197 results on '"Prashant, Mahajan"'
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2. Federated data health networks hold potential for accelerating emergency research
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Prashant Mahajan, Charles Macias, Amie Barda, and Christopher M. Fung
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General Earth and Planetary Sciences ,General Environmental Science - Published
- 2023
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3. Lack of Association of Household Income and Acute Gastroenteritis Disease Severity in Young Children: A Cohort Study
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Elizabeth C. Powell, Alexander J. Rogers, Stephen B. Freedman, Cindy G. Roskind, Phillip I. Tarr, Robert E. Sapien, Seema Bhatt, Karen J. O'Connell, Thomas H. Chun, David Schnadower, Cody S. Olsen, Prashant Mahajan, Cheryl Vance, and T. Charles Casper
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business.industry ,Infant ,Odds ratio ,Emergency department ,Severity of Illness Index ,Article ,Confidence interval ,Gastroenteritis ,Odds ,Cohort Studies ,Interquartile range ,Child, Preschool ,Pediatrics, Perinatology and Child Health ,Fluid Therapy ,Humans ,Household income ,Medicine ,Child ,Emergency Service, Hospital ,business ,Poverty threshold ,Demography ,Cohort study - Abstract
Objective To determine if low household income is associated with disease severity following emergency department (ED) discharge in children with acute gastroenteritis (AGE). Methods We conducted a secondary analysis employing data collected in 10 US-based tertiary-care, pediatric EDs between 2014 and 2017. Participants were aged 3 to 48 months and presented for care due to AGE. Income status was defined based on 1) home ZIP Code median annual home income and 2) percentage of home ZIP Code households below the poverty threshold. The primary outcome was moderate-to-severe AGE, defined by a post-ED visit Modified Vesikari Scale (MVS) score ≥9. Secondary outcomes included in-person revisits, revisits with intravenous rehydration, hospitalization, and etiologic pathogens. Results About 943 (97%) participants with a median age of 17 months (interquartile range 10, 28) completed follow-up. Post-ED visit MVS scores were lower for the lowest household income group (adjusted: -0.60; 95% confidence interval [CI]: -1.13, -0.07). Odds of experiencing an MVS score ≥9 did not differ between groups (adjusted odds ratio: 0.91; 95% CI: 0.54, 1.52). No difference in the post-ED visit MVS score or the proportion of participants with scores ≥9 was observed using the national poverty threshold definition. For both income definitions, there were no differences in terms of revisits following discharge, hospitalizations, and intravenous rehydration. Bacterial enteropathogens were more commonly identified in the lowest socioeconomic group using both definitions. Conclusions Lower household income was not associated with increased disease severity or resource use. Economic disparities do not appear to result in differences in the disease course of children with AGE seeking ED care.
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- 2022
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4. Derivation of the Pediatric Acute Gastroenteritis Risk Score to Predict Moderate-to-Severe Acute Gastroenteritis
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Adam C, Levine, Karen J, O'Connell, David, Schnadower, T John M, VanBuren, Prashant, Mahajan, Katrina F, Hurley, Phillip, Tarr, Cody S, Olsen, Naveen, Poonai, Suzanne, Schuh, Elizabeth C, Powell, Ken J, Farion, Robert E, Sapien, Cindy G, Roskind, Alexander J, Rogers, Seema, Bhatt, Serge, Gouin, Cheryl, Vance, and Stephen B, Freedman
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Hospitalization ,Risk Factors ,Pediatrics, Perinatology and Child Health ,Gastroenterology ,Fluid Therapy ,Humans ,Infant ,Child ,Emergency Service, Hospital ,Article ,Gastroenteritis - Abstract
OBJECTIVES: Although most acute gastroenteritis (AGE) episodes in children rapidly self-resolve, some children go on to experience more significant and prolonged illness. We sought to develop a prognostic score to identify children at risk of experiencing moderate-to-severe disease after an index emergency department (ED) visit. METHODS: Data were collected from a cohort of children 3 to 48 months of age diagnosed with AGE in 16 North American pediatric EDs. Moderate-to-severe AGE was defined as a Modified Vesikari Scale (MVS) score ≥9 during the 14-day post-ED visit. A clinical prognostic model was derived using multivariable logistic regression and converted into a simple risk score. The model’s accuracy was assessed for moderate-to-severe AGE and several secondary outcomes. RESULTS: After their index ED visit, 19% (336/1770) of participants developed moderate-to-severe AGE. Patient age, number of vomiting episodes, dehydration status, prior ED visits, and intravenous rehydration were associated with MVS ≥9 in multivariable regression. Calibration of the prognostic model was strong with a P value of 0.77 by the Hosmer-Lemenshow goodness-of-fit test, and discrimination was moderate with an area under the receiver operator characteristic curve of 0.68 (95% confidence interval [CI] 0.65–0.72). Similarly, the model was shown to have good calibration when fit to the secondary outcomes of subsequent ED revisit, intravenous rehydration, or hospitalization within 72 hours after the index visit. CONCLUSIONS: After external validation, this new risk score may provide clinicians with accurate prognostic insight into the likely disease course of children with AGE, informing disposition decisions, anticipatory guidance, and follow-up care.
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- 2022
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5. Decision Making
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Prashant Mahajan and Courtney W. Mangus
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business.industry ,Psychological intervention ,Cognition ,General Medicine ,Critical Care and Intensive Care Medicine ,Cognitive bias ,Variety (cybernetics) ,Risk analysis (engineering) ,Key (cryptography) ,Feature (machine learning) ,Medicine ,Human decision ,Heuristics ,business - Abstract
Critical care settings are unpredictable, dynamic environments where clinicians face high decision density in suboptimal conditions (stress, time constraints, competing priorities). Experts have described two systems of human decision making: one fast and intuitive; the other slow and methodical. Heuristics, or mental shortcuts, a key feature of intuitive reasoning, are often accurate, applied instinctively, and essential for efficient diagnostic decision making. Heuristics are also prone to failures, or cognitive biases, which can lead to diagnostic errors. A variety of strategies have been proposed to mitigate biases; however, current understanding of such interventions to optimize diagnostic safety is still incomplete.
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- 2022
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6. Role of Bacteria for the Recovery of Precious Metals from E-waste
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Dipika Jaspal, Smita Jadhav, and Prashant Mahajan
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- 2023
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7. Impact of COVID‐19 on the associated complications of high‐risk conditions in a statewide pediatric emergency network
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Courtney W, Mangus, Sarah J, Parker, Amy M, DeLaroche, Xingyu, Zhang, Stephen, Gunnink, Julia, Hayes, Gerard, Heath, Erica, Michiels, and Prashant, Mahajan
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General Earth and Planetary Sciences ,General Environmental Science - Abstract
The COVID-19 pandemic affected the volume and epidemiology of pediatric emergency department (ED) visits. We aimed to determine the rate of associated complications for 16 high-risk conditions in a Michigan statewide network of academic and community EDs during the pandemic.We conducted a cross-sectional study of pediatric ED visits among a network of 5 Michigan health systems during the pre-pandemic (March 1, 2019-March 10, 2020) and pandemic (March 11, 2020-March 31, 2021) periods. Data were collected from the medical record and included patient demographics, ED visit characteristics, procedure codes, and final International Classification of Diseases, 10th Revision, Clinical Modification diagnosis codes. Selection of codes for 16 high-risk conditions and diagnostic complications were identified using previously described methods. Characteristics of ED visits were compared before versus during the pandemic using χA total of 417,038 pediatric ED visits were analyzed. The proportion of patients presenting with 10 of 16 high-risk conditions (including appendicitis, sepsis, and stroke) was higher in the pandemic period compared with pre-pandemic (Despite a higher proportion of ED visits attributed to high-risk conditions, there was no increase in complications, suggesting minimal impact of the pandemic on outcomes of pediatric ED visits.
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- 2022
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8. Selection of an engineering institution: Students’ perceptions of choice characteristics and suitability under the COVID-19 pandemic
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Prashant Mahajan, Vaishali Pati, R. C. Patel Institute of Technology, Shirpur, and RCPET's IMRD, Shirpur
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FOS: Computer and information sciences ,media_common.quotation_subject ,[SHS.EDU]Humanities and Social Sciences/Education ,choice characteristics ,accounting ,Engineering education research ,Affect (psychology) ,Statistics - Applications ,Engineering education ,[SHS]Humanities and Social Sciences ,Yardstick ,0502 economics and business ,Pandemic ,students' characteristics ,Institution ,Applications (stat.AP) ,institutional characteristics ,[INFO]Computer Science [cs] ,Marketing ,Curriculum ,media_common ,4. Education ,05 social sciences ,050301 education ,suitability under COVID-19 ,Psychological resilience ,Psychology ,[SHS.GENRE]Humanities and Social Sciences/Gender studies ,0503 education ,Inclusion (education) ,050203 business & management ,Diversity (business) ,Reputation ,Diversity (politics) - Abstract
Background: COVID-19 has impacted Indian engineering institutions (EIs) enormously. It has tightened its knot around EIs that forced their previous half-shut shades completely down to prevent the risk of spreading COVID-19. In such a situation, fetching new enrollments on EI campuses is a difficult and challenging task, as students’ behavior and family preferences have changed drastically due to mental stress and emotions attached to them. Historically, during crisis situations, institutions have struggled to return to the normal track. Consequently, it becomes a prerequisite to examine the choice characteristics influencing the selection of EI during the COVID-19 pandemic to make it ‘normal’ for ‘new’ enrollments. The purpose of this study is to critically examine choice characteristics that affect students’ choice for EI and consequently to explore relationships between institutions’ characteristics and the suitability of EI during the COVID-19 pandemic across students’ characteristics. Quantitative research, conducted through a self-reported survey composed of a closed-ended structured questionnaire, was purposefully incorporated into the students who recently were enrolled in EIs (batch years 2020-2021) belonging to the North Maharashtra region of India. Results: The findings of this study revealed dissimilarities across students’ characteristics regarding the suitability of EIs under pandemic conditions. Regression analysis revealed that EI characteristics such as proximity, image and reputation, quality education and curriculum delivery have significantly contributed to suitability under COVID-19. At the micro level, multiple relationships were noted between EI characteristics and the suitability of EI under the pandemic across students’ characteristics. Conclusion: Bringing ‘normality’ to ‘new’ enrollments totally depends on EI’s resilience in meeting the needs of diversity in the COVID-19 pandemic situation, which repositions themselves to govern student-centric strategies instituted for the overall suitability of EI under pandemic conditions. The study has successfully demonstrated how choice characteristics can be executed to regulate the ‘suitability’ of EI under the COVID-19 pandemic for the inclusion of diversity. It is useful for policy makers and academicians to reposition EIs that fetch diversity during the pandemic. This study is the first to provide insights into the performance of choice characteristics and their relationship with the suitability of EIs under a pandemic and can be a yardstick in administering new enrollments.
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- 2022
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9. Fever, Absolute Neutrophil Count, Procalcitonin, and the AAP Febrile Infant Guidelines
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Nathan Kuppermann, Prashant Mahajan, and Peter S. Dayan
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Pediatrics, Perinatology and Child Health - Published
- 2022
10. The Emergency Medicine Education and Research by Global Experts (EMERGE) Network: Challenges and Lessons Learned
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Prashant, Mahajan, Shu-Ling, Chong, Vijaya Arun, Kumar, Prerna, Batra, Apoorva, Belle, Ben, Bloom, Chung-Hsien, Chaou, Ulf, Ekelund, Sagar, Galwankar, Johanna, Kaartinen, Vimal, Krishnan, Qingbian, Ma, Paul M, Middleton, Anna Miethke, Morais, Chip Jin, Ng, Daniel, Osei-Kwame, Dominik, Roth, Rasha, Sawaya, Sanjeev, Singh, Tej Prakash, Sinha, Mabel, Vasnaik, Katie, Walker, Adriana, Yock, HUS Emergency Medicine and Services, and Clinicum
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Emergency Medical Services ,3121 General medicine, internal medicine and other clinical medicine ,Data Collection ,Emergency Medicine ,Humans ,General Medicine ,3126 Surgery, anesthesiology, intensive care, radiology ,Emergency Service, Hospital ,Retrospective Studies - Abstract
Introduction: The Emergency Medicine Education and Research by Global Experts (EMERGE) network was formed to generate and translate evidence to improve global emergency care. We share the challenges faced and lessons learned in establishing a global research network. Methods: We describe the challenges encountered when EMERGE proposed the development of a global emergency department (ED) visit registry. The proposed registry was to be a six-month, retrospective, deidentified, minimal dataset of routinely collected variables, such as patient demographics, diagnosis, and disposition. Results: Obtaining reliable, accurate, and pertinent data from participating EDs is challenging in a global context. Barriers experienced ranged from variable taxonomies, need for language translation, varying site processes for curation and transfer of deidentified data, navigating institution- and country-specific data protection regulations, and substantial variation in each participating institution’s research infrastructure including training in research-related activities. We have overcome many of these challenges by creating detailed data-sharing agreements with bilateral regulatory oversight agreements between EMERGE and participating EDs, developing relationships with and training health informaticians at each site to ensure secure transfer of deidentified data, and formalizing an electronic transfer process ensuring data privacy. Conclusion: We believe that networks like EMERGE are integral to providing the necessary platforms for education, training, and research collaborations for emergency care. We identified substantial challenges in data sharing and variation in local sites’ research infrastructure and propose potential approaches to address these challenges.
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- 2022
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11. Ecological Drivers of Livestock Depredation by Large Predators
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Prashant Mahajan and Afifullah Khan
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- 2022
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12. Optimizing Pediatric Patient Safety in the Emergency Care Setting
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Madeline M. Joseph, Prashant Mahajan, Sally K. Snow, Brandon C. Ku, and Mohsen Saidinejad
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Emergency Medical Services ,Pediatrics, Perinatology and Child Health ,Humans ,Patient Safety ,Emergency Nursing ,Child ,Emergency Service, Hospital ,Emergency Treatment ,Pediatrics ,United States ,Quality of Health Care - Abstract
This is a revision of the previous American Academy of Pediatrics policy statement titled "Patient Safety in the Emergency Care Setting" and is the first joint policy statement by the American Academy of Pediatrics, the American College of Emergency Physicians, and the Emergency Nurses Association to address pediatric patient safety in the emergency care setting. Caring for children in the emergency setting can be prone to medical errors because of a number of environmental and human factors. The emergency department has frequent workflow interruptions, multiple care transitions, and barriers to effective communication. In addition, the high volume of patients, high decision density under time pressure, diagnostic uncertainty, and limited knowledge of patients' history and preexisting conditions make the safe care of critically ill and injured patients even more challenging. It is critical that all emergency departments, including general emergency departments who care for the majority of ill and injured children, understand the unique safety issues related to children. Furthermore, it is imperative that all emergency departments practice patient safety principles, support a culture of safety, and adopt best practices to improve safety for all children seeking emergency care. This policy statement outlines the recommendations necessary for emergency departments to minimize pediatric medical errors and to provide safe care for children of all ages.
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- 2022
13. Serious Bacterial Infections in Young Febrile Infants With Positive Urinalysis Results
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Prashant, Mahajan, John M, VanBuren, Leah, Tzimenatos, Andrea T, Cruz, Melissa, Vitale, Elizabeth C, Powell, Aaron N, Leetch, Michelle L, Pickett, Anne, Brayer, Lise E, Nigrovic, Peter S, Dayan, Shireen M, Atabaki, Richard M, Ruddy, Alexander J, Rogers, Richard, Greenberg, Elizabeth R, Alpern, Michael G, Tunik, Mary, Saunders, Jared, Muenzer, Deborah A, Levine, John D, Hoyle, Kathleen Grisanti, Lillis, Rajender, Gattu, Ellen F, Crain, Dominic, Borgialli, Bema, Bonsu, Stephen, Blumberg, Jennifer, Anders, Genie, Roosevelt, Lorin R, Browne, Daniel M, Cohen, James G, Linakis, David M, Jaffe, Jonathan E, Bennett, David, Schnadower, Grace, Park, Rakesh D, Mistry, Eric W, Glissmeyer, Allison, Cator, Amanda, Bogie, Kimberly S, Quayle, Angela, Ellison, Fran, Balamuth, Rachel, Richards, Octavio, Ramilo, and Nathan, Kuppermann
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Fever ,Urinary Tract Infections ,Humans ,Infant ,Bacteremia ,Bacterial Infections ,Urinalysis ,Child ,Procalcitonin ,Meningitis, Bacterial - Abstract
It is unknown whether febrile infants 29 to 60 days old with positive urinalysis results require routine lumbar punctures for evaluation of bacterial meningitis.To determine the prevalence of bacteremia and/or bacterial meningitis in febrile infants ≤60 days of age with positive urinalysis (UA) results.Secondary analysis of a prospective observational study of noncritical febrile infants ≤60 days between 2011 and 2019 conducted in the Pediatric Emergency Care Applied Research Network emergency departments. Participants had temperatures ≥38°C and were evaluated with blood cultures and had UAs available for analysis. We report the prevalence of bacteremia and bacterial meningitis in those with and without positive UA results.Among 7180 infants, 1090 (15.2%) had positive UA results. The risk of bacteremia was higher in those with positive versus negative UA results (63/1090 [5.8%] vs 69/6090 [1.1%], difference 4.7% [3.3% to 6.1%]). There was no difference in the prevalence of bacterial meningitis in infants ≤28 days of age with positive versus negative UA results (∼1% in both groups). However, among 697 infants aged 29 to 60 days with positive UA results, there were no cases of bacterial meningitis in comparison to 9 of 4153 with negative UA results (0.2%, difference -0.2% [-0.4% to -0.1%]). In addition, there were no cases of bacteremia and/or bacterial meningitis in the 148 infants ≤60 days of age with positive UA results who had the Pediatric Emergency Care Applied Research Network low-risk blood thresholds of absolute neutrophil count4 × 103 cells/mm3 and procalcitonin0.5 ng/mL.Among noncritical febrile infants ≤60 days of age with positive UA results, there were no cases of bacterial meningitis in those aged 29 to 60 days and no cases of bacteremia and/or bacterial meningitis in any low-risk infants based on low-risk blood thresholds in both months of life. These findings can guide lumbar puncture use and other clinical decision making.
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- 2022
14. Early prediction of serious infections in febrile infants incorporating heart rate variability in an emergency department: a pilot study
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John Carson Allen, Garion Zhi Xiong Koh, Rupini Piragasam, Gene Yong-Kwang Ong, Jan Hau Lee, Nan Liu, Prashant Mahajan, Shu-Ling Chong, and Marcus Eng Hock Ong
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Male ,medicine.medical_specialty ,Fever ,Vital signs ,Pilot Projects ,Infections ,Critical Care and Intensive Care Medicine ,Severity of Illness Index ,03 medical and health sciences ,0302 clinical medicine ,Heart Rate ,Predictive Value of Tests ,030225 pediatrics ,Internal medicine ,Humans ,Medicine ,Heart rate variability ,Prospective Studies ,030212 general & internal medicine ,Singapore ,biology ,Vital Signs ,business.industry ,C-reactive protein ,Infant ,General Medicine ,Emergency department ,Triage ,Early Diagnosis ,Emergency Medicine ,Absolute neutrophil count ,biology.protein ,Poincaré plot ,Female ,Observational study ,Emergency Service, Hospital ,business ,Biomarkers - Abstract
BackgroundEarly differentiation of febrile young infants with from those without serious infections (SIs) remains a diagnostic challenge. We sought to (1) compare vital signs and heart rate variability (HRV) parameters between febrile infants with versus without SIs, (2) assess the performance of HRV and vital signs with reference to current triage tools and (3) compare HRV and vital signs to HRV, vital signs and blood biomarkers, when predicting for the presence of SIs.MethodsUsing a prospective observational design, we recruited patients ResultsAmong 203 infants with a mean age of 38.4 days (SD 27.6), 67 infants (33.0%) had an SI. There were significant differences in the time, frequency and non-linear domains of HRV parameters between infants with versus without SIs. In predicting SIs, gender, temperature and the HRV non-linear parameter Poincaré plot SD2 (AUC 0.78, 95% CI 0.71 to 0.84) performed better than SIS alone (AUC 0.61, 95% CI 0.53 to 0.68). Model performance improved with the addition of absolute neutrophil count and C reactive protein (AUC 0.82, 95% CI 0.76 to 0.89).ConclusionAn exploratory prediction model incorporating HRV and biomarkers improved prediction of SIs. Further research is needed to assess if HRV can identify which young febrile infants have an SI at ED triage.Trial registration numberNCT04103151.
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- 2021
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15. Association between Age, Weight, and Dose and Clinical Response to Probiotics in Children with Acute Gastroenteritis
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Phillip I. Tarr, Cheryl Vance, Marc H. Gorelick, Prashant Mahajan, David Schnadower, Cody S. Olsen, T. Charles Casper, J. Michael Dean, Karen J. O'Connell, Robert E. Sapien, Alexander J. Rogers, Seema Bhatt, Cindy G. Roskind, Adam C. Levine, Elizabeth C. Powell, and Stephen B. Freedman
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medicine.medical_specialty ,Percentile ,Nutrition and Disease ,Medicine (miscellaneous) ,Standard score ,Placebo ,law.invention ,03 medical and health sciences ,0302 clinical medicine ,Double-Blind Method ,Randomized controlled trial ,law ,Internal medicine ,Humans ,Medicine ,030212 general & internal medicine ,Nutrition and Dietetics ,business.industry ,Probiotics ,Body Weight ,Infant ,Secondary data ,Gastroenteritis ,Clinical trial ,Diarrhea ,Child, Preschool ,Vomiting ,030211 gastroenterology & hepatology ,medicine.symptom ,business - Abstract
Background Gastroenteritis is a common and impactful disease in childhood. Probiotics are often used to treat acute gastroenteritis (AGE); however, in a large multicenter randomized controlled trial (RCT) in 971 children, Lactobacillus rhamnosus GG (LGG) was no better than placebo in improving patient outcomes. Objectives We sought to determine whether the effect of LGG is associated with age, weight z score and weight percentile adjusted for age and sex, or dose per kilogram administered. Methods This was a preplanned secondary analysis of a multicenter double-blind RCT of LGG 1 × 1010 CFU twice daily for 5 d or placebo in children 3-48 mo of age with AGE. Our primary outcome was moderate to severe gastroenteritis. Secondary outcomes included diarrhea and vomiting frequency and duration, chronic diarrhea, and side effects. We used multivariable linear and nonlinear models testing for interaction effects to assess outcomes by age, weight z score and weight percentile adjusted for age and sex, and dose per kilogram of LGG received. Results A total of 813 children (84%) were included in the analysis; 413 received placebo and 400 LGG. Baseline characteristics were similar between treatment groups. There were no differential interaction effects across ranges of age (P-interaction = 0.32), adjusted weight z score (P-interaction = 0.43), adjusted weight percentile (P-interaction = 0.45), or dose per kilogram of LGG received (P-interaction = 0.28) for the primary outcome. Whereas we found a statistical association favoring placebo at the extremes of adjusted weight z scores for the number of vomiting episodes (P-interaction = 0.02) and vomiting duration (P-interaction = 0.0475), there were no statistically significant differences in other secondary outcome measures (all P-interactions > 0.05). Conclusions LGG does not improve outcomes in children with AGE regardless of the age, adjusted weight z score, and adjusted weight percentile of participants, or the probiotic dose per kilogram received. These results further strengthen the conclusions of low risk of bias clinical trials which demonstrate that LGG provides no clinical benefit in children with AGE.This trial was registered at clinicaltrials.gov as NCT01773967.
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- 2021
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16. Measuring complications of serious pediatric emergencies using ICD‐10
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Kenneth A. Michelson, Jonathan A. Finkelstein, Arianna H. Dart, Prashant Mahajan, and Richard G. Bachur
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Male ,Pediatrics ,medicine.medical_specialty ,Adolescent ,Population ,Severity of Illness Index ,03 medical and health sciences ,Maternal and Child Health ,0302 clinical medicine ,International Classification of Diseases ,Humans ,Medicine ,030212 general & internal medicine ,Child ,Healthcare Cost and Utilization Project ,education ,education.field_of_study ,business.industry ,Incidence ,030503 health policy & services ,Health Policy ,Infant ,ICD-10 ,Odds ratio ,medicine.disease ,United States ,Appendicitis ,Child, Preschool ,Female ,Diagnosis code ,Orbital cellulitis ,Emergency Service, Hospital ,0305 other medical science ,business ,Complication - Abstract
Objective To create definitions for complications for 16 serious pediatric conditions using the International Classification of Diseases, 10th Revision, Clinical Modification or Procedure Coding System (ICD-10-CM/PCS), and to assess whether complication rates are similar to those measured with ICD-9-CM/PCS. Data sources The Healthcare Cost and Utilization Project State Emergency Department and Inpatient Databases from five states between 2014 and 2017 were used to identify cases and assess complication rates. Incidences were calculated using population counts from the 5-year American Community Survey. Data collection/extraction methods Patients were identified by the presence of a diagnosis code for one of the 16 serious conditions. Only the first encounter for a given condition by a patient was included. Encounters resulting in transfer were excluded as the presence of complications was unknown. Study design We defined complications using data elements routinely available in administrative databases including ICD-10-CM/PCS codes. The definitions were adapted from ICD-9-CM/PCS using general equivalence mappings and refined using consensus opinion. We included 16 serious conditions: appendicitis, bacterial meningitis, compartment syndrome, new-onset diabetic ketoacidosis (DKA), ectopic pregnancy, empyema, encephalitis, intussusception, mastoiditis, myocarditis, orbital cellulitis, ovarian torsion, sepsis, septic arthritis, stroke, and testicular torsion. Using data from children under 18 years, we compared incidences and complication rates across the ICD-10-CM/PCS transition for each condition using interrupted time series. Principal findings There were 61 314 ED visits for a serious condition; the most common was appendicitis (n = 37 493). Incidence rates for each condition were not significantly different across the ICD-10-CM/PCS transition for 13/16 conditions. Three differed: empyema (increased 42%), orbital cellulitis (increased 60%), and sepsis (increased 26%). Complication rates were not significantly different for each condition across the ICD-10-CM/PCS transition, except appendicitis (odds ratio 0.62, 95% CI 0.57-0.68), DKA (OR 3.79, 95% CI 1.92-7.50), and orbital cellulitis (OR 0.53, 95% CI 0.30-0.95). Conclusions For most conditions, incidences and complication rates were similar before and after the transition to ICD-10-CM/PCS codes, suggesting our system identifies complications of conditions in administrative data similarly using ICD-9-CM/PCS and ICD-10-CM/PCS codes. This system may be applied to screen for cases with complications and in health services research.
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- 2020
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17. Identifying trigger concepts to screen emergency department visits for diagnostic errors
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Sarah J. Parker, Kathy N. Shaw, Karen S. Cosby, Robert El-Kareh, Mark L. Graber, Laura N. Medford-Davis, Traber Davis Giardina, Richard M. Ruddy, Divvy K. Upadhyay, Chih Wen Pai, James M. Chamberlain, Helene M. Epstein, Cynthia J. Mollen, Hardeep Singh, Elizabeth R. Alpern, Prashant Mahajan, and Richard P. Medlin
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Emergency Medical Services ,Safety Management ,medicine.medical_specialty ,Clinical Biochemistry ,Psychological intervention ,Medicine (miscellaneous) ,03 medical and health sciences ,Patient safety ,0302 clinical medicine ,Multidisciplinary approach ,Epidemiology ,Electronic Health Records ,Humans ,Medicine ,030212 general & internal medicine ,Diagnostic Errors ,Risk management ,business.industry ,Health Policy ,Biochemistry (medical) ,Public Health, Environmental and Occupational Health ,030208 emergency & critical care medicine ,Emergency department ,medicine.disease ,Harm ,Hospital admission ,Medical emergency ,Emergency Service, Hospital ,business - Abstract
Objectives The diagnostic process is a vital component of safe and effective emergency department (ED) care. There are no standardized methods for identifying or reliably monitoring diagnostic errors in the ED, impeding efforts to enhance diagnostic safety. We sought to identify trigger concepts to screen ED records for diagnostic errors and describe how they can be used as a measurement strategy to identify and reduce preventable diagnostic harm. Methods We conducted a literature review and surveyed ED directors to compile a list of potential electronic health record (EHR) trigger (e-triggers) and non-EHR based concepts. We convened a multidisciplinary expert panel to build consensus on trigger concepts to identify and reduce preventable diagnostic harm in the ED. Results Six e-trigger and five non-EHR based concepts were selected by the expert panel. E-trigger concepts included: unscheduled ED return to ED resulting in hospital admission, death following ED visit, care escalation, high-risk conditions based on symptom-disease dyads, return visits with new diagnostic/therapeutic interventions, and change of treating service after admission. Non-EHR based signals included: cases from mortality/morbidity conferences, risk management/safety office referrals, ED medical director case referrals, patient complaints, and radiology/laboratory misreads and callbacks. The panel suggested further refinements to aid future research in defining diagnostic error epidemiology in ED settings. Conclusions We identified a set of e-trigger concepts and non-EHR based signals that could be developed further to screen ED visits for diagnostic safety events. With additional evaluation, trigger-based methods can be used as tools to monitor and improve ED diagnostic performance.
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- 2020
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18. What is the future of patient-reported outcomes in sickle-cell disease?
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Nitya Bakshi, Claudia R. Morris, Sharon A. Singh, and Prashant Mahajan
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Adult ,medicine.medical_specialty ,Databases, Factual ,SF-36 ,Cell ,Anemia, Sickle Cell ,macromolecular substances ,Disease ,Severity of Illness Index ,Article ,03 medical and health sciences ,0302 clinical medicine ,Quality of life (healthcare) ,Clinical Protocols ,Patient-Centered Care ,Internal medicine ,medicine ,Humans ,Severe pain ,Patient Reported Outcome Measures ,Child ,Pain Measurement ,Clinical Trials as Topic ,business.industry ,Data Collection ,Hematology ,medicine.disease ,United States ,Data Accuracy ,medicine.anatomical_structure ,Hemoglobinopathy ,National Institutes of Health (U.S.) ,030220 oncology & carcinogenesis ,Quality of Life ,Patient-reported outcome ,Self Report ,Hemoglobin ,business ,Decision Making, Shared ,Information Systems ,030215 immunology - Abstract
INTRODUCTION: Sickle cell disease (SCD) is a complex, chronic disease caused by abnormal polymerization of hemoglobin, which leads to severe pain episodes, fatigue, and end-organ damage. Patient reported outcomes (PROs) have emerged as a critical tool for measuring SCD disease severity and response to treatment. AREAS COVERED: Authors review the key issues involved when deciding to use a PRO in a clinical trial. We describe the most highly recommended generic and disease-specific PRO tools in SCD and discuss the challenges of incorporating them in clinical practice. EXPERT OPINION: PRO measures are essential to incorporate into SCD clinical trials either as primary or secondary outcomes. The use of PRO measures in SCD facilitates a patient-centered approach, which is likely to lead to improved outcomes. Significant challenges remain in adapting PRO tools to routine clinical use and in developing countries.
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- 2020
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19. Factors Associated With Nonadherence in an Emergency Department-based Multicenter Randomized Clinical Trial of a Probiotic in Children With Acute Gastroenteritis
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Karen J. O'Connell, Phillip I. Tarr, Elizabeth C. Powell, Cheryl Vance, Robert E. Sapien, Jesse G. Norris, Stephen B. Freedman, Marc H. Gorelick, J. Michael Dean, Prashant Mahajan, John M. VanBuren, Thomas H. Chun, Cindy G. Roskind, Alexander J. Rogers, David Schnadower, and Seema Bhatt
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medicine.medical_specialty ,Multivariate analysis ,MEDLINE ,Placebo ,Article ,law.invention ,03 medical and health sciences ,0302 clinical medicine ,Double-Blind Method ,Randomized controlled trial ,Lactobacillus rhamnosus ,law ,030225 pediatrics ,Internal medicine ,Humans ,Medicine ,Child ,Aged ,biology ,business.industry ,Probiotics ,Gastroenterology ,Infant ,Emergency department ,biology.organism_classification ,Gastroenteritis ,Clinical trial ,Acute Disease ,Pediatrics, Perinatology and Child Health ,Vomiting ,030211 gastroenterology & hepatology ,medicine.symptom ,Emergency Service, Hospital ,business - Abstract
Nonadherence in clinical trials affects safety and efficacy determinations. Predictors of nonadherence in pediatric acute illness trials are unknown. We sought to examine predictors of nonadherence in a multicenter randomized trial of 971 children with acute gastroenteritis receiving a 5-day oral course of Lactobacillus rhamnosus GG or placebo. Adherence, defined as consuming all doses of the product, was reported by the parents and recorded during daily follow-up contacts. Of 943 patients with follow-up data, 766 (81.2%) were adherent. On multivariate analysis, older age (OR 1.19; 95% CI: 1.00-1.43), increased vomiting duration (OR 1.23; 95% CI: 1.05-1.45), higher dehydration score (OR 1.23, 95% CI: 1.07-1.42), and hospitalization following ED discharge (OR 4.16, 95% CI: 1.21--14.30) were factors associated with nonadherence; however, those with highest severity scores were more likely to adhere (OR 0.87, 95% CI: 0.80-0.95). These data may inform strategies and specific targets to maximize adherence in future pediatric trials.
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- 2020
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20. Oral Ondansetron Administration in Children Seeking Emergency Department Care for Acute Gastroenteritis: A Patient-Level Propensity-Matched Analysis
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Stephen B. Freedman, Adam C. Levine, Prashant Mahajan, Elizabeth C. Powell, Cheryl Vance, Suzanne Schuh, Ken J. Farion, T. Charles Casper, Naveen Poonai, Seema Bhatt, Cindy G. Roskind, Serge Gouin, David Schnadower, Alexander J. Rogers, Cody S. Olsen, Phillip I. Tarr, Katrina F Hurley, Karen J. O'Connell, and Robert E. Sapien
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Diarrhea ,Oral ,Male ,medicine.medical_specialty ,Vomiting ,Clinical Sciences ,Article ,Ondansetron ,Hospital ,Interquartile range ,Clinical Research ,Internal medicine ,Medicine ,Humans ,Child ,Preschool ,Propensity Score ,Emergency Service ,business.industry ,Infant ,Emergency department ,Odds ratio ,Health Services ,Emergency & Critical Care Medicine ,Confidence interval ,Gastroenteritis ,Hospitalization ,Propensity score matching ,Acute Disease ,Administration ,Emergency Medicine ,Antiemetics ,Fluid Therapy ,Female ,medicine.symptom ,Pediatric Emergency Research Canada and Pediatric Emergency Care Applies Research Networks ,business ,Digestive Diseases ,medicine.drug - Abstract
Study objective This study aimed to explore oral ondansetron usage and impact on outcomes in clinical practice. Methods This observational study was a planned secondary analysis of 2 trials conducted in 10 US and 6 Canadian institutions between 2014 and 2017. Children 3 to 48 months old with gastroenteritis and ≥3 episodes of vomiting in the 24 hours preceding emergency department (ED) presentation were included. Oral ondansetron was administered at the discretion of the provider. The principal outcomes were intravenous fluid administration and hospitalization at the index visit and during the subsequent 72 hours and diarrhea and vomiting frequency during the 24 hours following the ED visit. Results In total, 794 children were included. The median age was 16.0 months (interquartile range 10.0 to 26.0), and 50.1% (398/794) received oral ondansetron. In propensity-adjusted analysis (n=528), children administered oral ondansetron were less likely to receive intravenous fluids at the index visit (adjusted odds ratio [aOR] 0.50; 95% confidence interval [CI] 0.29 to 0.88). There were no differences in the frequencies of intravenous fluid administration within the first 72 hours (aOR 0.65; 95% CI 0.39 to 1.10) or hospitalization at the index visit (aOR 0.31; 95% CI 0.09 to 1.10) or the subsequent 72 hours (aOR 0.52; 95% CI 0.21 to 1.28). Episodes of vomiting (aRR 0.86; 95% CI 0.63 to 1.19) and diarrhea (aRR 1.11; 95% CI 0.93 to 1.32) during the 24 hours following ED discharge also did not differ. Conclusion Among preschool-aged children with gastroenteritis seeking ED care, oral ondansetron administration was associated with a reduction in index ED visit intravenous fluid administration; it was not associated with intravenous fluids administered within 72 hours, hospitalization, or vomiting and diarrhea in the 24 hours following discharge.
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- 2022
21. Adsorption of dyes using custard apple and wood apple waste: A review
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ARTI MALVIYA, Prashant Mahajan, and Dr. Dipika Jaspal
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Inorganic Chemistry ,Organic Chemistry ,Drug Discovery ,Electrochemistry ,Physical and Theoretical Chemistry - Published
- 2023
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22. Types of diagnostic errors reported by paediatric emergency providers in a global paediatric emergency care research network
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Prashant Mahajan, Joseph A Grubenhoff, Jim Cranford, Maala Bhatt, James M Chamberlain, Todd Chang, Mark Lyttle, Rianne Oostenbrink, Damian Roland, Richard M Rudy, Kathy N Shaw, Robert Velasco Zuniga, Apoorva Belle, Nathan Kuppermann, and Hardeep Singh
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Adult ,Male ,Emergency Service ,Missed Diagnosis ,emergency department ,Leadership and Management ,Prevention ,Health Policy ,Pain Research ,Public Health, Environmental and Occupational Health ,diagnostic errors ,Emergency Care ,Patient Discharge ,paediatrics ,Hospital ,SDG 3 - Good Health and Well-being ,Clinical Research ,Humans ,Female ,Child ,Physical Examination - Abstract
BackgroundDiagnostic errors, reframed as missed opportunities for improving diagnosis (MOIDs), are poorly understood in the paediatric emergency department (ED) setting. We investigated the clinical experience, harm and contributing factors related to MOIDs reported by physicians working in paediatric EDs.MethodsWe developed a web-based survey in which physicians participating in the international Paediatric Emergency Research Network representing five out of six WHO regions, described examples of MOIDs involving their own or a colleague’s patients. Respondents provided case summaries and answered questions regarding harm and factors contributing to the event.ResultsOf 1594 physicians surveyed, 412 (25.8%) responded (mean age=43 years (SD=9.2), 42.0% female, mean years in practice=12 (SD=9.0)). Patient presentations involving MOIDs had common undifferentiated symptoms at initial presentation, including abdominal pain (21.1%), fever (17.2%) and vomiting (16.5%). Patients were discharged from the ED with commonly reported diagnoses, including acute gastroenteritis (16.7%), viral syndrome (10.2%) and constipation (7.0%). Most reported MOIDs (65%) were detected on ED return visits (46% within 24 hours and 76% within 72 hours). The most common reported MOID was appendicitis (11.4%), followed by brain tumour (4.4%), meningitis (4.4%) and non-accidental trauma (4.1%). More than half (59.1%) of the reported MOIDs involved the patient/parent–provider encounter (eg, misinterpreted/ignored history or an incomplete/inadequate physical examination). Types of MOIDs and contributing factors did not differ significantly between countries. More than half of patients had either moderate (48.7%) or major (10%) harm due to the MOID.ConclusionsAn international cohort of paediatric ED physicians reported several MOIDs, often in children who presented to the ED with common undifferentiated symptoms. Many of these were related to patient/parent–provider interaction factors such as suboptimal history and physical examination. Physicians’ personal experiences offer an underexplored source for investigating and mitigating diagnostic errors in the paediatric ED.
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- 2023
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23. Decision Making: Healthy Heuristics and Betraying Biases
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Courtney W, Mangus and Prashant, Mahajan
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Cognition ,Bias ,Decision Making ,Heuristics ,Humans ,Diagnostic Errors - Abstract
Critical care settings are unpredictable, dynamic environments where clinicians face high decision density in suboptimal conditions (stress, time constraints, competing priorities). Experts have described two systems of human decision making: one fast and intuitive; the other slow and methodical. Heuristics, or mental shortcuts, a key feature of intuitive reasoning, are often accurate, applied instinctively, and essential for efficient diagnostic decision making. Heuristics are also prone to failures, or cognitive biases, which can lead to diagnostic errors. A variety of strategies have been proposed to mitigate biases; however, current understanding of such interventions to optimize diagnostic safety is still incomplete.
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- 2021
24. Factors Influencing Habitat-Use of Indian Grey Wolf in the Semiarid Landscape of Western India
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Kapil Chandrawal, Prashant Mahajan, and Dharmendra Khandal
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education.field_of_study ,Occupancy ,Ecology ,Population size ,fungi ,Population ,Wildlife ,Predation ,Habitat destruction ,Geography ,Habitat ,Animal Science and Zoology ,education ,Apex predator - Abstract
Wolves play a crucial role in shaping ecological communities as an apex predator in the dry-open forests of semi-arid landscapes in India. Large scale habitat loss pertaining to human expansion and retaliatory killing by human caused severe decline in the wolf population across its range. The estimated wolf population size is close to 2000–3000 individuals in India; however, these estimates were decades old and the present status of the wolf in the semi-arid landscape is largely unknown. We assessed the distribution of wolves in Kailadevi Wildlife Sanctuary, Rajasthan using occupancy models and identified important factors associated with habitat-use by wolves. Occupancy modelling shifts the focus from individual animal to a site, while accounting for detection probability. To assess the habitat-use we used sign-based surveys that rely on data collected from adjacent sampling sites (replicates). The habitat-use was assessed across 672.82 km2 surveying 48 grid cells, each measuring 14.44 km2. Estimated habitat-use Ѱ (SD) was found to be 0.82 (0.14). Our findings suggested that availability of agriculture land had the significant positive influence on the habitat-use of wolves. Other factors such as availability of water, scrubland, and wild prey (nilgai and chinkara) also had a positive effect on the habitat use of wolves, but it was not significant. Forest cover has a negative influence on the habitat use of wolves. This study is the first rigorous assessment of the Indian grey wolf habitat-use at the level of wildlife reserve with potential conservation value that can be applied to other areas in India.
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- 2021
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25. Validation of A Prediction Rule For Serious Bacterial Infections (SBIs) In Febrile Infants < 60 Days In A Multicenter Network
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Nathan Kuppermann, Peter S. Dayan, Shireen Atabaki, Amanda Bogie, Alison Cator, Daniel Cohen, Andrea T. Cruz, Eric W. Glissmeyer, Aaron N. Leetch, Rakesh D. Mistry, Lise E. Nigrovic, Grace Park, Michelle Pickett, Elizabeth C. Powell, David Schnadower, Leah Tzimenatos, Fran Balamuth, Angela Ellison, Kimberley Quyale, Richard M. Ruddy, Melissa Vitale, John VanBuren, T. Charles Casper, Octavio Ramilo, and Prashant Mahajan
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Pediatrics, Perinatology and Child Health - Published
- 2021
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26. Predictors of Invasive Herpes Simplex Virus Infection in Young Infants
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Samir S. Shah, Sarah Curtis, Suzanne M. Schmidt, Christopher M. Pruitt, Neil G. Uspal, Joseph L. Arms, Aaron S. Miller, Jianling Xie, David Schnadower, Amy D. Thompson, Aris Garro, Rakesh D. Mistry, Lise E. Nigrovic, Andrea T. Cruz, Paul Ishimine, Joanna Thomson, Alesia H. Fleming, Kendra L. Grether-Jones, Stephen B. Freedman, Fran Balamuth, Jeffrey P. Louie, Paul L. Aronson, Prashant Mahajan, Dina M. Kulik, Pamela J. Okada, Todd W. Lyons, and Stuart Bradin
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Male ,medicine.medical_specialty ,Leukocytosis ,Risk Assessment ,Sensitivity and Specificity ,Likelihood ratios in diagnostic testing ,Body Temperature ,Risk Factors ,Seizures ,Interquartile range ,Internal medicine ,medicine ,Humans ,Retrospective Studies ,Framingham Risk Score ,business.industry ,Age Factors ,Area under the curve ,Case-control study ,Infant ,Herpes Simplex ,Retrospective cohort study ,Odds ratio ,Exanthema ,Thrombocytopenia ,Confidence interval ,Case-Control Studies ,Pediatrics, Perinatology and Child Health ,Female ,Emergency Service, Hospital ,business ,Infant, Premature - Abstract
OBJECTIVES To identify independent predictors of and derive a risk score for invasive herpes simplex virus (HSV) infection. METHODS In this 23-center nested case-control study, we matched 149 infants with HSV to 1340 controls; all were ≤60 days old and had cerebrospinal fluid obtained within 24 hours of presentation or had HSV detected. The primary and secondary outcomes were invasive (disseminated or central nervous system) or any HSV infection, respectively. RESULTS Of all infants included, 90 (60.4%) had invasive and 59 (39.6%) had skin, eyes, and mouth disease. Predictors independently associated with invasive HSV included younger age (adjusted odds ratio [aOR]: 9.1 [95% confidence interval (CI): 3.4–24.5] 28 days), prematurity (aOR: 2.3, 95% CI: 1.1 to 5.1), seizure at home (aOR: 6.1, 95% CI: 2.3 to 16.4), ill appearance (aOR: 4.2, 95% CI: 2.0 to 8.4), abnormal triage temperature (aOR: 2.9, 95% CI: 1.6 to 5.3), vesicular rash (aOR: 54.8, (95% CI: 16.6 to 180.9), thrombocytopenia (aOR: 4.4, 95% CI: 1.6 to 12.4), and cerebrospinal fluid pleocytosis (aOR: 3.5, 95% CI: 1.2 to 10.0). These variables were transformed to derive the HSV risk score (point range 0–17). Infants with invasive HSV had a higher median score (6, interquartile range: 4–8) than those without invasive HSV (3, interquartile range: 1.5–4), with an area under the curve for invasive HSV disease of 0.85 (95% CI: 0.80–0.91). When using a cut-point of ≥3, the HSV risk score had a sensitivity of 95.6% (95% CI: 84.9% to 99.5%), specificity of 40.1% (95% CI: 36.8% to 43.6%), and positive likelihood ratio 1.60 (95% CI: 1.5 to 1.7) and negative likelihood ratio 0.11 (95% CI: 0.03 to 0.43). CONCLUSIONS A novel HSV risk score identified infants at extremely low risk for invasive HSV who may not require routine testing or empirical treatment.
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- 2021
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27. Practice Variation in the Evaluation and Disposition of Febrile Infants ≤60 Days of Age
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Elizabeth C. Powell, Prashant Mahajan, Nathan Kuppermann, Genie Roosevelt, Alexander J. Rogers, Jonathon E. Bennett, Dominic A. Borgialli, T. Charles Casper, Octavio Ramilo, John D. Hoyle, Peter S. Dayan, Jennifer Anders, and Richard M. Ruddy
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Male ,Pediatric emergency ,Pediatrics ,medicine.medical_specialty ,Fever ,Critical Illness ,Radiography ,Convenience sample ,Article ,Cohort Studies ,Epidemiology ,medicine ,Humans ,Prospective Studies ,Practice Patterns, Physicians' ,medicine.diagnostic_test ,Diagnostic Tests, Routine ,Lumbar puncture ,business.industry ,Infant, Newborn ,Infant ,Diagnostic test ,Disposition ,Hospitalization ,Cohort ,Emergency Medicine ,Female ,Emergency Service, Hospital ,business ,Biomarkers - Abstract
Background Febrile infants commonly present to emergency departments for evaluation. Objective We describe the variation in diagnostic testing and hospitalization of febrile infants ≤60 days of age presenting to the emergency departments in the Pediatric Emergency Care Applied Research Network. Methods We enrolled a convenience sample of non-critically ill–appearing febrile infants (temperatures ≥38.0°C/100.4°F) ≤60 days of age who were being evaluated with blood cultures in 26 Pediatric Emergency Care Applied Research Network emergency departments between 2008 and 2013. Patients were divided into younger (0–28 days of age) and older (29–60 days of age) cohorts for analysis. We evaluated diagnostic testing and hospitalization rates by infant age group using chi-square tests and by site using analysis of variance. Results Four thousand seven hundred seventy-eight patients were eligible for analysis, of whom 1517 (32%) were 0–28 days of age. Rates of lumbar puncture and hospitalization were high (>90%) among infants ≤28 days of age, with chest radiography (35.5%) and viral testing (66.2%) less commonly obtained. Among infants 29–60 days of age, lumbar puncture (69.5%) and hospitalization (64.4%) rates were lower and declined with increasing age, with chest radiography (36.5%) use unchanged and viral testing (52.7%) slightly decreased. There was substantial variation between sites in the older cohort of infants, with lumbar puncture and hospitalization rates ranging from 40% to 90%. Conclusions The evaluation and disposition of febrile infants ≤60 days of age is highly variable, particularly among infants who are 29–60 days of age. This variation demonstrates an opportunity to modify diagnostic and management strategies based on current epidemiology to safely decrease invasive testing and hospitalization.
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- 2019
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28. Comparison of patellar tendon versus hamstrings autografts for anterior cruciate ligament reconstruction in Indian population: A randomised control trial study
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Prateek Gupta, Amit Mourya, Prashant Mahajan, and Ashis Acharya
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medicine.medical_specialty ,Anterior cruciate ligament reconstruction ,medicine.medical_treatment ,Anterior cruciate ligament ,SPORTS MEDICINE AND ARTHROSCOPY ,law.invention ,03 medical and health sciences ,0302 clinical medicine ,Randomized controlled trial ,law ,medicine ,Orthopedics and Sports Medicine ,030212 general & internal medicine ,030222 orthopedics ,business.industry ,Trial study ,Indian population ,musculoskeletal system ,medicine.disease ,ACL injury ,Patellar tendon ,Surgery ,surgical procedures, operative ,medicine.anatomical_structure ,Knee laxity ,business - Abstract
Disruption of anterior cruciate ligament (ACL) is a common ligamentous injury of the knee. The best choice of graft for reconstruction remains undecided. This prospective, randomized clinical trial aimed to compare clinical results of bone-patellar tendon-bone (BPTB) grafts and four-strand semitendinosus-gracilis (QHT) grafts for ACL reconstruction over a 1-year follow-up interval in Indian population. Methods 42 consecutive patients with ACL injury were recruited, by pick and draw method and allotted into two groups with 21 patients in each group. Group A patients underwent arthroscopic ACL reconstruction using BPTB graft while QHT autograft was used for patients in Group B. All the patients underwent standard ipsilateral arthroscopic ACL reconstruction procedure using a single incision, antero-medial (AM) portal technique for BPTB or the QHT autograft by a same surgeon. Patients were followed up regularly for a minimum period of 1 year. Results After one year, the Cincinnati score was 91 ± 4.117 in BPTB group and 89.29 ± 5.371 in QHT group (P = 0.282). There was no significant difference between the two groups in the mean scores with respect to pain, overall activity level and running in the Cincinnati score. None of the patients complained of the knee giving way. Similarly, at 1 year, the Lysholm score was 92.84 ± 2.630 and 90.55 ± 2.395 in the two groups respectively (P = 0.842). There were no episodes of locking or instability and there was no significant difference in the mean Lysholm scores regarding pain and squatting. Conclusion There was no significant functional difference between the two grafts in terms of Lysholm and the Cincinnati score, anterior knee laxity and altered sensation over proximal leg. The patients with QHT groups performed better than BPTB functionally at 6 month so early return to sport is possible even with QHT autograft.
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- 2019
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29. Risk of Serious Bacterial Infection in Infants Aged ≤60 Days Presenting to Emergency Departments with a History of Fever Only
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Stephen Janofsky, Melissa A. Vitale, Noel S. Zuckerbraun, Octavio Ramilo, Prashant Mahajan, Sriram Ramgopal, and Nathan Kuppermann
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Male ,Pediatrics ,medicine.medical_specialty ,Fever ,Urinary system ,Bacteremia ,Lower risk ,Meningitis, Bacterial ,03 medical and health sciences ,0302 clinical medicine ,Risk Factors ,030225 pediatrics ,Secondary analysis ,Prevalence ,Humans ,Medicine ,Prospective Studies ,030212 general & internal medicine ,Prospective cohort study ,business.industry ,Infant, Newborn ,Infant ,Emergency department ,medicine.disease ,Focal infection theory ,Relative risk ,Urinary Tract Infections ,Pediatrics, Perinatology and Child Health ,Female ,Emergency Service, Hospital ,business - Abstract
Objective To compare the risk of serious bacterial infection between infants aged ≤60 days who are febrile in the emergency department (ED) and those who have only a history of fever and are afebrile on arrival to the ED. Study design In this secondary analysis of a multicenter prospective study using data collected between December 2008 and May 2013, we compared the rate of serious bacterial infection (urinary tract infection [UTI], bacteremia, and/or bacterial meningitis) between infants who have a history of fever but are afebrile on arrival to the ED and those with fever documented in the ED (rectal temperature ≥38.0 °C) using relative risk (RR) with 95% CI. Stratified analyses were performed for age (≤28 and 29-60 days) and serious bacterial infection type. Infants born prematurely and those with a clinical focal infection or serious illness were excluded. Results A total of 3825 infants (mean age, 35.2 days; 56.9% male) were included. Of the 1233 (32.2%) who were afebrile in the ED, 108 (8.8%) had a serious bacterial infection (UTI, n = 94 [7.6%]; bacteremia, n = 19 [1.5%]; bacterial meningitis, n = 8 [0.6%]). Of the 2592 infants (67.8%) who were febrile in the ED, 331 (12.8%) had a serious bacterial infection (UTI, n = 285 [11.0%]; bacteremia, n = 61 [2.4%]; bacterial meningitis, n = 17 [0.7%]). The RR for serious bacterial infection for afebrile vs febrile infants was 0.68 (95% CI, 0.56-0.84). A lower risk of serious bacterial infection was also seen among afebrile vs febrile infants aged ≤28 days (RR, 0.69; 95% CI, 0.52-0.93) and age 29-60 days (RR, 0.67; 95% CI, 0.50-0.89). Conclusions The prevalence of serious bacterial infection is lower in infants aged ≤60 days with a history of fever compared with those who are febrile on arrival to the ED. The small risk reduction in this group is unlikely to alter decision making.
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- 2019
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30. Pediatric Readiness in the Emergency Department
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Katherine Remick, Marianne Gausche-Hill, Madeline M. Joseph, Kathleen Brown, Sally K. Snow, Joseph L. Wright, Joseph Wright, Terry Adirim, Michael S.D. Agus, James Callahan, Toni Gross, Natalie Lane, Lois Lee, Suzan Mazor, Prashant Mahajan, Nathan Timm, Kiyetta Alade, Christopher Amato, Jahn T. Avarello, Steven Baldwin, Isabel A. Barata, Lee S. Benjamin, Kathleen Berg, Jeffrey Bullard-Berent, Ann Marie Dietrich, Phillip Friesen, Michael Gerardi, Alan Heins, Doug K. Holtzman, Jeffrey Homme, Timothy Horeczko, Paul Ishimine, Samuel Lam, Katharine Long, Kurtis Mayz, Sanjay Mehta, Larry Mellick, Aderonke Ojo, Audrey Z. Paul, Denis R. Pauze, Nadia M. Pearson, Debra Perina, Emory Petrack, David Rayburn, Emily Rose, W. Scott Russell, Timothy Ruttan, Mohsen Saidinejad, Brian Sanders, Joelle Simpson, Patrick Solari, Michael Stoner, Jonathan H. Valente, Jessica Wall, Dina Wallin, Muhammad Waseem, Paula J. Whiteman, Dale Woolridge, Tiffany Young, Joyce Foresman-Capuzzi, Rose Johnson, Heather Martin, Justin Milici, Cam Brandt, and Nicholas Nelson
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Pediatric Readiness in the Emergency Department ,Emergency Medical Services ,Quality management ,Emergency Nursing ,Pediatrics ,Health Services Accessibility ,Evidence-Based Emergency Medicine ,0302 clinical medicine ,Emergency medical services ,Medicine ,Child ,Trauma care ,Quality Improvement ,Organizational Principles to Guide and Define the Child Health Care System and/or Improve the Health of All Children ,Community hospital ,Organizational Policy ,EMERGENCY NURSES ASSOCIATION, Pediatric Committee ,Practice Guidelines as Topic ,Emergency Medicine ,Health Resources ,AMERICAN COLLEGE OF EMERGENCY PHYSICIANS, Pediatric Emergency Medicine Committee ,Medical emergency ,Emergency Service, Hospital ,Psychosocial ,medicine.medical_specialty ,Resource (biology) ,AMERICAN ACADEMY OF PEDIATRICS, Committee on Pediatric Emergency Medicine, Section on Surgery ,Child health care ,Clinical Sciences ,MEDLINE ,Institute of medicine ,Emergency treatment ,03 medical and health sciences ,Pediatric emergency medicine ,030225 pediatrics ,Humans ,Emergency Treatment ,Quality Indicators, Health Care ,Quality of Health Care ,Patient Care Team ,Health Services Needs and Demand ,business.industry ,030208 emergency & critical care medicine ,Emergency department ,medicine.disease ,Emergency & Critical Care Medicine ,United States ,Family medicine ,Pediatrics, Perinatology and Child Health ,POLICY STATEMENT ,business - Abstract
This is a revision of the previous joint Policy Statement titled “Guidelines for Care of Children in the Emergency Department.” Children have unique physical and psychosocial needs that are heightened in the setting of serious or life-threatening emergencies. The majority of children who are ill and injured are brought to community hospital emergency departments (EDs) by virtue of proximity. It is therefore imperative that all EDs have the appropriate resources (medications, equipment, policies, and education) and capable staff to provide effective emergency care for children. In this Policy Statement, we outline the resources necessary for EDs to stand ready to care for children of all ages. These recommendations are consistent with the recommendations of the Institute of Medicine (now called the National Academy of Medicine) in its report “The Future of Emergency Care in the US Health System.” Although resources within emergency and trauma care systems vary locally, regionally, and nationally, it is essential that ED staff, administrators, and medical directors seek to meet or exceed these recommendations to ensure that high-quality emergency care is available for all children. These updated recommendations are intended to serve as a resource for clinical and administrative leadership in EDs as they strive to improve their readiness for children of all ages.
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- 2019
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31. Pediatric Patient Safety: Shared Learning to Improve Patient Outcomes
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Prashant Mahajan
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medicine.medical_specialty ,business.industry ,Shared learning ,MEDLINE ,Institute of medicine ,Health care delivery ,Patient safety ,Pediatric patient ,Interdisciplinary Placement ,Harm ,Family medicine ,SAFER ,Pediatrics, Perinatology and Child Health ,medicine ,Humans ,Learning ,Patient Safety ,business ,Child - Abstract
* Abbreviation: SSE — : serious safety event Two decades ago, the seminal Institute of Medicine (now the National Academies of Sciences, Engineering, and Medicine) report To Err Is Human: Building a Safer Health System first highlighted the influence of poorly designed health care delivery systems and suboptimal processes as contributors to patient safety.1 Substantial progress has occurred since then, including creation of a federally mandated Child Health Patient Safety Organization,2 which uses a standardized taxonomy for patient safety events, contributory factors, and severity of harm,3 with shared learning by dissemination of reports to individual institutions and to the public.4 In this issue of Pediatrics , Burrus et al analyze and report on 4 years of serious safety events (SSEs) from 44 Child Health Patient Safety Organization–participating hospitals regarding the types of safety events, severity of … Address correspondence to Prof Prashant Mahajan, CS Mott Children’s Hospital of Michigan, 1540 East Hospital Dr Room 2-737, SPC 4260, Ann Arbor MI 48109-4260. E-mail: pmahajan{at}med.umich.edu.
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- 2021
32. LEGAN: Disentangled Manipulation of Directional Lighting and Facial Expressions whilst Leveraging Human Perceptual Judgements
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Taniya Mishra, Ajjen Joshi, Sandipan Banerjee, Prashant Mahajan, Sneha Bhattacharya, and Survi Kyal
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Facial expression ,Computer science ,business.industry ,media_common.quotation_subject ,Feature vector ,ComputingMethodologies_IMAGEPROCESSINGANDCOMPUTERVISION ,Fidelity ,Facial recognition system ,Synthetic data ,Expression (mathematics) ,Visualization ,Face (geometry) ,Computer vision ,Artificial intelligence ,business ,media_common - Abstract
Building facial analysis systems that generalize to extreme variations in lighting and facial expressions is a challenging problem that can potentially be alleviated using natural-looking synthetic data. Towards that, we propose LEGAN, a novel synthesis framework that leverages perceptual quality judgments for jointly manipulating lighting and expressions in face images, without requiring paired training data. LEGAN disentangles the lighting and expression subspaces and performs transformations in the feature space before upscaling to the desired output image. The fidelity of the synthetic image is further refined by integrating a perceptual quality estimation model, trained with face images rendered using multiple synthesis methods and their crowd-sourced naturalness ratings, into the LEGAN framework as an auxiliary discriminator. Using objective metrics like FID and LPIPS, LEGAN is shown to generate higher quality face images when compared with popular GAN models like StarGAN and StarGAN-v2 for lighting and expression synthesis. We also conduct a perceptual study using images synthesized by LEGAN and other GAN models and show the correlation between our quality estimation and visual fidelity. Finally, we demonstrate the effectiveness of LEGAN as training data augmenter for expression recognition and face verification tasks.
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- 2021
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33. Making it normal for ‘new’ enrollments: Effect of institutional and pandemic influence on selecting an engineering institution under the COVID-19 pandemic situation
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Prashant Mahajan
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The COVID-19 pandemic has forced Indian engineering institutions (EIs) to bring their previous half-shut shades completely down. Fetching new admissions to EI campuses during the pandemic has become a ‘now or never’ situation for EIs. During crisis situations, institutions have struggled to return to the normal track. The pandemic has drastically changed students’ behavior and family preferences due to mental stress and the emotional life attached to it. Consequently, it becomes a prerequisite, and emergencies need to examine the choice characteristics influencing the selection of EI during the COVID-19 pandemic.The purpose of this study is to critically examine institutional influence and pandemic influence due to COVID-19 that affects students’ choice about an engineering institution (EI) and consequently to explore relationships between institutional and pandemic influence. The findings of this quantitative research, conducted through a self-reported survey, have revealed that institutional and pandemic influence have governed EI choice under the COVID-19 pandemic. Second, pandemic influence is positively affected by institutional influence. The study demonstrated that EIs will have to reposition themselves to normalize pandemic influence by tuning institutional characteristics that regulate situational influence and new enrollments. It can be yardstick for policy makers to attract new enrollments under pandemic situations.
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- 2021
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34. Approach to Suspected Physeal Fractures in the Emergency Department
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Ajai Singh, Prashant Mahajan, John Ruffin, Sagar Galwankar, and Courtney Kirkland
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pediatric ,RC86-88.9 ,Emergency ,Emergency Medicine ,physeal ,Medical emergencies. Critical care. Intensive care. First aid ,Review Article ,fractures - Abstract
Growth plate (physeal) fractures are defined as a disruption in the cartilaginous physis of bone with or without the involvement of epiphysis or metaphysis. These represent around 15-18% of all pediatric fractures. It is important to diagnose physeal injury as early as possible, as misdiagnosis or delay in diagnosis may result in long term complications. Physeal injuries may not be initially obvious in children who present with periarticular trauma, and a high index of suspicion is important for diagnosis. Differential diagnosis for a Salter-Harris fracture includes a ligamentous sprain, acute osteomyelitis, or an extraphyseal fracture such as a Torus fracture. Salter-Harris I & Salter-Harris II growth plate fractures commonly are commonly managed by closed manipulation, reduction & immobilization. These are relatively stable injuries and can be retained by adequate plaster. Salter-Harris III & Salter-Harris IV fractures require anatomical reduction with the maintenance of congruity of joint. Physeal fractures can have many complications such as malunion, bar formation, acceleration of growth of physis, posttraumatic arthritis, ligament laxity and shortening of the bone. The key to well-healing fractures is successful anatomic reduction and patients must have regular follow-up for these injuries.
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- 2021
35. Prevalence of Bacteremia And Meningitis In Febrile Infants ≤ 60 Days With Positive Urinalyses In A Multicenter Network
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Melissa A. Vitale, Jonathan E. Bennett, Richard M. Ruddy, Alexander J. Rogers, John M. VanBuren, Rajender Gattu, Elizabeth R. Alpern, Andrea T. Cruz, Shireen M. Atabaki, Daniel M. Cohen, Michelle L. Pickett, Aaron N. Leetch, James G. Linakis, Amanda Bogie, Bema K. Bonsu, Lise E. Nigrovic, Peter S. Dayan, Dominic A. Borgialli, Jennifer Anders, Fran Balamuth, Rachel Richards, Rakesh D. Mistry, Kathleen Grisanti, David M. Jaffe, Eric W. Glissmeyer, Genie Roosevelt, Leah Tzimenatos, David Schnadower, Richard Greenberg, Alison Cator, Stephen Blumberg, Lorin R. Browne, Prashant Mahajan, Nathan Kuppermann, Ellen F. Crain, Elizabeth C. Powell, Grace Park, Angela M. Ellison, Octavio Ramilo, and Kimberley Quyale
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Pediatrics ,medicine.medical_specialty ,Urinalysis ,medicine.diagnostic_test ,business.industry ,Urinary system ,Emergency department ,medicine.disease ,Concomitant ,Bacteremia ,Pediatrics, Perinatology and Child Health ,medicine ,Bacterial meningitis ,Prospective cohort study ,business ,Meningitis - Abstract
Background: Urinary tract infections (UTIs) are the most common serious bacterial infection in young febrile infants, and the urinalysis (UA) is an accurate screening test for emergency department (ED) evaluation. Precise estimates of risk of concomitant bacteremia and/or bacterial meningitis (invasive bacterial infections; IBI) in febrile infants ≤ 60 days have been based on presence of UTIs rather than positive UAs, and lack large prospective study. Objective: We sought to determine the prevalence of IBIs in febrile infants 0-28 …
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- 2021
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36. Identifying Serious Bacterial Infections in Febrile Young Infants
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Prerna Batra, Vikram Bhaskar, and Prashant Mahajan
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medicine.medical_specialty ,Fever ,medicine.drug_class ,Population ,Antibiotics ,MEDLINE ,Physical examination ,Procalcitonin ,03 medical and health sciences ,0302 clinical medicine ,Antibiotic resistance ,Predictive Value of Tests ,030225 pediatrics ,Pediatric surgery ,medicine ,Humans ,030212 general & internal medicine ,Intensive care medicine ,education ,Child ,education.field_of_study ,medicine.diagnostic_test ,business.industry ,Infant ,Bacterial Infections ,C-Reactive Protein ,Virus Diseases ,Predictive value of tests ,Pediatrics, Perinatology and Child Health ,business - Abstract
Fever is one of the most common presenting complaints among infants brought to pediatric emergency. Although most of the infants have benign, self-limiting viral infections, approximately 10% of all may have serious bacterial infection. Clinical examination alone is insufficient to detect serious bacterial infection in well appearing infants, and a standardized approach is always sought for. However, guidelines used in the United States or European countries may not be applicable in a tropical country like India. Deviation from these guidelines leads to challenges of unwarranted hospitalization and antibiotic usage, extra cost of care and risk of antimicrobial resistance. Various prediction rules can detect a low risk infant with negative predictive values ranging from 93.7-100%. While use of biomarkers such as C reactive protein and procalcitonin can be reliable, it is costly and may not be applicable to the local population. Validation studies over varied population are needed in future.
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- 2021
37. Making it normal for new enrollments: Effect of institutional and pandemic influence on selecting an engineering institution under the COVID-19 pandemic situation
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Prashant Mahajan, Vaishali Patil, and R. C. Patel Institute of Technology, Shirpur
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General Economics (econ.GN) ,Coronavirus disease 2019 (COVID-19) ,media_common.quotation_subject ,[SHS.EDU]Humanities and Social Sciences/Education ,choice characteristics ,accounting ,pandemic influence ,COVID-19 pandemic situations ,Engineering education ,[SHS]Humanities and Social Sciences ,institutional influence ,FOS: Economics and business ,Yardstick ,Mental stress ,Political science ,Pandemic ,0502 economics and business ,Institution ,Situational ethics ,Economics - General Economics ,media_common ,suitability under the COVID-19 ,[SHS.STAT]Humanities and Social Sciences/Methods and statistics ,business.industry ,05 social sciences ,050301 education ,Public relations ,suitability under the COVID-19 and COVID-19 pandemic situations ,higher education ,business ,0503 education ,050203 business & management - Abstract
The COVID-19 pandemic has forced Indian engineering institutions (EIs) to bring their previous half-shut shades completely down. Fetching new admissions to EI campuses during the pandemic has become a ‘now or never’ situation for EIs. During crisis situations, institutions have struggled to return to the normal track. The pandemic has drastically changed students’ behavior and family preferences due to mental stress and the emotional life attached to it. Consequently, it becomes a prerequisite, and emergencies need to examine the choice characteristics influencing the selection of EI during the COVID-19 pandemic situation.The purpose of this study is to critically examine institutional influence and pandemic influence due to COVID-19 that affects students’ choice about an engineering institution (EI) and consequently to explore relationships between institutional and pandemic influence. The findings of this quantitative research, conducted through a self-reported survey, have revealed that institutional and pandemic influence have governed EI choice under the COVID-19 pandemic. Second, pandemic influence is positively affected by institutional influence. The study demonstrated that EIs will have to reposition themselves to normalize pandemic influence by tuning institutional characteristics that regulate situational influence and new enrollments. It can be yardstick for policy makers to attract new enrollments under pandemic situations.
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- 2021
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38. Variables Associated with Intravenous Rehydration and Hospitalization in Children with Acute Gastroenteritis: A Secondary Analysis of 2 Randomized Clinical Trials
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Adam C. Levine, Elizabeth C. Powell, Cindy G. Roskind, Serge Gouin, Suzanne Schuh, Alexander J. Rogers, Philip Tarr, Robert E. Sapien, Cheryl Vance, Stephen B. Freedman, Seema Bhatt, Naveen Poonai, Katrina F. Hurley, T. Charles Casper, Karen J. O'Connell, David Schnadower, Cody S. Olsen, Prashant Mahajan, and Ken J. Farion
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medicine.medical_specialty ,business.industry ,medicine.medical_treatment ,Secondary data ,General Medicine ,Odds ratio ,law.invention ,Ondansetron ,Diarrhea ,Randomized controlled trial ,law ,Secondary analysis ,Internal medicine ,Vomiting ,Medicine ,Oral rehydration therapy ,medicine.symptom ,business ,medicine.drug - Abstract
Importance Despite guidelines endorsing oral rehydration therapy, intravenous fluids are commonly administered to children with acute gastroenteritis in high-income countries. Objective To identify factors associated with intravenous fluid administration and hospitalization in children with acute gastroenteritis. Design, setting, and participants This study is a planned secondary analysis of the Pediatric Emergency Research Canada (PERC) and Pediatric Emergency Care Applied Research Network (PECARN) probiotic trials. Participants include children aged 3 to 48 months with 3 or more watery stools in 24 hours between November 5, 2013, and April 7, 2017, for the PERC study and July 8, 2014, and June 23, 2017, for the PECARN Study. Children were from 16 pediatric emergency departments throughout Canada (6) and the US (10). Data were analyzed from November 2, 2018, to March 16, 2021. Exposures Sex, age, preceding health care visit, distance between home and hospital, country (US vs Canada), frequency and duration of vomiting and diarrhea, presence of fever, Clinical Dehydration Scale score, oral ondansetron followed by oral rehydration therapy, and infectious agent. Main outcomes and measures Intravenous fluid administration and hospitalization. Results This secondary analysis of 2 randomized clinical trials included 1846 children (mean [SD] age, 19.1 [11.4] months; 1007 boys [54.6%]), of whom 534 of 1846 (28.9%) received oral ondansetron, 240 of 1846 (13.0%) received intravenous rehydration, and 67 of 1846 (3.6%) were hospitalized. The following were independently associated with intravenous rehydration: higher Clinical Dehydration Scale score (mild to moderate vs none, odds ratio [OR], 8.73; 95% CI, 5.81-13.13; and severe vs none, OR, 34.15; 95% CI, 13.45-86.73); country (US vs Canada, OR, 6.76; 95% CI, 3.15-14.49); prior health care visit with intravenous fluids (OR, 4.55; 95% CI, 1.32-15.72); and frequency of vomiting (per 5 episodes, OR, 1.66; 95% CI, 1.39-1.99). The following were independently associated with hospitalization: higher Clinical Dehydration Scale score (mild to moderate vs none, OR, 11.10; 95% CI, 5.05-24.38; and severe vs none, OR, 23.55; 95% CI, 7.09-78.25) and country (US vs Canada, OR, 3.37; 95% CI, 1.36-8.40). Oral ondansetron was associated with reduced odds of intravenous rehydration (OR, 0.21; 95% CI, 0.13-0.32) and hospitalization (OR, 0.44; 95% CI, 0.21-0.89). Conclusions and relevance Intravenous rehydration and hospitalization were associated with clinical evidence of dehydration and lack of an oral ondansetron-supported oral rehydration period. Strategies focusing on oral ondansetron administration followed by oral rehydration therapy in children with dehydration may reduce the reliance on intravenous rehydration and hospitalization. Trial registration ClinicalTrials.gov Identifiers: NCT01853124 (PERC) and NCT01773967 (PECARN).
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- 2021
39. Monitoring Diagnostic Safety Risks in Emergency Departments: Protocol for a Machine Learning Study (Preprint)
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Moein Enayati, Mustafa Sir, Xingyu Zhang, Sarah J Parker, Elizabeth Duffy, Hardeep Singh, Prashant Mahajan, and Kalyan S Pasupathy
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BACKGROUND Diagnostic decision making, especially in emergency departments, is a highly complex cognitive process that involves uncertainty and susceptibility to errors. A combination of factors, including patient factors (eg, history, behaviors, complexity, and comorbidity), provider-care team factors (eg, cognitive load and information gathering and synthesis), and system factors (eg, health information technology, crowding, shift-based work, and interruptions) may contribute to diagnostic errors. Using electronic triggers to identify records of patients with certain patterns of care, such as escalation of care, has been useful to screen for diagnostic errors. Once errors are identified, sophisticated data analytics and machine learning techniques can be applied to existing electronic health record (EHR) data sets to shed light on potential risk factors influencing diagnostic decision making. OBJECTIVE This study aims to identify variables associated with diagnostic errors in emergency departments using large-scale EHR data and machine learning techniques. METHODS This study plans to use trigger algorithms within EHR data repositories to generate a large data set of records that are labeled trigger-positive or trigger-negative, depending on whether they meet certain criteria. Samples from both data sets will be validated using medical record reviews, upon which we expect to find a higher number of diagnostic safety events in the trigger-positive subset. Machine learning will be used to evaluate relationships between certain patient factors, provider-care team factors, and system-level risk factors and diagnostic safety signals in the statistically matched groups of trigger-positive and trigger-negative charts. RESULTS This federally funded study was approved by the institutional review board of 2 academic medical centers with affiliated community hospitals. Trigger queries are being developed at both organizations, and sample cohorts will be labeled using the triggers. Machine learning techniques such as association rule mining, chi-square automated interaction detection, and classification and regression trees will be used to discover important variables that could be incorporated within future clinical decision support systems to help identify and reduce risks that contribute to diagnostic errors. CONCLUSIONS The use of large EHR data sets and machine learning to investigate risk factors (related to the patient, provider-care team, and system-level) in the diagnostic process may help create future mechanisms for monitoring diagnostic safety. INTERNATIONAL REGISTERED REPORT DERR1-10.2196/24642
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- 2020
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40. Time to Positive Blood and Cerebrospinal Fluid Cultures in Febrile Infants ≤60 Days of Age
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Andrea T. Cruz, Elizabeth R. Alpern, Octavio Ramilo, Stephen Blumberg, Nathan Kuppermann, Lise E. Nigrovic, Lorin R. Browne, John M. VanBuren, Prashant Mahajan, and Genie Roosevelt
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medicine.medical_specialty ,Fever ,medicine.drug_class ,Antibiotics ,Pediatrics ,Cohort Studies ,03 medical and health sciences ,0302 clinical medicine ,Cerebrospinal fluid ,Interquartile range ,030225 pediatrics ,Secondary analysis ,Internal medicine ,medicine ,Humans ,030212 general & internal medicine ,Time to positivity ,Research Articles ,Retrospective Studies ,business.industry ,Infant ,General Medicine ,Anti-Bacterial Agents ,Multicenter study ,Median time ,Blood Culture ,Pediatrics, Perinatology and Child Health ,Cohort ,business - Abstract
OBJECTIVES: To determine the time to positivity for bacterial pathogens and contaminants in blood and cerebrospinal fluid (CSF) cultures in a cohort of febrile infants ≤60 days of age. METHODS: This was a secondary analysis of prospective observational multicenter study of noncritically ill infants ≤60 days of age with temperatures ≥38°C and blood cultures (December 2008 to May 2013). The main outcome was time to positivity for bacterial pathogens and contaminants. RESULTS: A total of 256 of 303 (84.49%) patients with positive blood cultures, and 73 of 88 (82.95%) with positive CSF cultures met inclusion criteria. Median time (interquartile range [IQR]) to positivity for blood cultures was 16.6 hours (IQR 12.6–21.9) for bacterial pathogens (n = 74) and 25.1 hours (IQR 19.8–33.0) for contaminants (n = 182); P < .001. Time to bacterial pathogen positivity was similar in infants 0 to 28 days of age (15.8 hours [IQR 12.6–21.0]) and 29 to 60 days of age (17.2 [IQR 12.9–24.3]; P = .328). Median time to positivity for CSF was 14.0 hours (IQR 1.5–21.0) for bacterial pathogens (n = 22) and 40.5 hours (IQR 21.2–62.6) for contaminants (n = 51); P < .001. A total of 82.4% (95% confidence interval, 71.8–90.3) and 81.8% (95% confidence interval, 59.7%–94.8%) of blood and CSF cultures showed bacterial pathogen positivity within 24 hours. CONCLUSIONS: Among febrile infants ≤60 days of age, time to blood and CSF positivity was significantly shorter for bacterial pathogens than contaminants. Most blood and CSF cultures for bacterial pathogens were positive within 24 hours. With our findings, there is potential to reduce duration of hospitalization and avoid unnecessary antibiotics.
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- 2020
41. Radiographic Pneumonia in Febrile Infants 60 Days and Younger
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David M. Jaffe, Daniel M. Cohen, Prashant Mahajan, Leah Tzimenatos, Todd A. Florin, Octavio Ramilo, John D. Hoyle, Shireen M. Atabaki, Nathan Kuppermann, and John M. VanBuren
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medicine.medical_specialty ,Fever ,Bacteremia ,Procalcitonin ,Article ,03 medical and health sciences ,Leukocyte Count ,0302 clinical medicine ,Interquartile range ,030225 pediatrics ,Internal medicine ,Medicine ,Humans ,Clinical significance ,Prospective Studies ,Prospective cohort study ,medicine.diagnostic_test ,business.industry ,Infant ,030208 emergency & critical care medicine ,General Medicine ,Pneumonia ,medicine.disease ,respiratory tract diseases ,Pediatrics, Perinatology and Child Health ,Emergency Medicine ,Absolute neutrophil count ,business ,Chest radiograph ,Biomarkers - Abstract
Objective Few prospective studies have assessed the occurrence of radiographic pneumonia in young febrile infants. We analyzed factors associated with radiographic pneumonias in febrile infants 60 days or younger evaluated in pediatric emergency departments. Study design We conducted a planned secondary analysis of a prospective cohort study within 26 emergency departments in a pediatric research network from 2008 to 2013. Febrile (≥38°C) infants 60 days or younger who received chest radiographs were included. Chest radiograph reports were categorized as "no," "possible," or "definite" pneumonia. We compared demographics, Yale Observation Scale scores (>10 implying ill appearance), laboratory markers, blood cultures, and viral testing among groups. Results Of 4778 infants, 1724 (36.1%) had chest radiographs performed; 2.7% (n = 46) had definite pneumonias, and 3.9% (n = 67) had possible pneumonias. Patients with definite (13/46 [28.3%]) or possible (15/67 [22.7%]) pneumonias more frequently had Yale Observation Scale score >10 compared with those without pneumonias (210/1611 [13.2%], P = 0.002) in univariable and multivariable analyses. Median white blood cell count (WBC), absolute neutrophil count (ANC), and procalcitonin (PCT) were higher in the definite (WBC, 11.5 [interquartile range, 9.8-15.5]; ANC, 5.0 [3.2-7.6]; PCT, 0.4 [0.2-2.1]) versus no pneumonia (WBC, 10.0 [7.6-13.3]; ANC, 3.4 [2.1-5.4]; PCT, 0.2 [0.2-0.3]; WBC, P = 0.006; ANC, P = 0.002; PCT, P = 0.046) groups, but of unclear clinical significance. There were no cases of bacteremia in the definite pneumonia group. Viral infections were more frequent in groups with definite (25/38 [65.8%]) and possible (28/55 [50.9%]) pneumonias than no pneumonias (534/1185 [45.1%], P = 0.02). Conclusions Radiographic pneumonias were uncommon, often had viruses detected, and were associated with ill appearance, but few other predictors, in febrile infants 60 days or younger.
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- 2020
42. The Michigan Appropriateness Guide for Intravenous Catheters in Pediatrics: miniMAGIC
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Stephanie Pitts, David S. Cooper, Craig A. McBride, Beth Gore, Steven J. Bernstein, Marie Cooke, Claire M. Rickard, Marc Stranz, Ranjit Aiyagari, Elizabeth Prentice, Tricia Kleidon, Vineet Chopra, Erin E. Shaughnessy, Erin A. Brown, Amanda J. Ullman, Jeffrey P. Jacobs, Julie Jaffray, Kayce Morton, E. Vincent S. Faustino, Joshua Wolf, Prashant Mahajan, Darcy Doellman, and Douglas C. Rivard
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Pediatrics ,medicine.medical_specialty ,Catheterization, Central Venous ,Michigan ,Adolescent ,MEDLINE ,Vascular access ,03 medical and health sciences ,0302 clinical medicine ,Key terms ,Multidisciplinary approach ,030225 pediatrics ,Intravenous catheter ,medicine ,Humans ,Medical diagnosis ,Child ,Expert Testimony ,business.industry ,Infant, Newborn ,Infant ,Information synthesis ,Child, Preschool ,Pediatrics, Perinatology and Child Health ,Practice Guidelines as Topic ,business ,Umbilical catheter ,Vascular Access Devices - Abstract
OBJECTIVES: Vascular access device decision-making for pediatric patients remains a complex, highly variable process. To date, evidence-based criteria to inform these choices do not exist. The objective of the Michigan Appropriateness Guide for Intravenous Catheters in pediatrics (miniMAGIC) was to provide guidance on device selection, device characteristics, and insertion technique for clinicians, balancing and contextualizing evidence with current practice through a multidisciplinary panel of experts. METHODS: The RAND Corporation and University of California, Los Angeles Appropriateness Method was used to develop miniMAGIC, which included the following sequential phases: definition of scope and key terms, information synthesis and literature review, expert multidisciplinary panel selection and engagement, case scenario development, and appropriateness ratings by an expert panel via 2 rounds. RESULTS: The appropriateness of the selection, characteristics, and insertion technique of intravenous catheters commonly used in pediatric health care across age populations (neonates, infants, children, and adolescents), settings, diagnoses, clinical indications, insertion locations, and vessel visualization devices and techniques was defined. Core concepts including vessel preservation, insertion and postinsertion harm minimization (eg, infection, thrombosis), undisrupted treatment provision, and inclusion of patient preferences were emphasized. CONCLUSIONS: In this study, we provide evidence-based criteria for intravenous catheter selection (from umbilical catheters to totally implanted venous devices) in pediatric patients across a range of clinical indications. miniMAGIC also highlights core vascular access practices in need of collaborative research and innovation.
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- 2020
43. Development of a rubric for assessing delayed diagnosis of appendicitis, diabetic ketoacidosis and sepsis
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Emily L. Aaronson, Richard G. Bachur, Prashant Mahajan, David N. Williams, Jonathan A. Finkelstein, Kenneth A. Michelson, and Arianna H. Dart
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medicine.medical_specialty ,Delayed Diagnosis ,Diabetic ketoacidosis ,Clinical Biochemistry ,Medicine (miscellaneous) ,Article ,Diabetic Ketoacidosis ,Sepsis ,03 medical and health sciences ,0302 clinical medicine ,030225 pediatrics ,Surveys and Questionnaires ,medicine ,Humans ,030212 general & internal medicine ,Medical diagnosis ,Grading (education) ,business.industry ,Health Policy ,Biochemistry (medical) ,Public Health, Environmental and Occupational Health ,Rubric ,Emergency department ,medicine.disease ,Appendicitis ,Vignette ,Emergency medicine ,business - Abstract
Objectives Using case review to determine whether a patient experienced a delayed diagnosis is challenging. Measurement would be more accurate if case reviewers had access to multi-expert consensus on grading the likelihood of delayed diagnosis. Our objective was to use expert consensus to create a guide for objectively grading the likelihood of delayed diagnosis of appendicitis, new-onset diabetic ketoacidosis (DKA), and sepsis. Methods Case vignettes were constructed for each condition. In each vignette, a patient has the condition and had a previous emergency department (ED) visit within 7 days. Condition-specific multi-specialty expert Delphi panels reviewed the case vignettes and graded the likelihood of a delayed diagnosis on a five-point scale. Delayed diagnosis was defined as the condition being present during the previous ED visit. Consensus was defined as ≥75% agreement. In each Delphi round, panelists were given the scores from the previous round and asked to rescore. A case scoring guide was created from the consensus scores. Results Eighteen expert panelists participated. Consensus was achieved within three Delphi rounds for all appendicitis and sepsis vignettes. We reached consensus on 23/30 (77%) DKA vignettes. A case review guide was created from the consensus scores. Conclusions Multi-specialty expert reviewers can agree on the likelihood of a delayed diagnosis for cases of appendicitis and sepsis, and for most cases of DKA. We created a guide that can be used by researchers and quality improvement specialists to allow for objective case review to determine when delayed diagnoses have occurred for appendicitis, DKA, and sepsis.
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- 2020
44. Factors Associated With Potentially Missed Diagnosis of Appendicitis in the Emergency Department
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Samir K. Gadepalli, Nancy J. Petersen, M. Fernanda Bellolio, Hardeep Singh, Neil Kamdar, Tanima Basu, Prashant Mahajan, and Chih Wen Pai
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Adult ,Male ,Pediatrics ,medicine.medical_specialty ,Abdominal pain ,Adolescent ,Nausea ,Population ,Young Adult ,Risk Factors ,medicine ,Humans ,education ,Child ,Aged ,Retrospective Studies ,Original Investigation ,education.field_of_study ,Missed Diagnosis ,business.industry ,Research ,Retrospective cohort study ,General Medicine ,Odds ratio ,Emergency department ,Middle Aged ,medicine.disease ,Appendicitis ,Abdominal Pain ,Online Only ,Child, Preschool ,Emergency Medicine ,Female ,medicine.symptom ,Symptom Assessment ,business ,Emergency Service, Hospital ,Cohort study - Abstract
Key Points Question What factors are associated with a potentially missed diagnosis of appendicitis in the emergency department among adults and children? Findings In this cohort study of 123 711 patients diagnosed with appendicitis, insurance claims data indicated that appendicitis was potentially missed in 6.0% of adults and 4.4% of children during the initial emergency department visit. Factors associated with potentially missed appendicitis included female sex, the coexistence of abdominal pain and constipation, and the presence of comorbidities. Meaning Population-based estimates of the rates of potentially missed appendicitis reveal opportunities for improvement and identify factors that may alert clinicians and mitigate the risk of missed diagnosis., Importance Appendicitis may be missed during initial emergency department (ED) presentation. Objective To compare patients with a potentially missed diagnosis of appendicitis (ie, patients with symptoms associated with appendicitis, including abdominal pain, constipation, nausea and/or vomiting, fever, and diarrhea diagnosed within 1-30 days after initial ED presentation) with patients diagnosed with appendicitis on the same day of ED presentation to identify factors associated with potentially missed appendicitis. Design, Setting, and Participants In this cohort study, a retrospective analysis of commercially insured claims data was conducted from January 1 to December 15, 2019. Patients who presented to the ED with undifferentiated symptoms associated with appendicitis between January 1, 2010, and December 31, 2017, were identified using the Clinformatics Data Mart administrative database (Optum Insights). The study sample comprised eligible adults (aged ≥18 years) and children (aged, This cohort study uses insurance claims data to compare patients with a potentially missed diagnosis of appendicitis with those diagnosed with appendicitis during the initial emergency department visit to identify factors associated with potentially missed appendicitis among adults and children.
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- 2020
45. Vascular Access in Critically Ill Children
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Sarah B Kandil, E. Vincent S. Faustino, and Prashant Mahajan
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Resuscitation ,medicine.medical_specialty ,Catheterization, Central Venous ,Critically ill ,Peripheral intravenous ,business.industry ,Critical Illness ,Vascular access ,Emergency department ,Peripherally inserted central catheter ,humanities ,03 medical and health sciences ,Catheter ,0302 clinical medicine ,Parenteral nutrition ,030225 pediatrics ,Child, Preschool ,Pediatrics, Perinatology and Child Health ,Emergency medicine ,Medicine ,Humans ,business ,Child ,Vascular Access Devices - Abstract
* Abbreviations: ED — : emergency department miniMAGIC — : Michigan Appropriateness Guide for Intravenous Catheters in Pediatrics NTCVAD — : nontunneled central vascular access device PED — : pediatric emergency department PICC — : peripherally inserted central catheter PIVC — : peripheral intravenous catheter VAD — : vascular access device Vascular access devices (VADs) are commonly inserted, often in a time sensitive manner, in critically ill children to provide life-sustaining therapy, including but not limited to fluid resuscitation, antibiotics, vasopressors, or parenteral nutrition, and for hemodynamic monitoring. Among children admitted to the pediatric emergency department (PED), VAD selection is limited to peripheral intravenous catheter (PIVC), intraosseous device, and nontunneled central vascular access device (NTCVAD). VAD selection is more varied in the PICU and includes peripherally inserted central catheter (PICC), midline catheter, tunneled cuffed central VAD, and totally implanted venous device in addition to those that are available in the PED. Regardless of setting of care, currently there is no evidence-based guidance for VAD selection. In general, PIVCs are the mainstay for critically ill children in the PED, and PIVC and NTCVAD are the mainstays for those in the PICU. However, given the concerns of central line–associated bloodstream … Address correspondence to Sarah B. Kandil, MD, Department of Pediatrics, Yale School of Medicine, Yale University, 333 Cedar St, New Haven, CT 06520. E-mail: sarah.kandil{at}yale.edu
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- 2020
46. Service marketing mix as input and output of higher and technical education: A measurement model based on students’ perceived experience
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Suresh Golahit and Prashant Mahajan
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Service system ,Terms of service ,Higher education ,Yardstick ,Referral ,business.industry ,Vocational education ,Academic achievement ,Marketing ,business ,Marketing mix - Abstract
Purpose The purpose of this paper is to examine the relationships of service marketing mix (SMM) as service input and service output in terms of students’ performance, satisfaction and referral act in context to higher and technical education (HTE) through the application of structural equation modeling. Design/methodology/approach A quantitative research, conducted through a self-administered survey composed by a closed-ended structured questionnaire, was incorporated for the students who were enrolled in the technical educational institutions situated in the Khandesh region of India. Findings The findings of this study revealed that traditional SMM is statistically linked with the performance of students in terms of skill and knowledge enhancement, satisfaction and referral act of students, which are perceptible new emerging SMM; performance, pleasure and pointing out in terms of service output. Practical implications Integrating SMM as service input and service output are productive for HTE in enhancing growth (quantitatively) by the inclusivity of diversified students and development (qualitatively) by enhancing their performance for global standing, making them satisfied and motivating them for recommending their institution to others. This integration can be utilized as a yardstick by the institutions for staying ahead in students’ market with a distinctive competitive advantage. Social implications Growth and development of HTE will raise a society’s quality of life and thereby increase a country’s socio-economic status. Originality/value The study has exhibited SMM as input and output of a service system that is useful for the growth and development of HTE. The measurement tool presented is effective in (re)framing policies on SMM as service input based on desired service output.
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- 2020
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47. Association Between Diarrhea Duration and Severity and Probiotic Efficacy in Children With Acute Gastroenteritis
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David Schnadower, Karen J. O’Connell, John M. VanBuren, Cheryl Vance, Phillip I. Tarr, Suzanne Schuh, Katrina Hurley, Alexander J. Rogers, Naveen Poonai, Cindy G. Roskind, Seema R. Bhatt, Serge Gouin, Prashant Mahajan, Cody S. Olsen, Elizabeth C. Powell, Ken Farion, Robert E. Sapien, Thomas H. Chun, Stephen B. Freedman, and Pediatric Emergency Care Applied Re Group
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medicine.medical_specialty ,business.industry ,Emergency department ,Acute gastroenteritis ,Placebo ,law.invention ,Diarrhea ,Probiotic ,law ,Informed consent ,Internal medicine ,Health care ,medicine ,medicine.symptom ,Duration (project management) ,business - Abstract
Background: Despite the popular belief that probiotics are most efficacious when treating acute childhood diarrhea if started early and when symptoms are more severe, the data supporting these assumptions are unclear. We sought to evaluate whether the efficacy of probiotics depends on the duration and severity of diarrhea prior to treatment. Methods: This was a pre-planned secondary analysis of two randomized placebo-controlled trials in children 3-48 months of age with acute gastroenteritis, conducted in sixteen emergency departments in North America evaluating the efficacy of two probiotic products. Participants were categorized in severity groups according to the duration (< 24h, 24 – < 72h, and ≥ 72h) and the frequency of diarrhea episodes in the 24 hours (≤ 3, 4 – 5 and ≥ 6) prior to presentation. We used regression models to assess the interaction between pre-treatment diarrhea severity groups and treatment arm (probiotic or placebo) on the presence of moderate-to-severe gastroenteritis defined by a Modified Vesikari Scale score ≥9. Secondary outcomes included diarrhea frequency and duration, unscheduled healthcare provider visits and hospitalization. Findings: 1,770 children were included, 882 (50%) received a probiotic. The development of moderate-to-severe gastroenteritis symptoms following the initiation of treatment did not differ between groups [probiotic - 18.4% (162/882) vs. placebo - 18.3% (162/888); RR 1.00; 95%CI: 0.87, 1.16; P=0.95]. There was no evidence of interaction between baseline severity and treatment (P=0.61) for the primary or any of the secondary outcomes: diarrhea duration (P=0.88), maximum diarrheal episodes in a 24 hour period (P=0.87), unscheduled health care visits (P=0.21) and hospitalization (P=0.87). Interpretation: In children 3 to 48 months with acute gastroenteritis the lack of effect of probiotics is not explained by the duration of symptoms or frequency of diarrheal episodes prior to presentation. Trial Registration: Clinicaltrials.gov # NCT01773967 and # NCT01853124. Funding Statement: This work is supported by the Eunice Kennedy Shriver National Institute of Child Health and Human Development (R01HD071915) and by the Canadian Institutes of Health Research (grants 286384 and 325412). Declaration of Interests: Dr. David Schnadower received in-kind study drug and placebo from iHeath Inc., however the company did not contribute financially to the study or to the investigators, and their employees do not have access study data. I-Health personnel had no role in study design, collection management, analysis and interpretation of data; nor did they have any role or authority in writing the report nor the decision to submit the trial for publication. Dr. Stephen Freedman has received in-kind (study drug and placebo) from Lallemand Health Solutions. He provides consulting services to Takeda Pharmaceutical Company, RedHill Biopharma Ltd and Eligo Bioscience S.A.S. on childhood intestinal disorders and is supported by the Alberta Children’s Hospital Foundation Professorship in Child Health and Wellness. All other authors report no relevant conflicts. Ethics Approval Statement: The studies were approved by all local Institutional Review Boards. Written informed consent was obtained from the legal guardians of all participants.
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- 2020
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48. Use of peel-based activated carbon in wastewater treatment: a study of patents
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Dipika Jaspal, Prashant Mahajan, and Amit Kumar Tiwari
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Strategy and Management ,Business and International Management ,Law - Published
- 2022
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49. Incident Reporting to Improve Patient Safety
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Kathy N. Shaw, James M. Chamberlain, Karen J OʼConnell, Richard M. Ruddy, Stephen Blumberg, Richard Lichenstein, Prashant Mahajan, Cody S. Olsen, and Tomohiko Funai
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Quality management ,MEDLINE ,03 medical and health sciences ,Patient safety ,0302 clinical medicine ,030225 pediatrics ,medicine ,Humans ,Child ,Emergency Treatment ,Risk Management ,Medical Errors ,business.industry ,030208 emergency & critical care medicine ,General Medicine ,Emergency department ,Overcrowding ,medicine.disease ,Pediatric patient ,Workflow ,Pediatrics, Perinatology and Child Health ,Emergency Medicine ,Guideline Adherence ,Patient Safety ,Medical emergency ,Emergency Service, Hospital ,business ,Process variance - Abstract
Medical errors threaten patient safety, especially in the pediatric emergency department (ED) where overcrowding, multiple handoffs, and workflow interruptions are common. Errors related to process variance involve situations that are not consistent with standard ED operations or routine patient care.We performed a planned subanalysis of the Pediatric Emergency Care Applied Research Network incident reporting data classified as process variance events. Confidential deidentified incident reports (IRs) were collected and classified by 2 independent investigators. Events categorized as process variance were then subtyped for severity and contributing factors. Data were analyzed using descriptive statistics.The study intention was to describe and measure reported medical errors related to process variance in 17 EDs in the Pediatric Emergency Care Applied Research Network from 2007 to 2008.Between July 2007 and June 2008, 2906 eligible reports were reviewed. Process variance events were identified in 15.4% (447/2906). The majority were related to patient flow (35.4%), handoff communication (17.2%), and patient identification errors (15.9%). Most staff involved included nurses (47.9%) and physicians (28%); trainees were infrequently reported. The majority of events did not result in harm (65.7%); 17.9% (80/447) of cases were classified as unsafe conditions but did not reach the patient. Temporary harm requiring further treatment or hospitalization was reported in 5.6% (25/447). No events resulted in permanent harm, near death, or death. Contributing factors included human factors (92.1%), in particular handoff communication, interpersonal skills, and compliance with established procedures, and system-level errors (18.1%), including unclear or unavailable policies and inadequate staffing levels.Although process variance events accounted for approximately 1 in 6 reported safety events, very few led to patient harm. Because human and system-level factors contributed to most of these events, our data provide an insight into potential areas for further investigation and improvements to mitigate errors in the ED setting.
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- 2018
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50. The influence of psychosocial stressors and socioeconomic status on sleep among caregivers of teenagers with asthma, the Puff City study
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Lisa J. Meltzer, Andrea E. Cassidy-Bushrow, Christine L.M. Joseph, Susan Redline, Talan Zhang, Elizabeth A Duffy, Prashant Mahajan, Mei Lu, Dayna A. Johnson, Stephanie Stokes-Buzzelli, and Brittany McKinnon
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Adult ,Male ,medicine.medical_specialty ,Time Factors ,Adolescent ,Cross-sectional study ,Article ,03 medical and health sciences ,Behavioral Neuroscience ,Social support ,0302 clinical medicine ,Risk Factors ,Sleep Initiation and Maintenance Disorders ,Prevalence ,medicine ,Humans ,Psychiatry ,Socioeconomic status ,Depression (differential diagnoses) ,Asthma ,Depression ,business.industry ,Stressor ,Social Support ,Health Status Disparities ,Middle Aged ,medicine.disease ,Sleep in non-human animals ,Black or African American ,Cross-Sectional Studies ,Caregivers ,Social Class ,030228 respiratory system ,Female ,Self Report ,Sleep ,business ,Psychosocial ,Stress, Psychological ,030217 neurology & neurosurgery - Abstract
OBJECTIVE: Insufficient sleep is common among caregivers and is associated with worse health outcomes; however, the contributors to poor sleep among caregivers are unknown. We investigated the cross-sectional association between socioeconomic status (SES), psychosocial stressors and sleep among caregivers. METHODS: Caregivers (n=98) of teenagers with asthma self-reported sleep duration (hours), sleep quality (very good to very bad), education (< high school to college graduate), income ($15,000 to $50,000), and psychosocial stressors (stress, worry, social support, depressive symptoms, nightly awakenings due to caregiving). Logistic and linear regression models were performed to study the association of between SES, psychosocial stressors and sleep, adjusting for possible confounders. RESULTS: Caregivers on average were 45.5 years, female (89%) and African American (90%). Average sleep duration was 5.9 hours (standard deviation: 1.5), 72% reported short sleep (
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- 2018
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