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Nevin Manimala Statistics

Stressed and Depressed: Prevalence of Anxiety and/or Depression in Physician Assistant Students

J Physician Assist Educ. 2023 Aug 28. doi: 10.1097/JPA.0000000000000522. Online ahead of print.

ABSTRACT

INTRODUCTION: This research highlights the prevalence of anxiety and/or depression among physician assistant (PA) students compared with the general population. It is believed that the results of this study will encourage graduate programs to place a stronger emphasis on the mental health of students and create a more positive learning environment.

METHODS: An original survey was created using questions from Patient Health Questionnaire-9, Generalized Anxiety Disorder-7, and several original questions. The survey was distributed using a SurveyMonkey link to directors of all accredited US PA programs. Program directors were asked to distribute the survey to their students. The survey remained open for 6 weeks, after which a cross-sectional statistical analysis was performed to compare the results with national anxiety and depression data in the United States.

RESULTS: There is a statistically significant increase in the rate of occurrence of anxiety and/or depression among PA students compared with the general population. According to survey results, 84.4% of respondents experienced feelings of anxiety and 80.9% experienced feelings of depression while enrolled in PA school. Physician assistant students found the greatest need for anxiety and depression treatment during the didactic portion of their program.

DISCUSSION: When compared with the national population, the level of anxiety in PA students was found to be 65.3% higher and the levels of depression in PA students to be 72.5% higher. These results should encourage PA programs and health care providers to take action regarding the mental health of future providers.

PMID:37639570 | DOI:10.1097/JPA.0000000000000522

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Nevin Manimala Statistics

A systematic review on cross-cultural validations and psychometric solidity of the orthotics and prosthetics user survey

Prosthet Orthot Int. 2023 Aug 25. doi: 10.1097/PXR.0000000000000268. Online ahead of print.

ABSTRACT

Research is essential to reflect patients’ satisfaction with their devices in the field of Prosthetics and Orthotics, record their performance and health-related quality of life. This requires culturally adapted questionnaires for each country. Periodic assessment of validity and test fit are essential elements for the long-term utility and effectiveness of psychometric tests. This article reviews the psychometric properties of the Orthotics and Prosthetics Users Survey (OPUS). The purpose, in addition to its adaptation to the Spanish-speaking population, involves a review/update of content, statistical analyses, and validity studies, until a larger number of studies are conducted. Study design: a Systematic review. A systematic literature search was carried out in specialized search engines: Alcorze (University of Zaragoza), MEDLINE (PubMed), and EMBASE of original articles published since 2000. Eleven items belonging to the OPUS were obtained, according to the language of the country where they were validated, and promising psychometric properties were confirmed (reflecting reliability values between 0.62 and 0.95; Cronbach’s α scores between 0.73 and 0.98) with sample sizes between 10 and 321. The study concluded by stating that the OPUS was validated in different languages, reporting good psychometric robustness so far. Further deployment, refinement, and validation of this survey by country is warranted in view of its promising use.

PMID:37639569 | DOI:10.1097/PXR.0000000000000268

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Nevin Manimala Statistics

Accuracy of frozen section remote subspecialty consultation using real-time telepathology and whole-slide imaging in gynecologic cases

Am J Clin Pathol. 2023 Aug 28:aqad105. doi: 10.1093/ajcp/aqad105. Online ahead of print.

ABSTRACT

OBJECTIVES: Intrapathology consultation is recommended for complex cases during frozen section (FS) as routine practice. In our institution, solicited second opinions were traditionally provided by in-person consultation (IPC). Whole-slide imaging (WSI) was implemented in 2018 as an alternative but replaced by videoconferencing in 2020. Here, we assess the accuracy of remote FS consultation using these digital modalities vs IPC.

METHODS: Gynecologic FS cases over a 4-year period overseen by 2 intraoperative consultants were grouped by consultation method: (1) IPC, (2) WSI, and (3) videoconferencing. Accuracy was determined by concordance between the FS and final report diagnoses. Turnaround time between the 3 groups was analyzed using SPSS statistical software (IBM).

RESULTS: Using WSI and videoconferencing, 100% concordance was observed, while the IPC group had a 98.5% concordance rate. Videoconferencing, however, showed longer turnaround times (mean, 45.59 minutes) than IPC (mean, 33.36 minutes). Although turnaround time positively correlated with the number of FS specimens, blocks, and H&E slides per case, no statistically significant differences in the number of specimens, blocks, and H&E slides generated were found among the consultation methods.

CONCLUSIONS: Even though turnaround time using videoconferencing is longer, the accuracy of WSI and videoconferencing for remote FS consultation is equivalent to IPC. It is therefore a safe method for conducting intrapathology FS consultation in challenging surgical cases.

PMID:37639561 | DOI:10.1093/ajcp/aqad105

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Nevin Manimala Statistics

Inter-eye Differences in the Clinical Assessment of Intraocular Pressure and Ocular Biomechanics

Optom Vis Sci. 2023 Aug 29. doi: 10.1097/OPX.0000000000002066. Online ahead of print.

ABSTRACT

SIGNIFICANCE: Clinicians and researchers will have evidence whether inter-eye differences confound clinical measurements of intraocular pressure or of ocular biomechanical parameters. Purpose: The purpose of this study was to determine whether intraocular pressure and biomechanical parameters, as measured by the Ocular Response Analyzer (ORA) and by Cornea Visualization with Scheimpflug Technology (CorVis ST), are different between the first and second eye measured.

METHODS: Intraocular pressure and biomechanical parameters were collected from both eyes of healthy participants (n = 139). The ORA measured corneal-compensated intraocular pressure, Goldmann-correlated intraocular pressure, and corneal hysteresis. The CorVis ST measured biomechanically-corrected intraocular pressure, stiffness parameter at first applanation, and stiffness parameter at highest concavity. For each measurement, a paired t-test compared the value of the first eye measured against that of the second eye measured.

RESULTS: For the ORA, Goldmann-correlated intraocular pressure was significantly higher (P = .001) in the first eye (14.8 [3.45] mmHg) than in the second eye (14.3 [3.63] mmHg). For the CorVis ST, biomechanically-corrected intraocular pressure was significantly higher (P < .001) in the second eye (14.7 [2.14] mmHg) than in the first eye (14.3 [2.11] mmHg). Stiffness parameter at first applanation (inter-eye difference = 6.85 [9.54] mmHg/mm) was significantly (P < .001) higher in the first eye than in the second eye. Stiffness parameter at highest concavity was significantly higher (P = .01) in the second eye (14.3 [3.18] mmHg/mm) than in the first eye (14.0 [3.13] mmHg/mm).

CONCLUSIONS: Although there were statistically significant inter-eye differences in intraocular pressure and in biomechanical parameters for both devices, the variations were small and thus unlikely to affect clinical outcomes.

PMID:37639554 | DOI:10.1097/OPX.0000000000002066

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Nevin Manimala Statistics

Estimating the epidemic reproduction number from temporally aggregated incidence data: A statistical modelling approach and software tool

PLoS Comput Biol. 2023 Aug 28;19(8):e1011439. doi: 10.1371/journal.pcbi.1011439. Online ahead of print.

ABSTRACT

The time-varying reproduction number (Rt) is an important measure of epidemic transmissibility that directly informs policy decisions and the optimisation of control measures. EpiEstim is a widely used opensource software tool that uses case incidence and the serial interval (SI, time between symptoms in a case and their infector) to estimate Rt in real-time. The incidence and the SI distribution must be provided at the same temporal resolution, which can limit the applicability of EpiEstim and other similar methods, e.g. for contexts where the time window of incidence reporting is longer than the mean SI. In the EpiEstim R package, we implement an expectation-maximisation algorithm to reconstruct daily incidence from temporally aggregated data, from which Rt can then be estimated. We assess the validity of our method using an extensive simulation study and apply it to COVID-19 and influenza data. For all datasets, the influence of intra-weekly variability in reported data was mitigated by using aggregated weekly data. Rt estimated on weekly sliding windows using incidence reconstructed from weekly data was strongly correlated with estimates from the original daily data. The simulation study revealed that Rt was well estimated in all scenarios and regardless of the temporal aggregation of the data. In the presence of weekend effects, Rt estimates from reconstructed data were more successful at recovering the true value of Rt than those obtained from reported daily data. These results show that this novel method allows Rt to be successfully recovered from aggregated data using a simple approach with very few data requirements. Additionally, by removing administrative noise when daily incidence data are reconstructed, the accuracy of Rt estimates can be improved.

PMID:37639484 | DOI:10.1371/journal.pcbi.1011439

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Nevin Manimala Statistics

Determinants and Outcomes for Neonatal Septicaemia at the Federal Medical Centre Bida, North Central Nigeria

West Afr J Med. 2023 Aug 28;40(8):792-798.

ABSTRACT

BACKGROUND: Neonatal septicaemia (NNS) occurs during the first 28 days of life and is characterized by systemic bacterial infection proven by blood culture. It is a leading cause of morbidity and mortality in neonates. Determinants of NNS vary between locations forming the basis for this study.

OBJECTIVE: To determine the prevalence and the predisposing factors to neonatal septicaemia among neonates admitted to the neonatal intensive care unit (NICU) of Federal Medical Centre, Bida (FMC Bida).

METHODS: This was a one-year prospective observational study, 167 neonates admitted to the neonatal intensive care unit (NICU) of FMC Bida, were selected by purposive sampling method to participate in the study from 13th May, 2015 to 30th April, 2016. A structured questionnaire was filled out by consenting parents and blood samples were collected for laboratory analysis. The data was analyzed using SPSS version 20 (2016). The data were summarized using frequency distributions, means, standard deviation, charts and tables while statistical significance was determined using the chisquare test and Fisher’s exact test at a 5% level of significance as well as Odd’s Ratio (OR) as appropriate.

RESULTS: Of the 167 neonates recruited, 97(58.1%) were males, 70(41.9%) were females and a male: female ratio of 1.4:1. Outborns were 100 (60%), inborns were 67(40%). Mean age was 4.3 ± 1.5 days and the mean weight of 2589 ± 743.9g. The overall prevalence of neonatal sepsis was 2.33% while the blood culture’s positive rate was 9.58%. Risk factors identified in the neonates in this study were prolonged rupture of membranes (PROM), chorioamnionitis, meconium-stained liquor, foul-smelling vaginal discharge, being an outborn, having a low birth weight, inability to cry at birth and prematurity but, PROM was the only risk factor significantly associated with septicaemia (OR 5.4; 95% CI 2.2-13.5) while Escherichia coli was the leading bacterial isolate.

CONCLUSION: In conclusion, prolonged rupture of membrane was mostly responsible for neonatal septicaemia in this study.

PMID:37639291

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Nevin Manimala Statistics

Machine Learning and Statistics in Clinical Research-Bridging the Gap

JAMA Pediatr. 2023 Aug 28. doi: 10.1001/jamapediatrics.2023.3257. Online ahead of print.

NO ABSTRACT

PMID:37639277 | DOI:10.1001/jamapediatrics.2023.3257

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Nevin Manimala Statistics

Separating Actionable From Incidental Findings-Imperative for Meaningful Clinical Outcomes-Reply

JAMA Intern Med. 2023 Aug 28. doi: 10.1001/jamainternmed.2023.4067. Online ahead of print.

NO ABSTRACT

PMID:37639256 | DOI:10.1001/jamainternmed.2023.4067

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Nevin Manimala Statistics

Estimation of Crystalline Lens Material Properties From Patient Accommodation Data and Finite Element Models

Invest Ophthalmol Vis Sci. 2023 Aug 1;64(11):31. doi: 10.1167/iovs.64.11.31.

ABSTRACT

PURPOSE: The mechanical properties of the crystalline lens are related to its optical function of accommodation, and their changes with age are one of the potential causes for presbyopia. We estimated the mechanical parameters of the crystalline lens using quantitative optical coherence tomography (OCT) imaging and wavefront sensing data from accommodating participants and computer modeling.

METHODS: Full-lens shape data (from quantitative swept-source OCT and eigenlens representation) and optical power data (from Hartmann-Shack wavefront sensor) were obtained from 11 participants (22-30 years old) for relaxed accommodation at infinity and -4.5 D accommodative demand. Finite element models of lens, capsular bag, zonulae, and ciliary body were constructed using measured lens geometry and literature data, assuming a 60-mN radial force. An inverse modeling scheme was used to determine the shear moduli of the nucleus and cortex of the lens, such that the simulated deformed (maximally stretched) lens matched the participant’s lens at -4.5 D.

RESULTS: The shear moduli of the nucleus and cortex were 1.62 ± 1.32 and 8.18 ± 5.63 kPa, on average, respectively. The shear modulus of the nucleus was lower than that of the cortex for all participants evaluated. The average of the two moduli per participant was statistically significantly correlated with age (R2 = 0.76, P = 0.0049).

CONCLUSIONS: In vivo imaging and mechanical modeling of the crystalline lens allow estimations of the crystalline lens’ mechanical properties. Differences between nuclear and cortical moduli and their dependency with age appear to be critical in accommodative function and likely in its impairment in presbyopia.

PMID:37639248 | DOI:10.1167/iovs.64.11.31

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Nevin Manimala Statistics

Audit of Preoperative Fasting for Elective General Surgeries in the Obafemi Awolowo University Teaching Hospitals Complex, Ile-Ife, Nigeria

West Afr J Med. 2023 Aug 28;40(8):786-791.

ABSTRACT

BACKGROUND: Despite overwhelming evidence in favour of a relaxed fasting protocol, the traditional practice of keeping patients nil per oral from midnight before the day of surgery for all elective operations still appears to hold sway in many practices.

METHODS: A prospective study to evaluate the pattern of preoperative fasting among patients undergoing elective general surgical operations in the Department of Surgery, Obafemi Awolowo University Teaching Hospitals Complex, Ile-Ife, Nigeria, was conducted between June and December 2020. Data obtained was analysed using the IBM SPSS Statistics for Windows, version 24, and presented as descriptive statistics in the form of frequencies and percentages.

RESULTS: The mean prescribed fasting duration was 11.2 ± 2.4 hours. The mean actual fasting duration of 17.6 ± 13.1 hours was significantly longer than the mean prescribed fasting duration (p= <0.001). Eighty-nine percent of patients fasted for >12 hours before their surgical operations. Bowel surgeries had the longest actual fasting duration of 34.9 ± 27.5 hours, while ventral hernia repairs and superficial mass excisions had the shortest duration of 13.5 ± 0.7 hours. Surgeries performed after noon had the longest actual fasting duration compared to those performed before noon (21.5 ± 18.7 hours vs. 15.6 ± 8.6 hours). Ninety percent of respondents reported hunger score of>4 while fasting.

CONCLUSION: Preoperative fasting duration in our surgical unit remains long and conventional. The potential implications of this practice on patients’ physiological status and surgical outcomes are strong enough to motivate a change.

PMID:37639237