had higher rates of poverty and food insecurity than average Ontario citizens, which may also act as a barrier to accessing preventative health services. Lower quality of life may indicate chronic illness, and users who cannot access ambulatory care services consistently may call EMS more frequently. Frequent callers of EMS had high rates of social loneliness and poverty, and low quality of life, indicating a need for health service optimization for this vulnerable population.
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An epidemic we must address. CAN J EMERG MED 2018; 20:493-494. [PMID: 30033899 DOI: 10.1017/cem.2018.410] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
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Kim BS, Kim JY, Choi SH, Yoon YH. Understanding the characteristics of recurrent visits to the emergency department by paediatric patients: a retrospective observational study conducted at three tertiary hospitals in Korea. BMJ Open 2018; 8:e018208. [PMID: 29453296 PMCID: PMC5857697 DOI: 10.1136/bmjopen-2017-018208] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/26/2022] Open
Abstract
OBJECTIVES The number of paediatric patients visiting the emergency department (ED) continues to rise. In South Korea, approximately 25% of the patients who visit the ED are paediatric patients. In the USA, about 20% of the paediatric population were found to have visited the ED in the past year. A recent study demonstrated that 4.5%-8% of patients account for 25% of all ED visits. Therefore, the aim of this study was to identify the characteristics of recurrent visits. METHODS Design: retrospective observational study. SETTING this study examined and analysed medical record data involving three tertiary EDs. PARTICIPANTS a total of 46 237 ED visits by patients <16 years during 1-year period. MAIN OUTCOME MEASURES data collected included the number of recurrent ED patients, frequency of recurrent visits, age, sex, insurance status, period until recurrent visit (days), main diagnosis and ED discharge results. RESULTS Excluding patients with multiple visits, the total number of paediatric patients who fit the study criteria was 33 765. Among these patients, 23 384 (69.2%) had no recurrent ED visits in the subsequent year after their first visit. A total of 15 849 (46.8%) patients were toddlers (between age 1 and 4 years). In the patient group without a recurrent visit, fever was the most common diagnosis. CONCLUSIONS Our study reviewed medical records to inspect the characteristics of patients who return to care. Higher recurrent visit frequency was associated with using the 119 rescue centre service, having a medical condition, with younger age and a higher rate of hospitalisation. Analysis of the factors associated with frequent ED visits will help to improve care for paediatric patients who visit the ED.
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Affiliation(s)
- Byung-Soo Kim
- Department of Emergency Medicine, College of Medicine, KoreaUniversity, Seoul, Republic of Korea
| | - Jung-Youn Kim
- Department of Emergency Medicine, College of Medicine, KoreaUniversity, Seoul, Republic of Korea
| | - Sung-Hyuk Choi
- Department of Emergency Medicine, College of Medicine, KoreaUniversity, Seoul, Republic of Korea
| | - Young-Hoon Yoon
- Department of Emergency Medicine, College of Medicine, KoreaUniversity, Seoul, Republic of Korea
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