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1.
Pediatrics ; 152(5)2023 Nov 01.
Article in English | MEDLINE | ID: mdl-37860839

ABSTRACT

OBJECTIVES: To describe the proportion of pediatric mental health emergency department (MH-ED) visits across 5 COVID-19 waves in New York City (NYC) and to examine the relationship between MH-ED visits, COVID-19 prevalence, and societal restrictions. METHODS: We conducted a time-series analysis of MH-ED visits among patients ages 5 to 17 years using the INSIGHT Clinical Research Network, a database from 5 medical centers in NYC from January 1, 2016, to June 12, 2022. We estimated seasonally adjusted changes in MH-ED visit rates during the COVID-19 pandemic, compared with predicted prepandemic levels, specific to each COVID-19 wave and stratified by mental health diagnoses and sociodemographic characteristics. We estimated associations between MH-ED visit rates, COVID-19 prevalence, and societal restrictions measured by the Stringency Index. RESULTS: Of 686 500 ED visits in the cohort, 27 168 (4.0%) were MH-ED visits. The proportion of MH-ED visits was higher during each COVID-19 wave compared with predicted prepandemic trends. Increased MH-ED visits were seen for eating disorders across all waves; anxiety disorders in all except wave 3; depressive disorders and suicidality/self-harm in wave 2; and substance use disorders in waves 2, 4, and 5. MH-ED visits were increased from expected among female, adolescent, Asian race, high Child Opportunity Index patients. There was no association between MH-ED visits and NYC COVID-19 prevalence or NY State Stringency Index. CONCLUSIONS: The proportion of pediatric MH-ED visits during the COVID-19 pandemic was higher during each wave compared with the predicted prepandemic period, with varied increases among diagnostic and sociodemographic subgroups. Enhanced pediatric mental health resources are essential to address these findings.


Subject(s)
COVID-19 , Mental Health , Adolescent , Humans , Child , Female , COVID-19/epidemiology , Emergencies , New York City/epidemiology , Pandemics , Emergency Service, Hospital
2.
Appl Clin Inform ; 14(3): 494-502, 2023 05.
Article in English | MEDLINE | ID: mdl-37059455

ABSTRACT

BACKGROUND: A growing body of literature has linked usability limitations within electronic health records (EHRs) to adverse outcomes which may in turn affect EHR system transitions. NewYork-Presbyterian Hospital, Columbia University College of Physicians and Surgeons (CU), and Weill Cornell Medical College (WC) are a tripartite organization with large academic medical centers that initiated a phased transition of their EHRs to one system, EpicCare. OBJECTIVES: This article characterizes usability perceptions stratified by provider roles by surveying WC ambulatory clinical staff already utilizing EpicCare and CU ambulatory clinical staff utilizing iterations of Allscripts before the implementation of EpicCare campus-wide. METHODS: A customized 19-question electronic survey utilizing usability constructs based on the Health Information Technology Usability Evaluation Scale was anonymously administered prior to EHR transition. Responses were recorded with self-reported demographics. RESULTS: A total of 1,666 CU and 1,065 WC staff with ambulatory self-identified work setting were chosen. Select demographic statistics between campus staff were generally similar with small differences in patterns of clinical and EHR experience. Results demonstrated significant differences in EHR usability perceptions among ambulatory staff based on role and EHR system. WC staff utilizing EpicCare accounted for more favorable usability metrics than CU across all constructs. Ordering providers (OPs) denoted less usability than non-OPs. The Perceived Usefulness and User Control constructs accounted for the largest differences in usability perceptions. The Cognitive Support and Situational Awareness construct was similarly low for both campuses. Prior EHR experience demonstrated limited associations. CONCLUSION: Usability perceptions can be affected by role and EHR system. OPs consistently denoted less usability overall and were more affected by EHR system than non-OPs. While there was greater perceived usability for EpicCare to perform tasks related to care coordination, documentation, and error prevention, there were persistent shortcomings regarding tab navigation and cognitive burden reduction, which have implications on provider efficiency and wellness.


Subject(s)
Electronic Health Records , Surgeons , Humans , Academic Medical Centers , Documentation , Surveys and Questionnaires
3.
Stroke ; 54(4): 992-1000, 2023 04.
Article in English | MEDLINE | ID: mdl-36866670

ABSTRACT

BACKGROUND: Smoking cessation rates after stroke and transient ischemic attack are suboptimal, and smoking cessation interventions are underutilized. We performed a cost-effectiveness analysis of smoking cessation interventions in this population. METHODS: We constructed a decision tree and used Markov models that aimed to assess the cost-effectiveness of varenicline, any pharmacotherapy with intensive counseling, and monetary incentives, compared with brief counseling alone in the secondary stroke prevention setting. Payer and societal costs of interventions and outcomes were modeled. The outcomes were recurrent stroke, myocardial infarction, and death using a lifetime horizon. Estimates and variance for the base case (35% cessation), costs and effectiveness of interventions, and outcome rates were imputed from the stroke literature. We calculated incremental cost-effectiveness ratios and incremental net monetary benefits. An intervention was considered cost-effective if the incremental cost-effectiveness ratio was less than the willingness-to-pay threshold of $100 000 per quality-adjusted life-year (QALY) or when the incremental net monetary benefit was positive. Probabilistic Monte Carlo simulations modeled the impact of parameter uncertainty. RESULTS: From the payer perspective, varenicline and pharmacotherapy with intensive counseling were associated with more QALYs (0.67 and 1.00, respectively) at less total lifetime costs compared with brief counseling alone. Monetary incentives were associated with 0.71 more QALYs at an additional cost of $120 compared with brief counseling alone, yielding an incremental cost-effectiveness ratio of $168/QALY. From the societal perspective, all 3 interventions provided more QALYs at less total costs compared with brief counseling alone. In 10 000 Monte Carlo simulations, all 3 smoking cessation interventions were cost-effective in >89% of runs. CONCLUSIONS: For secondary stroke prevention, it is cost-effective and potentially cost-saving to deliver smoking cessation therapy beyond brief counseling alone.


Subject(s)
Ischemic Attack, Transient , Ischemic Stroke , Smoking Cessation , Stroke , Humans , Varenicline/therapeutic use , Cost-Benefit Analysis , Ischemic Attack, Transient/prevention & control , Stroke/prevention & control , Stroke/drug therapy , Quality-Adjusted Life Years
4.
J Emerg Med ; 64(2): 195-199, 2023 02.
Article in English | MEDLINE | ID: mdl-36803448

ABSTRACT

BACKGROUND: The Omicron variant of SARS-CoV-2 has a predilection for the upper airways, causing symptoms such as sore throat, hoarse voice, and stridor. OBJECTIVE: We describe a series of children with COVID-19-associated croup in an urban multicenter hospital system. METHODS: We conducted a cross-sectional study of children ≤18 years of age presenting to the emergency department during the COVID-19 pandemic. Data were extracted from an institutional data repository comprised of all patients who were tested for SARS-CoV-2. We included patients with a croup diagnosis by International Classification of Diseases, 10th revision code and a positive SARS-CoV-2 test within 3 days of presentation. We compared demographics, clinical characteristics, and outcomes for patients presenting during a pre-Omicron period (March 1, 2020-December 1, 2021) to the Omicron wave (December 2, 2021-February 15, 2022). RESULTS: We identified 67 children with croup, 10 (15%) pre-Omicron and 57 (85%) during the Omicron wave. The prevalence of croup among SARS-CoV-2-positive children increased by a factor of 5.8 (95% confidence interval 3.0-11.4) during the Omicron wave compared to prior. More patients were ≥6 years of age in the Omicron wave than prior (19% vs. 0%). The majority were not hospitalized (77%). More patients ≥6 years of age received epinephrine therapy for croup during the Omicron wave (73% vs. 35%). Most patients ≥6 years of age had no croup history (64%) and only 45% were vaccinated against SARS-CoV-2. CONCLUSION: Croup was prevalent during the Omicron wave, atypically affecting patients ≥6 years of age. COVID-19-associated croup should be added to the differential diagnosis of children with stridor, regardless of age. © 2022 Elsevier Inc.


Subject(s)
COVID-19 , Croup , Respiratory Tract Infections , Humans , Child , SARS-CoV-2 , New York City , Cross-Sectional Studies , Pandemics , Respiratory Sounds
5.
Acad Pediatr ; 23(5): 1011-1019, 2023 Jul.
Article in English | MEDLINE | ID: mdl-36566950

ABSTRACT

OBJECTIVE: Determine extent of impact of coronavirus disease 2019 (COVID-19) pandemic on career choice and employment of pediatricians entering pediatric workforce. METHODS: A national, cross-sectional electronic survey of pediatricians registering for the 2021 American Board of Pediatrics initial general certifying examination on the impact of the COVID-19 pandemic on 3 aspects of career (career choice, employment search, employment offers) was performed. Data were analyzed using descriptive statistics and multivariate logistic regression to determine factors associated with the pandemic's impact on career. Thematic analysis was used to generate themes for open-ended survey questions. RESULTS: Over half (52.3%, 1767 of 3380) of pediatricians responded. Overall, 29.1% reported that the pandemic impacted their career (career choice [10.4%], employment search [15.6%], or employment offers [19.0%]); applicants to general pediatrics (GP) (52.9%) or pediatric hospitalist (PH) positions (49.3%) were most affected. Multivariate logistic regression modeling found those applying to GP (odds ratio [OR]: 3.83, 95% confidence interval [CI]: 2.22-6.60), PH (OR: 9.02, 95% CI: 5.60-14.52), and International Medical Graduates (IMGs) (OR: 1.90; 95% CI: 1.39-2.59) most likely to experience any career impact. CONCLUSIONS: Almost one third of pediatricians registering for the initial general pediatrics certifying examination reported their careers were impacted by the COVID-19 pandemic, with 10% of respondents reporting the pandemic impacted their career choice. Half of new pediatricians seeking employment reported being impacted by the pandemic, particularly IMGs. As the pandemic evolves, career advising will continue to be critical to support trainees in their career choices and employment.


Subject(s)
COVID-19 , Pediatrics , Humans , United States/epidemiology , Child , Pandemics , Cross-Sectional Studies , Pediatricians , Workforce , Career Choice
6.
ACR Open Rheumatol ; 5(1): 4-9, 2023 Jan.
Article in English | MEDLINE | ID: mdl-36317552

ABSTRACT

OBJECTIVE: Self-efficacy, the internal belief that one can perform a specific task successfully, influences behavior. To promote critical appraisal of medical literature, rheumatology training programs should foster both competence and self-efficacy for critical appraisal. This study aimed to investigate whether select items from the Clinical Research Appraisal Inventory (CRAI), an instrument measuring clinical research self-efficacy, could be used to measure critical appraisal self-efficacy (CASE). METHODS: One hundred twenty-five trainees from 33 rheumatology programs were sent a questionnaire that included two sections of the CRAI. Six CRAI items relevant to CASE were identified a priori; responses generated a CASE score (total score range 0-10; higher = greater confidence in one's ability to perform a specific task successfully). CASE scores' internal structure and relation to domain-concordant variables were analyzed. RESULTS: Questionnaires were completed by 112 of 125 (89.6%) trainees. CASE scores ranged from 0.5 to 8.2. The six CRAI items contributing to the CASE score demonstrated high internal consistency (Cronbach's α = 0.95) and unidimensionality. Criterion validity was supported by the findings that participants with higher CASE scores rated their epidemiology and biostatistics understanding higher than that of peers (P < 0.0001) and were more likely to report referring to studies to answer clinical questions (odds ratio 2.47, 95% confidence interval 1.41-4.33; P = 0.002). The correlation of CASE scores with percentage of questions answered correctly was only moderate, supporting discriminant validity. CONCLUSION: The six-item CASE instrument demonstrated content validity, internal consistency, discriminative capability, and criterion validity, including correlation with self-reported behavior, supporting its potential as a useful measure of critical appraisal self-efficacy.

7.
Acad Pediatr ; 23(5): 993-1000, 2023 Jul.
Article in English | MEDLINE | ID: mdl-36375759

ABSTRACT

PURPOSE: Residency programs must ensure resident competence for independent practice. The coronavirus disease-19 (COVID-19) pandemic disrupted health care delivery, impacting pediatric residencies. This study examines the impact on pediatric resident education. METHODS: The authors conducted a mixed methods national survey of pediatric residency program directors (PDs) from May 2020 to July 2020. Data analysis included descriptive statistics, chi-square, and Wilcoxon rank sum tests. Multivariable modeling identified factors associated with resident preparation for more senior roles. Thematic analysis was performed on open-ended questions about PD COVID-19 pandemic recommendations to peers, Accreditation Council for Graduate Medical Education and American Board of Pediatrics. RESULTS: Response rate was 55% (110/199). PDs reported the COVID-19 pandemic negatively affected inpatient (n = 86, 78.2%), and outpatient education (n = 104, 94.5%), procedural competence (n = 64; 58.2%), and resident preparation for more senior roles (n = 50, 45.5%). In bivariate analyses, increasingly negative impacts on inpatient and outpatient education were associated with an increasingly negative impact on resident preparation for more senior roles (P = .03, P = .008), these relationships held true in multivariable analysis. Qualitative analysis identified 4 themes from PD recommendations: 1) Clear communication from governing bodies and other leaders; 2) Flexibility within programs and from governing bodies; 3) Clinical exposure is key for competency development; 4) Online platforms are important for education, communication, and support. CONCLUSIONS: The COVID-19 pandemic negatively impacted inpatient and outpatient education. When these were more negatively impacted, resident preparation for more senior roles was worse, highlighting the importance of competency based medical education to tailor experiences ensuring each resident is competent for independent practice.


Subject(s)
COVID-19 , Internship and Residency , Humans , United States , Child , Pandemics , Education, Medical, Graduate/methods , Competency-Based Education , Surveys and Questionnaires
8.
Med Educ Online ; 28(1): 2153782, 2023 Dec.
Article in English | MEDLINE | ID: mdl-36454201

ABSTRACT

BACKGROUND: Most medical students entering clerkships have limited understanding of clinical reasoning concepts. The value of teaching theories of clinical reasoning and cognitive biases to first-year medical students is unknown. This study aimed to evaluate the value of explicitly teaching clinical reasoning theory and cognitive bias to first-year medical students. METHODS: Using Kolb's experiential learning model, we introduced dual process theory, script theory, and cognitive biases in teaching clinical reasoning to first-year medical students at an academic medical center in New York City between January and June 2020. Due to the COVID-19 pandemic, instruction was transitioned to a distance learning format in March 2020. The curriculum included a series of written clinical reasoning examinations with facilitated small group discussions. Written self-assessments prompted each student to reflect on the experience, draw conclusions about their clinical reasoning, and plan for future encounters involving clinical reasoning. We evaluated the value of the curriculum using mixed-methods to analyze faculty assessments, student self-assessment questionnaires, and an end-of-curriculum anonymous questionnaire eliciting student feedback. RESULTS: Among 318 total examinations of 106 students, 254 (80%) had a complete problem representation, while 199 (63%) of problem representations were considered concise. The most common cognitive biases described by students in their clinical reasoning were anchoring bias, availability bias, and premature closure. Four major themes emerged as valuable outcomes of the CREs as identified by students: (1) synthesis of medical knowledge; (2) enhanced ability to generate differential diagnoses; (3) development of self-efficacy related to clinical reasoning; (4) raised awareness of personal cognitive biases. CONCLUSIONS: We found that explicitly teaching clinical reasoning theory and cognitive biases using an experiential learning model provides first-year medical students with valuable opportunities for developing knowledge, skills, and self-efficacy related to clinical reasoning.


Subject(s)
COVID-19 , Students, Medical , Humans , Problem-Based Learning , Clinical Reasoning , Pandemics , Curriculum , Bias , Cognition
9.
Children (Basel) ; 9(7)2022 Jul 14.
Article in English | MEDLINE | ID: mdl-35884027

ABSTRACT

The emergence of the Omicron variant was accompanied by an acute increase in COVID-19 cases and hospitalizations in New York City. An increased incidence of COVID-19-associated croup in children during the Omicron wave has been recognized, suggesting that there may be other changes in clinical symptoms and severity. To better understand clinical outcomes and health care utilization in children infected with SARS-CoV-2 during the Omicron wave, we performed a cross-sectional study in pediatric patients aged ≤18 years who were tested for SARS-CoV-2 in pediatric emergency departments within a large medical system in New York City from 2 December 2021 to 23 January 2022. We described the clinical characteristics and outcomes of pediatric patients who presented to the pediatric emergency department and were hospitalized with SARS-CoV-2 infection during the Omicron wave in New York City. There were 2515 children tested in the ED for SARS-CoV-2 of whom 794 (31.6%) tested positive. Fifty-eight children were hospitalized for a COVID-19-related indication, representing 7.3% of all COVID-19-positive children and 72% of hospitalized COVID-19-positive children. Most (64%) children hospitalized for a COVID-19-related indication were less than 5 years old. Indications for hospitalization included respiratory symptoms, clinical monitoring of patients with comorbid conditions, and exacerbations of underlying disease. Eleven (19%) hospitalized children were admitted to the ICU and six (10%) required mechanical ventilation. Children infected with COVID-19 during the Omicron wave, particularly those less than 5 years old, were at risk for hospitalization. A majority of hospitalizations were directly related to COVID-19 infection although clinical indications varied with less than a half being admitted for respiratory diseases including croup. Our findings underscore the need for an effective COVID-19 vaccine in those less than 5 years old, continued monitoring for changes in clinical outcomes and health care utilization in children as more SARS-CoV-2 variants emerge, and understanding that children are often admitted for non-respiratory diseases with COVID-19.

10.
Vaccines (Basel) ; 10(7)2022 Jun 30.
Article in English | MEDLINE | ID: mdl-35891222

ABSTRACT

While the COVID-19 pandemic has caused major educational disruptions, it has also catalyzed innovation in service-learning as a real-time response to pandemic-related problems. The limited number of qualified providers was primed to restrict SARS-CoV-2 vaccination efforts. Thus, New York State temporarily allowed healthcare professional trainees to vaccinate, enabling medical students to support an overwhelmed healthcare system and contribute to the public health crisis. Here, we describe a service-learning vaccination program directed towards underserved communities. A faculty-led curriculum prepared medical students to communicate with patients about COVID-19 vaccines and to administer intramuscular injections. Qualified students were deployed to public vaccination clinics located in under-served neighborhoods in collaboration with an established community partner. Throughout the program, 128 students worked at 103 local events, helping to administer 26,889 vaccine doses. Analysis of a retrospective survey administered to participants revealed the program taught fundamental clinical skills and was a transformative service-learning experience. As new virus variants emerge and nations battle recurrent waves of infection, the need for effective vaccination plans continues to grow. The program described here offers a novel framework that academic medical centers could adapt to increase vaccine access in their local community and provide students with a uniquely meaningful educational experience.

11.
Pediatr Pulmonol ; 57(4): 982-990, 2022 04.
Article in English | MEDLINE | ID: mdl-35018735

ABSTRACT

BACKGROUND: Scholarly activity training is a required component of pediatric pulmonology fellowship programs. However, there are no data on resources and barriers to training and factors associated with fellow productivity. METHODS: We surveyed US pediatric pulmonology fellowship program directors (FPDs) between March and October 2019. Our primary outcome was fellow productivity (>75% of fellows in the past 5 years had a manuscript accepted in a peer-reviewed journal). Analyses included descriptive statistics, χ2 and Fisher's exact tests for categorical values, and t-test or Wilcoxon rank-sum test for numerical values. RESULTS: Sixty-one percent (33/54) of FPDs completed the survey. Seventy-nine percent reported that most fellows completed clinical, basic science, or translational research. However, only 21% reported that most fellows pursued research positions after graduation; academic clinical positions were more common. For 21%, lack of funding and competing clinical responsibilities were barriers to completing the scholarly activity. Only 39% had highly productive programs; those FPDs were more likely to be highly satisfied with fellow scholarly activity products (p = 0.049) and have >6 publications in the previous 3 years (p = 0.03). Fifty-two percent of FPDs believed that pediatric pulmonary training should be shortened to 2 years for those pursuing clinical or clinician-educator careers. CONCLUSIONS: Barriers to scholarly activity training in pediatric pulmonology programs threaten the pipeline of academic pediatric pulmonologists and physician-investigators. Aligning fellow scholarly activity and clinical training with the skills required in their postgraduate positions could optimize the utilization of limited resources and better support career development.


Subject(s)
Fellowships and Scholarships , Pulmonary Medicine , Child , Curriculum , Education, Medical, Graduate , Humans , Pulmonary Medicine/education , Surveys and Questionnaires
12.
Pediatrics ; 148(4)2021 10.
Article in English | MEDLINE | ID: mdl-34593650

ABSTRACT

BACKGROUND AND OBJECTIVES: Factorial design of a natural experiment was used to quantify the benefit of individual and combined bundle elements from a 4-element discharge transition bundle (checklist, teach-back, handoff to outpatient providers, and postdischarge phone call) on 30-day readmission rates (RRs). METHODS: A 24 factorial design matrix of 4 bundle element combinations was developed by using patient data (N = 7725) collected from January 2014 to December 2017 from 4 hospitals. Patients were classified into 3 clinical risk groups (CRGs): no chronic disease (CRG1), single chronic condition (CRG2), and complex chronic condition (CRG3). Estimated main effects of each bundle element and their interactions were evaluated by using Study-It software. Because of variation in subgroup size, important effects from the factorial analysis were determined by using weighted effect estimates. RESULTS: RR in CRG1 was 3.5% (n = 4003), 4.1% in CRG2 (n = 1936), and 17.6% in CRG3 (n = 1786). Across the 3 CRGs, the number of subjects in the factorial groupings ranged from 16 to 674. The single most effective element in reducing RR was the checklist in CRG1 and CRG2 (reducing RR by 1.3% and 3.0%) and teach-back in CRG3 (by 4.7%) The combination of teach-back plus a checklist had the greatest effect on reducing RR in CRG3 by 5.3%. CONCLUSIONS: The effect of bundle elements varied across risk groups, indicating that transition needs may vary on the basis of population. The combined use of teach-back plus a checklist had the greatest impact on reducing RR for medically complex patients.


Subject(s)
Child, Hospitalized , Patient Care Bundles/methods , Patient Discharge/statistics & numerical data , Patient Readmission/statistics & numerical data , Aftercare , Ambulatory Care , Checklist , Child , Child, Preschool , Factor Analysis, Statistical , Female , Humans , Male , Patient Education as Topic , Retrospective Studies , Teach-Back Communication
13.
Med Educ Online ; 26(1): 1996216, 2021 Dec.
Article in English | MEDLINE | ID: mdl-34710002

ABSTRACT

The COVID-19 pandemic resulted in significant disruptions to medical education. The patient care space was unavailable as a learning environment, which compounded the complexity of preparing students for clerkships with a traditional transition to clerkship (TTC) curriculum. We developed a multimodal, structured approach to re-introduce students to the clinical space prior to the start of clerkships. 105 second year medical students completed a 4-week clinical enhancement course. A modified Delphi method was used to select core topics, which were then anchored to key Entrustable Professional Activities (EPAs). Students participated in 9 virtual problem-based cases, workshops and multiple supervised patient encounters. Students were surveyed before, during, and after the course; responses were compared with paired t-tests. 25.9% rated the course as excellent, 44.2% as very good, and 19.5% as good. Compared to baseline, self-perceived efficacy grew significantly (P < 0.05) across all EPAs. Improvements in key competencies were sustained when students were surveyed 2 weeks into their first clerkship. This was a well-received, novel course, focused on helping students transition back into the clinical space through a multimodal teaching approach. This framework may be used by other institutions seeking to restructure their TTC initiatives.


Subject(s)
COVID-19 , Clinical Clerkship , Students, Medical , Clinical Competence , Curriculum , Humans , Pandemics , SARS-CoV-2
16.
Pediatrics ; 147(1)2021 01.
Article in English | MEDLINE | ID: mdl-33262266

ABSTRACT

BACKGROUND AND OBJECTIVES: The educational requirements for pediatric fellows include at least 12 months of scholarly activity and generation of a work product. Yet there lacks detailed guidance on how programs can best integrate scholarly activity training into fellowships. Our objectives were to understand the resources and barriers to training and identify factors associated with productivity. METHODS: We surveyed pediatric fellowship program directors (FPDs) nationally in 2019. Data analysis included descriptive statistics, χ2 and Fisher's exact tests, and multivariable modeling to identify factors associated with high productivity (>75% of fellows in the past 5 years had an article from their fellowship accepted). RESULTS: A total of 499 of 770 FPDs responded (65%). A total of 174 programs (35%) were highly productive. The most frequent major barriers were a lack of funding for fellows to conduct scholarship (21%, n = 105) and lack of sufficient divisional faculty mentorship (16%, n = 79). The median number of months for scholarship with reduced clinical obligations scholarship was 17. A total of 40% (n = 202) of FPDs believed training should be shortened to 2 years for clinically oriented fellows. Programs with a T32 and a FPD with >5 publications in the past 3 years were twice as likely to be productive. Not endorsing lack of adequate Scholarship Oversight Committee expertise and a research curriculum as barriers was associated with increased productivity (odds ratio = 1.83-1.65). CONCLUSIONS: Despite significant protected fellow research time, most fellows do not publish. Ensuring a program culture of research may provide the support needed to take projects to publication. The fellowship community may consider reevaluating the fellowship duration, particularly for those pursing nonresearch focused careers.


Subject(s)
Fellowships and Scholarships , Pediatrics , Publishing/statistics & numerical data , Humans , Mentors/statistics & numerical data , Pediatrics/education , Personnel Staffing and Scheduling , Research Support as Topic/statistics & numerical data , Surveys and Questionnaires , United States
18.
J Am Med Inform Assoc ; 27(5): 709-716, 2020 05 01.
Article in English | MEDLINE | ID: mdl-32159774

ABSTRACT

OBJECTIVE: Predictive analytics are potentially powerful tools, but to improve healthcare delivery, they must be carefully integrated into healthcare organizations. Our objective was to identify facilitators, challenges, and recommendations for implementing a novel predictive algorithm which aims to prospectively identify patients with high preventable utilization to proactively involve them in preventative interventions. MATERIALS AND METHODS: In preparation for implementing the predictive algorithm in 3 organizations, we interviewed 3 stakeholder groups: health systems operations (eg, chief medical officers, department chairs), informatics personnel, and potential end users (eg, physicians, nurses, social workers). We applied thematic analysis to derive key themes and categorize them into the dimensions of Sittig and Singh's original sociotechnical model for studying health information technology in complex adaptive healthcare systems. Recruiting and analysis were conducted iteratively until thematic saturation was achieved. RESULTS: Forty-nine interviews were conducted in 3 healthcare organizations. Technical components of the implementation (hardware and software) raised fewer concerns than alignment with sociotechnical factors. Stakeholders wanted decision support based on the algorithm to be clear and actionable and incorporated into current workflows. However, how to make this disease-independent classification tool actionable was perceived as a challenge, and appropriate patient interventions informed by the algorithm appeared likely to require substantial external and institutional resources. Stakeholders also described the criticality of trust, credibility, and interpretability of the predictive algorithm. CONCLUSIONS: Although predictive analytics can classify patients with high accuracy, they cannot advance healthcare processes and outcomes without careful implementation that takes into account the sociotechnical system. Key stakeholders have strong perceptions about facilitators and challenges to shape successful implementation.


Subject(s)
Algorithms , Decision Support Techniques , Electronic Health Records , Forecasting , Health Personnel , Humans , Interviews as Topic , Qualitative Research , Risk Assessment/methods
19.
Acad Pediatr ; 20(7): 998-1006, 2020.
Article in English | MEDLINE | ID: mdl-32087378

ABSTRACT

OBJECTIVE: Training residents to be scholars is endorsed by leading medical education organizations. Our previous research suggests that the scholarly activity (SA) training experience is highly variable across pediatric residency programs, and residents and program directors (PDs) are generally dissatisfied. Understanding how PD and resident views align can help programs better guide resource allocation and improvement efforts. METHODS: We conducted cross-sectional surveys of second and third year pediatric residents and PDs at 22 diverse US categorical programs. We compared resident and PD responses to SA training beliefs, barriers, and satisfaction by 2-proportion z tests. We used descriptive statistics to describe resident responses in relation to same-institution PD responses. RESULTS: About 464 of 771 residents (60.2%) and 22 PDs (100%) responded. Across programs, PDs more strongly agreed that all residents should participate in SA (59% of PDs [n = 13] versus 27% of residents [n = 127], P = .002). Residents more strongly believed all residents should have protected SA time (91% of residents [n = 424] versus 68% of PDs [n = 15], P = .001). PDs more strongly perceived gaps in other resources as barriers, including lack of funding to conduct or present SA (P < .001, P = .02), lack of statistical support (P = .03), and lack of faculty mentorship (P < .001). Within program concordance was low. CONCLUSIONS: Discordance exists between PDs and residents with respect to SA participation and necessary resources, particularly, protected time. Programs must help residents identify when SA can be accomplished. Clearer national guidelines around SA training may also be necessary to reduce discordance and improve perceptions.


Subject(s)
Internship and Residency , Child , Cross-Sectional Studies , Curriculum , Education, Medical, Graduate , Humans , Mentors , Surveys and Questionnaires , United States
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