10 research outputs found

    Missing Value Estimation in a Nested-Factorial Design with Three Factors

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    When faced with unbalanced data, it is often necessary to estimate the necessary missingvalues before the application of the analysis of variance technique. Previous studies have shownthat dierent designs require dierent missing value estimators. With the introduction of somerelatively new statistical designs, it has become expedient to derive missing value estimatorsfor such designs. In this study, least squares estimators of missing values in a three-factornested-factorial design are derived. Properties of the estimators are equally determined. Anumerical example is given to show the application of the theoretical results obtained in thispaper. Our empirical results establish the appropriateness of the missing value estimationmethod presented in this study

    Translation and psychometric assessment of the mastectomy module of the BREAST-Q questionnaire for use in Nigeria

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    Background: The majority of non-metastatic breast cancer patients in sub-Saharan Africa are recommended to have mastectomy. The impact of mastectomy on a predominantly young African patient population requires evaluation. The BREAST-Q is a validated patient-reported outcome measure of quality-of-life following breast surgery that has been translated into 30 languages-none in Africa. This study aimed to translate and assess the psychometric properties of the mastectomy module of the BREAST-Q for use in Nigeria. Methods: The BREAST-Q mastectomy module was translated from English to Yoruba and its psychometric properties assessed using best practice guidelines. Translation was performed in 4 steps: forward translation (x2), back translation, back translation review, and cognitive interviews with post-mastectomy patients. The translated BREAST-Q instrument was administered to post-mastectomy patients (n = 21) alongside the EORTC-QLQ BR23 to evaluate construct validity. Test-retest reliability was evaluated using intraclass correlation coefficients (ICC); surveys were re-administered 4 weeks apart. Results: The translation process identified English phrases not amenable to direct translation, including “emotionally healthy” and descriptions of pain (“nagging,” “throbbing,” “sharp”). Translations were amended to reflect local context and question intent. During cognitive interviews, patients provided suggestions to simplify complex phrases, e.g. “discomfort in your breast area.”. Internal consistency within scales was over 0.70 for psychosocial wellbeing (α = 0.84–0.87), sexual wellbeing (α = 0.98–0.99), physical wellbeing in chest (α = 0.84–0.86), and satisfaction with care (α = 0.89–0.93). ICC for test-retest reliability was moderate (0.46–0.63). Conclusions: The Yoruba version of the BREAST-Q mastectomy module presents a unique opportunity to adequately capture the experiences of Nigerian women post mastectomy. This instrument is being used in a pilot study of Nigerian patients to identify targets for intervention to improve the patient experience and compliance with breast cancer surgery

    Reducing the environmental impact of surgery on a global scale: systematic review and co-prioritization with healthcare workers in 132 countries

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    Abstract Background Healthcare cannot achieve net-zero carbon without addressing operating theatres. The aim of this study was to prioritize feasible interventions to reduce the environmental impact of operating theatres. Methods This study adopted a four-phase Delphi consensus co-prioritization methodology. In phase 1, a systematic review of published interventions and global consultation of perioperative healthcare professionals were used to longlist interventions. In phase 2, iterative thematic analysis consolidated comparable interventions into a shortlist. In phase 3, the shortlist was co-prioritized based on patient and clinician views on acceptability, feasibility, and safety. In phase 4, ranked lists of interventions were presented by their relevance to high-income countries and low–middle-income countries. Results In phase 1, 43 interventions were identified, which had low uptake in practice according to 3042 professionals globally. In phase 2, a shortlist of 15 intervention domains was generated. In phase 3, interventions were deemed acceptable for more than 90 per cent of patients except for reducing general anaesthesia (84 per cent) and re-sterilization of ‘single-use’ consumables (86 per cent). In phase 4, the top three shortlisted interventions for high-income countries were: introducing recycling; reducing use of anaesthetic gases; and appropriate clinical waste processing. In phase 4, the top three shortlisted interventions for low–middle-income countries were: introducing reusable surgical devices; reducing use of consumables; and reducing the use of general anaesthesia. Conclusion This is a step toward environmentally sustainable operating environments with actionable interventions applicable to both high– and low–middle–income countries

    Functional and Nutritional Properties of Various Flour Blends of Arrowroot Starch and wheat Flour

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    Flour blends of arrowroot starch and wheat flour were developed in the ratios of 100:0, 0:100, 10:90, 20:80, 30:70, 40:60, 50:50, and 60:40. These flour blends were investigated for their functional and nutritional properties to determine their potentials for utilizations in a variety of wheat flour-based products. The range of values of the results obtained were for: bulk density (0.37 – 0.91 g/cm3), foaming capacity (21.20 – 82.00%), foaming stability (20.80 – 80.00%), emulsion capacity (18.27 – 54.85 %), emulsion stability (12.39 – 60.29%), water absorption capacity (101.41 - 106.77%), oil absorption capacity (94.70 – 107.80%), least gelation capacity (6.00 – 10.00%), protein (6.5 – 11.28%), ash (1.37 – 3.60%), moisture (4.30 – 10.50%), fat (1.63 – 4.60%), crude fibre (2.60 – 4.20%), carbohydrate (69.70 – 78.81%), vitamin C (0.70 – 2.80 mg/100g), vitamin A (0.00 – 0.66 mg/100g), zinc (1.6 – 3.3 mg/100g), iron (0.3 – 1.2 mg/100g), copper (2.6 – 5.0 mg/100g), sodium (10.4 – 43.0 mg/100g), potassium (16.2 – 74.6 mg/100g), calcium (5.2 – 33.2 mg/100g), magnesium (4.9 – 13.6 mg/100g) and phosphorus (45.0 – 317 mg/100g). Bulk density, foaming capacity, foaming stability, emulsion capacity, emulsion stability and least gelation capacity of the flour blends decreased as the incorporation of arrowroot starch increased, while the water absorption capacity of the flour blends increased as the concentration of the arrowroot starch increased. Protein, carbohydrate, vitamin C, vitamin A, sodium, potassium, calcium, magnesium and phosphorus contents of the flour blends decreased as the substitution with arrowroot starch increased; whereas ash, moisture, fat, crude fibre, zinc, iron and copper contents increased with increased substitution. These results obtained highlighted the potentials of arrowroot starch in substituting wheat flour in wheat flour based products

    Health effects associated with chewing tobacco: a Burden of Proof study

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    Abstract Chewing tobacco use poses serious health risks; yet it has not received as much attention as other tobacco-related products. This study synthesizes existing evidence regarding the health impacts of chewing tobacco while accounting for various sources of uncertainty. We conducted a systematic review and meta-analysis of chewing tobacco and seven health outcomes, drawing on 103 studies published from 1970 to 2023. We use a Burden of Proof meta-analysis to generate conservative risk estimates and find weak-to-moderate evidence that tobacco chewers have an increased risk of stroke, lip and oral cavity cancer, esophageal cancer, nasopharynx cancer, other pharynx cancer, and laryngeal cancer. We additionally find insufficient evidence of an association between chewing tobacco and ischemic heart disease. Our findings highlight a need for policy makers, researchers, and communities at risk to devote greater attention to chewing tobacco by both advancing tobacco control efforts and investing in strengthening the existing evidence base

    Effects of pre-operative isolation on postoperative pulmonary complications after elective surgery: an international prospective cohort study

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    Evaluation of a quality improvement intervention to reduce anastomotic leak following right colectomy (EAGLE): pragmatic, batched stepped-wedge, cluster-randomized trial in 64 countries

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    Evaluation of a quality improvement intervention to reduce anastomotic leak following right colectomy (EAGLE): pragmatic, batched stepped-wedge, cluster-randomized trial in 64 countries

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    Background Anastomotic leak affects 8 per cent of patients after right colectomy with a 10-fold increased risk of postoperative death. The EAGLE study aimed to develop and test whether an international, standardized quality improvement intervention could reduce anastomotic leaks. Methods The internationally intended protocol, iteratively co-developed by a multistage Delphi process, comprised an online educational module introducing risk stratification, an intraoperative checklist, and harmonized surgical techniques. Clusters (hospital teams) were randomized to one of three arms with varied sequences of intervention/data collection by a derived stepped-wedge batch design (at least 18 hospital teams per batch). Patients were blinded to the study allocation. Low- and middle-income country enrolment was encouraged. The primary outcome (assessed by intention to treat) was anastomotic leak rate, and subgroup analyses by module completion (at least 80 per cent of surgeons, high engagement; less than 50 per cent, low engagement) were preplanned. Results A total 355 hospital teams registered, with 332 from 64 countries (39.2 per cent low and middle income) included in the final analysis. The online modules were completed by half of the surgeons (2143 of 4411). The primary analysis included 3039 of the 3268 patients recruited (206 patients had no anastomosis and 23 were lost to follow-up), with anastomotic leaks arising before and after the intervention in 10.1 and 9.6 per cent respectively (adjusted OR 0.87, 95 per cent c.i. 0.59 to 1.30; P = 0.498). The proportion of surgeons completing the educational modules was an influence: the leak rate decreased from 12.2 per cent (61 of 500) before intervention to 5.1 per cent (24 of 473) after intervention in high-engagement centres (adjusted OR 0.36, 0.20 to 0.64; P < 0.001), but this was not observed in low-engagement hospitals (8.3 per cent (59 of 714) and 13.8 per cent (61 of 443) respectively; adjusted OR 2.09, 1.31 to 3.31). Conclusion Completion of globally available digital training by engaged teams can alter anastomotic leak rates. Registration number: NCT04270721 (http://www.clinicaltrials.gov)
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