Risk Of Emergency Department Visits Research Articles

Clinical Outcomes of Revision Lumbar Fusion in the Aging Population

Study Design. Retrospective Cohort Objective. To examine the profile of older patients undergoing revision lumbar fusion and to evaluate the impact that advancing age may have on outcomes following revision lumbar fusion. Summary of Background Data. The proportion of older patients undergoing revision lumbar fusion is increasing, however, the benefit of revision lumbar fusion in an aging demographic is not well documented. Methods. Patients aged 55+ who underwent revision lumbar between 2011 and 2022 were included and were stratified into age groups: 55-64, 65-74, and 75+. Primary outcomes consisted of postoperative emergency department (ED) visits, 30- and 90-day readmissions, all-cause reoperations, and the need for secondary revisions. Secondary outcomes included patient-reported outcome measures (PROMs) obtained preoperatively, and at three months and one year postoperatively. Results. A total of 914 patients were included: 55-64 years (n=512, mean: 61.1 years), 65-74 years (n=296, mean:69.1 years), and 75+ (n=106, mean:78.9 years). Adjacent segment disease as a revision indication significantly increased with age(P=0.001). A circumferential approach was used most (N=200, 39.7%) in patients 55-64, while a posterior-only approach was used in 86.3% of patients 75+(P<0.001). Levels decompressed increased with age, from 1.67 in the youngest group to 2.04 in the oldest (P<0.001). The number of levels fused showed no significant difference (P=0.068). 90-day readmissions and the need for secondary revisions did not vary by age. Age groups were not independently associated with ΔPROMs at one year, but the oldest groups continued to experience improvement in PROMs in line with their younger counterparts. Conclusion. Patients 75 years and older derive similar benefits from revision lumbar fusion compared to their younger counterparts with no increased risk of ED visits, readmissions, or reoperations. Clinicians should be advised that there remains significant value in revising older patients when indicated. Level of Evidence. 3

Smokeless tobacco use is associated with a lower risk of perioperative complications and revision surgery after anatomic and reverse total shoulder arthroplasty compared to cigarette smokers

BackgroundNo prior study has separated the effects of smokeless tobacco from traditional cigarettes in patients undergoing anatomic total shoulder (aTSA) and reverse total shoulder arthroplasty (rTSA). Therefore, the purpose of this study was to evaluate the effects of smokeless tobacco on postoperative outcomes after aTSA and rTSA. MethodsA retrospective cohort study utilizing a large insurance database was conducted. Patients undergoing primary TSA with a minimum two-year follow-up were included. Smokeless tobacco only users, cigarette only users, and nontobacco users were propensity score matched based on demographic variables and comorbidities. Postoperative medical complications and surgery-specific complications were compared among groups. Patient groups were further stratified by surgical technique: aTSA or rTSA. Multivariable logistic regressions were employed to account for confounding variables. ResultsSmokeless tobacco use was not associated with increased risk of complications after TSA compared to nonusers. Cigarette use was associated with an increased risk of pneumonia (OR: 1.20), wound dehiscence (OR: 1.39), emergency department (ED) visits (OR: 1.40), and readmissions (OR: 1.12) within 90 days as well as infection (OR: 1.21), aseptic loosening (OR: 1.28), dislocation (OR: 1.27), fracture (OR: 1.30), and revision surgery (OR: 1.19) within 2 years compared to nonusers. After separating by surgical technique, smokeless tobacco use, after aTSA was associated with fewer 90-day ED visits (OR: 0.52), while cigarette only use was associated with increased risk of rotator cuff tear (OR: 1.17) and fracture (OR: 1.88) within two years compared to nonusers. Compared to cigarette smokers, smokeless tobacco users had significantly decreased risk of ED visits (OR: 0.40) within 90 days and implant removal (OR: 0.13) within two years of surgery. For rTSA, smokeless tobacco use was not associated with increased risk of complications compared to nonuser controls; however, cigarette use was associated with an increased risk of ED utilization (OR: 1.33) within 90 days as well as aseptic loosening (OR: 1.32) and irrigation and debridement (OR: 1.37) within two years. Smokeless tobacco use, when compared to cigarette users, was associated with significantly fewer shoulder dislocations (OR: 0.27) within two years. ConclusionSmokeless tobacco use was associated with a lower risk of complications compared to cigarette users and no difference compared to nonusers after aTSA and rTSA. These findings suggest that while all tobacco use, including smokeless tobacco and cigarettes, is best avoided prior to surgery, the risks associated with smokeless tobacco use may be less severe than those linked to cigarette smoking after aTSA and rTSA.

Socioeconomic status and emergency department visits in adults with a history of severe childhood asthma: a register-based study

ABSTRACT Background and Objective Our knowledge of socioeconomic status (SES) and emergency department (ED) visits in adults with a history of severe childhood asthma is limited. Our aim was, therefore, to investigate these variables in individuals with a history of severe childhood asthma compared to a control population. Methods The Kongsberg cohort comprises Danish individuals with a history of severe childhood asthma and a previous 4-month stay at an asthma care facility in Kongsberg, Norway, between 1950 and 1979. The cohort was compared 1:1 to sex and age matched controls with no previous diagnosis of or treatment for obstructive airway disease (OAD). Data from the national Danish health registries were used for comparing cases and controls. Results A total of 1394 adults from the Kongsberg cohort were alive and residing in Denmark (mean age 63 years, 43% females) at the index date (June 2022). A Charlson comorbidity index score of ≥1 was higher in the study cohort compared to controls (7% versus 3%) (p < 0.01). Cases had a 1.5-fold increased likelihood of having a high educational level (p < 0.001) compared to controls. Compared to the controls, cases had a higher risk of all-cause ED visits, with individuals having lower educational levels showing the highest proportion of ED visits. Furthermore, 31.2% and 22.9%, respectively, of cases and controls with high educational levels had had ED visits. Compared to controls, logistic regression analysis revealed a 1.7-fold higher risk of all-cause ED visits in cases (p < 0.001). Conclusions In adults with a history of severe childhood asthma, educational level, comorbidity burden, and risk of ED visit were higher compared to matched controls with no history of obstructive airway disease.

Gender Differences in Outcomes of Ambulatory and Hospitalized Patients With Obesity Hypoventilation Syndrome

Obesity hypoventilation syndrome (OHS) is associated with high morbidity and mortality. There are few data on whether there are gender differences in outcomes. Is female gender associated with worse outcomes in ambulatory and hospitalized patients with OHS? Post hoc analyses were performed on 2 separate OHS cohorts: (1) stable ambulatory patients from the 2 Pickwick randomized controlled trials; and (2) hospitalized patients with acute-on-chronic hypercapnic respiratory failure from a retrospective international cohort. We first conducted bivariate analyses of baseline characteristics and therapeutics between genders. Variables of interest from these analyses were then grouped into linear mixed effects models, Cox proportional hazards models, or logistic regression models to assess the association of gender on various clinical outcomes. The ambulatory prospective cohort included 300 patients (64%female), and the hospitalized retrospective cohort included 1,162 patients (58%female). For both cohorts, women were significantly older and more obese than men. Compared with men, baseline Paco2 was similar in ambulatory patients but higher in hospitalized women. In the ambulatory cohort, in unadjusted analysis, women had increased risk of emergency department visits. However, gender was not associated with the composite outcome of emergency department visit, hospitalization, or all-cause mortality in the fully adjusted model. In the hospitalized cohort, prescription of positive airway pressure was less prevalent in women at discharge. In unadjusted analysis, hospitalized women had a higher mortality at 3, 6, and 12months following hospital discharge compared with men. However, after adjusting for age, gender was not associated with mortality. Although the diagnosis of OHS is established at a more advanced age in women, gender is not independently associated with worse clinical outcomes after adjusting for age. Future studies are needed to examine gender-related health disparities in diagnosis and treatment of OHS.

Receiving home care forms and the risk for emergency department visits in community-dwelling Dutch older adults, a retrospective cohort study using national data

BackgroundOlder adults receiving home care have a higher risk of visiting the emergency department (ED) than community-dwelling older adults not receiving home care. This may result from a higher incidence of comorbidities and reduced functional autonomy in home care recipients. Since people receive different types of home care because of their different comorbidities and autonomy profiles, it is possible that distinguishing between the form of home care can help identify subpopulations with different risks for ED visits and help develop targeted interventions. This study aimed to compare the risk of visiting the ED in older adults receiving different forms of home care with those living at home without receiving home care in a national cohort in one year.MethodsA retrospective cohort study using claims data collected in 2019 on the Dutch population aged ≥ 65 years (N = 3,314,440) was conducted. Participants were classified as follows: no claimed home care (NO), household help (HH), personal care (PC), HH + PC, and nursing home care at home (NHH). The primary outcome was the number of individuals that visited the ED. Secondary outcomes were the number of individuals whose home care changed, who were institutionalized, or who died. Exploratory logistic regression was applied.ResultsThere were 2,758,093 adults in the NO group, 131,260 in the HH group, 154,462 in the PC group, 96,526 in the HH + PC group, and 34,612 in the NHH group. More ED visits were observed in the home care groups than in the NO group, and this risk increased to more than two-fold for the PC groups. There was a significant change to a more intensive form of home care, institutionalization, or death in all groups.ConclusionsDistinguishing between the form of home care older adults receive identifies subpopulations with different risks for ED visits compared with community-dwelling older adults not receiving home care on a population level. Home care transitions are frequent and mostly involve more intensive care or death. Although older adults not receiving home care have a lower risk of ED visits, they contribute most to the absolute volume of ED visits.

Revisiting the Association of ECOG Performance Status With Clinical Outcomes in Diverse Patients With Cancer.

The ECOG performance status (PS) scale was developed to support national clinical trials, but the degree to which ECOG PS predicts clinical outcomes in patient subgroups outside of clinical trials is relatively unknown. This study examined associations between ECOG PS and adverse outcomes in a diverse community oncology population. In this retrospective cohort study, demographic and clinical characteristics, including the most recent ECOG PS between January 1, 2017, and December 31, 2019, were examined for patients receiving cancer treatment within Kaiser Permanente Northern California (KPNC). Proportional hazard models were used to evaluate the effect of ECOG PS on adverse outcomes. A total of 21,730 patients were identified. Overall, most patients had an ECOG PS of 0 (42.5%) or 1 (42.5%). In multivariable analysis, an ECOG PS of 3 or 4 was associated with higher risk of 30-day emergency department visits (adjusted hazard ratio [aHR], 3.85; 95% CI, 3.47-4.26), 30-day hospitalizations (aHR, 4.70; 95% CI, 4.12-5.36), and 6-month mortality (aHR, 7.34; 95% CI, 6.64-8.11) compared with an ECOG PS of 0. Additionally, we found that upper gastrointestinal and stage IV cancers were associated with a higher risk of adverse outcomes compared with breast and stage I cancers, respectively. When adjusted for ECOG PS, African American race, Asian race, and female sex were associated with a lower risk of mortality than White race and male sex. An ECOG PS of 3 or 4 was more predictive of mortality in younger patients and those with breast cancer (P<.001). ECOG PS and upper gastrointestinal and stage IV cancers were independently associated with increased risk of emergency department visits, hospitalizations, and mortality, whereas African American and Asian race and female sex were associated with decreased risk of mortality. An ECOG PS of 3 or 4 was more predictive of an increased risk of mortality in younger patients and patients with breast cancer. These findings can enhance the use of ECOG PS for clinical decision-making and defining eligibility for clinical trials.

Impact of patient–family physician language concordance on healthcare utilisation and mortality: a retrospective cohort study of home care recipients in Ontario, Canada

IntroductionAs the world’s linguistic diversity continues to increase at an unprecedented rate, a growing proportion of patients will be at risk of experiencing language barriers in primary care settings. We...

Trends of emergency department visits for cannabinoid hyperemesis syndrome in Nevada: An interrupted time series analysis.

Cannabis-related emergency department visits have increased after legalization of cannabis for medical and recreational use. Accordingly, the incidence of emergency department visits due to cannabinoid hyperemesis syndrome in patients with chronic cannabis use has also increased. The aim of this study was to examine trends of emergency department visit due to cannabinoid hyperemesis syndrome in Nevada and evaluate factors associated with the increased risk for emergency department visit. The State Emergency Department Databases of Nevada between 2013 and 2021 were used for investigating trends of emergency department visits for cannabinoid hyperemesis syndrome. We compared patients visiting the emergency department due to cannabinoid hyperemesis syndrome with those visiting the emergency department due to other causes except cannabinoid hyperemesis and estimated the impact of cannabis commercialization for recreational use. Emergency department visits due to cannabinoid hyperemesis syndrome have continuously increased during the study period. The number of emergency department visits per 100,000 was 1.07 before commercialization for recreational use. It increased to 2.22 per 100,000 (by approximately 1.1 per 100,000) after commercialization in the third quarter of 2017. Those with cannabinoid hyperemesis syndrome were younger with fewer male patients than those without cannabinoid hyperemesis syndrome. A substantial increase in emergency department visits due to cannabinoid hyperemesis syndrome occurred in Nevada, especially after the commercialization of recreational cannabis. Further study is needed to explore factors associated with emergency department visits.

Private vs. public emergency visits for mental health due to heat: An indirect socioeconomic assessment of heat vulnerability and healthcare access, in Curitiba, Brazil

Few studies have explored the influence of socioeconomic status (SES) on the heat vulnerability of mental health (MH) patients. As individual socioeconomic data was unavailable, we aimed to fill this gap by using the healthcare system type as a proxy for SES. Brazilian national statistics indicate that public patients have lower SES than private. Therefore, we compared the risk of emergency department visits (EDVs) for MH between patients from both healthcare types. EDVs for MH disorders from all nine public (101,452 visits) and one large private facility (154,954) in Curitiba were assessed (2017–2021). Daily mean temperature was gathered and weighed from 3 stations. Distributed-lag non-linear model with quasi-Poisson (maximum 10-lags) was used to assess the risk. We stratified by private and public, age, and gender under moderate and extreme heat. Additionally, we calculated the attributable fraction (AF), which translates individual risks into population-representative burdens – especially useful for public policies. Random-effects meta-regression pooled the risk estimates between healthcare systems. Public patients showed significant risks immediately as temperatures started to increase. Their cumulative relative risk (RR) of MH-EDV was 7.5 % higher than the private patients (Q-Test 26.2 %) under moderate heat, suggesting their particular heat vulnerability. Differently, private patients showed significant risks only under extreme heat, when their RR became 4.3 % higher than public (Q-Test 6.2 %). These findings suggest that private patients have a relatively greater adaptation capacity to heat. However, when faced with extreme heat, their current adaptation means were potentially insufficient, so they needed and could access healthcare freely, unlike their public counterparts. MH patients would benefit from measures to reduce heat vulnerability and access barriers, increasing equity between the healthcare systems in Brazil. AF of EDVs due to extreme heat was 0.33 % (95%CI 0.16;0.50) for the total sample (859 EDVs). This corroborates that such broad population-level policies are urgently needed as climate change progresses.

Pragmatic Trial of Hospitalization Rate in Chronic Kidney Disease

BackgroundDespite the availability of effective therapies for patients with chronic kidney disease, type 2 diabetes, and hypertension (the kidney-dysfunction triad), the results of large-scale trials examining the implementation of guideline-directed therapy to reduce the risk of death and complications in this population are lacking.MethodsIn this open-label, cluster-randomized trial, we assigned 11,182 patients with the kidney-dysfunction triad who were being treated at 141 primary care clinics either to receive an intervention that used a personalized algorithm (based on the patient’s electronic health record [EHR]) to identify patients and practice facilitators to assist providers in delivering guideline-based interventions or to receive usual care. The primary outcome was hospitalization for any cause at 1 year. Secondary outcomes included emergency department visits, readmissions, cardiovascular events, dialysis, and death.ResultsWe assigned 71 practices (enrolling 5690 patients) to the intervention group and 70 practices (enrolling 5492 patients) to the usual-care group. The hospitalization rate at 1 year was 20.7% (95% confidence interval [CI], 19.7 to 21.8) in the intervention group and 21.1% (95% CI, 20.1 to 22.2) in the usual-care group (between-group difference, 0.4 percentage points; P=0.58). The risks of emergency department visits, readmissions, cardiovascular events, dialysis, or death from any cause were similar in the two groups. The risk of adverse events was also similar in the trial groups, except for acute kidney injury, which was observed in more patients in the intervention group (12.7% vs. 11.3%).ConclusionsIn this pragmatic trial involving patients with the triad of chronic kidney disease, type 2 diabetes, and hypertension, the use of an EHR-based algorithm and practice facilitators embedded in primary care clinics did not translate into reduced hospitalization at 1 year. (Funded by the National Institutes of Health and others; ICD-Pieces ClinicalTrials.gov number, NCT02587936.)

Female Patients Undergoing Latarjet Surgery Show Similar 2-Year Secondary Surgery Rates but Greater Risk of Emergency Department Visits Compared With a Matched Cohort of Male Patients

To evaluate sex-based differences in 30-day postoperative emergency department (ED) visits, 90-day complication rates, and 2-year secondary surgery rates after the Latarjet procedure for the treatment of recurrent shoulder instability. A national administrative claims database was used to identify patients with International Classification of Diseases, Tenth Revision (ICD-10) diagnosis codes for shoulder subluxation or dislocation on the day of first-time stabilization with the Latarjet technique between 2015 and 2021. Male patients were matched 4:1 to female patients based on age, Elixhauser Comorbidity Index (ECI) score, and body mass index class. Rates of 30-day ED visits and 90-day complications were compared between cohorts, and risk factors for ED visits were identified by multivariate regression. The incidence of secondary surgery within 2 years was compared by Kaplan-Meier analysis. Prior to matching, 1,059 male and 360 female patients met the inclusion and exclusion criteria. Subsequent 4:1 (male-to-female) matching controlling for age, ECI score, and body mass index yielded 694 male and 185 female patients who underwent the Latarjet procedure. The overall incidence of 30-day ED visits was 9.3%, with an incidence of 8.2% for male patients and 13.5% for female patients. On the basis of multivariate logistic regression, these 30-day ED visits were associated with female sex (odds ratio, 1.79; P= .029) and incrementally higher ECI scores; relative to an ECI score of 0, ECI scores of 1 to 2, 3 to 4, and 5 or greater were associated with odds ratios of 5.31 (P= .006), 8.12 (P < .001), and 12.84 (P < .001), respectively. Ninety-day complications occurred in 1.5% of the total cohort, and the incidence was not statistically different between sexes. Overall, 2-year secondary surgery rates were similar between male and female patients (5.1% and 6.7%, respectively; P= .4). Female patients undergoing the Latarjet procedure for recurrent shoulder instability showed similar 90-day complication and 2-year secondary surgery rates to a matched cohort of male patients. Female sex, along with ECI score, however, was associated with a greater rate of 30-day ED visits. Level III, retrospective comparative case series.

A stronger association of mental disorders with smaller particulate matter and a modifying effect of air temperature

Mental disorders (MDs) can be triggered by adverse weather conditions and particulate matter (PM) such as PM2.5 and PM10 (aerodynamic diameter ≤2.5 μm and ≤10 μm). However, there is a dearth of evidence on the role of smaller PM (e.g. PM1, aerodynamic diameter ≤1 μm) and the potential modifying effects of weather conditions. We aimed to collect daily data on emergency department visits and hospitalisations for schizophrenia-, mood-, and stress-related disorders in a densely populated Chinese city (Hefei) between 2016 and 2019. A time-stratified case-crossover analysis was used to examine the short-term association of MDs with PM1, PM2.5, and PM10. The potential modifying effects of air temperature conditions (cold and warm days) were also explored. The three size-fractioned PMs were all associated with an increased risk of MDs; however, the association differed between emergency department visit and hospitalisation. Specifically, PM1 was primarily associated with an increased risk of emergency department visit, whereas PM2.5 was primarily associated with an increased risk of hospitalisation, and PM10 was associated with an increased risk of both emergency department visit and hospitalisation. The PM-MD association appeared to be greatest (although not significant) for PM1 (odds ratio range: 1.014–1.055), followed by PM2.5 (odds ratio range: 1.001–1.009) and PM10 (odds ratio range: 1.001–1.006). Furthermore, the PM-MD association was observed on cold days; notably, the association between PM and schizophrenia-related disorders was significant on both cold and warm days. Our results suggest that the smaller the PM, the greater the risk of MDs, and that the PM-MD association could be determined by air temperature conditions.

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.

Impacts of regular physical activity on hospitalisation in chronic obstructive pulmonary disease: a nationwide population-based study

IntroductionStudies that comprehensively evaluate the association between physical activity (PA) levels, particularly by quantifying PA intensity, and healthcare use requiring emergency department (ED) visit or hospitalisation in patients with chronic...

Effect of a transitional care model following hospitalization for heart failure: 3-year outcomes of the Patient-Centered Care Transitions in Heart Failure (PACT-HF) randomized controlled trial.

Patients are at high risk of death or readmission following hospitalization for heart failure (HF). We tested the effect of a transitional care model that included month-long nurse-led home visits and long-term heart function clinic visits - with services titrated to estimated risk of clinical events - on 3-year outcomes following hospitalization. In a pragmatic, stepped-wedge cluster randomized trial, 10 hospitals were randomized to the intervention versus usual care. The primary outcome was a composite of all-cause death, readmission, or emergency department (ED) visit. Secondary outcomes included components of the primary composite outcomes, HF readmissions and healthcare resource utilization. There were 2494 patients (50.4% female) with mean age of 77.7 years. The primary outcome was reached in 1040 (94.2%) patients in the intervention and 1314 (94.5%) in the usual care group at 3 years. The intervention did not reduce the risk of the primary composite outcome (hazard ratio [HR] 0.92, 95% confidence interval [CI] 0.81-1.05) nor the component outcomes overall, although numerically reduced the risk of ED visits in women but not men (HR 0.79, 95% CI 0.63-1.00 vs. HR 0.98, 95% CI 0.80-1.19; sex-treatment interaction p = 0.23). The uptake of guideline-directed medical therapy was no different with the intervention than with usual care, with the exception of sacubitril/valsartan, which increased with the intervention (3.3% vs 1.5%; relative risk 6.2, 95% CI 1.92-20.06). More than 9 of 10 patients hospitalized for HF experienced all-cause death, readmission, or ED visit at 3 years. A transitional care model with services titrated to risk did not improve the composite of these endpoints, likely because there were no major differences in uptake of medical therapies between the groups. ClinicalTrials.gov Identifier NCT02112227.

ON THE FRONTLINES: TRAINING A DEMENTIA CAREGIVING WORKFORCE IN CALIFORNIA

Abstract Direct care workers who provide in-home care – such as caregivers hired by consumers of California’s Medicaid-funded In-Home Supportive Services (IHSS) program – are well positioned to observe changes in their consumer’s cognition, health, or behaviors. This proximity to consumers better allows for reporting to healthcare partners, which may reduce risk of emergency department visits, hospitalizations, and other adverse outcomes that are disproportionately high among people living with Alzheimer’s disease and related dementias (ADRD). Despite their vital role in supporting people living with ADRD, IHSS caregivers receive minimal formal training for their unique position. To address this training gap, the IHSS+ ADRD Training Project is a five-year effort funded by the California Department of Public Health to train 720 IHSS caregivers in Alameda and Los Angeles counties, with classes in English, Spanish, Cantonese, and Mandarin. To date, 582 IHSS caregivers have been trained. Using a pre-posttest design, our preliminary findings indicate statistically significant increases in dementia knowledge and self-efficacy that could bolster caregiver’s skills. These results also reveal that IHSS caregivers value training opportunities to better support their consumers. Correlations between caregiver training outcomes and healthcare utilization patterns of their consumers were further examined by evaluating administrative data before and after the training. The results need to be further understood in the context of COVID-19 and the ADRD illness trajectory. Implications include expanding long-term funding for multi-week training programs, which aligns with the California Master Plan for Aging’s goal to support and create one million high-quality caregiving jobs by 2030.

Health Care Utilization After Nonfatal Firearm Injuries.

Despite the high incidence of firearm injuries, little is known about health care utilization after nonfatal childhood firearm injuries. This study aimed to describe health care utilization and costs after a nonfatal firearm injury among Medicaid and commercially insured youth using a propensity score matched analysis. We conducted a propensity score matched cohort analysis using 2015 to 2018 Medicaid and Commercial Marketscan data comparing utilization in the 12-months post firearm injury for youth aged 0 to 17. We matched youth with a nonfatal firearm injury 1:1 to comparison noninjured youth on demographic and preindex variables. Outcomes included inpatient hospitalizations, emergency department (ED) visits, and outpatient visits as well as health care costs. Following propensity score matching, regression models estimated relative risks of the health care utilization outcomes, adjusting for demographic and clinical covariates. We identified 2110 youth with nonfatal firearm injury. Compared with matched noninjured youth, firearm injured youth had a 5.31-fold increased risk of inpatient hospitalization (95% confidence interval [CI] 3.93-7.20), 1.49-fold increased risk of ED visit (95% CI 1.37-1.62), and 1.06-fold increased risk of outpatient visit (95% CI 1.03-1.10) 12-months postinjury. Adjusted 12-month postindex costs were $7581 (95% CI $7581-$8092) for injured youth compared with $1990 (95% CI $1862-2127) for comparison noninjured youth. Youth who suffer nonfatal firearm injury have a significantly increased risk of hospitalizations, ED visits, outpatient visits, and costs in the 12 months after injury when compared with matched youth. Applied to the 11 258 US youth with nonfatal firearm injuries in 2020, estimates represent potential population health care savings of $62.9 million.

Exposure to hourly ambient air pollutants and risk of emergency department visits for asthma: A multicenter time-stratified case-crossover analysis

BackgroundExposure to daily ambient air pollutants has been linked with increased risk of asthma morbidity and mortality. However, the association between exposure to air pollution and risk of emergency department (ED) visits for asthma on an hourly level remains unclear. MethodsWe conducted a time-stratified case-crossover design and included a total of 121,112 asthma ED visits from 11 hospitals in three cities located in Zhejiang province, China, between January 1, 2016 and September 30, 2021. We used conditional logistic regressions combined with a distributed lag linear model to estimate the association between risk of asthma ED visits and hourly exposure to fine particulate matter (PM2.5), respirable particulate matter (PM10), nitrogen dioxide (NO2), sulfur dioxide (SO2), ozone (O3), and carbon monoxide (CO) after adjusted for meteorological factors and public holiday. ResultsHourly exposure to PM2.5, PM10, NO2, SO2, and CO was associated with an increased risk of asthma ED visits. This association was most pronounced in the concurrent hour of exposure (lag 0 h), rapidly attenuated over a period of 3–12 h, and diminished thereafter. Each interquartile range increase in air pollutant over 0–72 h was associated with increased risk of asthma ED visits by 7.0% (95% confidence interval [CI]: 5.4%, 8.6%) for PM2.5, 6.7% (95% CI: 5.1%, 8.2%) for PM10, 18.1% (95% CI: 15.4%, 21.0%) for NO2, 6.5% (95% CI: 4.8%, 8.2%) for SO2, and 7.4% (95% CI: 5.6%, 9.1%) for CO. ConclusionOur findings suggest that hourly exposure to PM2.5, PM10, NO2, SO2, and CO, but not O3, is associated with increased risk of ED visits for asthma shortly after exposure.

Innovation in direct care worker training: preparing a workforce to provide in‐home care to older adults living with Alzheimer’s disease and related dementias

AbstractDirect care workers who provide in‐home care – such as caregivers hired by consumers of California’s Medicaid‐funded In‐Home Supportive Services (IHSS) program – are well positioned to observe changes in their consumer’s cognition, health, or behaviors to report to family members and healthcare partners, thereby helping to reduce risk of emergency department visits, avoidable hospitalizations, and other adverse outcomes that are disproportionately high among people living with Alzheimer’s disease and related dementias (ADRD) (Alzheimer’s Association, 2023). Despite their vital role in supporting people living with ADRD, direct care workers receive low wages and minimal training or supportive supervision. Strengthening the dementia care workforce is a public health priority; failure to do so will add health, social, and economic burdens to individuals, families, and society (American Public Health Association, 2020). An innovative initiative to bolster the direct care workforce is the IHSS+ADRD Training Project, which provides a 10‐week, instructor‐led, competency‐based, online training in English, Spanish, and Cantonese. The goal is to train 600 IHSS caregivers in Alameda County, California between 2020‐2024. We use a quasi‐experimental, longitudinal design to evaluate outcomes. Pre‐training, post‐training, and 3‐month follow‐up surveys are used to compare changes in IHSS caregivers’ dementia knowledge and self‐efficacy. Administrative records pulled one‐year before and after training are used to compare healthcare utilization patterns of IHSS consumers whose caregiver completed the training. This poster presents updated preliminary results from an analytic sample of 165 IHSS caregivers and consumers for whom we have complete follow‐up data to‐date. Dementia knowledge and self‐efficacy significantly increased at post‐training (p≤ 0.05), with trends suggesting retention at follow‐up. Most IHSS caregivers were very satisfied with the training (83%). Healthcare utilization data followed expected trends given COVID‐19 pandemic protocols in Alameda County. These results reveal promising signs that direct care workers do value training opportunities to better support consumers at home; however, the results need to be further understood in the context of COVID‐19 and the ADRD illness trajectory. Implications include replicating this training to other counties and beyond California to help meet the estimated 1.2 million additional direct care workers needed in the U.S. by 2030 (PHI, 2022).

Machine learning-based prediction model for emergency department visits using prescription information in community-dwelling non-cancer older adults

Older adults are more likely to require emergency department (ED) visits than others, which might be attributed to their medication use. Being able to predict the likelihood of an ED visit using prescription information and readily available data would be useful for primary care. This study aimed to predict the likelihood of ED visits using extensive medication variables generated according to explicit clinical criteria for elderly people and high-risk medication categories by applying machine learning (ML) methods. Patients aged ≥ 65 years were included, and ED visits were predicted with 146 variables, including demographic and comprehensive medication-related factors, using nationwide claims data. Among the eight ML models, the final model was developed using LightGBM, which showed the best performance. The final model incorporated 93 predictors, including six sociodemographic, 28 comorbidity, and 59 medication-related variables. The final model had an area under the receiver operating characteristic curve of 0.689 in the validation cohort. Approximately half of the top 20 strong predictors were medication-related variables. Here, an ED visit risk prediction model for older people was developed and validated using administrative data that can be easily applied in clinical settings to screen patients who are likely to visit an ED.