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Nevin Manimala Statistics

The Race Against Sepsis: Are Helicopters Always Necessary? A Single-Center Analysis at a Tertiary Pediatric Hospital

Air Med J. 2025 Nov-Dec;44(6):521-524. doi: 10.1016/j.amj.2025.08.005. Epub 2025 Sep 17.

ABSTRACT

OBJECTIVE: Although numerous studies have evaluated transport modes for pediatric trauma, few have addressed strategies for sepsis. This study evaluates whether ground versus rotor wing transport affects transport time, hospital length of stay (LOS), or mortality in pediatric patients with suspected sepsis.

METHODS: We performed a retrospective chart review at a 255-bed tertiary children’s hospital and level 1 trauma center (∼81,000 annual emergency department visits). Patients aged 0 to 18 years with a referring diagnosis of possible sepsis and transported by Pedi-Flite, a specialized neonatal/pediatric critical care team, between January 1, 2010, and January 1, 2020, were included; neonatal intensive care unit admissions were excluded. Data included demographics, transport time, fluid/antibiotic administration, vasopressor use, blood culture results, LOS, discharge disposition, and insurance status.

RESULTS: Of 87 patients, 63 were transported by ground and 24 by rotor wing. Baseline characteristics and outcomes did not differ significantly. Mean transfer time was 150 ± 80 minutes for ground and 210 ± 297 minutes for rotor (P = .40). Team arrival to the referring hospital was 72 ± 51 minutes for ground and 125 ± 296 minutes for rotor (P = .40). LOS was 10.78 days (ground) versus 9.22 days (rotor; P = .6), and survival was 97% (rotor) versus 90% (ground; P = .40). Most patients received intravenous fluids (97%) and antibiotics (95%), with no group differences in administration rates or mean volume (33.4 vs. 33.3 mL/kg; P = .77). Vasopressors were started during transport in 10% and by the receiving hospital in 63%. In addition, 12 patients (14%) were intubated. Blood cultures were obtained in 40%, with 17% positive; no differences were observed between the groups (all P > .30).

CONCLUSION: Transport mode was not associated with differences in care or outcomes for suspected pediatric sepsis. In regions with similar geography and dispatch logistics, ground transport by a specialized critical care team may provide equivalent outcomes to rotor wing.

PMID:41161884 | DOI:10.1016/j.amj.2025.08.005

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Nevin Manimala Statistics

Analysis of Helicopter Emergency Medical Services Metrics-Altmetrics Score Perspective: HEMS-MAP

Air Med J. 2025 Nov-Dec;44(6):497-504. doi: 10.1016/j.amj.2025.07.008.

ABSTRACT

OBJECTIVE: Helicopter emergency medical services (HEMS) provide time-sensitive transport and advanced prehospital care. Although traditional bibliometrics (eg, citation counts) have measured academic impact, the role of alternative metrics (altmetrics), such as social media and news mentions, in capturing real-time scholarly influence remains underexplored in HEMS research. To evaluate the relationship between traditional citation metrics and altmetric indicators in HEMS-related publications and to identify trends in online engagement and academic dissemination.

METHODS: This cross-sectional analysis included 817 HEMS-related articles published between 1984 and 2025, identified using Altmetric Explorer. Data were extracted from Altmetric Explorer, PlumX Metrics, and Springer Nature Citations, covering various traditional and alternative impact indicators. Descriptive statistics summarized citation and altmetric indicators. Spearman’s correlation analysis assessed relationships between Altmetric Attention Score (AAS), Mendeley readership, and citation counts from multiple sources (Dimensions, CrossRef, Scopus, PubMed). Geographic and temporal engagement patterns were also evaluated.

RESULTS: The mean AAS was 11.18 ± 28.80, and the mean citation count (Dimensions) was 17.04 ± 24.48. A strong positive correlation was found between AAS and X (formerly Twitter) mentions (ρ = 0.723, P < .001). Mendeley readers had strong positive correlations with citation counts. However, overall correlations between AAS and citation counts were weak. Social media engagement was highest in the United Kingdom and the United States. Nordic countries dominated policy and guideline citations.

CONCLUSION: This is the first comprehensive altmetric analysis of HEMS-related publications. Although AAS reflects online attention, it correlates only modestly with traditional academic impact. Altmetrics offer complementary insight into research dissemination, especially in the digital age, and may inform more holistic evaluation strategies in prehospital and emergency medicine scholarship.

PMID:41161880 | DOI:10.1016/j.amj.2025.07.008

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Nevin Manimala Statistics

Clinical Profile and Outcome of Air Medical Evacuation Cases Involving Anesthesiologists of a Military Tertiary Care Hospital of Nepal: A Retrospective Study

Air Med J. 2025 Nov-Dec;44(6):478-484. doi: 10.1016/j.amj.2025.06.023. Epub 2025 Jul 23.

ABSTRACT

OBJECTIVE: Air medical evacuation (AE) plays a vital role in emergency medical services by facilitating swift transfer of critically ill or injured patients to advance health care facilities. Despite its increasing importance, standardized protocols and comprehensive research on AE outcomes remain scarce, particularly in Nepal. This study evaluates clinical characteristics, interventions, and prognostic determinants of AE cases managed by anesthesiologists at a military tertiary care hospital.

METHODS: This retrospective observational study analyzed AE cases handled by anesthesiologists in an 11-year period (July 2013-July 2024). Data were retrieved from hospital records, encompassing patient demographics, clinical characteristics, air medical factors, and outcomes. The primary outcomes assessed were in-hospital mortality and recovery. Chi-square tests and logistic regression analyses were used to evaluate associations between key clinical variables and patient outcomes.

RESULTS: The study included 83 patients, with a median age of 30 years (interquartile range: 23-36) and a male-to-female ratio of 16:1. Road traffic accidents were leading cause of AE (39.8%), followed by high-altitude illness and heat-related conditions (9.6% each). Mortality was significantly associated with hemodynamic instability (odds ratio: 96.67, 95% confidence interval: 11.34-823.77, P < .001) and intubation status (odds ratio: 12.75, 95% confidence interval: 3.236-50.191, P < .001), whereas no significant correlation was observed between the reason for AE and mortality.

CONCLUSIONS: Our study represents first in-depth analysis of AEs involving anesthesiologists in Nepal, identifying illness severity, hemodynamic instability, and intubation status as significant predictors of mortality. The findings underscore urgent need for improved AE infrastructure, implementation of standardized protocols, and specialized training to enhance patient outcomes.

PMID:41161876 | DOI:10.1016/j.amj.2025.06.023

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Nevin Manimala Statistics

Association Between On-Scene Time and Number of Physicians in Helicopter Emergency Medical Services in Japan: A Retrospective Study

Air Med J. 2025 Nov-Dec;44(6):473-477. doi: 10.1016/j.amj.2025.06.022. Epub 2025 Jul 21.

ABSTRACT

OBJECTIVE: This study aimed to determine the impact of having 2 physicians versus 1 physician in a helicopter emergency medical team on OST.

METHODS: This retrospective observational study analyzed 828 patients who underwent helicopter emergency medical services in 2 years (2020-2021). We used chi-square and t tests to analyze the difference in OST between patients attended by 1 versus 2 physicians. We then used general linear model analysis to evaluate the impact of the number of physicians on OST.

RESULTS: Of the 828 patients, we observed 1 physician group (n = 356) and 2 physician groups (n = 472). Analysis revealed significant main effects of diagnosis type (F = 10.78, P < .001) and the number of physicians (F = 18.60, P < .001) on OST, whereas the interaction was not significant (F = 0.30, P = .911). In another analysis, the interaction between the transport facility and the number of physicians was significant (F = 7.00, P = .008), including their main effects.

CONCLUSIONS: Having 2 physicians on board the helicopter emergency medical services seems to reduce OST compared with having 1, particularly in trauma and neurology cases.

PMID:41161875 | DOI:10.1016/j.amj.2025.06.022

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Nevin Manimala Statistics

A novel measure of spatial accessibility to transplant services predicts population-based access to liver transplant

Liver Transpl. 2025 Oct 29. doi: 10.1097/LVT.0000000000000765. Online ahead of print.

ABSTRACT

Geographic variation in liver transplant access in the United States have spurred interest in spatial accessibility to care. There is currently no consensus about which measure should be used for spatial accessibility. We used 2015-2022 data from the Scientific Registry of Transplant Recipients and the National Center for Health Statistics to calculate county listing-to-death ratios (LDR) for liver transplant. We used a two-step floating catchment area approach to define a novel measure of spatial accessibility (Spatial Accessibility Ratio, SPAR). We compared this measure to other accessibility measures using generalized linear models and Vuong’s non-nested hypothesis test. Across 3,108 included counties, SPAR ranged from 0.56 to 9.98; 29% of counties and 65% of the population had a SPAR≥1 (mean or better accessibility to liver transplant). SPAR outperformed distance (p<0.001), rurality (p<0.001), and health care resource-based measures (p<0.001) in predicting population-based transplant access; SPAR remained significantly associated with LDR after adjustment for other county-level factors. Sensitivity analyses revealed that the association between SPAR and LDR was modified by socioeconomic characteristics and geographic region. This measure may be used in future research on spatial accessibility, including developing interventions to improve access to liver transplant for patients in low-accessibility areas.

PMID:41160883 | DOI:10.1097/LVT.0000000000000765

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Nevin Manimala Statistics

A mechanistic approach to modeling omnidirectional motorcyclist injury risk

Traffic Inj Prev. 2025 Oct 29:1-11. doi: 10.1080/15389588.2025.2570829. Online ahead of print.

ABSTRACT

OBJECTIVE: As of 2022, motorcyclist fatalities in the United States had risen 38% since 2010, representing 15% of all U.S. traffic fatalities. Recently developed injury risk models have sought to better predict injury potential for certain collision configurations involving motorcycles using relative speed as a primary predictor variable. Advancing the state-of-the-art, this study developed injury risk models for motorcyclist collisions with passenger vehicles across all planar configurations and incorporated biomechanically-relevant predictor variables including a novel speed parameter.

METHODS: We analyzed real-world crash data from the German In-Depth Accident Study (GIDAS) (1999-2023) to examine motorcyclist injury patterns and create injury risk functions at the MAIS2 + F, 3 + F, 4 + F, and 5 + F levels. Biomechanically relevant variables, including age (via a spline function), sex, and a geometric-based assessment of motorcyclist post-impact response (i.e., potential for a normal projection), were considered. Effective Collision Speed, combining passenger vehicle and motorcycle speeds while accounting for reduced engagement associated with frictional effects in side impacts, was employed as an important predictor. We analyzed the impact of reweighting the dataset to German national statistics, addressing GIDAS’ bias toward severe and fatal collisions.

RESULTS: The dataset comprised 2,499 passenger-vehicle to motorcycle collisions, of which 59% involved contact with the front of the passenger vehicle, 25% the side, and 16% the rear. 37% of motorcyclists sustained AIS2 + F injuries and 11% sustained AIS3 + F injuries. At the MAIS3 + F level, the lower extremities were the most commonly injured body region, followed by the thorax and head. Age significantly influenced injury risk at MAIS2 + F and MAIS3 + F levels. A potential normal projection was associated with higher injury risk, significant only for MAIS2 + F. Effective Collision Speed emerged as the sole significant predictor for higher severity levels.

CONCLUSIONS: These findings highlight the importance of incorporating biomechanical factors and refined speed metrics into motorcyclist injury risk models. The proposed Effective Collision Speed demonstrated strong predictive capability, offering a more comprehensive approach for assessing injury potential across varied crash configurations.

PMID:41160882 | DOI:10.1080/15389588.2025.2570829

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Nevin Manimala Statistics

ProteoNexus: an integrative database to characterize genetic architecture, estimate mediation effects, and construct and evaluate prediction models of the plasma proteome

Nucleic Acids Res. 2025 Oct 29:gkaf1058. doi: 10.1093/nar/gkaf1058. Online ahead of print.

ABSTRACT

Proteins are biological effectors that mediate the effects of exposures on diseases and serve as predictors for constructing high-performance disease prediction models. However, an integrative, sex-specific proteomic resource using a biobank-scale dataset remains unavailable. Here, we introduce ProteoNexus, a database featuring a standardized best-practice pipeline integrating protein pQTLs mapping, mediation analysis, and risk prediction. Following stringent quality control, ProteoNexus comprises three categories of exposures: 129 measurement-based variables, 54 environmental variables, 1 251 123 single-nucleotide polymorphisms (SNPs), and 57 incident diseases among 33 325 European participants. ProteoNexus identifies 16 998 putative causal pQTLs, of which 5 979 are cis-pQTLs and 11 019 are trans-pQTLs in the combined-sex dataset, while 9 464 and 7 832 pQTLs were identified in the female and male datasets, respectively. Using a two-step screening strategy, ProteoNexus identifies 308 325, 144 975, and 1 336 significant pathways caused by measurement-based variables, environmental variables, and SNPs, respectively, followed by enrichment analysis of proteins associated with these exposures. With 21 optimized parameters for four machine learning algorithms, ProteoNexus provides an online analysis module that enables users to analyze their own proteomic data. Users can search for results by protein, reported disease, ICD-10 code, or exposure, with accompanying summary statistics for each query. ProteoNexus is freely accessible at https://www.proteonexus.com/.

PMID:41160873 | DOI:10.1093/nar/gkaf1058

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Nevin Manimala Statistics

Economic determinants in healthcare quality optimization in Ukrainian metropolises

Wiad Lek. 2025;78(9):1899-1908. doi: 10.36740/WLek/212533.

ABSTRACT

OBJECTIVE: Aim: The objective of the study is to analyze the economic determinants that contribute to enhancing the quality of medical care in the context of metropolitan zoning.

PATIENTS AND METHODS: Materials and Methods: The study draws on statistical data from the Center for Medical Statistics of the Ministry of Health of Ukraine, the State Statistics Service of Ukraine, and the Health Departments of the metropolitan cities of Dnipro and Kharkiv for the years 2010, 2013-2014, and 2018-2020. The research employed methods of statistical analysis and synthesis, logical analysis, generalization, and systems approaches.

CONCLUSION: Conclusions: An analysis was conducted of morbidity trends in the Dnipro metropolis during 2010, 2013-2014, and 2018-2020 with respect to socially significant diseases – hypertension, myocardial infarction, stroke, HIV/AIDS, as well as AIDS-related mortality, all of which pose risks of premature death (18 years and older). Consideration was also given to the human resources available in primary health care and prevailing demographic trends. A comparative analysis of the effectiveness of health care systems in the metropolises of Dnipro and Kharkiv was undertaken by assessing the number of emergency medical service calls per 100,000 average annual population. The study proposes approaches to assessing the influence of metropolitan health care infrastructure on medical institutions within the metropolitan region and substantiates the prospects for establishing a unified metropolitan health care system. In the context of the ongoing war in Ukraine, there is an urgent need to create a competitive health care environment in metropolitan areas, prioritizing economic determinants of quality optimization. This will require the joint efforts of government, business, academia, and the media in developing modern competitivestrategies for metropolitan development, supported by the adoption and implementation of legislation on the status and functions of metropolises. Such measures are expected to reduce irrational and unjustified financial expenditures in the health care sector.

PMID:41160871 | DOI:10.36740/WLek/212533

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Nevin Manimala Statistics

Prevalence of risk factors for the occurrence of orthodontic pathology among children in the city of Poltava: regional features

Wiad Lek. 2025;78(9):1837-1842. doi: 10.36740/WLek/212523.

ABSTRACT

OBJECTIVE: Aim: The aim of our research was to investigate the regional features of the prevalence of risk factors for the occurrence of orthodontic pathology among the children’s population of Poltava.

PATIENTS AND METHODS: Materials and Methods: sociological, forecasting, bibliosemantic, analytical, medical-statistical. Materials: results of examination by a pediatric dentist of schoolchildren of different age groups (406 children), results of a questionnaire of parents of examined schoolchildren of different age groups (406 respondents).

RESULTS: Results: In our study, using the method of simple logistic regression, regional features of the prevalence of risk factors associated with the occurrence of orthodontic pathology were identified: the chances of detecting orthodontic pathology increase with the use of a pacifier, somatic morbidity in the first year of life (dysbacteriosis, rickets), the presence of caries in the child (complicated caries), the removal of permanent teeth due to caries, concomitant diseases (otorhinolaryngological pathology) in the child, the presence of heredity (orthodontic pathology in the family), and occupational hazards during the mother’s pregnancy.

CONCLUSION: Conclusions: The identified risk factors for orthodontic pathology are mostly modifiable, that is, they are amenable to correction. Therefore, it is extremely necessary for pediatricians, family doctors and pediatric dentists to carry out both preventive measures to prevent the negative impact of these factors, and explanatory work with parents of children, who must be aware of the importance and necessity of prevention.

PMID:41160863 | DOI:10.36740/WLek/212523

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Nevin Manimala Statistics

Peculiarities of rehabilitation of patients with musculoskeletal disorders: what has changed during the war in Ukraine

Wiad Lek. 2025;78(9):1813-1820. doi: 10.36740/WLek/206076.

ABSTRACT

OBJECTIVE: Aim: The aim of the study was to investigate changes in the structure of musculoskeletal injuries in patients during the war in Ukraine and to determine the organizational and methodological features of the rehabilitation of patients with these injuries according to the conclusions of rehabilitation specialists.

PATIENTS AND METHODS: Materials and Methods: The study was conducted in 2022-2024, 102 rehabilitation specialists participated in it. Scientific methods: analysis of sources of scientific information, questionnaires, statistical methods. The survey of rehabilitation specialists was conducted using the author’s questionnaire, which contains 27 questions divided into 3 blocks.

RESULTS: Results: It was established that during the war years, significant changes occurred in the structure of appeals from patients with musculoskeletal diseases. The share of appeals for help for limb amputations increased to 23.6%, for injuries to joints, muscles and tendons – to 37.3%, for habitual dislocation of the patella – to 6.8%. Physiotherapists are convinced that the quality of rehabilitation services can be improved by using the latest equipment (35.3%), systematic advanced training of specialists (26.5%), expanding access to equipment (21.6%), and introducing the latest physiotherapy methods (13.7%).

CONCLUSION: Conclusions: Based on the conducted research, a system of exercise therapy tools for certain diseases of the musculoskeletal system and the sequence of their application were determined, and practical recommendations were developed for the rehabilitation of the population with musculoskeletal disorders, taking into account changes in their structure and the opinions of rehabilitation specialists who have experience working during the war in Ukraine.

PMID:41160860 | DOI:10.36740/WLek/206076