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Nevin Manimala Statistics

The Impact of Surgeon Experience on Script Concordance Test Scoring

J Surg Res. 2021 May 5;265:265-271. doi: 10.1016/j.jss.2021.03.057. Online ahead of print.

ABSTRACT

OBJECTIVE: The Script Concordance Test (SCT) is a test of clinical decision-making that relies on an expert panel to create its scoring key. Existing literature demonstrates the value of specialty-specific experts, but the effect of experience among the expert panel is unknown. The purpose of this study was to explore the role of surgeon experience in SCT scoring.

DESIGN: An SCT was administered to 29 general surgery residents and 14 staff surgeons. Staff surgeons were stratified as either junior or senior experts based on years since completing residency training (<15 versus >25 years). The SCT was scored using the full expert panel, the senior panel, the junior panel, and a subgroup junior panel in practice <5 years. A one-way ANOVA was used to compare the scores of first (R1) and fifth (R5) year residents using each scoring scheme. Cognitive interviews were analyzed for differences between junior and senior expert panelist responses.

RESULTS: There was no statistically significant difference between the mean score of six R1s and five R5s using the full expert panel (R1 69.08 versus R5 67.06, F1,9 = 0.10, P = 0.76), the junior panel (R1 66.73 versus R5 62.50, F1,9 = 0.35, P = 0.57), or the subgroup panel in practice <5 years (R1 61.07 versus R5 58.79, F1,9 = 0.18, P = 0.75). However, the average score of R1s was significantly lower than R5s when using the senior faculty panel (R1 52.04 versus R5 63.26, F1,9 = 26.90, P = 0.001). Cognitive interview data suggests that some responses of junior experts demonstrate less confidence than those of senior experts.

CONCLUSIONS: SCT scores are significantly affected by the responses of the expert panel. Expert differences between first and fifth year residents were only demonstrated when using an expert panel consisting of senior faculty members. Confidence may play a role in the response selections of junior experts. When constructing an SCT expert panel, consideration must be given to the experience of panel members.

PMID:33964636 | DOI:10.1016/j.jss.2021.03.057

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Nevin Manimala Statistics

Iatrogenic Ureteral Injury and Prophylactic Stent Use in Veterans Undergoing Colorectal

J Surg Res. 2021 May 5;265:272-277. doi: 10.1016/j.jss.2021.03.054. Online ahead of print.

ABSTRACT

INTRODUCTION: Iatrogenic ureteral injury (IUI) is an uncommon complication in colorectal surgery. Prophylactic ureteral stenting (PUS) gained acceptance to aid in intraoperative identification of the ureter. Despite its use, the benefit of pus to avoid IUI remains debatable. We sought to analyze the rates of IUI after colorectal surgery in veterans and to compare the outcomes after PUS using a large matched cohort.

METHODS: The veterans affairs surgical quality improvement program database was queried for patients who underwent colorectal surgery from 2008-2015. To analyze the outcomes of PUS, we created two matched groups using propensity-score matching accounting for demographical and clinical cofactors to assess variable outcomes. Cross-tabulation was used to calculate rates of IUI and univariate and multivariate analyses were performed to evaluate risk factors associated with IUI.

RESULTS: 27,448 patients were identified and 458 underwent PUS placement (1.6%). The majority of procedures were performed electively and with an open approach. Mean age was 65 y, 96.3% were male, and colorectal cancer was the most common indication. 45 patients (0.2%) were diagnosed with IUI. IUI incidence was higher in female patients, after left-sided colorectal resection, and in those undergoing open procedures. After matching, PUS use was associated with longer length of stay and operative time and increased creatinine levels from baseline.

CONCLUSION: We demonstrated that the use of PUS is independently associated with increased operative time and change in creatinine levels. Although no IUI occurred in the PUS group, this finding was not statistically significant. The risk and/or benefit ratio of PUS should be considered for each individual case, with its selective use based on the presence of risk factors for IUI, such as female patients and left-sided resections.

PMID:33964637 | DOI:10.1016/j.jss.2021.03.054

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Nevin Manimala Statistics

Discordance in Appendicitis Grading and the Association with Outcomes: A Post-Hoc Analysis of an EAST Multicenter Study

J Surg Res. 2021 May 5;265:259-264. doi: 10.1016/j.jss.2021.02.048. Online ahead of print.

ABSTRACT

BACKGROUND: The American Association for the Surgery of Trauma (AAST) appendicitis severity grading criteria use independent subscales for radiologists (Rad), surgeons (Surg), and pathologists (Path). We reviewed the EAST Multicenter Study of the Treatment of Appendicitis in America: Acute, Perforated, and Gangrenous (MUSTANG) database to determine rates of discordance and clinical consequences of inaccuracy.

MATERIALS AND METHODS: A confusion matrix was constructed for pairs among Rad, Surg, and Path. Accuracy was reported using chronologically latest diagnosis as gold standard. “Concordance” (C) was achieved when both agreed on the severity grade and “Discordance”(D) when they disagreed. A composite endpoint(“COMP”= 30-d incidence of surgical site infection, abscess, wound complication, Clavien-Dindo complication, secondary intervention, ED[Emergency Department] visit, hospital readmission, and mortality) was compared between C versus D groups via χ2 test with Bonferroni correction to define statistical significance(P = 0.05/9 = 0.005).

RESULTS: For each pair and diagnosis, subjects were categorized as C or D and compared for the incidence of COMP. Incidence of COMP for Surg and/or Path in C versus D: 16% versus. 26% (p = 0.006, NS by Bonferroni) for acute (A), 39% versus 33% (p = 0.39) for gangrenous (G), and 48% versus 37% (p = 0.035, NS by Bonferroni) for perforated (P). For Rad and/or Path in C versus. D: 17% versus 42% (p < 0.001) for A, 27% versus 31% (p = 0.95) for G, and 56% versus 48% (p = 0.48) for P. For C versus D: 17% versus 40% (p < 0.001) for A, 36% versus 26% (p = 0.43) for G, and 51% versus 39% (p = 0.29) for P.

CONCLUSIONS: In appendicitis treated by appendectomy, surgeons are most accurate at diagnosing acute appendicitis and least accurate at diagnosing gangrenous. Radiologists are less accurate for all categories. When the surgeon is wrong, clinical outcomes are not significantly worse. However, when the radiologist is wrong about acute appendicitis, patients have worse clinical outcomes.

PMID:33964635 | DOI:10.1016/j.jss.2021.02.048

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Nevin Manimala Statistics

Maternal haemodynamics during labour epidural analgesia with and without adrenaline

Scand J Pain. 2021 May 10. doi: 10.1515/sjpain-2020-0176. Online ahead of print.

ABSTRACT

OBJECTIVES: Labour is one of the most painful experiences in a woman’s life. Epidural analgesia using low-concentration local anaesthetics and lipophilic opioids is the gold standard for pain relief during labour. Pregnancy in general, particularly labour, is associated with changes in maternal haemodynamic variables, such as cardiac output and heart rate, which increase and peak during uterine contractions. Adrenaline is added to labour epidural solutions to enhance efficacy by stimulating the α2-adrenoreceptor. The minimal effective concentration of adrenaline was found to be 2 μg mL-1 for postoperative analgesia. The addition of adrenaline may also produce vasoconstriction, limiting the absorption of fentanyl into the systemic circulation, thereby reducing foetal exposure. However, adrenaline may influence the haemodynamic fluctuations, possibly adding to the strain on the circulatory system. The aim of this study was to compare the haemodynamic changes after application of labour epidural analgesia with or without adrenaline 2 μg mL-1.

METHODS: This was a secondary analysis of a single-centre, randomised double-blind trial. Forty-one nulliparous women in labour requesting epidural analgesia were randomised to receive epidural solution of bupivacaine 1 mg mL-1, fentanyl 2 μg mL-1 with or without adrenaline 2 μg mL-1. The participants were monitored using a Nexfin CC continuous non-invasive blood pressure and cardiac output monitor. The primary outcomes were changes in peak systolic blood pressure and cardiac output during uterine contraction within 30 min after epidural activation. The effect of adrenaline was tested statistically using a linear mixed-effects model of the outcome variables’ dependency on time, adrenaline, and their interaction.

RESULTS: After excluding three patients due to poor data quality and two due to a malfunctioning epidural catheter, 36 patients (18 in each group) were analysed. The addition of adrenaline to the solution had no significant effect on the temporal changes in peak systolic blood pressure (p=0.26), peak cardiac output (0.84), or heart rate (p=0.91). Furthermore, no significant temporal changes in maternal haemodynamics (peak systolic blood pressure, p=0.54, peak cardiac output, p=0.59, or heart rate p=0.55) were associated with epidural analgesia during 30 min after epidural activation in both groups despite good analgesia.

CONCLUSIONS: The addition of 2 μg mL-1 adrenaline to the epidural solution is not likely to change maternal haemodynamics during labour.

PMID:33964196 | DOI:10.1515/sjpain-2020-0176

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Uterine contractile activity and fetal outcome in rats treated with vitamin C during late gestational variable stress exposure

J Complement Integr Med. 2021 May 10. doi: 10.1515/jcim-2020-0276. Online ahead of print.

ABSTRACT

OBJECTIVES: Stress responses vary throughout pregnancy and impact of late gestational variable stress (LGVS) with vitamin C supplementation on uterine contractility is barely explored. This study investigates fetal weight outcome and in-vitro uterine contractile responses to pharmacological agents during LGVS exposure.

METHODS: Twenty four nulliparous pregnant rats were divided into four groups of six. During gestation days 10-19, groups 1 & 2 received normal saline and vitamin C (10 mg/kg) respectively. Groups 3 and 4 were exposed to stress (sleep deprivation, predator exposure, immobility, rapid cage changes, noise, and foreign object) with group 4 concurrently supplemented with vitamin C (10 mg/kg). Serum cortisol, oxidative bio-markers, fetal weights and in-vitro contractile responses of excised uterine tissue to acetylcholine (Ach), oxytocin, calcium chloride (CaCl2), potassium chloride (KCl), diclofenac, and magnesium ions were determined.

RESULTS: Malondialdehyde activity and cortisol were significantly increased in variable stress only exposed group when compared with control and vitamin C supplemented groups. Fetal body weights, superoxide dismutase and catalase activity were significantly reduced in variable stress only exposed group. Significantly impaired contractile responses to Ach, CaCl2 & KCl in variable stress only exposed group were modulated in vitamin C supplemented groups. Impaired contractile response to oxytocin was however not reversed. Relaxation responses to diclofenac and magnesium ions were statistically unaltered across groups.

CONCLUSIONS: Impaired fetal weights and uterine contractile activity to Ach, CaCl2 and KCl during LGVS was modulated by vitamin C supplementation. Impaired oxytocin contractile activity was however unreversed.

PMID:33964203 | DOI:10.1515/jcim-2020-0276

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Nevin Manimala Statistics

Psychometric validation of the modified Naranjo algorithm used in homeopathy for chronic cases

J Complement Integr Med. 2021 May 10. doi: 10.1515/jcim-2020-0434. Online ahead of print.

ABSTRACT

OBJECTIVES: The modified Naranjo algorithm assesses the physician assigned cause-effect relationship for homeopathic medicines. It is being adopted in homeopathy researches, but not yet validated systematically. We intended to validate the modified Naranjo algorithm by examining its psychometric properties.

METHODS: An online survey sought agreement of 25 experts on the 10 items of the tool on 5-point agreement scale. Next, 285 responses from collected prospectively from chronic cases enrolled under the clinical verification program of the council in 2018 were subjected to testing of construct validity using exploratory principal component analysis (PCA). Confirmatory factor analysis (CFA; n=150) was performed to verify the goodness-of-fit of the model. Reliability was tested using internal consistency, test-retest reliability, and inter-rater reliability by kappa statistics.

RESULTS: Experts’ responses mean values were 4 or higher (i.e. responses were relevant) and standard deviations were less than 1 (i.e. less heterogeneous). In PCA using varimax, all the items loaded above the pre-specified value of 0.4 and identified 4 components explaining 64.1% of variation. The goodness-of -fit of the 4-component CFA model was acceptable (chi-square 89.253, p<0.001). Internal consistency (Cronbach’s alpha 0.7) was borderline; test-retest reliability was acceptable. Kappa statistics was moderate to fair, but poor for few of the items.

CONCLUSIONS: Statistical evaluations indicate that the modified Naranjo algorithm is useful, but needs improvement.

PMID:33964193 | DOI:10.1515/jcim-2020-0434

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The formulation and efficacy of topical Dorema ammoniacum in treating Melasma: a randomized double-blind, placebo-controlled trial

J Complement Integr Med. 2021 May 10. doi: 10.1515/jcim-2020-0191. Online ahead of print.

ABSTRACT

OBJECTIVES: An acquired melanin-related hyperpigmentation that occurs in sun exposure areas is Melasma which presents as gray-brown ridges and macules with prominent margins on the skin. The aim of this assay was to assess the formulation and efficacy of topical Dorema ammoniacum among Melasma patients.

METHODS: This study was a 30 days double-blind, randomized clinical trial in Melasma with a placebo group. The study was carried out on 49 patients with Melasma attending Haji Daii Nursing Center in Kermanshah, Iran. Optimized topical formulation of D. ammoniacum gum extract was prepared by evaluating the characteristics of different topical formulations of this plant. Mean Melasma severity index (MMASI) instrument was applied to assess the product effectiveness and to determine the skin stains. Patients were pursued to receive the treatment throughout the 30 days trial. This scaling was accomplished before the intervention and 30 days after the use of the herbal product. To analyze the quantitative variables, t-test and Mann-Whitney test were evaluated by SPSS 21 software, and p-value <0.05 was considered as the statistically significant.

RESULTS: The survey was performed on 40 female subjects (81.6%) and nine male subjects (18.4%) with the mean age of 32.18 ± 8.69. According to the results, the mean MSI in the drug group was significantly lower than before treatment and decreased from 86.98 ± 69.48 to 31.03 ± 32.62 (p-value <0.05).

CONCLUSIONS: In compliance with findings this survey revealed a positive effect of the cream formulation of D. ammoniacum extract on Melasma. As it was represented no side effects, this formulation is appropriate for the treatment of Melasma.

PMID:33964194 | DOI:10.1515/jcim-2020-0191

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Identification of common features within massage therapists’ professional identity

J Complement Integr Med. 2021 May 10. doi: 10.1515/jcim-2020-0368. Online ahead of print.

ABSTRACT

OBJECTIVES: In Ontario, Canada, MTs are regulated and have a common scope of practice. However, diverse practice settings and approaches to care create a need for MTs to articulate their professional identity. This study sought to answer, “what common features are foundational to the professional identity of MTs in Ontario?”

METHODS: This quantitative research study was a part of a larger exploratory sequential mixed methods study. An online questionnaire-based cross-sectional study was conducted based on previous qualitative findings. MTs in Ontario, who held an active certificate, were invited to participate. Data were analyzed using descriptive statistics.

RESULTS: The analysis revealed 17 common features that were endorsed by most respondents. Participants also reported thinking of themselves as healthcare professionals, rather than service providers, a feeling that was held across practice settings. Interesting and unexpected differences were noted in statements regarding the perception of MTs, areas of profession-specific knowledge, and the establishment of the therapeutic relationship.

CONCLUSIONS: This study furthers an understanding of MTs’ identity. Specifically, MTs consider themselves to be HCPs who are confident in their knowledge and abilities, especially their communication skills. They believe in providing individualized care and empowering their patients to take charge of their own health. Despite areas of overwhelming agreement, disagreement in endorsement was seen in areas such as MTs perception of their external image, use of evidence in practice, and the establishment of professional boundaries. These areas provide an opportunity for future research to continue to develop a body of knowledge regarding MTs professionalism and identity.

PMID:33964195 | DOI:10.1515/jcim-2020-0368

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Nevin Manimala Statistics

GSpace: an exact coalescence simulator of recombining genomes under isolation by distance

Bioinformatics. 2021 May 8:btab261. doi: 10.1093/bioinformatics/btab261. Online ahead of print.

ABSTRACT

MOTIVATION: Simulation-based inference can bypass the limitations of statistical methods based on analytical approximations, but software allowing simulation of structured population genetic data without the classical n-coalescent approximations (such as those following from assuming large population size) are scarce or slow.

RESULTS: We present GSpace, a simulator for genomic data, based on a generation-by-generation coalescence algorithm taking into account small population size, recombination, and isolation by distance.

AVAILABILITY: Freely available at site web INRAe (http://www1.montpellier.inra.fr/CBGP/software/gspace/download.html).

PMID:33964130 | DOI:10.1093/bioinformatics/btab261

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Nevin Manimala Statistics

Impact of Media-based Negative and Positive Age Stereotypes on Older Individuals’ Mental Health during the COVID-19 Pandemic

J Gerontol B Psychol Sci Soc Sci. 2021 May 8:gbab085. doi: 10.1093/geronb/gbab085. Online ahead of print.

ABSTRACT

OBJECTIVES: During the COVID-19 pandemic, stigmatization of older persons has increased in traditional and social media. It was unknown whether this negative messaging could be detrimental to the mental health of older individuals, and whether the relatively uncommon positive messaging about older individuals could benefit their mental health.

METHOD: To address these gaps, we designed age-stereotype interventions based on actual news stories that appeared during the pandemic, and divided them into negative and positive versions of what we term personified (i.e., person-based) and enumerative (i.e., number-based) age-stereotype messaging. The negative versions of the two types of messaging reflected the age stereotype of decline whereas the positive versions of the two types of messaging reflected the age stereotype of resilience.

RESULTS: As expected, the exposure of older individuals to the negative-age-stereotype-messaging interventions led to significantly worse mental health (more anxiety and less peacefulness), compared to a neutral condition; in contrast, the positive-age-stereotype-messaging interventions led to significantly better mental health (less anxiety and more peacefulness), compared to a neutral condition. The findings were equally strong for the personified and enumerative conditions. Also as expected, the interventions, which were self-irrelevant to the younger participants, did not significantly impact their mental health.

DISCUSSION: This is the first-known study to experimentally demonstrate that institutional ageism, and statistics that reflect stereotypes about older individuals, can impact mental health. The results demonstrate the need for media messaging aimed at empowering older individuals during the pandemic and beyond.

PMID:33964154 | DOI:10.1093/geronb/gbab085