Using real-time visualization system for data-driven decision support to achieve lung protective strategy: a retrospective observational study.

BACKGROUND: Although lung protective strategy and adjunctive intervention are associated with improved survival in patients with acute respiratory distress syndrome (ARDS), the implementation of effective therapies remains low. This study aimed to evaluate whether the use of business intelligence (BI) for real-time data visualization is associated with an improvement in lung protective strategy and adjunctive therapy. METHODS: A retrospective observational cohort study was conducted on patients with ARDS admitted between September 2020 and June 2021 at two intensive care units (ICUs) of a tertiary referral hospital in Taiwan. BI was imported for data visualization and integration to assist in clinical decision in one of the ICUs. The primary outcomes were the implementation of low tidal volume ventilation (defined as tidal volume/predicted body weight ≤ 8 mL/kg) within 24 h from ARDS onset. The secondary outcomes included ICU and hospital mortality rates. RESULTS: Among the 1201 patients admitted to the ICUs during the study period, 148 (12.3%) fulfilled the ARDS criteria, with 86 patients in the BI-assisted group and 62 patients in the standard-of-care (SOC) group. Disease severity was similar between the two groups. The application of low tidal volume ventilation strategy was significantly improved in the BI-assisted group compared with that in the SOC group (79.1% vs. 61.3%, p = 0.018). Despite their ARDS and disease severity, the BI-assisted group tended to achieve low tidal volume ventilation. The ICU and hospital mortality were lower in the BI-assisted group. CONCLUSIONS: The use of real-time visualization system for data-driven decision support was associated with significantly improved compliance to low tidal volume ventilation strategy, which enhanced the outcomes of patients with ARDS in the ICU.

The impact of overcrowding on the bacterial contamination of blood cultures in the ED.

OBJECTIVES: This study aims to determine the risk factors associated with the bacterial contamination of blood cultures among adults visiting the emergency department (ED). METHODS: Clinical variables and medical records of adults with bacterial growth of blood cultures in the ED as well as the degree of ED crowding, between August 2007 and July 2008, were prospectively collected. RESULTS: Of the 11 491 adults who underwent blood culture sampling, the medical records of 558 (4.86%) eligible patients with bacterial growth in their blood cultures were analyzed. Most patients (366, or 3.19%) had true bacteremia, whereas 192 (1.67%) were regarded as contaminated. In multivariate analyses, ED overcrowding (scoring was based on a National Emergency Department Overcrowding Study [NEDOCS] score ≥ 100 points) was independently associated with blood culture contamination (odds ratio [OR], 1.58; P = .04). In contrast, other medical comorbidities, such as liver cirrhosis (OR, 0.31; P = .02), thrombocytopenia (<100 000/mm(3); OR, 0.28; P = .002), or high serum levels of C-reactive protein (>100 mg/L; OR, 0.24; P < .001), were negatively associated with blood culture contamination. On further analysis of the 5 crowding categories as stratified by NEDOCS scores, which included not busy and busy (0-60 points), extremely busy but not overcrowded (60-100), overcrowded (100-140), severely overcrowded (140-180), and dangerously overcrowded (180-200), there was a strong correlation between blood culture contamination rates and the degrees of ED crowding (γ = 0.99, P < .001). CONCLUSIONS: Emergency department overcrowding may have an adverse impact on the quality of clinical care, including increasing the risk of blood culture contamination.

Impact of inappropriate empirical antibiotic therapy on outcome of bacteremic adults visiting the ED.

OBJECTIVES: To investigate the clinical impact of inappropriate empirical antibiotics on patient outcome and determine the risk factors for mortality in bacteremic adults who visited the emergency department (ED). METHODS: Bacteremic adults visiting the ED from January 2007 to June 2008 were identified retrospectively. Demographic characteristics, clinical conditions, bacteremic pathogens, antimicrobial agents, and outcomes were determined from chart records. RESULTS: The total of 454 eligible bacteremic adults were included in the analysis; excluded from the study were another 261 patients with contaminated blood cultures and 64 patients with ED stays of less than 24 hours. Among the included individuals, the mean age was 64.6 years, with a small predominance of males (230 patients, 50.7%). Of a total 494 bacteremic isolates, Escherichia coli (206, 41.7%) and Klebsiella species (81, 16.4%) were the most frequently encountered microorganisms. A lower 28-day mortality rate was demonstrated in bacteremic patients treated with appropriate antibiotics than that in those with inappropriate antibiotics or that in those with no antibiotic therapy, as judged by Kaplan-Meier survival curves (P = .01). Moreover, the differences among these three groups achieved higher significance (P = .002) in critically ill patients (Pittsburgh bacteremia scores of ≥ 4 points). In multivariate analyses, inappropriate antibiotic therapy in the ED was associated independently with mortality at 28 days (odds ratio, 2.26; 95% confidence interval, 1.01-5.13; P = .04). CONCLUSIONS: For bacteremic adults visiting the ED, their outcomes were favorable following appropriate antibiotics, compared to treatment with inappropriate antibiotics or no antibiotics.

A Well-Designed Implement for Promoting Population Health and Property via Insurance.

The frequency and intensity of catastrophes (including natural disasters and pandemics) rise and damage the population's health, life and property more seriously. In order to protect population health and wealth via full insurance indemnity, many countries set up a public catastrophe insurance scheme (PCIS) to maintain the function of catastrophe insurance markets. Little literature discusses the smart payment way of contributions charged by PCIS. This article design a model to describe the upward trend and cyclic frequency and intensity of catastrophic events. Such characteristics also promote the business cycle of the insurance industry. We analyze the changes in catastrophic insurer's capital structures under three cases of that the volume-based charges to the PCIS may come from equity holders or policyholders or both. PCIS may entail a shift of equity capital toward minimum solvency requirements, and then adverse incentives regarding insurer's security level arise. Various numerical experiments illustrate the changes in equity position, default probabilities, or expected policyholder deficits. The results show that the payment way of contributions should be designed carefully, not only with regard to PCIS's finance balance but also the resultant incentives and effects.

Tumor-associated Hypercalcemia in a patient with Paget's disease.

Paget's disease of the bone, which is characterized by a focal region of highly exaggerated bone remodeling, is very rare in Asia. Most patients with Paget's disease are asymptomatic; they are normocalcemic and show elevated alkaline phosphatase levels. Hypercalcemia in patients with Paget's disease has rarely been reported. We report one Chinese patient with Paget's disease involving the maxilla bone with an initial presentation of facial cellulitis. Asymptomatic hypercalcemia with a low-normal intact parathyroid hormone level developed 9 years later. After clodronate treatment, the level of alkaline phosphatase normalized, but the hypercalcemia did not respond adequately. After analysis of tumor markers and imaging studies, a clinical diagnosis of pancreatic adenocarcinoma with multiple hepatic and lung metastases with pleural effusion was made. We suggest that malignancy-associated hypercalcemia should be considered as one of the causes of hypercalcemia in patients with Paget's disease.

Factors related to missed diagnosis of incidental scabies infestations in patients admitted through the emergency department to inpatient services.

OBJECTIVES: Scabies is highly contagious and requires prompt diagnosis and implementation of infection control measures to prevent transmission and outbreaks. This study investigated the clinical and administrative correlates associated with missed diagnosis of scabies in an emergency department (ED). METHODS: This was a retrospective study of patients with incidental scabies infestations who were admitted to a university hospital via the ED during a 4-year period. RESULTS: A total of 135 inpatients were identified as having scabies; among them, 111 patients (82%) had visited the ED. Scabies were diagnosed during the ED stay in 39 of 111 patients (35%), while the diagnosis was missed in the ED in 72 patients (65%). Although no geographic clusters suggestive of nosocomial scabies transmission were registered, 160 medical workers and one hospitalized patient received prophylactic treatment due to direct skin-to-skin contact with inpatient scabies cases during the study period. Overcrowding (odds ratio [OR] = 8.4; 95% confidence interval [CI] = 1.9 to 38.0) and time constraints (OR = 8.2; 95% CI = 1.9 to 34.7) in the ED were associated with a missed diagnosis of scabies during ED stay. Patients with lower illness severity scores were at higher risk for failure to diagnose and to treat scabies prior to hospital admission (OR = 5.7; 95% CI = 1.6 to 20.9). CONCLUSIONS: Missed diagnoses of scabies during ED stay may result in nosocomial spread and increase the unnecessary use of prophylactic treatments. ED overcrowding, time constraints, and less severe illness compromise ED recognition of scabies. Health care workers should be especially alert for signs of scabies infestations under these conditions.

Frequency and prediction of abnormal findings on neuroimaging of infants with bulging anterior fontanelles.

OBJECTIVES: This study sought to determine the frequency of clinically significant abnormal findings on neuroimaging using neurosonography (NS) in infants with bulging anterior fontanelles (BAFs) and to identify infants at high or low risk for clinically significant abnormal findings on neuroimaging. METHODS: NS was performed in 45 consecutive infants with BAFs brought to the emergency department of a tertiary care hospital. NS reports were categorized as normal, clinically insignificant abnormal, or clinically significant abnormal. For each patient, demographic data, laboratory test results, and clinical diagnosis and outcome were obtained for analysis. RESULTS: Eighteen febrile and 27 nonfebrile infants with BAFs were evaluated. Clinically significant abnormal findings on NS were noted in 16 of 45 patients (36%), five of whom were febrile and 11 of whom were nonfebrile. Brain edema resulting from infection was the most common finding on NS. Univariate analysis indicated that age younger than two months in febrile patients and abnormal findings on neurologic examination in nonfebrile patients were significant clinical predictors for clinically significant abnormal findings on NS in infants with BAFs. Patients presenting with either of these clinical predictors were identified as high risk for abnormal findings on NS. Of the high-risk patients, 15 of 17 patients (88%) had clinically significant abnormal findings on NS, compared with one of 28 patients (4%) in the low-risk group. CONCLUSIONS: This study shows a 36% prevalence of clinically significant abnormal findings on NS in infants with BAFs. Emergent neuroimaging should be considered for infants who meet high-risk criteria: 1) febrile children younger than two months or 2) nonfebrile children with abnormal findings on neurologic examination.