Patient Encounters Research Articles

Short-term impact of kampo goreisan in patients with congestive heart failure refractory to tolvaptan-incorporated medical therapy.

We often encounter patients with congestive heart failure refractory to conventional diuretics therapy. Kampo goreisan (Tsumura &Co. Tokyo, Japan) is receiving great concern in mediating body water balance, particularly for such a cohort. However, its detailed biological mechanism remains uncertain. Patients who received goreisan to treat congestive heart failure refractory to tolvaptan-incorporated medical therapy were prospectively included and observed for one week during the therapeutic period. The change in urine biomarkers during the first 24h was assessed as a primary concern. Baseline factors associated with an increase in urine volume during the first 24h were investigated as a secondary concern. A total of 18 patients were included. Median age was 81 (77, 86) and 12 (67%) were men. During the first 24h after the initiation of goreisan, urine cyclic AMP tended to decrease, urine aquaporin-2 decreased significantly, urine osmolality decreased significantly, and urine volume tended to increase. Baseline higher common logarithm of plasma B-type natriuretic peptide was associated with any increases in urine volume during the first 24h with an odds ratio of 73.2 (95% confidence interval 1.04-5149, p = 0.048). Baseline plasma B-type natriuretic peptide level had a positive correlation with a change in urine volume between baseline and day 1 (r = 0.533, p = 0.026). Goreisan may increase urine volume even in patients with congestive heart failure refractory to tolvaptan-incorporated medical therapy by modulating aquaporin-2 systems in the collecting duct, particularly in individuals with advanced heart failure accompanying significant congestion. Goreisan may have a regulatory effect on body fluid, rather than just forcing aquaresis.

Creation and Administration of a Chiropractic Program Practical Classroom Preparticipation Screening Aimed to Prevent Student Injuries: A Descriptive Report

ObjectiveThe purpose of this descriptive report is to describe the development of a preparticipation risk assessment screening process for incoming students prior to participation in practical labs. MethodsA committee at the Palmer College of Chiropractic, Florida met to discuss a health history questionnaire, physical examination process, and course of action to have second-year students use their current knowledge to screen incoming students for possible clinical considerations of practice lab participation. The aim was to identify potential risk factors that may require application modification associated with performing and receiving adjustments and other hands-on lab activities within the curriculum. The preparticipation screening process, focused on general health and curriculum referenced chiropractic clinical considerations, and was created as an expansion of the existing informed consent procedures to screen incoming students prior to participating in palpation, technique, physical examination, and open adjusting labs in the chiropractic program. Any clinical considerations identified during the screening were referred to be fully evaluated by a third-year clinic intern and faculty-licensed chiropractor to maintain classroom safety standards for the students. Referred students were restricted from full classroom lab participation until recommendations from the clinic or outside licensed healthcare providers managing their concerns were received. ResultsThe program was implemented in April 2022. Eight out of the 48 students evaluated in the first group and 12 of the 81 in the second group had possible clinical considerations to participation and were referred appropriately for a full evaluation. In the third group, 35 out of 146 students with suspected clinical considerations to participation were identified. Of the 55 students referred out, all students are now actively participating in classroom activities. Fifteen have been cleared to return to classroom participation with no restrictions and the remaining 40 students have been released for participation with patient-specific restrictions as directed by their managing health care providers. ConclusionThe preparticipation screening process was implemented as all incoming students since the inception of the process have been screened, referred for evaluation when deemed appropriate, and cleared to participate in labs either with or without restrictions. This process has also demonstrated the possibility of identifying multiple clinical considerations for safe curricular participation while participating in doctor-patient simulated classroom activities. This process may be helpful for new students to recognize the patient history and examination procedures as an important aspect of a patient encounter prior to receiving treatment.

Incidence and risk factors of adverse events after distal radius fracture fixation with volar locking plates: retrospective analysis of 2,790 cases

Background and purpose: 12–18% of patients encounter adverse events after distal radius fracture (DRF) surgery with volar locking plates (VLPs). Risk factors for which preventive measures could be administered are currently scarce. We aimed to examine the incidence of postoperative adverse events and assess the causes and risk factors for the adverse events after VLP fixation of DRFs.Methods: We performed a single-center retrospective cohort study evaluating all adult DRF patients treated with VLP fixation between 2009 and 2019 at Helsinki University Hospital. Patients with previous disabilities or ulnar fractures, other than styloid process fractures, in the affected extremity were excluded. We examined each patient’s treatment using the electronic medical records system and identified postoperative adverse events defined as any deviation from the ordinary postoperative course, showcasing clinical symptoms. We used multivariable binary logistic regression to assess the risk for adverse events.Results: 2,790 cases of DRF were included. The incidence of adverse events was 16%. Hardware complications (8.3%), predominantly intra-articular screws (4.9%), were the most commonly encountered adverse events. Other frequent adverse events included carpal tunnel syndrome (2.8%), tendon complications (2.8%), and surgical site infections (1.5%). In the multivariable analysis, smoking, higher body mass index (BMI), alcohol abuse, C-type fractures, residual intra-articular displacement, and dorsal tilt were found as risk factors for adverse events.Conclusion: The incidence of adverse events was 16% after VLP fixation of DRFs. We identified several new risk factors for adverse events, which included residual dorsal tilt, intra-articular dislocation, insufficiently corrected inclination, smoking, alcohol abuse, and higher BMI.

Radiology resident proficiency in pediatric trauma cases: a comparative analysis based on trauma center status using the WIDI SIM exam.

To investigate the correlation between pediatric and adult trauma center status and radiology resident performance on pediatric trauma cases using the WIDI SIM exam. The WIDI SIM is a validated computer-aided simulation that assesses radiology residents' preparedness for independent call duty. It includes 65 cases across various imaging modalities derived from actual patient encounters. Faculty score free-text responses using a standardized 0-10 scale rubric. We analyzed 8,488 WIDI SIM exam scores from 35 pediatric trauma cases across 52 programs. A negative binomial regression model adjusting for resident level, imaging modality, and case specialty was employed to evaluate the impact of pediatric and adult trauma center status on resident performance. Both pediatric trauma center status (p = 0.0005) and adult trauma center status (p = 0.0003) were significant predictors of higher resident scores. Resident level was also significant, with higher-level residents performing better than first-year residents (p < 0.001). Residents performed worse on MR and US modalities compared to CT, and performance varied by case specialty. Radiology residents' pediatric trauma imaging skills are significantly linked to pediatric and adult trauma center status. Given most pediatric traumas occur outside pediatric trauma centers, targeted training strategies should be considered to ensure residents develop essential diagnostic skills.

Predictors and Outcomes of Mental Health Conditions Among Patients with Colorectal Cancer.

Mental health (MH) conditions are common in patients with colorectal cancer (CRC) due to the unique challenges these patients encounter. The primary aim was to investigate predictors of new onset MH conditions after a diagnosis of CRC and determine the association of new MH conditions on survival. A single institution, retrospective study was conducted. A multivariable Fine-Gray competing risks model was used to describe the primary study outcome of new MH diagnosis in patients at least 18years of age with CRC. Survival was modeled using Cox proportional hazards regression with a time-varying covariate for new MH diagnosis. 456 patients were identified for inclusion, with 16% developing a new MH condition and 29% dying during follow-up. A new MH condition was more likely among non-Hispanic white patients compared to non-Hispanic black and were less likely among those who are male or had a pre-cancer MH condition. The onset of a new MH condition was associated with a threefold decrease in survival. In addition, having a pre-cancer MH condition decreased survival nearly twofold. Our findings emphasize the importance of new-onset MH in patients after CRC diagnosis. Standardized screenings may alleviate some of the MH burden that patients with CRC experience in addition to potentially improving the overall health of patients. MH conditions may impact not only CRC outcomes but may direct future studies analyzing the risks of new onset MH conditions in other types of cancers, further expanding the importance of psychiatric support in patients with cancer.

Chatbot Demonstrates Moderate Interrater Reliability in Billing for Hand Surgery Clinic Encounters.

Artificial intelligence offers opportunities to improve the burden of health care administrative tasks. Application of machine learning to coding and billing for clinic encounters may represent time- and cost-saving benefits with low risk to patient outcomes. Gemini, a publicly available large language model chatbot, was queried with 139 de-identified patient encounters from a single surgeon and asked to provide the Current Procedural Terminology code based on the criteria for different encounter types. Percent agreement and Cohen's kappa coefficient were calculated. Gemini demonstrated 68% agreement for all encounter types, with a kappa coefficient of 0.586 corresponding to moderate interrater reliability. Agreement was highest for postoperative encounters (n = 43) with 98% agreement and lowest for new encounters (n = 27) with 48% agreement. Gemini recommended billing levels greater than the surgeon's billing level 31 times and lower billing levels 10 times, with 4 wrong encounter type codes. A publicly available chatbot without specific programming for health care billing demonstrated moderate interrater reliability with a hand surgeon in billing clinic encounters. Future integration of artificial intelligence tools in physician workflow may improve the accuracy and speed of billing encounters and lower administrative costs.

Duration of In-patient Physical Therapy at a Tertiary Hospital: Implications of a Time and Motion Study

Background and Objectives. Inpatient physical therapy (PT) care entails careful provision of service for individuals across a spectrum of disorders needing evidence-based physical rehabilitation during their hospital admission. The main difficulty is identifying adequate time allocation for safe patient service within an eight-hour working time frame. At a selected tertiary teaching government-run hospital, an arbitrary personnel-population ratio method is used for human resource allocation which may lead to issues in service delivery and healthcare workforce wellness. Apart from patient care, physical therapists also assume non-clinical roles revolving on administration, clinical education, and research. This highlights the importance of identifying the duration of tasks to assess work efficiency and manage time constraints posed by the limitations of the work shift. Practice guidelines may help improve staff workload scheduling, however, there is a lack of available guidelines regarding physical therapy practice in the hospital or acute care setting for developing countries. The purpose of this study was to determine the duration of care for inpatients with musculoskeletal and neurological conditions and administrative tasks, and to determine the relationship of duration of care with months of experience. Methods. A continuous observation time motion study of a typical workday of all physical therapists in an in-patient setting of a tertiary teaching hospital was conducted. An external observer will time the tasks done by the PT. The external observer kept distance from the direct patient encounter to minimize interference that may affect timing. Patients with conditions of different etiologies and functional levels were included. Results. Nineteen physical therapists with a mean experience of 54.63 months were observed. There were no adverse events during the implementation of this study. The total mean time in minutes of management of neurological patients is 37:32, and musculoskeletal patients is 28:30. Time for administrative tasks took an average of 20:33 minutes. There was also a low positive correlation on months of experience and treatment duration for patients with neurologic conditions (p=0.0471). Results showed that the allocated treatment duration is determined to be sufficient for performing PT activities. The optimal number of patients to be decked can also be appropriately determined to optimize resource allocation. Conclusion. Our pilot study attempted to quantify the duration of PT care in an inpatient setting that caters to patients with different diagnosis and varying needs for PT management. Although descriptive statistics and a weak to insignificant correlation was seen in most of the variables, there may be some benefit in gathering more duration data across different acute care settings within the country. Our pilot time and motion study can contribute to the limited evidence of duration of inpatient care that may inform human resource allocation, deliverables prioritization, and employee wellness and development. Figures have been presented which could be the basis for future policy research for management science and resource allocation studies.

Clinical and demographic factors linked to low-value emergency department visits in pediatric patients with spina bifida.

Identifying factors associated with emergency visits that could be delivered at lower-cost sites may help guide population health strategies for pediatric patients with spina bifida. Emergency department encounters (2016-2023) by patients with spina bifida (< 18-years-old) in Pediatric Health Information System were identified. Absence of clinical and imaging charges was defined as low-value emergency visit. We utilized a control population of patients (<18-years-old) with obstructive/reflux uropathy who presented for emergency department encounters (2016-2023). Mixed effects (with repeated individual measurements as random effect) logistic regression was fitted to model odds of low-value emergency visit. In total, we included 22,672 emergency visits by patients with spina bifida. 20.7% of these emergency visits were low-value versus 17.7% in controls (p<0.001). Costs related to low-value emergency visits account for 3.8% of all costs for emergency visit-related encounters in patients with spina bifida. Low-value emergency visits were associated with younger age [OR 1.05 (1.04 - 1.06) per year younger], Hispanic/Latino [OR 1.21 (1.06 - 1.39) compared to non-Hispanics], black [OR 1.35 (1.16 - 1.58) compared to white], public insurance [OR 1.14 (1.01 - 1.29) compared to private insurance], and genitourinary encounter diagnosis [OR 1.16 (1.04 - 1.30)]. Using a standard patient, we found that the odds of low-value emergency visit across hospitals ranged from 0.31 to 5.36. Younger age, Hispanic/Latino ethnicity, black and other race, public insurance, and genitourinary encounter diagnosis were associated with higher odds for low-value emergency visits in pediatric patients with spina bifida. There was wide variation across hospitals that warrants further investigation to elucidate best practices.

Blurring the Line Between Standardized and Real Patients: Twelve Tips for Improving the Authenticity of Standardized Patient Encounters

Blurring the Line Between Standardized and Real Patients: Twelve Tips for Improving the Authenticity of Standardized Patient Encounters

Abstract 4137587: Need for Testing Standardization and Improved Treatment of Elevated Lipoprotein(a) at a Large Urban Academic Medical Center

Background: Lipoprotein(a) [Lp(a)] is causally linked to ASCVD events and aortic stenosis. Some guidelines now recommend screening of Lp(a) at least once in an adult’s lifetime. Currently, there is inconsistency in measurement modality (mg/dL vs. nmol/L), but most guidelines recommending testing in nmol/L due to less variability and improved standardization. We sought to determine the Lp(a) measurement practices, including testing modality and downstream interventions, at a large academic medical institution. Methods: We evaluated all patient encounter data at UT Southwestern Medical Center (UTSW) between January 1, 2017 to December 31, 2021 for any Lp(a) measurement. High Lp(a) was defined as &gt;50mg/dL or &gt;125 nmol/L. Aggregate data were used to summarize patient demographics, relevant ASCVD co-morbidities, and lipid lowering prescriptions. Chart-review was conducted on patients with high Lp(a) to assess referrals to specialty clinics. Results: From 2017 to 2021, there were 1,065 Lp(a) measurements among 938 patients, representing fewer than 0.1% of all patients with labs at UTSW. Most were ordered by cardiologists (71%). Lp(a) tests ordered by cardiologists increased 69% annually but remained stagnant for other specialties (figure 1, lines). Median Lp(a) levels across all tests were 17mg/dL and 43nmol/L. Lp(a) was high in 30% of all initial tests. A higher proportion of tests ordered in 2021 by cardiologists (84%) were in nmol/L, the recommended standard, compared with other specialties (55%) (figure 1, bars). Patients with high Lp(a) found by a non-cardiologist were infrequently referred to cardiology (16%), and 53% of patients with high Lp(a) were prescribed lipid lowering therapy within 3 months. Conclusion: Lp(a) testing at a major academic medical center was rare and only marginally increased during the 5-year study period. Measurement frequency and assay varied widely between specialties, and there were potential opportunities for downstream interventions. In addition to improving awareness of Lp(a), there is an opportunity to standardize practice patterns regarding its measurement and implications.

Perioperative Management of Takayasu Arteritis for Cardiac Surgery - Review and Single-Center Experience.

Takayasu arteritis (TAK) is classified as a large vessel vasculitis and often causes vascular stenosis, occlusion, and aneurysm formation. Although the principal treatment for TAK involves suppressing inflammation with glucocorticoids, the emergence of biological disease-modifying antirheumatic drugs has considerably changed the treatment landscape of TAK in recent years. Several biological disease-modifying antirheumatic drugs, such as tocilizumab (TCZ), have shown promising effects on TAK in clinical studies. Cardiologists and cardiovascular surgeons encounter patients receiving these drugs who require catheterization, endovascular treatment, or cardiovascular surgery. However, in patients treated with glucocorticoids and TCZ, there needs to be greater awareness of more complications than usual after surgery, such as delayed wound healing, systemic infection, and surgical site infection. In addition, in patients receiving TCZ, inflammatory markers, such as C-reactive protein, may not increase when complications arise from infection. Unfortunately, there are no guidelines or solid evidence that have clearly defined the optimal perioperative treatment strategy for patients with TAK who require cardiovascular surgery. This article reviews the evidence and our recent experience supporting the perioperative use of TCZ, and proposes a protocol that can reduce complications in patients with TAK undergoing invasive cardiovascular treatment.

Economic burden of inpatient hospitalizations for pediatric chronic kidney disease in the US.

Children with chronic kidney disease (CKD) face extensive healthcare needs, leading to substantial financial strain on both families and healthcare systems due to costly kidney replacement therapies and associated comorbidities. Limited research on inpatient healthcare utilization is available for the individual stages of pediatric CKD. This retrospective cohort study included inpatient encounters for pediatric patients (≤ 18years) using the Pediatric Health Information System Database (PHIS) between January 2016 and December 2022, with an ICD-10 code for any CKD stage (1-5). Hospitalization cost, length of stay (LOS), morbidity, and mortality data were collected. We identified 23,980 pediatric CKD cases [stage 1: 5,059, stage 2: 6,763, stage 3: 7,012, stage 4: 3,102, and stage 5: 2,044] across 49 different children's hospitals in the United States. Mortality rates were observed to increase with increasing CKD severity, but no clear trend was observed for surgical, medical, and infection rates by CKD stage.The LOS for patients with CKDstage4 and CKDstage5was56% and71% longer relative to the LOS of a typical hospitalization for a patient without CKD, and thebilled chargesfor these hospitalizations were92% and147% higher than those of a typical hospitalization. LOS and hospitalization costs were significantly higher for patients with CKD than for patients without CKD. Furthermore, pediatric patients with stage 5 CKD had significantly higher in-patient costs and all-cause hospitalization LOS compared to those with CKD stages 1-4.

Leveraging the Electronic Health Record to Measure Resident Clinical Experiences and Identify Training Gaps: Development and Usability Study.

Competence-based medical education requires robust data to link competence with clinical experiences. The SARS-CoV-2 (COVID-19) pandemic abruptly altered the standard trajectory of clinical exposure in medical training programs. Residency program directors were tasked with identifying and addressing the resultant gaps in each trainee's experiences using existing tools. This study aims to demonstrate a feasible and efficient method to capture electronic health record (EHR) data that measure the volume and variety of pediatric resident clinical experiences from a continuity clinic; generate individual-, class-, and graduate-level benchmark data; and create a visualization for learners to quickly identify gaps in clinical experiences. This pilot was conducted in a large, urban pediatric residency program from 2016 to 2022. Through consensus, 5 pediatric faculty identified diagnostic groups that pediatric residents should see to be competent in outpatient pediatrics. Information technology consultants used International Classification of Diseases, Tenth Revision (ICD-10) codes corresponding with each diagnostic group to extract EHR patient encounter data as an indicator of exposure to the specific diagnosis. The frequency (volume) and diagnosis types (variety) seen by active residents (classes of 2020-2022) were compared with class and graduated resident (classes of 2016-2019) averages. These data were converted to percentages and translated to a radar chart visualization for residents to quickly compare their current clinical experiences with peers and graduates. Residents were surveyed on the use of these data and the visualization to identify training gaps. Patient encounter data about clinical experiences for 102 residents (N=52 graduates) were extracted. Active residents (n=50) received data reports with radar graphs biannually: 3 for the classes of 2020 and 2021 and 2 for the class of 2022. Radar charts distinctly demonstrated gaps in diagnoses exposure compared with classmates and graduates. Residents found the visualization useful in setting clinical and learning goals. This pilot describes an innovative method of capturing and presenting data about resident clinical experiences, compared with peer and graduate benchmarks, to identify learning gaps that may result from disruptions or modifications in medical training. This methodology can be aggregated across specialties and institutions and potentially inform competence-based medical education.

Sociodemographic predictors of imaging utilization in children with right lower quadrant pain.

Inequities in health care access lead to inequities in outcome. In recent years, health outcome disparities have been documented in children with acute appendicitis and sociodemographic predictors of imaging utilization have not been adequately assessed. The purpose of our study is to assess sociodemographic predictors for the diagnostic imaging of children with right lower quadrant (RLQ) pain. Our hypothesis is that disparities exist in imaging utilization. Our nationwide retrospective cohort study of the Pediatric Health Information System (PHIS) database queried emergency department encounters for children aged 0-18years presenting with RLQ pain (ICD code CM R10.31) between January 2018 and September 2023. Primary exposures included neighborhood-level sociodemographic metrics as measured by Child Opportunity Index, race/ethnicity, and insurance status. Outcomes included no diagnostic imaging, diagnostic imaging with radiography alone, ultrasonography (US), computed tomography (CT), and magnetic resonance imaging (MRI). Multivariable logistic regression analyses assessed modality usage with respect to the primary exposures after controlling for demographic (age, gender) and additional (hospital geographic region, time of imaging) covariates. To avoid the perpetuation of bias, reference categories were determined by the lowest numerical value for each covariate. In total, 100,161 patient encounters met inclusion criteria (mean patient age 11.2years ± 3.9; 59.3%, n = 59,416 females). Imaging utilized was US (78.0%; n = 78,115), CT (16.4%, n = 16,405), no imaging (13.9%, n = 13,894), radiography alone (4.4%, n = 4,429), and MRI (3.1%, n = 3,148). The most predictive factors for no imaging were moderate, low, and very low Child Opportunity Index (aOR 1.25, 1.17, and 1.18 [95% CI 1.10-1.33] compared to very high Child Opportunity Index); Black race/ethnicity (aOR 1.26 [95% CI 1.11-1.44] compared to White or Asian race/ethnicity); and public or other insurance (aOR 1.23 and 1.32 [95% CI 1.18-1.41] compared to commercial insurance). The most predictive factors for radiography alone were Black race/ethnicity (aOR 1.30 [95% CI 1.17-1.45] compared to Hispanic race/ethnicity) and public or other insurance (aOR 1.26 [95% CI 1.11-1.44] compared to commercial). The most predictive factors for US were very-high Child Opportunity Index (aOR 1.16 [95% CI 1.09-1.22] compared to very low Child Opportunity Index); Asian, NH-White, or Hispanic race/ethnicity (aOR 1.33, 1.31, 1.30 [95% CI 1.18-1.40] compared to Black race/ethnicity); and commercial insurance (aOR 1.20 [95% CI 1.16-1.25] compared to public insurance). The most predictive factor for CT was White race/ethnicity (aOR 1.26 [95% CI 1.11-1.43] compared with Asian race/ethnicity) and the most predictive factor for MRI was Hispanic race/ethnicity (aOR 1.49 [95% CI 1.17-1.61] compared with Black race/ethnicity). The greatest predictor of cross-sectional imaging was a hospital's region, with CT most likely in southern hospitals (aOR 4.09 [95% CI 2.17-7.70] compared with northeast hospitals). Patient Child Opportunity Index did not predict the likelihood of cross-sectional imaging with CT or MRI in tertiary pediatric centers. Sociodemographic disparities exist in the imaging of children presenting to tertiary pediatric hospitals with RLQ pain. Future studies are needed to analyze the causes of such disparities both on hospital and departmental levels.

Variation in batch ordering of imaging tests in the emergency department and the impact on care delivery.

To examine heterogeneity in physician batch ordering practices and measure the associations between a physician's tendency to batch order imaging tests on patient outcomes and resource utilization. In this retrospective study, we used comprehensive EMR data from patients who visited the Mayo Clinic of Arizona Emergency Department (ED) between October 6, 2018 and December 31, 2019. Primary outcomes are patient length of stay (LOS) in the ED, number of diagnostic imaging tests ordered during a patient encounter, and patients' return with admission to the ED within 72 h. The association between outcomes and physician batch tendency was measured using a multivariable linear regression controlling for various covariates. The Mayo Clinic of Arizona Emergency Department recorded approximately 50,836 visits, all randomly assigned to physicians during the study period. After excluding rare complaints, we were left with an analytical sample of 43,299 patient encounters. Findings show that having a physician with a batch tendency 1 standard deviation (SD) greater than the average physician was associated with a 4.5% increase in ED LOS (p < 0.001). It was also associated with a 14.8% (0.2 percentage points) decrease in the probability of a 72-h return with admission (p < 0.001), implying that batching may lead to more comprehensive evaluations, reducing the need for short-term revisits. A batch tendency 1SD greater than that of the average physician was also associated with an additional 8 imaging tests ordered per 100 patient encounters (p < 0.001), suggesting that batch ordering may be leading to tests that would not have been otherwise ordered had the physician waited for the results from one test before placing their next order. This study highlights the considerable impact of physicians' diagnostic test ordering strategies on ED efficiency and patient care. The results also highlight the need to develop guidelines to optimize ED test ordering practices.

The mediating role of surface and deep acting and the moderating effect of occupational identity in workplace violence and sleep quality among psychiatric nurses: a cross-sectional study.

Psychiatric nurses often encounter patients with mental health disorders and consequently experience prolonged periods of high stress, increased workload, and frequent incidents of workplace violence. These aspects can lead to a higher incidence of poor sleep quality. This study examined the interplay between workplace violence and emotional labour (surface and deep acting) to suggest measures for enhancing sleep quality among psychiatric nurses. A total of 300 completed and valid online questionnaires were collected. The Pittsburgh Sleep Quality Index was used to measure sleep quality, Workplace Violence Scale (WVS) to measure the occurrence of workplace violence, and Emotional Labour Scale to measure surface and deep acting. The data were analysed using Hayes' PROCESS macro with SPSS. Independent samples t-tests and one-way ANOVA were used to compare differences in sleep quality and emotional labour (surface and deep acting) between psychiatric nurses with different demographics. The prevalence of poor sleep quality (PSQI > 5) was 55% among the nurses. Surface acting in emotional labour partially mediated the relationship between workplace violence and sleep quality(a1*b1=0.035,95%CI: 0.002, 0.079), whereas deep acting had a suppressive effect(a2*b2=-0.033,95%CI: -0.071, -0.003). Occupational identity had a positive moderating effect on the relationship between workplace violence and surface acting(Effect=0.091,95%CI: 0.004, 0.179). The relationship between workplace violence and poor sleep quality was partially mediated by surface acting and suppressed by deep acting. Moreover, nurses with higher occupational identity engaged in more surface acting after workplace violence. Workplace violence, surface acting, and deep acting emerged as significant factors influencing sleep quality among psychiatric nurses. Deep acting can reduce the impact of workplace violence on sleep quality. The results provide a new and expanded view of the interplay between workplace violence and emotional labour concerning sleep quality. Interprofessional collaboration with clinicians, administrators, educators, and spiritual leaders can contribute to the development of related education and training. Chinese Clinical Trial Registry ChiCTR2200062347. https://www.chictr.org.cn/showproj.html?proj=173264.

The Effect of Ambient Artificial Intelligence Notes on Provider Burnout.

Healthcare provider burnout is a critical issue with significant implications for individual well-being, patient care, and healthcare system efficiency. Addressing burnout is essential for improving both provider well-being and the quality of patient care. Ambient artificial intelligence (AI) offers a novel approach to mitigating burnout by reducing the documentation burden through advanced speech recognition and natural language processing technologies that summarize the patient encounter into a clinical note to be reviewed by clinicians. To assess provider burnout and professional fulfilment associated with Ambient AI technology during a pilot study, assessed using the Stanford Professional Fulfillment Index (PFI). A pre-post observational study was conducted at University of Iowa Health Care with 38 volunteer physicians and advanced practice providers. Participants used a commercial ambient AI tool, over a 5-week trial in ambulatory environments. The AI tool transcribed patient-clinician conversations and generated preliminary clinical notes for review and entry into the electronic medical record. Burnout and professional fulfillment were assessed using the Stanford PFI at baseline and post-intervention. Pre-test and post-test surveys were completed by 35/38 participants (92% survey completion rate). Results showed a significant reduction in burnout scores, with the median burnout score improving from 4.16 to 3.16 (p=0.005), with validated Stanford PFI cutoff for overall burnout 3.33. Burnout rates decreased from 69% to 43%. There was a notable improvement in interpersonal disengagement scores (3.6 vs. 2.5, p<0.001), although work exhaustion scores did not significantly change. Professional fulfillment showed a modest, non-significant upward trend (6.1 vs. 6.5, p=0.10). Ambient AI significantly reduces healthcare provider burnout and may enhance professional fulfillment. By alleviating documentation burdens, ambient AI can improve operational efficiency and provider well-being. These findings suggest that broader implementation of ambient AI could be a strategic intervention to combat burnout in healthcare settings.

Establishing Medical Intelligence-Leveraging Fast Healthcare Interoperability Resources to Improve Clinical Management: Retrospective Cohort and Clinical Implementation Study.

FHIR (Fast Healthcare Interoperability Resources) has been proposed to enable health data interoperability. So far, its applicability has been demonstrated for selected research projects with limited data. This study aimed to design and implement a conceptual medical intelligence framework to leverage real-world care data for clinical decision-making. A Python package for the use of multimodal FHIR data (FHIRPACK [FHIR Python Analysis Conversion Kit]) was developed and pioneered in 5 real-world clinical use cases, that is, myocardial infarction, stroke, diabetes, sepsis, and prostate cancer. Patients were identified based on the ICD-10 (International Classification of Diseases, Tenth Revision) codes, and outcomes were derived from laboratory tests, prescriptions, procedures, and diagnostic reports. Results were provided as browser-based dashboards. For 2022, a total of 1,302,988 patient encounters were analyzed. (1) Myocardial infarction: in 72.7% (261/359) of cases, medication regimens fulfilled guideline recommendations. (2) Stroke: out of 1277 patients, 165 received thrombolysis and 108 thrombectomy. (3) Diabetes: in 443,866 serum glucose and 16,180 glycated hemoglobin A1c measurements from 35,494 unique patients, the prevalence of dysglycemic findings was 39% (13,887/35,494). Among those with dysglycemia, diagnosis was coded in 44.2% (6138/13,887) of the patients. (4) Sepsis: In 1803 patients, Staphylococcus epidermidis was the primarily isolated pathogen (773/2672, 28.9%) and piperacillin and tazobactam was the primarily prescribed antibiotic (593/1593, 37.2%). (5) PC: out of 54, three patients who received radical prostatectomy were identified as cases with prostate-specific antigen persistence or biochemical recurrence. Leveraging FHIR data through large-scale analytics can enhance health care quality and improve patient outcomes across 5 clinical specialties. We identified (1) patients with sepsis requiring less broad antibiotic therapy, (2) patients with myocardial infarction who could benefit from statin and antiplatelet therapy, (3) patients who had a stroke with longer than recommended times to intervention, (4) patients with hyperglycemia who could benefit from specialist referral, and (5) patients with PC with early increases in cancer markers.

Using implementation science to encourage Serious Illness Conversations on general medicine inpatient services: An interrupted time series.

Serious Illness Conversations (SICs) are not consistently integrated into existing inpatient workflows. We assessed the implementation of multiple interventions aimed at encouraging SICs with hospitalized patients. We used the Consolidated Framework for Implementation Research to identify determinants for conducting SICs by interviewing providers and the Expert Recommendations for Implementing Change to develop a list of interventions. Adult patient encounters with a Readmission Risk Score (RRS) > 28% admitted to a general medicine service from January 2019 to October 2021 and without standardized SIC documentation in the prior year were included. A multivariable segmented logistic regression model, suitable for an interrupted time series analysis, was used to assess changes in the odds of standardized SIC documentation. Barriers included those associated with the COVID-19 pandemic, such as extreme census. Facilitators included the presence of the Speaking About Goals and Expectations program and palliative care consultations. Key interventions included patient identification via the existing Quality and Safety Dashboard (QSD), weekly emails, in-person outreach, and training for faculty and trainees. There was no significant change in the odds of standardized SIC documentation despite interventions (change in temporal trend odds ratio (OR) 1.16, 95% Confidence Interval (CI) 0.98-1.39). The lack of significant change in standardized SIC documentation may be attributed to insufficient or ineffective interventions and COVID-19-related challenges. Although patient identification is a known barrier to SICs, this issue was minimized with the use of the QSD and RRS. Further research is needed to enhance the implementation of SICs in inpatient settings.

The state of primary health care systems in ten high-income countries

Abstract Primary care systems in high-income countries perform comparatively better than the U.S. system in large part due to decades of investment, an adequate workforce supply, and universal healthcare. This research identifies successes and areas of improvement of 10 high-performing primary care systems in four areas of care: 1) access, 2) continuity, 3) comprehensiveness, 4) and coordination. Cross-national comparisons using primary data from the 2022 CMWF International Health Policy Survey of Primary Care Physicians (N ranged from 321-2,092) and the 2023 CMWF International Health Policy Survey on the General Population (N ranged from 750-4,820). Countries included: Australia, Canada, France, Germany, Netherlands, New Zealand, Sweden, Switzerland, the U.K., and the U.S. • More than 90% of adults in all surveyed countries reported having a regular primary care doctor except Sweden, the U.S., and Canada. • Less than 5% of physicians reported high telehealth use in their patient encounters, except for in the U.K. and New Zealand where over 10% reported high use. • Over a quarter of physicians in the U.S., Germany, and France report screening patients for social needs, compared to just 8% in the Netherlands. • Care coordination with social services was a major challenge in all surveyed countries, with over 75% of physicians in the U.K., Australia, and France reporting major challenges. Primary care systems in 10 other high-income countries outperform the U.S. system, particularly when it comes to access to care and care continuity. Policy options to consider for U.S. policymakers include narrowing the wage gap between generalist and specialist physicians and rewarding and holding providers accountable for continuity of care. On the other hand, countries like Sweden and the Netherlands can learn from the U.S. on how to adequately coordinate care between primary care physicians, specialists, and hospitals. Key messages • Investment in primary care yields better health outcomes, greater equity and lower costs. • Many high-income countries in Europe have high performing primary care systems, something the U.S. system can learn from.