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Nevin Manimala Statistics

Do Student Physical Therapists Have Grit? The Self-Perceived Effortful Persistence of Students in Doctor of Physical Therapy Programs

J Allied Health. 2023 Spring;52(1):44-50.

ABSTRACT

PURPOSE: The purposes of this study were to: 1) report levels of self-perceived grit among students in accredited Doctor of Physical Therapy (DPT) programs; 2) explore comparisons between grit and personal student factors; and 3) compare grit scores of DPT student to students in other healthcare professions.

METHODS: 1,524 enrolled students were surveyed from accredited DPT programs in the US in this cross-sectional research study. Surveys consisted of the 12-item Grit-O questionnaire and an additional questionnaire asking for a report of personal student factors. Non-parametric inferential statistics were conducted to compare Grit-O scores across categories of gender identity, age groups, year in school, race/ethnicity, and employment status of respondents. One-sample t-tests were used to compare DPT grit scores to those of students in other health professions previously reported in the literature.

RESULTS: DPT students from 68 programs responded to the surveys reporting mean grit score of 3.95 (± 0.45 SD) and median grit score of 4.00 (interquartile range [IQR] 3.75-4.25). Grit-O subscores in consistency of interest and perseverance of effort had median scores of 3.67 (IQR 3.17- 4.00) and 4.50 (IQR 4.17-4.67), respectively. Consistency of interest subscores were significantly greater in older students, and perseverance of effort subscores were statistically greater in African American respondents. In comparison to other studies, DPT grit scores were greater than nursing and pharmacy students and were comparable to medical students.

CONCLUSION: DPT students who responded to our surveys perceive themselves as possessing relatively high levels of grit, especially in perseverance of effort.

PMID:36892860

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Nevin Manimala Statistics

Technological Impacts on the Sphere of Professional Journals

J Allied Health. 2023 Spring;52(1):1.

ABSTRACT

Artificial intelligence (AI) technologies to help authors improve the preparation and quality of their manuscripts are increasing rapidly in number and sophistication, including tools to assist with writing, grammar, language, references, statistical analysis, and reporting standards. The release of ChatGPT, a new open source, natural language processing tool that is designed to simulate human conversation in response to prompts or questions, has prompted both excitement and concerns about potential misuse.

PMID:36892853

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Nevin Manimala Statistics

Benefits of Cardiac Rehabilitation in Cardio-Renal Patients With Heart Failure With Reduced Ejection Fraction

J Cardiopulm Rehabil Prev. 2023 Mar 10. doi: 10.1097/HCR.0000000000000781. Online ahead of print.

ABSTRACT

PURPOSE: Chronic kidney disease (CKD) is common in heart failure (HF). Chronic kidney disease often worsens the prognosis and impairs the management of patients with HF. Chronic kidney disease is frequently accompanied by sarcopenia, which limits the benefits of cardiac rehabilitation (CR). The aim of this study was to evaluate the impact of CR on cardiorespiratory fitness in HF patients with reduced ejection fraction (HFrEF) according to the CKD stage.

METHODS: We conducted a retrospective study including 567 consecutive patients with HFrEF, who underwent a 4-wk CR program, and who were evaluated by cardiorespiratory exercise test before and after the program. Patients were stratified according to their estimated glomerular filtration rate (eGFR). We performed multivariate analysis looking for factors associated with an improvement of 10% in peak oxygen uptake (V˙o2peak).

RESULTS: Thirty-eight percent of patients had eGFR <60 mL/min/1.73m². With decreasing eGFR, we observed deterioration in V˙o2peak, first ventilatory threshold (VT1) and workload and an increase in brain natriuretic peptide levels at baseline. After CR, there was an improvement in V˙O2peak (15.3 vs 17.8 mL/kg/min, P < .001), VT1 (10.5 vs 12.4 mL/kg/min, P < .001), workload (77 vs 94 W, P < .001), and brain natriuretic peptide (688 vs 488 pg/mL, P < .001). These improvements were statistically significant for all stages of CKD. In a multivariate analysis predicting factors associated with V˙o2peak improvement, renal function did not interfere with results.

CONCLUSIONS: Cardiac rehabilitation is beneficial in patients with HFrEF with CKD regardless of CKD stage. The presence of CKD should not prevent the prescription of CR in patients with HFrEF.

PMID:36892848 | DOI:10.1097/HCR.0000000000000781

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Nevin Manimala Statistics

Racial Misclassification, Discrimination, Consciousness, and Self-Rated Health Among Native Hawaiian and Pacific Islander Adults in the USA

J Racial Ethn Health Disparities. 2023 Mar 9. doi: 10.1007/s40615-023-01556-y. Online ahead of print.

ABSTRACT

BACKGROUND: Medical researchers have historically utilized the variable of race uncritically, rarely defining race, rarely acknowledging it as a social construct, and often omitting information about how it was measured. In this study, we use the following definition of race: “a system of structuring opportunity and assigning value based on the social interpretation of how one looks.” We examine the influence of racial misclassification, racial discrimination, and racial consciousness on the self-rated health of Native Hawaiian and Pacific Islanders (NHPI) living in the United States of America (USA).

METHODS: Our analysis used online survey data from a subgroup of NHPI adults living in the USA (n = 252) who were oversampled as part of a larger study of US adults (N = 2022). Respondents were recruited between September 7, 2021 and October 3, 2021, from an online opt-in panel of individuals across the USA. Statistical analyses include weighted and unweighted descriptive statistics for the sample, as well as a weighted logistic regression for poor/fair self-rated health.

RESULTS: Odds of poor/fair self-rated health were greater for women (OR = 2.72; 95% CI [1.19, 6.21]) and those who experienced racial misclassification (OR = 2.90; 95% CI [1.20, 7.05]). No other sociodemographic, healthcare, or race-related variables were significantly associated with self-rated health in the fully adjusted results.

CONCLUSIONS: Findings suggest that racial misclassification may be an important correlate of self-rated health among NHPI adults in the US context.

PMID:36892814 | DOI:10.1007/s40615-023-01556-y

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Nevin Manimala Statistics

Clinical characteristics and outcomes of community acquired-acute kidney injury

Int Urol Nephrol. 2023 Mar 9. doi: 10.1007/s11255-023-03533-0. Online ahead of print.

ABSTRACT

PURPOSE: Published works have reported the impact of a nephrologist intervention on outcomes for patients with hospital-acquired acute kidney injury (HA-AKI), however little is known about the clinical characteristics of patients with community-acquired acute kidney injury (CA-AKI) and the impact of nephrology interventions on outcomes in these patients.

METHODS: A retrospective study on all adult patients admitted to a large tertiary care hospital in 2019 who were identified to have CA-AKI were followed from hospital admission to discharge. Clinical characteristics and outcomes of these patients were analysed by receipt of nephrology consultation. Statistical analysis included descriptive, simple Chi-squared/Fischer Exact test, independent samples t-test/Mann-Whitney U test and logistic regression.

RESULTS: 182 patients fulfilled the study inclusion criteria. Mean age was 75 ± 14 years, 41% were female, 64% had stage 1 AKI on admission, 35% received nephrology input and 52% had achieved recovery of kidney function by discharge. Higher admission and discharge serum creatinine (SCr) (290.5 vs 159 and 173 vs 109 µmol/L respectively, p = < 0.001), and younger age (68 vs 79, p = < 0.001) were associated with nephrology consultations, whilst length of hospitalisation, mortality and rehospitalisation rates were not significantly different between the two groups. At least 65% were recorded to be on at least one nephrotoxic medication.

CONCLUSION: Our findings provide a snapshot of current practice where close to two-thirds of hospitalised patients with CA-AKI had a mild form of AKI that was associated with good clinical outcomes. While higher SCr on admission and younger age were predictors of receiving a nephrology consultation, nephrology consultations did not have any impact on outcomes.

PMID:36892813 | DOI:10.1007/s11255-023-03533-0

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Nevin Manimala Statistics

Detecting missing teeth on PMCT using statistical shape modeling

Forensic Sci Med Pathol. 2023 Mar 9. doi: 10.1007/s12024-023-00590-w. Online ahead of print.

ABSTRACT

The identification of teeth in 3D medical images can be a first step for victim identification from scant remains, for comparison of ante- and postmortem images or for other forensic investigations. We evaluate the performance of a tooth detection approach on mandibles with missing parts or pathologies based on statistical shape models. The proposed approach relies on a shape model that has been built from the full lower jaw, including the mandible and teeth. The model is fitted to the target, resulting in a reconstruction, in addition to a label map that indicates the presence or absence of teeth. We evaluate the accuracy of the proposed solution on a dataset consisting of 76 target mandibles, all extracted from CT images and exhibiting various cases of missing teeth or other cases, such as roots, implants, first dentition, and gap closure. We show an accuracy of approximately 90% on the front teeth (including incisors and canines in our study) that decreases for the molars due to high false-positive rates at the wisdom teeth level. Despite the drop in performance, the proposed approach can be used to obtain an estimate of the tooth count without wisdom teeth, tooth identification, reconstruction of the existing teeth to automate measurements taken as part of routine forensic procedures, or prediction of the missing teeth shape. In comparison to other approaches, our solution relies solely on shape information. This means it can be applied to cases obtained from either medical images or 3D scans because it does not depend on the imaging modality intensities. Another novelty is that the proposed solution avoids heuristics for the separation of teeth or for fitting individual tooth models. The solution is therefore not target-specific and can be directly applied to detect missing parts in other target organs using a shape model of the new target.

PMID:36892806 | DOI:10.1007/s12024-023-00590-w

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Nevin Manimala Statistics

Thermogenomic Analysis of Left-Handed Z-DNA Propensities in Genomes

Methods Mol Biol. 2023;2651:195-215. doi: 10.1007/978-1-0716-3084-6_14.

ABSTRACT

The initial discovery of left-handed Z-DNA was met with great excitement as a dramatic alternative to the right-handed double-helical conformation of canonical B-DNA. In this chapter, we describe the workings of the program ZHUNT as a computational approach to mapping Z-DNA in genomic sequences using a rigorous thermodynamic model for the transition between the two conformations (the B-Z transition). The discussion starts with a brief summary of the structural properties that differentiate Z- from B-DNA, focusing on those properties that are particularly relevant to the B-Z transition and the junction that splices a left- to right-handed DNA duplex. We then derive the statistical mechanics (SM) analysis of the zipper model that describes the cooperative B-Z transition and show that this analysis very accurately simulates this behavior of naturally occurring sequences that are induced to undergo the B-Z transition through negative supercoiling. A description of the ZHUNT algorithm and its validation are presented, followed by how the program had been applied for genomic and phylogenomic analyses in the past and how a user can access the online version of the program. Finally, we present a new version of ZHUNT (called mZHUNT) that has been parameterized to analyze sequences that contain 5-methylcytosine bases and compare the results of the ZHUNT and mZHUNT analyses on native and methylated yeast chromosome 1.

PMID:36892769 | DOI:10.1007/978-1-0716-3084-6_14

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Nevin Manimala Statistics

Candidemia in Brazilian neonatal intensive care units: risk factors, epidemiology, and antifungal resistance

Braz J Microbiol. 2023 Mar 9. doi: 10.1007/s42770-023-00943-1. Online ahead of print.

ABSTRACT

Candidemia is responsible for substantial morbidity and mortality in neonatal intensive care units and represents a challenge due to the complexity of hospitalized neonates, the deficiency in approved and precise diagnostic techniques, and the increasing number of species resistant to antifungal agents. Thus, the objective of this study was to detect candidemia among neonates evaluating the risk factors, epidemiology, and antifungal susceptibility. Blood samples were obtained from neonates with suspected septicemia, and the mycological diagnosis was based on yeast growth in culture. The fungal taxonomy was based on classic identification, automated system, and proteomic, when necessary molecular tools were used. The in vitro susceptibility tests were performed according to the broth microdilution method from Clinical and Laboratory Standards Institute. Statistical analysis was performed using the R software version R-4.2.2. The prevalence of neonatal candidemia was 10.97%. The major risk factors involved were previous use of parenteral nutrition, exposure to broad-spectrum antibiotics, prematurity, and prior use central venous catheter, but only this last was statistically associated with mortality risk. Species from Candida parapsilosis complex and C. albicans were the most frequent. All isolates were susceptible to amphotericin B, except C. haemulonii that also exhibited elevated MICs to fluconazole. C. parapsilosis complex and C. glabrata exhibit the highest MICs to echinocandins. Considering these data, we emphasize that an effective management strategy to reduce the impact of neonatal candidemia should involve the knowledge of risk factors, rapid and precise mycological diagnostic, and tests of antifungal susceptibility to help in the selection of an appropriate treatment.

PMID:36892755 | DOI:10.1007/s42770-023-00943-1

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Nevin Manimala Statistics

Impact of possible tardive dyskinesia on physical wellness and social functioning: results from the real-world RE-KINECT study

J Patient Rep Outcomes. 2023 Mar 9;7(1):21. doi: 10.1186/s41687-023-00551-5.

ABSTRACT

BACKGROUND: Tardive dyskinesia (TD) is a persistent and potentially disabling movement disorder associated with antipsychotic use. Data from RE-KINECT, a real-world study of antipsychotic-treated outpatients, were analyzed to assess the effects of possible TD on patient health and social functioning.

METHODS: Analyses were conducted in Cohort 1 (patients with no abnormal involuntary movements) and Cohort 2 (patients with possible TD per clinician judgment). Assessments included: EuroQoL’s EQ-5D-5L utility (health); Sheehan Disability Scale (SDS) total score (social functioning); patient- and clinician-rated severity of possible TD (“none”, “some”, “a lot”); and patient-rated impact of possible TD (“none”, “some”, “a lot”). Regression models were used to analyze the following: associations between higher (worse) severity/impact scores and lower (worse) EQ-5D-5L utility (indicated by negative regression coefficients); and associations between higher (worse) severity/impact scores and higher (worse) SDS total score (indicated by positive regression coefficients).

RESULTS: In Cohort 2 patients who were aware of their abnormal movements, patient-rated TD impact was highly and significantly associated with EQ-5D-5L utility (regression coefficient: – 0.023, P < 0.001) and SDS total score (1.027, P < 0.001). Patient-rated severity was also significantly associated with EQ-5D-5L utility (- 0.028, P < 0.05). Clinician-rated severity was moderately associated with both EQ-5D-5L and SDS, but these associations were not statistically significant.

CONCLUSIONS: Patients were consistent in evaluating the impacts of possible TD on their lives, whether based on subjective ratings (“none”, “some”, “a lot”) or standardized instruments (EQ-5D-5L, SDS). Clinician-rated severity of TD may not always correlate with patient perceptions of the significance of TD.

PMID:36892733 | DOI:10.1186/s41687-023-00551-5

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Nevin Manimala Statistics

Impact of body mass index on PROMIS outcomes following lumbar decompression

Acta Neurochir (Wien). 2023 Mar 9. doi: 10.1007/s00701-023-05534-5. Online ahead of print.

ABSTRACT

BACKGROUND: No studies have examined the impact of body mass index (BMI) on newer Patient-Reported Outcomes Measurement Information System (PROMIS) outcomes in patients undergoing lumbar decompression (LD).

METHODS: Patients undergoing LD with preoperative PROMIS measures were stratified into four cohorts: normal (18.5 ≤ BMI < 25 kg/m2), overweight (25 ≤ BMI < 30 kg/m2), obese I (30 ≤ BMI < 35 kg/m2), and obese II-III (BMI ≥ 35 kg/m2). Demographics, perioperative characteristics, and patient-reported outcomes (PROs) were obtained. PROs of PROMIS Physical Function (PROMIS-PF), PROMIS Anxiety (PROMIS-A), PROMIS Pain Interference (PROMIS-PI), PROMIS Sleep Disturbance (PROMIS-SD), Patient Health Questionnaire-9 (PHQ-9), Visual Analog Scale (VAS) Back Pain (VAS-BP), VAS Leg Pain (VAS-LP), and Oswestry Disability Index (ODI) were collected at preoperative and up to 2-year postoperative time points. Minimum clinically important difference (MCID) achievement was determined through comparison of previously established values. Comparison between cohorts were determined through inferential statistics.

RESULTS: A total of 473 patients were identified, with stratification of 125 patients in the normal cohort, 161 in the overweight cohort, 101 in the obese I cohort, and 87 in the obese II-III cohort. Mean postoperative follow-up time was 13.51 ± 8.72 months. Higher BMI patients had higher operative times, longer postoperative length of stay, and greater narcotic consumption (p ≤ 0.001, all). Patients with higher BMI (obese I, obese II-III) reported inferior preoperative PROMIS-PF, VAS-BP, and ODI scores (p ≤ 0.003, all). Postoperatively, obese I-III cohorts demonstrated inferior PROMIS-PF, PHQ-9, VAS-BP, and ODI scores at final follow-up (p ≤ 0.016, all). However, patients demonstrated similar postoperative changes and MCID achievement regardless of preoperative BMI.

CONCLUSION: Patients undergoing lumbar decompression demonstrated similar postoperative improvement in physical function, anxiety, pain interference, sleep disturbance, mental health, pain, and disability outcomes independent of preoperative BMI. However, obese patients reported worse physical function, mental health, back pain, and disability outcomes at final postoperative follow-up. Patients with greater BMI undergoing lumbar decompression demonstrate inferior postoperative clinical outcomes.

PMID:36892729 | DOI:10.1007/s00701-023-05534-5