Large Academic Medical Center Research Articles

Food Insecurity Prevalence and Risk Factors at a Large Academic Medical Center in Michigan

Health care systems are increasingly adopting methods to screen for and integrate food insecurity and other social risk factors into electronic health records. However, there remain knowledge gaps regarding the cumulative burden of food insecurity in large clinical settings, which patients are most at risk, and the extent to which patients are interested in social assistance through their health care system. To evaluate the 5-year prevalence and associated risk factors of food insecurity among adult primary care patients, and to examine factors associated with patients' interest in social assistance among those with food insecurity. This cross-sectional analysis of a retrospective cohort study took place at a tertiary care academic medical center (encompassing 20 primary care clinics) in Michigan. Participants included adult patients who completed screening for social risk factors between August 1, 2017, and August 1, 2022. Data analysis was performed from November 2022 to June 2023. Food insecurity was assessed using the Hunger Vital Sign. The primary outcome was patients' interest in social assistance, and associated factors were examined using multivariate logistic regression models, adjusting for patients' demographic and health characteristics. Over the 5-year period, 106 087 adult primary care patients (mean [SD] age, 52.9 [17.9] years; 61 343 women [57.8%]) completed the standardized social risk factors questionnaire and were included in the analysis. The overall prevalence of food insecurity was 4.2% (4498 patients), with monthly trends ranging from 1.5% (70 positive screens) in August 2018 to 5.0% (193 positive screens) in June 2022. Food insecurity was significantly higher among patients who were younger, female, non-Hispanic Black or Hispanic, unmarried or unpartnered, and with public health insurance. Food insecurity was significantly associated with a higher cumulative burden of social needs, including social isolation, medical care insecurity, medication nonadherence, housing instability, and lack of transportation. Only 20.6% of patients with food insecurity (927 patients) expressed interest in social assistance. Factors associated with interest in social assistance including being non-Hispanic Black, unmarried or unpartnered, a current smoker, and having a higher burden of other social needs. In this retrospective cohort study, the overall prevalence of food insecurity was 4.2%, of whom approximately 1 in 5 patients with food insecurity expressed interest in assistance. This study highlights ongoing challenges in ensuring all patients complete routine social determinants of health screening and gaps in patients' interest in assistance for food insecurity and other social needs through their health care system.

Patient-perceived understanding of home-going medication with transitions of care services at a pediatric institution

BackgroundTransitions of care (TOC) is the coordination and continuity of health care as a patient transfers between different settings. This can include a wide range of services, such as medication reconciliation, patient counseling, bedside delivery of medications, and others that meet individual patient needs. In the pediatric population, patients are at increased risk of potential medication errors and subsequent harm owing to reduced patient and caregiver health literacy, limited dosage form availability, and errors in medication administration. The use of TOC services at the time of hospital discharge in this population has the potential to make a positive impact on patient safety and the treatment of medical conditions. ObjectivesThe primary objective of this study was to determine whether patient-perceived understanding of home-going medications was greater in patients and/or caregivers who received medication bedside delivery and education from a pharmacy-led TOC service at a large pediatric academic medical center. The secondary objective was to determine whether the primary practice area of the pharmacist providing medication education led to changes in understanding of home-going medication(s). MethodsUsing institution-wide, patient satisfaction surveys from January 1, 2021, to December 31, 2021, patient and caregiver responses were queried for 2 questions about home-going medications, relating to the understanding of administration and the potential adverse effects. Patients were divided into 2 groups depending on TOC services received, as documented in the electronic medical record (EMR). Survey responses for each of the 2 questions were categorized as top-box percentage by study group. Hypothesis testing between study groups for the primary and secondary outcomes were conducted using chi-squared tests at an alpha of 0.05. Statistical analyses were conducted using SAS version 9.4. ResultsOf the 1159 patients included in the study, 441 received TOC services, deemed the intervention group, and 718 did not receive TOC services, deemed the control group. When the intervention and control group were asked about understanding of medication administration, 96.37% versus 93.18% of patients (P = 0.007) gave the most favorable response of “yes, definitely,” respectively. Furthermore, 78.51% versus 77.44% of patients (P = 0.053) gave the most favorable response when asked about understanding potential medication adverse effects, respectively. ConclusionPatients receiving TOC services by a member of the pharmacy team had a greater score for understanding of both medication administration and adverse effects. Furthermore, this greater score was consistent among the education provided by the inpatient and outpatient pharmacist.

Abstract 4797: Impact of COVID-19 pandemic on breast cancer screening and diagnosis stage in a large midwestern United States academic medical center

Abstract Background: Access to breast cancer screening mammogram services decreased in association with the COVID-19 pandemic. There is also evidence for increases in late-stage breast cancer diagnoses. Our objectives were to determine: 1) the COVID-19-affected period on mammogram screening, 2) the proportion of pandemic-associated missed or delayed mammogram screening visits overall and by race/ethnicity and age group, and 3) evidence for pandemic-associated shifts in diagnosis stage. Methods: Screening mammogram encounter data between 1-1-2019 and 12-31-2022 were extracted from EPIC for females ≥ 40 years old for the screening analysis. We used Bayesian state space models to describe weekly screening mammogram counts, modeling an interruption that phased in and out from 3-1-2020 to 9-1-2020. We used the posterior predictive distribution to simulate differences between a predicted, uninterrupted process and the observed screening mammogram counts. Breast cancer diagnoses at ≥ 21 years from the tumor registry between 12-1-2018 and 11-30-2021 were included in the stage analysis. We used logistic regression models to estimate late-stage diagnosis odds comparing matched three-month periods during the pandemic to before the pandemic. Results: A total of 319,492 encounters among 146,644 women were included. Model-estimated screening mammograms dropped by 98.8% (95% CI 95.1 to 100) between 3-15-2020 and 5-24-2020, returning to pre-pandemic levels or higher after this period. Drops in screening mammogram encounters did not vary significantly by race/ethnicity or age group (p > .75). Among 4,669 breast cancer diagnoses, we found no significant differences in the odds of late-stage diagnoses for any period vs. the same period before the pandemic (Table). Conclusions: These data suggest a short-term pandemic effect on screening mammograms. Evidence for increases in late-stage diagnoses is limited. These results may inform future pandemic planning. OR (95% CI) Period comparison 1.19 (0.74 to 1.91) 3/2020 to 5/2020 vs. 3/2019 to 5/2019 1.05 (0.69 to 1.60) 6/2020 to 8/2020 vs. 6/2019 to 8/2019 1.14 (0.73 to 1.78) 9/2020 to 11/2020 vs. 9/2019 to 11/2019 0.92 (0.60 to 1.41) 12/2020 to 2/2021 vs. 12/2019 to 2/2020 1.08 (0.71 to 1.65) 3/2021 to 5/2021 vs. 3/2019 to 5/2019 0.89 (0.59 to 1.33) 6/2021 to 8/2021 vs. 6/2019 to 8/2019 1.31 (0.84 to 2.04) 9/2021 to 11/2021 vs. 9/2019 to 11/2019 Citation Format: Kimberly J. Johnson, RJ Waken, Caitlin P. O'Connell, Derek Brown. Impact of COVID-19 pandemic on breast cancer screening and diagnosis stage in a large midwestern United States academic medical center [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2024; Part 1 (Regular Abstracts); 2024 Apr 5-10; San Diego, CA. Philadelphia (PA): AACR; Cancer Res 2024;84(6_Suppl):Abstract nr 4797.

Abstract 6467: Causal personalized treatment estimation framework using real-world electronic health record (EHR) data to inform cancer care decisions

Abstract Background: The average treatment effects (ATEs) from randomized controlled trials often do not generalize across populations, or they are not sufficiently personalized to capture the benefits and risks to individual patients. Real-world data aids in validating and extending trial results, but can introduce biases that invalidate the causal interpretation. Here, we propose a robust statistical framework, which uses real-world EHR data to evaluate the efficacy of cancer treatments at both population and individual levels. We demonstrate the ability of our framework to deliver personalized insights in metastatic prostate cancer treatments. Methods: We assembled a retrospective cohort of metastatic prostate cancer patients from a large academic medical center. We gathered demographic, comorbidity, cancer treatment, and outcome data from the EHR or natural language processing of clinician narratives, and social determinants of health from Census data. We used doubly robust machine learning with bootstrap standard errors to compute the ATE and personalized treatment estimates (PTEs), comparing the impact of ADT (androgen depravation therapy) + chemotherapy (ACT) and ADT + combination anti-androgen therapy (ACAT) on percentage reduction in PSA levels in metastatic prostate cancer. Results: The baseline characteristics of our cohort are summarized in Table 1a. Our approach found that ACAT reduces PSA levels significantly more than ACT, and captured the heterogeneity in treatment effects across individuals (Table 1b). Through simulation studies, we demonstrated that any reasonable bias from unobserved confounding or missing information was small compared to the estimated treatment effects and their standard errors. Conclusion: We presented a doubly robust framework and demonstrated its utility in analyzing real-world data, enabling us to uncover the diversity in treatment responses among individuals with metastatic prostate cancer. Results summary a. Baseline demographic characteristics. ADT + chemotherapy N = 302 ADT + combination therapy N = 114 Treatments Any ADT + Docetaxel or Cabazitaxel Any ADT + Abiraterone or apalutamide or Enzalutamide Age Mean (SD) 69.3 (8.76) 66.7 (8.17) Median [Min, Max] 69.0 [47.0, 94.0] 66.5 [46.0, 86.0] Race Asian 8 (2.6%) 2 (1.8%) Black or African American 48 (15.9%) 7 (6.1%) White or Caucasian 224 (74.2%) 99 (86.8%) Other 22 (7.3%) 6 (5.3%) Max PSA treatment start (ng/mL) Mean (SD) 34.9 (98.5) 83.3 (448) b. Treatment effects estimation ATE (95% CI) 32.0% [24.6%, 40.8%] PTEs: 25th and 75th percentiles 29.0%, 34.3% Citation Format: Sumana Srivatsa, David Walsh, Mayada Aljehani, Jason Weinreb, Nathan Becker, Benjamin H. Ellis, Renee George, Xingyao Chen, Naim Matasci, Reva Basho, Mitchell E. Gross, Christine L. Swisher. Causal personalized treatment estimation framework using real-world electronic health record (EHR) data to inform cancer care decisions [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2024; Part 1 (Regular Abstracts); 2024 Apr 5-10; San Diego, CA. Philadelphia (PA): AACR; Cancer Res 2024;84(6_Suppl):Abstract nr 6467.

Impact of pharmacist-driven referral to increase specialty pharmacy prescription capture.

To assess the impact of a clinical pharmacy specialist (CPS) embedded within a rheumatology clinic at a large academic medical center on the prescription capture rate at the health-system specialty pharmacy. Initially low prescription capture rates for the health-system specialty pharmacy led to the integration of a CPS in the main campus rheumatology clinic. Benchmarking was completed by assessing the prior prescription capture rate using electronic medical record analytics and Loopback Analytics (a database of prescription capture for the health-system specialty pharmacy). The existing workflows for both the rheumatology clinic and specialty pharmacy were observed with regard to biologic medication ordering and processing. Strategies for an updated workflow for biologic ordering with the incorporation of an embedded CPS in the rheumatology clinic were designed. This new workflow was established with key stakeholders, including the CPS, rheumatology providers, clinic staff, and pharmacy technicians. Once the workflow was established, all parties were educated and updated, including rheumatology providers, nursing staff, and specialty pharmacy staff. Prescription capture rate was monitored on a monthly basis. Prescription capture increased from 13.16% before pharmacist implementation (October to December 2021) to 35.42% after pharmacist implementation (October to December 2022) (P = 0.019). During the same periods, the revenue generated increased from $43,222.89 to $135,198.70 (P = 0.224) and the proportion of prescriptions initially sent to the health-system specialty pharmacy compared to other specialty pharmacies increased from 37% to 79% (P < 0.001) with CPS implementation. Expansion and implementation of pharmacy services by integrating a CPS in a rheumatology ambulatory clinic increased prescription capture and pharmacy revenue while optimizing patient care. We hope to expand similar CPS services to other clinics within the health system.

Patient and Parent Experience with Pediatric Care Providers During the COVID-19 Pandemic: A Comparison of Press Ganey Survey Scores for Telehealth and In-Person Encounters.

Background: Prior research suggests that pediatric patients and their parents/guardians are generally satisfied with care provided through telehealth. The objective of this study was to compare Press Ganey provider-oriented experience survey scores between telehealth and in-person patient encounters among a variety of pediatric clinical specialties at a large academic medical center. Methods: We analyzed Press Ganey survey data from pediatric patient encounters from UC Davis Health, collected between August 2020 and February 2022. Survey results analyzed respondents' satisfaction with care providers, including satisfaction with explanations given, discussions led, concern showed, and inclusion by providers; and the likelihood the survey respondent would recommend the provider to others. We used logistic regression models, which included case mix variables and clinical specialty to compare the odds of scoring the highest possible survey response ("top box" score). Results: Of the 6,093 survey responses that met inclusion criteria, 1,157 (19%) were associated with telehealth encounters and 4,936 (81%) were associated with in-person encounters. We found no significant difference in the odds of respondents giving a top box score to rate their satisfaction with their care provider between telehealth and in-person encounters. When respondents were asked whether they would recommend the care provider to others, the odds of giving a top box score following a telehealth encounter relative to an in-person encounter was 1.22 (95% confidence interval [0.97-1.52]; p-value = 0.09). Discussion: We found that survey respondents' experiences with their care provider are high and comparable for telehealth and in-person encounters in a pediatric population.

Assessment of risk factors for Neonatal Abstinence Syndrome (NAS) using a Standardized Surveillance Case Definition in Clark County, NV

Background: Neonatal Abstinence Syndrome (NAS) is a withdrawal syndrome in neonates that can occur due to drug exposure during pregnancy. This study had two objectives: (1) Assess the implementation of the Council of State and Territorial Epidemiologists (CSTE) Tier 2 case definition for NAS surveillance in Clark County, Nevada and (2) Identify risk factors for NAS. Subjects and Method: This study utilized hospital discharge data. Claim-based records from non-federal acute care hospitals located in Clark County during 2016-2022 were analyzed. All newborn inpatient discharge records from January 1, 2016 to September 30, 2022 in Clark County, Nevada were selected. ICD-10-CM codes were utilized based on the CSTE Tier 2 case definition. Any neonate record that met the case definition, including any record with the diagnosis code P96.1, was considered a NAS confirmed case. Codes for suspect cases, maternal history of substance use, unspecified maternal medication, and transmitted noxious-substances were also assessed. A multiple logistic regression model using backward stepwise selection was developed to find risk factors related to NAS-confirmed births. Results: In Clark County, Nevada, the NAS incidence rate from January 2016 to September 2022 was 7.4 per 1,000 births. In 2022 alone, the rate of NAS was 8.9 per 1,000 births. Estimated rates of NAS were highest among neonates who were White at 13 per 1,000 births. Hospital J, the largest academic medical center in Southern Nevada, had the highest NAS confirmed case rate at 11.3 per 1000 newborn hospitalizations. Results from the multiple logistic regression model showed the odds of being born with NAS among neonates who identified as White were 5.0 (OR=5.17; 95% CI= 4.29 to 6.24; p &lt;0.001) times more likely to have NAS compared to the Hispanic group. Conclusion: Given that 2022 had the highest rate of confirmed NAS cases there is a need to collect substance and diagnosis-specific data about prenatal substance use to identify unmet service care and disparities. Keywords: neonatal abstinence syndrome, opioids, substance dependence. Correspondence: Cassius Lockett. Southern Nevada Health District. 280 S Decatur Blvd, Las Vegas, NV 89107. lockett@snhd.org. 702-759-1691.

Abstract P355: Identifying Barriers and Facilitators to Home Blood Pressure Monitoring Among Pregnant Women With Hypertension Disorders of Pregnancy-A Qualitative Approach

Background: Hypertensive disorders of pregnancy (HDP) are a major cause of maternal morbidity and mortality in the US, contributing to over 30% of maternal deaths. Improved diagnosis, treatment, and outcomes of HDP may be achieved through home blood pressure monitoring (HBPM). However, there are many challenges to effective HBPM during pregnancy. We conducted this qualitative study to explore barriers and facilitators to HBPM. Methods: Pregnant or postpartum (within 3 years) women, aged 18-50 years with either hypertension (HTN) or preeclampsia, were recruited from a large academic medical center to participate in virtual focus group meetings (N = 5 groups, 2-6 participants/group). The discussions centered on experiences with HDP, HTN management, and HBPM. Focus group meeting audio recordings were transcribed, and thematic analysis was performed (by MD and RR). Meetings (between MD, RR, and LK) resolved any discrepancies, focusing on responses discussing barriers and facilitators to HBPM. Results: Of the 20 participants, mean age was 33.8 (SD 5.9) years, 35% were Hispanic, and 35% were Black. Facilitators to HBPM shared by participants included external support (e.g., partner, healthcare), free access/decision support, comfort in knowing BP readings outside healthcare setting, and technology support. Barriers to HBPM shared by participants were lack of knowledge/uncertainty about the equipment and process (e.g., technique, monitors, and logging), cost/access, traditional pathways for monitoring, and declining motivation. Conclusion: In this study involving women with HDP from diverse backgrounds, we identified several facilitators and barriers to HBPM. Many of the barriers can be overcome through patient education, technology support, reinforcement, and better access to validated monitors. Given the importance of HBPM in improving outcomes for pregnant women with HDP, it is important for healthcare providers and policy makers to work to reduce barriers and amplify facilitators to HBPM for better adoption.

Leveraging large language models for generating responses to patient messages-a subjective analysis.

This study aimed to develop and assess the performance of fine-tuned large language models for generating responses to patient messages sent via an electronic health record patient portal. Utilizing a dataset of messages and responses extracted from the patient portal at a large academic medical center, we developed a model (CLAIR-Short) based on a pre-trained large language model (LLaMA-65B). In addition, we used the OpenAI API to update physician responses from an open-source dataset into a format with informative paragraphs that offered patient education while emphasizing empathy and professionalism. By combining with this dataset, we further fine-tuned our model (CLAIR-Long). To evaluate fine-tuned models, we used 10 representative patient portal questions in primary care to generate responses. We asked primary care physicians to review generated responses from our models and ChatGPT and rated them for empathy, responsiveness, accuracy, and usefulness. The dataset consisted of 499794 pairs of patient messages and corresponding responses from the patient portal, with 5000 patient messages and ChatGPT-updated responses from an online platform. Four primary care physicians participated in the survey. CLAIR-Short exhibited the ability to generate concise responses similar to provider's responses. CLAIR-Long responses provided increased patient educational content compared to CLAIR-Short and were rated similarly to ChatGPT's responses, receiving positive evaluations for responsiveness, empathy, and accuracy, while receiving a neutral rating for usefulness. This subjective analysis suggests that leveraging large language models to generate responses to patient messages demonstrates significant potential in facilitating communication between patients and healthcare providers.

Assessment of 2% vs 3% Peripheral Hypertonic Sodium Chloride Administration and Its Impact on Safe and Timely Treatment

Abstract Objectives Evaluate if peripheral administration of 3% hypertonic saline (HTS) provides timely treatment with a rate of infusion-related adverse events at or below what is reported in the literature. Methods This was a single-center, retrospective study conducted in a large academic medical center in New York City. Eligible patients were inpatients receiving either 2% or 3% HTS for severe hyponatremia, elevated intracranial pressure, or cerebral edema. The primary outcome was incidence of infusion-related adverse events. Secondary endpoints included achievement of appropriate sodium correction, incidence of over-correction, length of time from ordering to medication administration, and incidence of osmotic demyelination syndrome (ODS). Main Results A total of 199 patients were included in analysis (85 in the 3% HTS group and 114 in the 2% HTS group). No difference was found between groups for rate of infusion related adverse events or incidence of sodium overcorrection groups (0 vs 1 [0.9%]; p = 0.39). Significantly more patients in the 3% HTS group received intermittent administration (p &lt; 0.001), whereas more patients in the 2% HTS group received a continuous infusion (p &lt; 0.001). There were no reports of ODS in either group. No difference in length of time to administration was found between groups. Conclusion Our study, one of the largest to evaluate peripheral administration of 3% HTS, found that it is not associated with an increase in infusion related adverse events or sodium overcorrection versus 2% HTS. Peripheral administration should be recommended to provide timely treatment for patients requiring HTS.

Group B Streptococcus Infection and Obstetric Hemorrhage Risk.

To elucidate the association between GBS infection and maternal risk for obstetric hemorrhage (OBH) and OBH-related morbidities (OBH-M). This was a retrospective cohort study of all deliveries with a documented GBS status at a single large academic medical center from 2018 to 2019. GBS status was determined by either urine culture or rectovaginal culture collected during the antepartum period. The primary outcomes were quantitative blood loss (QBL), OBH, and a composite of OBH-M. Secondary outcomes were individual components of the OBH-M composite and frequency of hemorrhage-related interventions utilized intrapartum and postpartum. A stratified analysis was conducted examining only patients who were diagnosed intrapartum with an intrapartum intraamniotic infection (III). Of 4679 pregnant individuals who delivered a live infant between January 1, 2018 and January 1,2019 with a documented GBS status, 1,487 were identified as GBS positive (+) and 3192 were identified as GBS negative (-). The GBS + group did not have significantly higher QBL (p = 0.29) or rate of OBH (p = 0.35). There were no significant differences by GBS status in OBH morbidity (p = 0.79) or its individual components or frequency of individual pharmacologic or non-pharmacologic OBHrelated interventions. There were also no significant differences by GBS status among patients with an III. GBS infection at the time of delivery was not associated with increased risk for OBH or OBH-M. Further research is needed to further explore the relationship between peripartum infections and OBH risk.

Development of optimized adult epidural infusion preparations to reduce waste and improve operational efficiency.

Despite national recommendations to standardize infusion concentrations, there is minimal guidance on institution-specific strategies and outcomes related to epidural infusion concentration standardization and optimization. The purpose of this project is to identify the optimal compounded preparation for use in select adult epidural infusions and assess the impact on drug and fluid utilization and cost savings if the designated preparation is adopted. A previously validated tool, the VERB (vial, exchange, rate, and bag) analysis, was applied to epidural infusion pump administration data to identify preparations optimized for efficient supply and resource utilization at a large academic medical center. Weighing all components of the VERB analysis, the preferred preparation of hydromorphone and bupivacaine for the hospital site was hydromorphone (10 µg/mL) and bupivacaine (0.125%) in 50 mL of 0.9% sodium chloride injection (2,500 µg of hydromorphone per epidural). The preferred preparation of fentanyl and bupivacaine was fentanyl (2 µg/mL) and bupivacaine (0.0625%) in 50 mL of 0.9% sodium chloride injection (100 µg of fentanyl per epidural). Both recommendations are different from the currently utilized preparations at the study site. Analyzing historic drug administration data using the novel 4-step VERB analysis identified optimized drug preparations and fluid bag sizes for the most-prescribed epidural drug combinations at the hospital study site.

Beyond acute appendicitis: a single-institution experience of unexpected pathology findings after 989 consecutive emergency appendectomy.

Appendiceal neoplasms (ANs) are rare, with an estimated incidence of around 1%: neuroendocrine tumours (NETs) and low-grade appendiceal mucinous neoplasms (LAMNs) comprise most cases. Most tumours are cured by appendectomy alone, although some require right hemicolectomy and intra-operative chemotherapy. The aim of the present study is to evaluate our institution's experience in terms of the prevalence of AN, their histological types, treatment and outcomes in adult patients undergoing emergency appendectomy. Single-centre retrospective cohort analysis of patients treated for acute appendicitis at a large academic medical centre. Patients with a diagnosis of acute appendicitis (AA) where further compared with patients with acute appendicitis and a histologically confirmed diagnosis of appendiceal neoplasm (AN). A diagnosis of acute appendicitis was made in 1200 patients. Of these, 989 patients underwent emergency appendectomy. The overall incidence of appendiceal neoplasm was 9.3% (92 patients). AN rate increased with increasing age. Patients under the age of 30 had a 3.8% (14/367 patients) rate of occult neoplasm, whereas patients between 40 and 89years and older had a 13.0% rate of neoplasm. No difference was found in clinical presentations and type of approach while we found a lower complicated appendicitis rate in the AN group. ANs are less rare with respect to the literature; however, clinically, there are no specific signs of suspicious and simple appendicectomy appears to be curative in most cases. However, age plays an important role; older patients are at higher risk for AN. ANs still challenge the non-operative management concept introduced into the surgical literature.

The feasibility of emergency department observation units in the management of mild to moderate hyponatremia

ObjectiveTo describe the feasibility of managing hyponatremia patients under outpatient observation status in an academic medical center, and compare outcomes based on the use of an emergency department observation unit (EDOU). MethodsThis is a retrospective cohort study of emergency department hyponatremic patients managed in four hospitals within a large urban academic medical center over 27 months. All patients had an admit-to-observation order, ICD-10 codes for hyponatremia, and mild (130–135 mmol/L) to moderate (121–129 mmol/L) hyponatremia. Observation settings were divided into two groups: EDOU and Non-Observation Unit (NOU) inpatient beds. Severe hyponatremia (≤120 mmol/L) was excluded. Primary clinical outcomes were inpatient admit rate, length of stay (LOS), total direct cost, the rate of adverse events and 30-day recidivism. Results188 patients were managed as an observation patient, with 64 managed in an EDOU setting (age 74.0 yr, 70.3% female) and 124 managed in a NOU setting (age 71.5 yr, 64.5% female). Patient subgroups were similar in terms of presenting complaints, comorbidities, and medication histories. Initial and final sodium levels were similar between settings: EDOU (125.1 to 132.6 mmol/L) vs NOU (123.5 to 132.0 mmol/L). However, outcomes differed by setting for observation to inpatient admit rate (EDOU 28.1% vs NOU 37.9%, adjusted effect 0.70), overall length of stay (EDOU 19.2 h vs NOU 31.9 h; adjusted effect −10.5 h and total direct cost ($1230 vs $1531; adjusted effect -$167). EDOU sodium correction rates were faster (EDOU 0.44 mmol/L/h vs 0.24 mmol/L/h; adjusted effect 0.15 mmol/L/h) and 30-day recidivism rate was similar (EDOU 13% vs NOU 15%). There were no index visit deaths or intensive care unit admissions. ConclusionManagement of selected hyponatremia patients under observation status is feasible, with the EDOU setting demonstrating lower admit rates, shorter length of stay, and lower total direct costs with similar clinical outcomes.

Clinical Evaluation of the Alinity m STI Multiplex PCR Assay.

Chlamydia trachomatis (CT) and Neisseria gonorrhoeae (NG) are routinely tested and reported; however, Trichomonas vaginalis (TV) is the most common sexually transmitted infection (STI) in the United States and the prevalence of Mycoplasma genitalium (MG) infections is likely higher than estimated. We examined the clinical performance of the Alinity m STI assay for detection and surveillance of CT/NG/TV/MG in urine specimens from patients at a large academic medical center. Urine specimen from 198 patients was tested in this evaluation. Alinity m STI and Aptima Combo 2 CT/NG and TV assay (Panther System) results were compared, with discrepant results run on the cobas 6800 CT/NG, TV/MG assays. Analyzer turnaround times, time from loading the specimen on the analyzer to results reporting, were determined for Alinity m and Panther systems. Overall percent agreements of the Alinity m in comparison with the Aptima and cobas assays for CT, NG, TV, and MG were 99.5% (97.2%, 99.9%), 99.5% (97.2%, 99.9%), 98.4% (95.5%, 99.5%), and 86.4% (66.7%, 95.3), respectively. There were 5 discrepant samples (CT, 1; NG, 1; TV, 3) between the Alinity m and the Aptima assays, and 3 MG discrepant samples between the Alinity m STI and cobas 6800. Two of the 5 Aptima and Alinity m discrepant samples were resolved as they yielded similar results on both Alinity m and cobas 6800. TV and MG infections comprised 54% of the positive samples and were more often asymptomatic than CT and NG infections. Analyzer turnaround time was 3 hours 25 minutes for the Aptima CT/NG, 3 hours 25 minutes for Aptima TV, and 1 hour 55 minutes for Alinity m STI assay. The Alinity m STI assay allows for fast and simultaneous detection of the 4 major STI pathogens, which can facilitate surveillance and provide accurate results to help clinicians diagnose for initiation of appropriate treatment.

The relationship between managerial coaching and role ambiguity among nurses in the military health system

Managerial coaching may be an effective strategy to reduce role ambiguity among nurses. Although the benefits of coaching relationships have been demonstrated outside of nursing, there is a lack of evidence about this career development relationship in nursing. A cross-sectional design was used to determine the relationship between managerial coaching and role ambiguity among military and civilian nurses who work in the Military Health System (MHS). Nurses who worked at a large academic medical center in San Antonio, Texas were asked to participate by completing a survey to examine the variables of interest. Among the 382 nurses that responded, perceived role ambiguity was low and managerial coaching was seldom perceived from first-line supervisors. However, there was a significant negative relationship between managerial coaching and role ambiguity. This study provides foundational knowledge about the relationship between managerial coaching and role ambiguity for nurses working in the MHS.

Characterizing Heart Rate Response During Upper Extremity Repetitive Task Practice in Chronic Stroke.

Although the cardiopulmonary benefits of aerobic exercise poststroke are well-established, typical stroke rehabilitation does not elicit an aerobic response. To characterize heart rate response during upper extremity repetitive task practice (RTP) and determine factors that predict a higher aerobic intensity during RTP. Secondary analysis of a subset of data from a randomized clinical trial. Research laboratory in a large academic medical center. Patients with chronic stroke (N = 19). Participants received 90 min of RTP for 24 sessions across 8 wk. Aerobic intensity as measured by heart rate reserve (HRR) during RTP. A total of 2,968 tasks were included in the analysis. Of the tasks performed, approximately 79.5% elicited a very light aerobic response (<30% HRR), 10.2% elicited a light aerobic response (30%-39% HRR), and 10.3% elicited a moderate to vigorous intensity aerobic response (≥40% HRR). Of the tasks that elicited a moderate to vigorous intensity aerobic response, 54.1% were performed in standing, 79.7% were gross motor in nature, and 27.9% had targets at or above shoulder height. Standing position, targets at or above shoulder height, and gross motor tasks predicted higher HRR (all ps < .001). To maximize aerobic intensity during poststroke RTP, therapists should include gross motor tasks trained in standing with targets at or above shoulder height. Plain-Language Summary: The study characterizes heart rate response in stroke rehabilitation and identifies factors that predict a higher aerobic intensity during upper extremity repetitive task practice. Certain task characteristics were more likely to produce an aerobic response, including gross motor, targets at or above the shoulder, and a standing position. Occupational therapists should include gross motor tasks trained in standing with targets at or above shoulder height to maximize aerobic intensity during poststroke repetitive task practice. Monitoring heart rate may improve awareness of aerobic response to training.

Evaluating Clinical Sequelae of the Carbapenem-Valproate Interaction: A Retrospective Analysis.

Previous studies identified a rapid decrease in valproate serum concentrations when coadministered with a carbapenem; however, the specific consequences and subsequent therapy adjustments are not well described. We aimed to investigate the clinical and therapeutic implications of the carbapenem-valproate drug-drug interaction. This retrospective analysis included data from 2 large academic medical centers during January 2017 to June 2022. The primary outcome was incidence of seizures or behavioral events stratified by valproate indication. All adult patient encounters with concomitant administration of any carbapenem antimicrobial and valproate were included. Patients without prolonged exposure to valproate prior to hospitalization, without valproate levels pre- and post-carbapenem administration, with an admitting diagnosis of seizure, with exposure to other agents that decrease valproate concentrations, or who had a seizure during the hospitalization prior to carbapenem exposure were excluded. Two hundred fifty-eight episodes of concomitant use among 78 unique adult patients were included. Valproate was used for seizure control in 41 patients (52.6%) and for mood-related disorders in 37 (47.4%). In those prescribed valproate for its antiepileptic properties, seizures occurred following carbapenem administration in 46.3% of encounters. In those taking valproate for mood-related disorders, 50.8% met the primary endpoint of behavioral disturbance. Our study demonstrates significant clinical implications of the carbapenem-valproate interaction. Clinicians should be aware of this interaction and consider alternative antimicrobial and/or antiepileptic agents whenever possible. Adding or increasing doses of antiepileptic agents and/or consultation with a neurologist prior to concomitant use should be considered when this combination cannot be avoided.

Improved Risk-Stratification Scheme for Mismatch-Repair Proficient Stage II Colorectal Cancers Using the Digital Pathology Biomarker QuantCRC.

There is a need to improve current risk stratification of stage II colorectal cancer to better inform risk of recurrence and guide adjuvant chemotherapy. We sought to examine whether integration of QuantCRC, a digital pathology biomarker utilizing hematoxylin and eosin-stained slides, provides improved risk stratification over current American Society of Clinical Oncology (ASCO) guidelines. ASCO and QuantCRC-integrated schemes were applied to a cohort of 398 mismatch-repair proficient (MMRP) stage II colorectal cancers from three large academic medical centers. The ASCO stage II scheme was taken from recent guidelines. The QuantCRC-integrated scheme utilized pT3 versus pT4 and a QuantCRC-derived risk classification. Evaluation of recurrence-free survival (RFS) according to these risk schemes was compared using the log-rank test and HR. Integration of QuantCRC provides improved risk stratification compared with the ASCO scheme for stage II MMRP colorectal cancers. The QuantCRC-integrated scheme placed more stage II tumors in the low-risk group compared with the ASCO scheme (62.5% vs. 42.2%) without compromising excellent 3-year RFS. The QuantCRC-integrated scheme provided larger HR for both intermediate-risk (2.27; 95% CI, 1.32-3.91; P = 0.003) and high-risk (3.27; 95% CI, 1.42-7.55; P = 0.006) groups compared with ASCO intermediate-risk (1.58; 95% CI, 0.87-2.87; P = 0.1) and high-risk (2.24; 95% CI, 1.09-4.62; P = 0.03) groups. The QuantCRC-integrated risk groups remained prognostic in the subgroup of patients that did not receive any adjuvant chemotherapy. Incorporation of QuantCRC into risk stratification provides a powerful predictor of RFS that has potential to guide subsequent treatment and surveillance for stage II MMRP colorectal cancers.

Frontiers in Operations: Does Physician’s Choice of When to Perform EHR Tasks Influence Total EHR Workload?

Problem definition: Physicians spend more than five hours a day working on Electronic Health Record (EHR) systems and more than an hour doing EHR tasks after the end of the workday. Numerous studies have identified the detrimental effects of excessive EHR use and after-hours work, including physician burnout, physician attrition, and appointment delays. However, EHR time is not purely an exogenous factor because it depends on physician usage behavior that could have important operational consequences. Interestingly, prior literature has not considered this topic rigorously. In this paper, we investigate how physicians’ workflow decisions on when to perform EHR tasks affect: (1) total time on EHR and (2) time spent after work. Methodology/results: Our data comprise around 150,000 appointments from 74 physicians from a large Academic Medical Center Family Medicine unit. Our data set contains detailed, process-level time stamps of appointment progression and EHR use. We find that the effect of working on EHR systems depends on whether the work is done before or after an appointment. Pre-appointment EHR work reduces total EHR workload and after-work hours spent on EHR. Post-appointment EHR work reduces after-work hours on EHR but increases total EHR time. We find that increasing idle time between appointments can encourage both pre- and post-appointment EHR work. Managerial implications: Our results not only help us understand the timing and structure of work on secondary tasks more generally but also will help healthcare administrators create EHR workflows and appointment schedules to reduce physician burnout associated with excessive EHR use. History: This paper has been accepted in the Manufacturing &amp; Service Operations Management Frontiers in Operations Initiative. Funding: The research conducted for this paper received partial funding from the Center of Business for Health at the Kenan-Flagler Business School, University of North Carolina at Chapel Hill. Supplemental Material: The online appendix is available at https://doi.org/10.1287/msom.2023.0028 .