Risk Of Emergency Department Research Articles

Developing a clinical decision support framework for integrating predictive models into routine nursing practices in home health care for patients with heart failure.

The healthcare industry increasingly values high-quality and personalized care. Patients with heart failure (HF) receiving home health care (HHC) often experience hospitalizations due to worsening symptoms and comorbidities. Therefore, close symptom monitoring and timely intervention based on risk prediction could help HHC clinicians prevent emergency department (ED) visits and hospitalizations. This study aims to (1) describe important variables associated with a higher risk of ED visits and hospitalizations in HF patients receiving HHC; (2) map data requirements of a clinical decision support (CDS) tool to the exchangeable data standard for integrating a CDS tool into the care of patients with HF; (3) outline a pipeline for developing a real-time artificial intelligence (AI)-based CDS tool. We used patient data from a large HHC organization in the Northeastern US to determine the factors that can predict ED visits and hospitalizations among patients with HF in HHC (9362 patients in 12,223 care episodes). We examined vital signs, HHC visit details (e.g., the purpose of the visit), and clinical note-derived variables. The study identified critical factors that can predict ED visits and hospitalizations and used these findings to suggest a practical CDS tool for nurses. The tool's proposed design includes a system that can analyze data quickly to offer timely advice to healthcare clinicians. Our research showed that the length of time since a patient was admitted to HHC and how recently they have shown symptoms of HF were significant factors predicting an adverse event. Additionally, we found this information from the last few HHC visits before the occurrence of an ED visit or hospitalization were particularly important in the prediction. One hundred percent of clinical demographic profiles from the Outcome and Assessment Information Set variables were mapped to the exchangeable data standard, while natural language processing-driven variables couldn't be mapped due to their nature, as they are generated from unstructured data. The suggested CDS tool alerts nurses about newly emerging or rising risks, helping them make informed decisions. This study discusses the creation of a time-series risk prediction model and its potential CDS applications within HHC, aiming to enhance patient outcomes, streamline resource utilization, and improve the quality of care for individuals with HF. This study provides a detailed plan for a CDS tool that uses the latest AI technology designed to aid nurses in their day-to-day HHC service. Our proposed CDS tool includes an alert system that serves as a guard rail to prevent ED visits and hospitalizations. This tool can potentially improve how nurses make decisions and improve patient outcomes by providing early warnings about ED visits and hospitalizations.

Healthcare utilization following acute myocardial infarction findings from RECORD MI registry

Abstract Background As therapeutic options and epidemiology have evolved rapidly, the contemporary healthcare utilization following acute myocardial infarction (MI) is not well known. Methods All patients admitted with MI between 01/2015 and 12/2021 in the Baylor Scott & White health system were studied. Patient characteristics and outcomes including hospital readmissions, cardiovascular (CV)-related hospital readmissions, emergency department (ED) encounters, and outpatient visits were studied. Results Of 6804 patients, 6556 were discharged alive. Median age was 69 years, 60% were male, and 77% had non-ST elevation MI (NSTEMI); 1172 (22%) had an LVEF <40%, 493 (7.5%) were revascularized within 3 months of discharge, and 1090 (17%) had multivessel disease. The number of unique patients with first hospital readmission within 30-days, 3-months, and 12-months were 844 (13%), 1372 (21%) and 2306 (35%), respectively, with a higher risk in patients with NSTEMI, prior heart failure (HF), new HF, and LVEF <40%. ED visits at 12 months for any cause were 2401 (37%) and for CV cause were 1321 (20%), with a higher risk in patients with prior HF. Patients with at least 1 primary care visit within 12 months of discharge were captured for 4102 (63%), CV specialty visits for 5009 (76%), and non-CV visits for 3860 patients (59%), with similar distribution across subgroups (Table). Conclusions Post-MI patients had a high risk of readmissions, and ED and outpatient visits, especially amongst those with a prior or new HF diagnosis.

Impact of Home Mobile Phone-Based Telemonitoring in Preventing Exacerbations and Hospitalizations Among Patients with Chronic Obstructive Pulmonary Disease: An IMTEC Study.

COPD is a major public health problem due to its high morbidity and mortality. The evolution of COPD is marked by the occurrence of acute exacerbations (AECOPD). One of the major causes of AECOPD is non-adherence treatment. Telemedicine is an accessible educational tool that can help physicians to provide continuous, accessible educational support and monitoring for patients with COPD. Objectives: This study aimed to determine the impact of therapeutic education via phone-based telemedicine on ED visits and/or hospitalizations for AECOPD. Methods: This is a randomized controlled trial carried out in the emergency department (ED) of Fattouma Bourguiba Monastir over a period of 7 consecutive months, including patients admitted with a final diagnosis of AECOPD. Patients were randomly assigned to receive standard care (STD) or weekly phone-based telemonitoring (TLM). Outcomes (exacerbation and the need for hospitalization for AECOPD) were assessed at a 1-, 3-, and 6-month follow-up after being discharged from the hospital. Results: We included 163 patients (57 patients in the TLM group and 106 patients in the STD group). The mean age of the study population was 66.5 ± 12.5 years. The TLM group exhibited a significantly lower risk of ED visits for AECOPD compared to the STD group, with an odds ratio of 0.13 (95% CI: 0.04-0.40) and a p-value ≤ 0.001. Additionally, the TLM group had a notably lower hospitalization rate for AECOPD compared to the control group (15.8% vs. 44.3%, respectively), with an odds ratio of 0.23 (95% CI: 0.10-0.52) and a p-value < 0.001. The all-cause death rate was also lower in the TLM group at the 6-month follow-up. Conclusions: Telemedicine represents an innovative approach that could improve the management of patients with COPD.

Physical Activity and Acute Care Utilization Among Older Adults With Mild Cognitive Impairment and Dementia.

People living with dementia have high rates of hospitalizations. Identifying factors that influence hospitalization is important. This study examines the influence of physical activity levels on risk of hospitalization and emergency department (ED) use among older people living with mild cognitive impairment (MCI) or dementia followed in our primary care practice in Rochester, Minnesota, United States. We included those age 55 years and older, who had a clinic visit between June 1, 2019 and June 30, 2021 and completed a social determinants of health questionnaire about physical activity levels (n = 3090). Physical activity was classified as sufficiently active, insufficiently active, or physically inactive. Risk of hospitalization and ED visits by physical activity levels were examined. People who were physically inactive were at higher risk of hospitalization and ED visits (p < .001) compared with those who were sufficiently active. This highlights an area for health promotion in people living with MCI and dementia.

Persistent Opioid Use Following Artificial Urinary Sphincter Placement: A Large Claims Database Analysis

ObjectiveTo assess risk of persistent opioid use and emergency department (ED) and office/outpatient visits following post-operative prescriptions of common opioids in patients following artificial urinary sphincter (AUS) implantation using a nationwide claims database. MethodsThe TriNetX US Collaborative Network, which encompasses over 115 million patients from 66 healthcare organizations was used to identify males who underwent first-time AUS placement between 2010-2024. Patients with history of opioid dependence/abuse, opioid use within six months prior to AUS placement, or surgery within 9 months post-operation were excluded. Patients were distributed into two cohorts: those who received opioids post-operatively or those that did not. Cohorts were propensity score matched on demographic characteristics, pain, mental health, and substance-related diagnoses. Primary outcome was risk of persistent opioid use 3-9 months post-operatively. Secondary outcomes included risk of ED or office/outpatient visit 30- and 90- days post-operatively. ResultsEach cohort contained 1,036 patients following application of exclusion criteria and propensity score matching. Post-operative Oxycodone, Hydrocodone, or Codeine had a three-fold increase in risk of persistent opioid use at 3-9 months (15.15% vs. 4.92%, RR=3.08, 95% CI=[2.27-4.17]). Risk of ED or office visits was not significantly lower in patients receiving these opioids. ConclusionOpioid prescriptions following AUS placement increases risk of persistent opioid use without lowering the risk of ED or outpatient visits. These findings highlight the necessity for opioid-sparing approaches to post-operative pain control following AUS placement.

Wildland Fire-Related Smoke PM 2.5 and Cardiovascular Disease ED Visits in the Western United States.

The impact of short-term exposure to fine particulate matter (PM 2.5 ) due to wildland fire smoke on the risk of cardiovascular disease (CVD) remains unclear. We investigated the association between short-term exposure to wildfire smoke PM 2.5 and Emergency Department (ED) visits for acute CVD in the Western United States from 2007 to 2018. ED visits for primary or secondary diagnoses of atrial fibrillation (AF), acute myocardial infarction (AMI), heart failure (HF), stroke, and total CVD were obtained from hospital associations or state health departments in California, Arizona, Nevada, Oregon, and Utah. ED visits included those that were subsequently hospitalized. Daily smoke, non-smoke, and total PM 2.5 were estimated using a satellite-driven multi-stage model with a high resolution of 1 km. The data were aggregated to the zip code level and a case-crossover study design was employed. Temperature, relative humidity, and day of the year were included as covariates. We analyzed 49,759,958 ED visits for primary or secondary CVD diagnoses, which included 6,808,839 (13.7%) AFs, 1,222,053 (2.5%) AMIs, 7,194,474 (14.5%) HFs, and 808,396 (1.6%) strokes. Over the study period from 2007-01-01 to 2018-12-31, the mean smoke PM 2.5 was 1.27 (Q1: 0, Q3: 1.29) µg/m 3 . A 10 µg/m 3 increase in smoke PM 2.5 was associated with a minuscule decreased risk for AF (OR 0.994, 95% CI 0.991-0.997), HF (OR 0.995, 95% CI 0.992-0.998), and CVD (OR 0.9997, 95% CI 0.996-0.998), but not for AMI and stroke. Adjusting for non-smoke PM 2.5 did not alter these associations. A 10 µg/m 3 increase in total PM 2.5 was linked to a small increased risk for all outcomes except stroke (OR for CVD 1.006, 95% CI 1.006-1.007). Associations were similar across sex and age groups. We identified an unexpected slight lower risk of CVD ED visits associated with short-term wildfire smoke PM 2.5 exposure. Whether these findings are due to methodological issues, behavioral changes, or other factors requires further investigation.

Emergency department visits and hospitalizations attributable to recent Epstein-Barr virus infection

Objective Infectious mononucleosis (IM) or mono is typically caused by primary infection with Epstein-Barr virus (EBV) and may have a months-long, complicated course. We utilized population-based data to add to the limited literature on health care utilization following EBV infection. Methods The Rochester Epidemiology Project includes medical records for ∼60% of residents living in 27 counties of Minnesota (MN) and Wisconsin (WI). Persons meeting a case definition of recent EBV infection from 1 January 1998 to 31 December 2021 were compared to three persons not meeting the definition, matched on case’s sex, age, and index date. Emergency department (ED) visits and hospitalizations in the two groups were compared during 5-years’ follow-up divided into three periods (short-term ≤3 months, mid-term >3 months–1 year, long-term >1–5 years). Adjusted hazard ratios (AHR) were estimated to account for the potential influence of confounding variables. Results In total, 6,423 persons had a recent EBV infection and were matched to 19,269 comparators. The risk of an ED visit was significantly higher among cases in the short-term period (24.3% vs referents: 7.6%, p <.001; AHR = 3.71, 95% CI = 3.41–4.03). Cases also had an increased risk of hospitalization in the short-term (5.2% vs 1.6%: referents, p <.001; AHR = 3.53, 95% CI = 2.94–4.24). For ED visits but not hospitalization, the excess risk persisted into the mid-term follow-up period. Persons without a concurrent clinical diagnosis of IM continued to have an increased risk of hospitalizations up to 1 year after index date (AHR = 1.45, 95% CI = 1.09–1.91) and an increased risk of ED visits up to 5 years after the index date (AHR = 1.29, 95% CI = 1.14–1.46). Conclusion There is a substantial short- and mid-term increased risk of serious health care encounters associated with recent EBV infection. Mid- and long-term risks are increased in patients who do not have a concomitant diagnosis of IM.

Low-Risk Chest Pain Patients: Exploring the Impact of Socioeconomy on Emergency Department Revisits

BackgroundPatients with chest pain and undetectable high-sensitivity cardiac troponin T (hs-cTnT) in the emergency department (ED) have a low short-term risk of cardiovascular events, but the frequency of ED revisits in this group is unknown. This study investigated the associations between disposable income and risk of ED revisits in patients with chest pain and undetectable hs-cTnT. MethodsAll first visits to 7 EDs in Sweden from 2010 to 2017 by patients with chest pain and hs-cTnT <5 ng/l were included. Incidence rate ratios (IRR) were calculated to estimate the ED revisit risk in relation to disposable income according to data obtained from Swedish government agencies (Statistics Sweden). ResultsAltogether, 61,539 patients with a first ED visit were included, in whom 126,650 revisits occurred. The adjusted 30-day risk of a revisit was 1.3- (IRR 1.32, 95% CI: 1.23-1.42) and 1.5-fold (IRR 1.50, 95% CI: 1.40-1.60), and for any revisit during the follow-up 1.6- (IRR 1.63, 95% CI: 1.59-1.66) and 1.8-fold (IRR 1.78, 95% CI 1.72-1.79), in patients with middle-low and low versus high income, respectively. During a median follow-up of 6.8 years, 1714 (2.8%) deaths occurred, and the adjusted cumulative incidence of major adverse cardiovascular events at 1 and 5 years was only 0.3% (95% CI: 0.2-0.4%) and 1.1% (95% CI: 0.8-1.4%) higher in patients with the lowest versus highest income levels. ConclusionsDisposable income level is inversely associated with the risk of ED revisits among patients presenting with chest pain and undetectable hs-cTnT, in whom cardiovascular risks are low.

Health Care Resource Utilization Following Acute Myocardial Infarction: Findings from the RECORD-MI Registry

The contemporary health care resource utilization after an acute myocardial infarction (MI) is not well-known. All patients admitted because of MI between January 2015 and December 2021 across 28 hospitals in the Baylor Scott & White Health system were studied. Patient characteristics and outcomes, including all-cause and cardiovascular (CV) rehospitalizations, emergency department (ED) visits, and outpatient visits were evaluated. Of 6,804 patients admitted because of MI, 6,556 were discharged alive. The median age was 69 years, 60% were men, and 77% had non-ST-elevation MI; 17% (1,090) had multivessel disease. The number of patients with first all-cause readmissions within 30 days, 3 months, and 12 months of discharge were 844 (13%), 1,372 (21%), and 2,306 (35%), respectively, with a higher readmission rate in patients with non-ST-elevation MI, previous heart failure (HF), new-onset HF, and left ventricular ejection fraction ≤40%. ED visits at 12 months for any cause were 2,401 (37%), of which 1,321 (55%) were for any CV cause, with a higher incidence in patients with previous HF. Of the 6,556 patients, 4,102 (63%) had at least 1 primary care visit in the past year, 5,009 (76%) had CV specialty visits, and 3,860 (59%) had non-CV visits, with a similar distribution across subgroups. Patients hospitalized with an MI had a high risk of subsequent hospital readmissions and ED and outpatient visits, especially those with a previous HF diagnosis and those discharged with an MI and HF diagnosis.

Association between Gaps in Care Coordination and Emergency Department Visits Among Children without Chronic Conditions or Special Needs.

Prior studies and have shown that gaps in care coordination (CC) increase the risk of emergency department (ED) visits among children with special healthcare needs. This study aims to determine if gaps in CC are associated with an increased risk of ED visits among children without special needs (non-CSHCN). We conducted a cross-sectional study using the National Survey of Children's Health (2018-2019), representing children up to age 17. A "gap" in CC occurs if the adult proxy reported dissatisfaction with communication between providers or difficulty getting the help needed to coordinate care for the child. Using logistic regression models adjusting for age and sex, we measured the association between a gap in CC and 1 or more ED visits during the past 12 months overall and stratified by any special needs. Adjusted odds ratios (AOR) and 95% confidence intervals (95% CI) were calculated. Between 2018 and 2019, 15% of respondents reported a gap in CC and 19.4% of children had at least one ED visit. Among non-CSHCN, these rates were 11% and 17%. In this population, a gap in CC was independently associated with an increased odds of ED use (AOR: 2.14; 95% CI 1.82, 2.52). Self-reported gaps in ambulatory CC were associated with increased odds of ED visits even among non-CSHCN children with minor illnesses, suggesting that providers need to be aware of potential pitfalls in CC for all children, and ensure that pertinent information is available where needed.

A machine learning technology for addressing medication-related risk in older, multimorbid patients.

To evaluate the FeelBetter machine learning system's ability to accurately identify older patients with multimorbidity at Brigham and Women's Hospital at highest risk of medication-associated emergency department (ED) visits and hospitalizations, and to assess the system's ability to provide accurate medication recommendations for thesepatients. Retrospective cohort study. The system uses medications, demographics, diagnoses, laboratory results, health care utilization patterns, and costs to stratify patients' risk of ED visits and hospitalizations. Patients were assigned 1 of 22 risk levels based on their system-generated risk percentile of either ED visits or hospitalizations. Logistic regression models were used to estimate the odds of ED visits and hospitalizations associated with each successive risk level compared with the 45th to 50th percentiles. After stratification, 100high-risk (95th-100th percentiles) and 100 medium-risk (45th-55th percentiles) patients were randomly selected for generation of medication recommendations. Two clinical pharmacists reviewed the system-generated medication recommendations for these patients. Logistic regression models predicting 3-month utilization showed that compared with the 45th to 50th percentiles, patients in the top 1% risk percentile had ORs of 7.9 and 17.3 for ED visits and hospitalizations, respectively. The first 5 high-priority medications on each patient's medication list were associated with a mean (SD) of 6.65 (4.09) warnings. Of 1290 warnings reviewed, 1151 (89.2%) were assessed as correct. The FeelBetter system effectively stratifies older patients with multimorbidity at risk of ED use and hospitalizations. Medication recommendations provided by the system are largely accurate and can potentially be beneficial for patient care.

Healthcare utilization 9 months pre- and post- COVID-19 hospitalization among patients discharged alive.

Emerging evidence suggests that there is an increase in healthcare utilization (HCU) in patients due to Coronavirus Disease 2019 (COVID-19). We investigated the change in HCU pre and post hospitalization among patients discharged home from COVID-19 hospitalization for up to 9 months of follow up. This retrospective study from a United States cohort used Optum® de-identified Clinformatics Data Mart; it included adults discharged home post hospitalization with primary diagnosis of COVID-19 between April 2020 and March 2021. We evaluated HCU of patients 9 months pre and post -discharge from index hospitalization. We defined HCU as emergency department (ED), inpatient, outpatient (office), rehabilitation/skilled nursing facility (SNF), telemedicine visits, and length of stay, expressed as number of visits per 10,000 person-days. We identified 63,161 patients discharged home after COVID-19 hospitalization. The cohort of patients was mostly white (58.8%) and women (53.7%), with mean age 72.4 (SD± 12) years. These patients were significantly more likely to have increased HCU in the 9 months post hospitalization compared to the 9 months prior. Patients had a 47%, 67%, 65%, and 51% increased risk of ED (rate ratio 1.47; 95% CI 1.45-1.49; p < .0001), rehabilitation (rate ratio 1.67; 95% CI 1.61-1.73; p < .0001), office (rate ratio1.65; 95% CI 1.64-1.65; p < .0001), and telemedicine visits (rate ratio 1.5; 95% CI 1.48-1.54; p < .0001), respectively. We also found significantly different rates of HCU for women compared to men (women have higher risk of ED, rehabilitation, and telemedicine visits but a lower risk of inpatient visits, length of stay, and office visits than men) and for patients who received care in the intensive care unit (ICU) vs those who did not (ICU patients had increased risk of ED, inpatient, office, and telemedicine visits and longer length of stay but a lower risk of rehabilitation visits). Outpatient (office) visits were the highest healthcare service utilized post discharge (64.5% increase). Finally, the risk of having an outpatient visit to any of the specialties studied significantly increased post discharge. Interestingly, the risk of requiring a visit to pulmonary medicine was the highest amongst the specialties studied (rate ratio 3.35, 95% CI 3.26-3.45, p < .0001). HCU was higher after index hospitalization compared to 9 months prior among patients discharged home post-COVID-19 hospitalization. The increases in HCU may be driven by those patients who received care in the ICU.

Concurrent Prescription Fills of Opioids and Benzodiazepines Among Postpartum Women During COVID-19

IntroductionConcurrent prescribing of opioids and benzodiazepines is associated with increased risk of Emergency Department (ED) visits and overdose. Postpartum women commonly receive opioids for pain following delivery and are at risk for postpartum depression/anxiety. While prior research finds increases in opioid prescribing and symptoms of depression/anxiety during COVID-19, concurrent prescribing among postpartum women has not been examined in the context of COVID-19. MethodsUsing data from a large sample of privately insured postpartum women (n=514,120), we compared concurrent prescription fills of opioids and benzodiazepines before March 1, 2020 and after March 1, 2020. Primary outcome variables measured whether a patient ever filled concurrent opioid and benzodiazepine prescriptions and the number of concurrent prescription fills per patient in the six months following delivery. ResultsRoughly 46.4% of postpartum women filled an opioid prescription, 2.4% filled a benzodiazepine prescription, and 1.2% of women filled a concurrent prescription. Among postpartum women filling a benzodiazepine prescription, 50.7% filled a concurrent opioid prescription. The number of concurrent fills among postpartum women significantly increased during the early period of COVID-19. On average, postpartum women filled 0.009 more concurrent prescriptions than expected based on the preexisting trend, representing a 22.0% increase in the number of concurrent prescriptions relative to the sample mean. ConclusionsConcurrent prescribing of opioids and benzodiazepines places postpartum women at higher risk of ED visits and overdose. To reduce the harms associated with concurrent prescribing, clinicians should carefully consider whether opioids and/or benzodiazepines are clinically necessary for treatment and consult their state Prescription Drug Monitoring Program (PDMP) prior to prescribing these medications.

Association of Psychiatric Emergency Visits and Warm Ambient Temperature during Pregnancy: A Time-Stratified Case-Crossover Study.

Acute exposure to high ambient temperature and heat waves during the warm season has been linked with psychiatric disorders. Emerging research has shown that pregnant people, due to physiological and psychological changes, may be more sensitive to extreme heat, and acute exposure has been linked to increased risk of pregnancy complications; however, few studies have examined psychiatric complications. Our objective was to examine the association between acute exposure to warm ambient temperatures and emergency department (ED) visits for mental disorders during pregnancy. A time-stratified case-crossover design with conditional logistic regression was performed on psychiatric ED visits for pregnant patients in North Carolina, from May to September 2016 to 2019. Daily average ambient temperature was the main exposure and was linked to daily visits by maternal zip code of residence for prenatal mood and anxiety disorders (PMAD), severe mental illness (SMI), mental disorder of pregnancy (MDP), suicidal thoughts (SUIC), and any psychiatric disorder (Any). Effect modification by trimester, residential segregation, economic segregation, urbanicity, and availability of greenspace was also investigated. Each increase in same-day exposure to warm ambient temperature on case days was associated with an increase in incidence rate ratio (IRR) for any psychiatric disorder [IRR = 1.07; 95% confidence interval (CI): 1.01, 1.14] including anxiety (IRR = 1.14; 95% CI: 1.00, 1.30), bipolar disorder (IRR = 1.28; 95% CI: 0.98, 1.67), and suicidal thoughts (IRR = 1.28; 95% CI: 1.00, 1.65) compared to control days. In general, the associations were strongest for warm season temperatures on the same day of exposure or for temperatures averaged over the 3 or 6 d preceding the ED visit. The greatest risk of an incident ED admission for PMAD (RR = 1.20; 95% CI: 1.04, 1.39), particularly for anxiety (RR = 1.30; 95% CI: 1.07, 1.59), and any psychiatric disorder (RR = 1.17; 95% CI: 1.07, 1.28) occurred following cumulative exposure to hot temperatures the week before admission. Higher psychiatric burden from temperature was observed in urban areas and on extreme heat days. For this pregnant population in the southeastern United States, short-term exposure to high ambient temperatures during the warm season was associated with a greater risk of ED visits for an array of psychiatric disorders. Findings show that climate-related increases in ambient temperature may contribute to psychiatric morbidity in pregnant people. https://doi.org/10.1289/EHP13293.

Emergency department visits and hospital readmissions after a deprescribing intervention among hospitalized older adults.

Deprescribing is the planned/supervised method of dose reduction or cessation of medications that might be harmful, or no longer be beneficial. Though benefits of deprescribing are debatable in improving clinical outcomes, it has been associated with decreased number of potentially inappropriate medications, which may potentially reduce the risk of adverse events among hospitalized older adults. With unclear evidence for deprescribing in this population, this study aimed to examine time-to-first unplanned healthcare utilization, which included 90-day emergency department (ED) visits or hospital readmission and associated predictors, during a deprescribing intervention. A secondary data analysis of a clinical trial (Shed-MEDS NCT02979353) was performed. Cox regression was used to compare the time-to-first 90-day ED visit/readmission/death from hospital discharge for the intervention and control groups. Additionally, we performed exploratory analysis of predictors (comorbidities, functional health status, drug burden index (DBI), hospital length of stay, health literacy, food insecurity, and financial burden) associated with the time-to-first 90-day ED visit/readmission/death. The hazard of first 90-day ED visits/readmissions/death was 15% lower in the intervention versus the control group (95% CI: 0.61-1.19, p = 0.352, respectively); however, this difference was not statistically significant. For every additional number of comorbidities (Hazard ratio (HR): 1.12, 95% CI: 1.04-1.21) and each additional day of hospital length of stay (HR: 1.04, 95% CI: 1.01-1.07) were significantly associated with a higher hazard of 90-day ED visit/readmission/death in the intervention group; whereas for each unit of increase in pre-hospital DBI score (HR: 1.08 and HR 1.16, respectively) was significantly associated with a higher hazard of 90-day ED visit/readmission/death in the control group. The intervention and control groups had comparable time-to-first 90-day ED visit/readmission/death during a deprescribing intervention. This finding suggests that deprescribing did not result in a higher risk of ED visit/readmission/death during the 90-day period following hospital discharge.

Severe Maternal Morbidity and Mental Health Hospitalizations or Emergency Department Visits

Severe maternal morbidity (SMM) can have long-term health consequences for the affected mother. The association between SMM and future maternal mental health conditions has not been well studied. To assess the association between SMM in the first recorded birth and the risk of hospitalization or emergency department (ED) visits for a mental health condition over a 13-year period. This population-based retrospective cohort study used data from postpartum individuals aged 18 to 55 years with a first hospital delivery between 2008 and 2021 in 11 provinces and territories in Canada, except Québec. Data were analyzed from January to June 2023. SMM, defined as a composite of conditions, such as septic shock, severe preeclampsia or eclampsia, severe hemorrhage with intervention, or other complications, occurring after 20 weeks' gestation and up to 42 days after a first delivery. The main outcome was a hospitalization or ED visit for a mental health condition, including mood and anxiety disorders, substance use, schizophrenia, and other psychotic disorder, or suicidality or self-harm event, arising at least 43 days after the first birth hospitalization. Cox regression models generated hazard ratios with 95% CIs, adjusted for baseline maternal comorbidities, maternal age at delivery, income quintile, type of residence, hospital type, and delivery year. Of 2 026 594 individuals with a first hospital delivery, 1 579 392 individuals (mean [SD] age, 30.0 [5.4] years) had complete ED and hospital records and were included in analyses; among these, 35 825 individuals (2.3%) had SMM. Compared with individuals without SMM, those with SMM were older (mean [SD] age, 29.9 [5.4] years vs 30.7 [6.0] years), were more likely to deliver in a teaching tertiary care hospital (40.8% vs 51.1%), and to have preexisting conditions (eg, ≥2 conditions: 1.2% vs 5.3%), gestational diabetes (8.2% vs 11.7%), stillbirth (0.5% vs 1.6%), preterm birth (7.7% vs 25.0%), or cesarean delivery (31.0% vs 54.3%). After a median (IQR) duration of 2.6 (1.3-6.4) years, 1287 (96.1 per 10 000) individuals with SMM had a mental health hospitalization or ED visit, compared with 41 779 (73.2 per 10 000) individuals without SMM (adjusted hazard ratio, 1.26 [95% CI, 1.19-1.34]). In this cohort study of postpartum individuals with and without SMM in pregnancy and delivery, there was an increased risk of mental health hospitalizations or ED visits up to 13 years after a delivery complicated by SMM. Enhanced surveillance and provision of postpartum mental health resources may be especially important after SMM.

Assessment of census-tract level socioeconomic position as a modifier of the relationship between short-term PM2.5 exposure and cardiovascular emergency department visits in Missouri

IntroductionAmbient particulate matter ≤ 2.5 µm in aerodynamic diameter (PM2.5) exposure elevates the risk for cardiovascular disease morbidity (CVDM). The aim of this study is to characterise which area-level measures...

Warm season ambient ozone and children's health in the USA.

Over 120 million people in the USA live in areas with unsafe ozone (O3) levels. Studies among adults have linked exposure to worse lung function and higher risk of asthma and chronic obstructive pulmonary disease (COPD). However, few studies have examined the effects of O3 in children, and existing studies are limited in terms of their geographic scope or outcomes considered. We leveraged a dataset of encounters at 42 US children's hospitals from 2004-2015. We used a one-stage case-crossover design to quantify the association between daily maximum 8-hour O3 in the county in which the hospital is located and risk of emergency department (ED) visits for any cause and for respiratory disorders, asthma, respiratory infections, allergies and ear disorders. Approximately 28 million visits were available during this period. Per 10 ppb increase, warm-season (May through September) O3 levels over the past three days were associated with higher risk of ED visits for all causes (risk ratio [RR]: 0.3% [95% confidence interval (CI): 0.2%, 0.4%]), allergies (4.1% [2.5%, 5.7%]), ear disorders (0.8% [0.3%, 1.3%]) and asthma (1.3% [0.8%, 1.9%]). When restricting to levels below the current regulatory standard (70 ppb), O3 was still associated with risk of ED visits for all-cause, allergies, ear disorders and asthma. Stratified analyses suggest that the risk of O3-related all-cause ED visits may be higher in older children. Results from this national study extend prior research on the impacts of daily O3 on children's health and reinforce the presence of important adverse health impacts even at levels below the current regulatory standard in the USA.

Clinical outcomes associated with antidepressant use in inflammatory bowel disease patients and a matched control cohort

Antidepressant medications (AMs) are frequently used in inflammatory bowel disease (IBD). Many AMs enhance serotonin (5-HT) availability, but this phenomenon may actually worsen IBD. We hypothesized that use of 5-HT-enhancing AMs would be associated with poor clinical outcomes in these disorders. We performed a retrospective cohort study using the Merative Health Marketscan® commercial claims database between 1/1/05 and 12/31/14. Participants (18–63 years) were either controls or had ≥ 2 ICD-9 diagnoses for IBD with ≥ 1 year of continuous insurance enrollment before index diagnosis and 2 years after. We identified new AM prescriptions using the medication possession ratio. Primary outcomes were corticosteroid use (IBD-only), IBD-related complication (IBD-only), IBD-related surgery (IBD-only), hospitalization, and emergency department (ED) visit(s) within 2 years of diagnosis or starting AM. We calculated adjusted hazard ratios (aHRs) in IBD AM users (for each outcome). We also performed subgroup analyses considering IBD and AM subtype. In the IBD cohort (n = 29,393, 41.4% female; 42.2%CD), 5.2% used AMs. In IBD, AM use was independently associated with corticosteroid use, ED visits, and hospitalizations, but not IBD-related complications. AM use was associated with a decreased risk of surgery. In the control cohort (n = 29,393, 41.4% female), AM use was also independently associated with ED visits and hospitalizations, and there was an increased likelihood of these two outcomes compared to the IBD cohort. In conclusion, while AM use was independently associated with an increased risk of ED visits and hospitalization in IBD, these risks were statistically more common in a matched control cohort. Additionally, AM use was associated with reduced risk of surgery in IBD, demonstrating a potential protective role in this setting.

Non-adherence to COPD medications and its association with adverse events: A longitudinal population based cohort study of older adults

ObjectiveTo determine the association between non-adherence to long term chronic obstructive pulmonary disease (COPD) medications and COPD related emergency department (ED) visits and hospitalizations in patients with incident COPD, utilizing time varying measures of adherence as well as accounting for time-varying confounding impacted by prior adherence. Study design and settingWe conducted a population-based retrospective cohort study between 2007–2017 among individuals aged 66 years and older with incident COPD using multiple linked administrative health databases from the province of Ontario, Canada. Adherence to COPD medications was measured using time varying proportion of days covered based on insurance claims for medications dispensed at community pharmacies. The parametric g-formula was used to assess the association between time-varying adherence (in the last 90-days) to COPD medications and risk of COPD related hospitalizations and ED visits while accounting for time varying confounding by COPD severity. ResultsOverall, 60,251 individuals with incident COPD were included; mean age was 76 (SD 7) and 59% were male. Mean adherence over the entire follow-up was 23% (SD 0.3). There were 7248 (12%) COPD related ED visits (2.8 events per 100 person years [PY]) and 9188 (15%) COPD related hospitalizations (3.5 events per 100 PY). Compared to those with 0% 90-day adherence, those with adherence between 1–33% had a 19% decreased risk of COPD related ED visits (adjusted risk ratio[aRR]:0.81, 95% confidence interval [CI]:0.78–0.83), those with adherence between 34%−67% had a 18% decreased risk (aRR: 0.82, 95% CI: 0.77–0.85) while those with 68%−100% 90-day adherence had a 63% increased risk of COPD related ED visits (aRR: 1.63, 95% CI: 1.47–1.78). Nearly identical results were obtained for COPD specific hospitalizations. ConclusionAfter accounting for time varying confounding by COPD severity, the highest time varying 90-days adherence was associated with an increased risk of both COPD related ED visits and hospitalizations compared to the lowest adherence categories. Differences in COPD severity between adherence categories, perception of need for medication management in the higher adherence categories, and potential residual confounding makes it difficult to disentangle the independent effects of adherence from the severity of the condition itself.