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1.
J Emerg Med ; 66(2): 170-176, 2024 Feb.
Article in English | MEDLINE | ID: mdl-38262781

ABSTRACT

BACKGROUND: Considerable variability exists in emergency physicians' (EPs) rates of resource utilization, which may cluster in distinct patterns. However, previous studies have focused on academic and tertiary care centers, and it is unclear whether similar patterns exist in community practice. OBJECTIVE: Our aim was to examine whether EPs practicing in community emergency departments (EDs) have practice patterns similar to those of academic EDs. Secondarily, we sought to investigate the effects of shared visits with advanced practice professionals and residents. METHODS: This was a retrospective study of two community EDs affiliated with an academic network. There were 62,860 visits among 50 EPs analyzed from October 1, 2018 through January 31, 2020 for rates of advanced imaging, admission, and shared visits. To classify practice patterns, we used a Gaussian Mixture Model (GMM), with groups and covariance determined by Bayesian Information Criteria. RESULTS: Our GMM revealed three groups. The largest had homogeneous patterns of resource use (n = 28; 50% were female; years of experience: 7; interquartile range [IQR] 2-11; advanced imaging: 28%; admission: 19%; shared: 34%), a small group with lower resource use (n = 4; 0% were female; years of experience: 6; IQR 4-10; advanced imaging: 28%; admission: 16%; shared: 8%), and a modest high-resource group (n = 18; 28% female; years of experience: 5; IQR 2-16; advanced imaging: 34%; admission: 23%; shared: 43%). Rates of shared visits had little direct correlation with imaging (r2 = 0.045) or admission (r2 = 0.093), and rates of imaging and admission were weakly correlated (r2 = 0.242). CONCLUSIONS: Our data suggest that community EPs may have multiple patterns of resource use, similar to those in academic EDs.


Subject(s)
Diagnostic Imaging , Physicians , Humans , Female , Male , Retrospective Studies , Bayes Theorem , Emergency Service, Hospital , Practice Patterns, Physicians'
2.
J Emerg Med ; 62(4): 468-474, 2022 04.
Article in English | MEDLINE | ID: mdl-35101310

ABSTRACT

BACKGROUND: Variability exists in emergency physician (EP) resource utilization as measured by ordering practices, rate of consultation, and propensity to admit patients. OBJECTIVE: To validate and expand upon previous data showing that resource utilization as measured by EP ordering patterns is positively correlated with admission rates. METHODS: This is a retrospective study of routinely gathered operational data from the ED of an urban academic tertiary care hospital. We collected individual EP data on advanced imaging, consultation, and admission rates per patient encounter. To investigate whether there might be distinct groups of practice patterns relating these 3 resources, we used a Gaussian mixture model, a classification method used to determine the likelihood of distinct subgroups within a larger population. RESULTS: Our Gaussian mixture model revealed 3 distinct groups of EPs based on their ordering practices. The largest group is characterized by a homogenous pattern of neither high or low resource utilization (n = 37, 27% female, median years' experience: 6 [interquartile ratio {IQR} 3-18]; rates of advanced imaging, 38.9%; consultation, 45.1%; and admission 39.3%), with a modest group of low-resource users (n = 15, 60% female, median years' experience: 6 [IQR 5-14]; rates of advanced imaging, 37%; consultation, 42.6%; and admission 37.3%), and far fewer members of a high-resource use group (n = 6, 0% female, median years' experience: 6 [IQR 4-16]; rates of advanced imaging, 42.2%; consultation, 45.8%; and admission 40.6%). This variation suggests that not "all testers are admitters," but that there exist wider practice variations among EPs. CONCLUSIONS: At our academic tertiary center, 3 distinct subgroups of EP ordering practices exist based on consultation rates, advanced imaging use, and propensity to admit a patient. These data validate previous work showing that resource utilization and admission rates are related, while demonstrating that more nuanced patterns of EP ordering practices exist. Further investigation is needed to understand the impact of EP characteristics and behavior on throughput and quality of care. © 2022 Elsevier Inc.


Subject(s)
Patient Admission , Physicians , Emergency Service, Hospital , Female , Humans , Male , Referral and Consultation , Retrospective Studies
3.
Int J Med Inform ; 126: 114-117, 2019 06.
Article in English | MEDLINE | ID: mdl-31029252

ABSTRACT

BACKGROUND: The landscape of mobile devices is changing and their present use by patients for healthcare purposes is unknown. An understanding of current attitudes and usage may help increase patient engagement through mobile applications. This study sought to determine characteristics of mobile device ownership among Emergency Department patients, patients' feelings regarding their use in healthcare, and desired functionality in mobile applications. METHODS: A cross-sectional survey was undertaken at a single urban tertiary care academic center. A convenience sample of adult English-speaking patients in the Emergency Department were surveyed from June 21 st, 2017 to December 30th, 2017. A secondary analysis of the data was performed based on demographic and socioeconomic factors. RESULTS: 260 patients were approached for participation, 11 patients declined, and one patient was excluded. The 248 participants had a median age of 49 (interquartile range 28-62) and 54% were female. 91% of those surveyed own smartphones, 58% owned tablets, and 77% of these patients were comfortable using mobile devices. Those without mobile devices were older (p < 0.001) and held less commercial insurance (p = 0.01). A majority of patients were interested in using applications to enter information, track their visit, view results, and communicate with providers during their visit. Following care, there is interest in viewing information about their visit and receiving reminders for appointments and medications. Patients are also interested in using applications for learning about medical conditions and managing medications. Though there are mixed feelings regarding the protection of privacy by apps, they are felt to be safe, effective, useful, and not difficult to use. CONCLUSION: Ownership of smartphones is high across the Emergency Department population and patients are enthusiastic about using mobile devices as part of their care. Further study can elucidate opportunities to further integrate mobile device applications into patient care.


Subject(s)
Ownership , Patients , Smartphone/statistics & numerical data , Adult , Cross-Sectional Studies , Emergency Service, Hospital , Female , Humans , Male , Middle Aged , Mobile Applications/statistics & numerical data , Socioeconomic Factors , Surveys and Questionnaires
4.
Am J Gastroenterol ; 112(2): 290-296, 2017 02.
Article in English | MEDLINE | ID: mdl-27402501

ABSTRACT

OBJECTIVES: Sedation is required to perform endoscopic retrograde cholangiopancreatography (ERCP) and endoscopic ultrasound (EUS) given the duration and complexity of these advanced procedures. Sedation options include anesthetist-directed sedation (ADS) vs. gastroenterologist-directed sedation (GDS). Although ADS has been shown to shorten induction and recovery times, it is not established whether it impacts likelihood of procedure completion. Our aim was to assess whether ADS impacts the success of advanced endoscopy procedures. METHODS: We prospectively assessed the sedation strategy for patients undergoing ERCP and EUS between October 2010 and October 2013. Although assignment to ADS vs. GDS was not randomized, it was determined by day of the week. A sensitivity analysis using propensity score matching was used to model a randomized trial. The main outcome, procedure failure, was defined as an inability to satisfactorily complete the ERCP or EUS such that an additional endoscopic, radiographic, or surgical procedure was required. Failure was further categorized as failure due to inadequate sedation vs. technical problems. RESULTS: During the 3-year study period, 60% of the 1,171 procedures were carried out with GDS and 40% were carried out with ADS. Failed procedures occurred in 13.0% of GDS cases compared with 8.9% of ADS procedures (multivariate odds ratio (OR): 2.4 (95% confidence interval (CI): 1.5-3.6)).This was driven by a higher rate of sedation failures in the GDS group, 7.0%, than in the ADS group, 1.3% (multivariate OR: 7.8 (95% CI: 3.3-18.8)). There was no difference in technical success between the GDS and ADS groups (multivariate OR: 1.2 (95% CI: 0.7-1.9)). We were able to match 417 GDS cases to 417 ADS cases based on procedure type, indication, and propensity score. Analysis of the propensity score-matched patients confirmed our findings of increased sedation failure (multivariate OR: 8.9 (95% CI: 2.5-32.1)) but not technical failure (multivariate OR: 1.2 (0.7-2.2)) in GDS compared with ADS procedures. Adverse events of sedation were rare in both groups. Failed ERCP in the GDS group resulted in a total of 93 additional days of hospitalization. We estimate that $67,891 would have been saved if ADS had been used for all ERCP procedures. No statistically significant difference in EUS success was identified, although this sub-analysis was limited by sample size. CONCLUSION: ADS improves the success of advanced endoscopic procedures. Its routine use may increase the quality and efficiency of these services.


Subject(s)
Cholangiopancreatography, Endoscopic Retrograde/methods , Conscious Sedation/methods , Deep Sedation/methods , Endosonography/methods , Gastroenterologists , Health Care Costs , Nurse Anesthetists , Postoperative Complications/epidemiology , Adolescent , Adult , Aged , Aged, 80 and over , Anesthesia, General/economics , Anesthesia, General/methods , Anesthetists , Child , Cholangiopancreatography, Endoscopic Retrograde/economics , Conscious Sedation/economics , Deep Sedation/economics , Endosonography/economics , Female , Humans , Male , Middle Aged , Multivariate Analysis , Odds Ratio , Operative Time , Propensity Score , Prospective Studies , Young Adult
5.
Am J Emerg Med ; 34(6): 1043-8, 2016 Jun.
Article in English | MEDLINE | ID: mdl-27055604

ABSTRACT

BACKGROUND: Chart review has been the mainstay of medical quality assurance practices since its introduction more than a century ago. The validity of chart review, however, has been vitiated by a lack of methodological rigor. OBJECTIVES: By measuring the degree of interrater agreement among a 13-member review board of emergency physicians, we sought to validate the reliability of a chart review-based quality assurance process using computerized screening based on explicit case parameters. METHODS: All patients presenting to an urban, tertiary care academic medical center emergency department (annual volume of 57,000 patients) between November 2012 and November 2013 were screened electronically. Cases were programmatically flagged for review according to explicit criteria: return within 72hours, procedural evaluation, floor-to-ICU transfer within 24hours of admission, death within 24hours of admission, physician complaints, and patient complaints. Each case was reviewed independently by a 13-member emergency department quality assurance committee all of whom were board certified in emergency medicine and trained in the use of the tool. None of the reviewers were involved in the care of the specific patients reviewed by them. Reviewers used a previously validated 8-point Likert scale to rate the (1) coordination of patient care, (2) presence and severity of adverse events, (3) degree of medical error, and (4) quality of medical judgment. Agreement among reviewers was assessed with the intraclass correlation coefficient (ICC) for each parameter. RESULTS: Agreement and the degree of significance for each parameter were as follows: coordination of patient care (ICC=0.67; P<.001), presence and severity of adverse events (ICC=0.52; P=.001), degree of medical error (ICC=0.72; P<.001), and quality of medical judgment (ICC=0.67; P<.001). CONCLUSION: Agreement in the chart review process can be achieved among physician-reviewers. The degree of agreement attainable is comparable to or superior to that of similar studies reported to date. These results highlight the potential for the use of computerized screening, explicit criteria, and training of expert reviewers to improve the reliability and validity of chart review-based quality assurance.


Subject(s)
Emergency Service, Hospital , Medical Errors , Medical Records , Quality Assurance, Health Care , Cohort Studies , Humans , Observer Variation , Reproducibility of Results
7.
PLoS Genet ; 6(7): e1001022, 2010 Jul 15.
Article in English | MEDLINE | ID: mdl-20657660

ABSTRACT

Sex-specific traits that lead to the production of dimorphic gametes, sperm in males and eggs in females, are fundamental for sexual reproduction and accordingly widespread among animals. Yet the sex-biased genes that underlie these sex-specific traits are under strong selective pressure, and as a result of adaptive evolution they often become divergent. Indeed out of hundreds of male or female fertility genes identified in diverse organisms, only a very small number of them are implicated specifically in reproduction in more than one lineage. Few genes have exhibited a sex-biased, reproductive-specific requirement beyond a given phylum, raising the question of whether any sex-specific gametogenesis factors could be conserved and whether gametogenesis might have evolved multiple times. Here we describe a metazoan origin of a conserved human reproductive protein, BOULE, and its prevalence from primitive basal metazoans to chordates. We found that BOULE homologs are present in the genomes of representative species of each of the major lineages of metazoans and exhibit reproductive-specific expression in all species examined, with a preponderance of male-biased expression. Examination of Boule evolution within insect and mammalian lineages revealed little evidence for accelerated evolution, unlike most reproductive genes. Instead, purifying selection was the major force behind Boule evolution. Furthermore, loss of function of mammalian Boule resulted in male-specific infertility and a global arrest of sperm development remarkably similar to the phenotype in an insect boule mutation. This work demonstrates the conservation of a reproductive protein throughout eumetazoa, its predominant testis-biased expression in diverse bilaterian species, and conservation of a male gametogenic requirement in mice. This shows an ancient gametogenesis requirement for Boule among Bilateria and supports a model of a common origin of spermatogenesis.


Subject(s)
Biological Evolution , RNA-Binding Proteins/genetics , Reproduction/genetics , Animals , Female , Fertility/genetics , Humans , Infertility, Male/genetics , Male , Phylogeny , Spermatogenesis/genetics
8.
Mol Hum Reprod ; 13(11): 771-9, 2007 Nov.
Article in English | MEDLINE | ID: mdl-17890780

ABSTRACT

We have entered a new era of genomics in biomedical research with the availability of genome-wide sequences and expression data, resulting in the identification of a huge number of novel reproductive genes. The challenge we are facing today is how to determine the function of those novel and known genes and their roles in normal reproductive physiology, such as gamete production, pregnancy and fertilization, and the disease physiology such as infertility, spontaneous abortion and gynecological cancers. Mouse genetics has contributed tremendously to our understanding of the genetic causes of human diseases in the past decades. The establishment of mouse mutations is an effective way to understand the function of many reproductive proteins. One of the fast-growing mouse mutagenesis technologies-gene trap mutagenesis-represents a cost-effective way to generate mutations because of the public availability of mouse embryonic stem (ES) cell lines carrying insertional mutations and the continuing expansion of those ES gene trap cell lines. We review here the gene trapping technology and in particular examine its efficacy in generating mouse mutations for reproductive research. Even with the existing gene trap cell lines, many of the genes important for reproductive function through traditional knockout and chemical mutagenesis have been trapped, demonstrating gene trapping's efficacy in mutating genes involved in reproductive development. Comparing genes expressed in specific reproductive sub-cellular organelles and in the entire testis and ovary with gene trap lines in the International Gene Trap Consortium (IGTC) database, we could identify a significant portion of those genes as having been trapped, representing a great resource for establishing mouse models for reproductive research. Establishment and analysis of these mouse models, for example, could help with identifying genetic abnormalities underlying male infertility and other reproductive diseases.


Subject(s)
Genomics/methods , Mutagenesis , Animals , Cell Line , Female , Male , Mice , Mutagenesis, Insertional/methods , Reproduction/genetics , Spermatogenesis/genetics , Stem Cells/metabolism
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