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Nevin Manimala Statistics

Assessment of bone gain and neurosensory affection with the sandwich osteotomy technique for vertically deficient posterior mandible using a full digital workflow versus conventional protocol: A randomized split mouth study

Clin Implant Dent Relat Res. 2024 Mar 31. doi: 10.1111/cid.13324. Online ahead of print.

ABSTRACT

BACKGROUND: Using the sandwich osteotomy technique in the posterior mandible is delicate. This study aimed to assess the safety and the amount of bone gain using a full digital workflow versus the conventional procedure.

PATIENTS AND METHODS: This split mouth study included 10 patients with bilateral vertically deficient posterior mandible. One side received conventional sandwich interpositional bone grafting (control group), while the other side received the same protocol using two patient-specific guides. The first guide (cutting guide) was used to place the osteotomies safely and accurately according to the predetermined dimensions and locations, and the second guide was used to fix the mobilized bony segment, leaving the desired gap to be filled with a particulate xenogenic bone graft.

RESULTS: Full neurosensory recovery was documented at 2 months postoperative for all patients and bilaterally. After 4 months, there was a statistically significant difference in vertical bone gain between both groups (p = 0.001), measuring an average of 3.76 ± 0.72 mm in the study group and 2.69 ± 0.37 mm in the control group. No statistically significant difference was found between the planned vertical augmentation (3.85 ± 0.58 mm) and the obtained vertical bone gain (3.76 ± 0.72 mm) in the study group (p = 0.765) proving the accuracy of the guided procedure.

CONCLUSION: Computer-guided sandwich interpositional grafting is predictable regarding the execution of the osteotomies and the accuracy of fixation of the transport segment.

PMID:38556885 | DOI:10.1111/cid.13324

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Nevin Manimala Statistics

Agreement between a web collaborative dataset and an administrative dataset to assess the retail food environment in Mexico

BMC Public Health. 2024 Apr 1;24(1):930. doi: 10.1186/s12889-024-18410-3.

ABSTRACT

BACKGROUND: Latin American countries are often limited in the availability of food outlet data. There is a need to use online search engines that allow the identification of food outlets and assess their agreement with field observations. We aimed to assess the agreement in the density of food outlets provided by a web collaborative data (Google) against the density obtained from an administrative registry. We also determined whether the agreement differed by type of food outlet and by area-level socioeconomic deprivation.

METHODS: In this cross-sectional study, we analyzed 1,693 census tracts from the municipalities of Hermosillo, Leon, Oaxaca de Juarez, and Tlalpan. The Google service was used to develop a tool for the automatic acquisition of food outlet data. To assess agreement, we compared food outlet densities obtained with Google against those registered in the National Statistical Directory of Economic Units (DENUE). Continuous densities were assessed using Bland-Altman plots and concordance correlation coefficient (CCC), while agreement across tertiles of density was estimated using weighted kappa.

RESULTS: The CCC indicated a strong correlation between Google and DENUE in the overall sample (0.75); by food outlet, most of the correlations were from negligible (0.08) to moderate (0.58). The CCC showed a weaker correlation as deprivation increased. Weighted kappa indicated substantial agreement between Google and DENUE across all census tracts (0.64). By type of food outlet, the weighted kappa showed substantial agreement for restaurants (0.69) and specialty food stores (0.68); the agreement was moderate for convenience stores/small food retail stores (0.49) and fair for candy/ice cream stores (0.30). Weighted kappa indicated substantial agreement in low-deprivation areas (0.63); in very high-deprivation areas, the agreement was moderate (0.42).

CONCLUSIONS: Google could be useful in assessing fixed food outlet densities as a categorical indicator, especially for some establishments, like specialty food stores and restaurants. The data could also be informative of the availability of fixed food outlets, particularly in less deprived areas.

PMID:38556871 | DOI:10.1186/s12889-024-18410-3

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Nevin Manimala Statistics

Blood donation projections using hierarchical time series forecasting: the case of Zimbabwe’s national blood bank

BMC Public Health. 2024 Apr 1;24(1):928. doi: 10.1186/s12889-024-18185-7.

ABSTRACT

BACKGROUND: The discrepancy between blood supply and demand requires accurate forecasts of the blood supply at any blood bank. Accurate blood donation forecasting gives blood managers empirical evidence in blood inventory management. The study aims to model and predict blood donations in Zimbabwe using hierarchical time series. The modelling technique allows one to identify, say, a declining donor category, and in that way, the method offers feasible and targeted solutions for blood managers to work on.

METHODS: The monthly blood donation data covering the period 2007 to 2018, collected from the National Blood Service Zimbabwe (NBSZ) was used. The data was disaggregated by gender and blood groups types within each gender category. The model validation involved utilising actual blood donation data from 2019 and 2020. The model’s performance was evaluated through the Mean Absolute Percentage Error (MAPE), uncovering expected and notable discrepancies during the Covid-19 pandemic period only.

RESULTS: Blood group O had the highest monthly yield mean of 1507.85 and 1230.03 blood units for male and female donors, respectively. The top-down forecasting proportions (TDFP) under ARIMA, with a MAPE value of 11.30, was selected as the best approach and the model was then used to forecast future blood donations. The blood donation predictions for 2019 had a MAPE value of 14.80, suggesting alignment with previous years’ donations. However, starting in April 2020, the Covid-19 pandemic disrupted blood collection, leading to a significant decrease in blood donation and hence a decrease in model accuracy.

CONCLUSIONS: The gradual decrease in future blood donations exhibited by the predictions calls for blood authorities in Zimbabwe to develop interventions that encourage blood donor retention and regular donations. The impact of the Covid-19 pandemic distorted the blood donation patterns such that the developed model did not capture the significant drop in blood donations during the pandemic period. Other shocks such as, a surge in global pandemics and other disasters, will inevitably affect the blood donation system. Thus, forecasting future blood collections with a high degree of accuracy requires robust mathematical models which factor in, the impact of various shocks to the system, on short notice.

PMID:38556866 | DOI:10.1186/s12889-024-18185-7

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Nevin Manimala Statistics

Low revision rate throughout the adoption of the direct superior approach in primary total hip arthroplasty: an analysis based on 1551 total hip arthroplasties from the Dutch Arthroplasty Register

Hip Int. 2024 Mar 31:11207000241240065. doi: 10.1177/11207000241240065. Online ahead of print.

ABSTRACT

BACKGROUND: Recently, surgeons introduced a minimally invasive modification on the classic posterolateral approach (PLA) in total hip arthroplasty (THA): the direct superior approach (DSA). We investigated the association between surgeon’s experience and the risk of early revision of the DSA in primary THA, using data from the Dutch Arthroplasty Register (LROI).

METHODS: We retrieved all primary THAs performed using the DSA in 4 hospitals between 2016 and 2022 (n = 1551). Procedures were sorted in 5 groups using the date of operation and number of previous procedures per surgeon: 1-25; 26-50; 51-75; 76-100; >100. Subsequently, data from different surgeons were pooled together and the risk of revision was calculated via a multilevel time-to-event analysis.

RESULTS: The overall revision rate was 1.5% after a mean follow-up of 2 years. Patients from the 1-25 group had comparable risks of revision compared to patients in the >100 group (hazard ratio [HR] 1.0 [CI, 0.3-3.2]). The risk for patients in groups 26-50, 51-75 and 75-100 was also not statistically different from the >100 group (resp. HR 1.5 [CI, 0.5-5.0], 1.8 [CI, 0.5-6.4] and 0.5 [CI, 0.1-4.0]). Main reasons of revision were dislocation (0.5%) and infection (0.4%).

CONCLUSIONS: We did not identify an association between the surgeon’s experience and the early risk of revision for the DSA in primary THA in the Netherlands. The DSA seems safe in the early adoption phases with a low risk of revision due to dislocation and revision for all other causes.

PMID:38556811 | DOI:10.1177/11207000241240065

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Nevin Manimala Statistics

Marrow Fat-Cortical Bone Relationship in β-Thalassemia: A Study Using MRI

J Magn Reson Imaging. 2024 Mar 31. doi: 10.1002/jmri.29366. Online ahead of print.

ABSTRACT

BACKGROUND: Growing evidence suggests that marrow adipocytes play an active role in the regulation of bone metabolism and hematopoiesis. However, research on the relationship between bone and fat in the context of hematological diseases, particularly β-thalassemia, remains limited.

PURPOSE: To investigate the relationship between marrow fat and cortical bone thickness in β-thalassemia and to identify key determinants influencing these variables.

STUDY TYPE: Prospective.

SUBJECTS: Thirty-five subjects in four subject groups of increasing disease severity: 6 healthy control (25.0 ± 5.3 years, 2 male), 4 β-thalassemia minor, 13 intermedia, and 12 major (29.1 ± 6.4 years, 15 male).

FIELD STRENGTH/SEQUENCE: 3.0 T, 3D fast low angle shot sequence and T1-weighted turbo spin echo.

ASSESSMENT: Analyses on proton density fat fraction (PDFF) and R2* values in femur subregions (femoral head, greater trochanter, intertrochanteric, diaphysis, distal) and cortical thickness (CBI) of the subjects’ left femur. Clinical data such as age, sex, body mass index (BMI), and disease severity were also included.

STATISTICAL TESTS: One-way analysis of variance (ANOVA), mixed ANOVA, Pearson correlation and multiple regression. P-values <0.05 were considered significant.

RESULTS: Bone marrow PDFF significantly varied between the femur subregions, F(2.89,89.63) = 44.185 and disease severity, F(1,3) = 12.357. A significant interaction between subject groups and femur subregions on bone marrow PDFF was observed, F(8.67,89.63) = 3.723. Notably, a moderate positive correlation was observed between PDFF and CBI (r = 0.33-0.45). Multiple regression models for both PDFF (R2 = 0.476, F(13,151) = 10.547) and CBI (R2 = 0.477, F(13,151) = 10.580) were significant. Significant predictors for PDFF were disease severity (βTMi = 0.36, βTMa = 0.17), CBI (β = 0.24), R2* (β = -0.32), and height (β = -0.29) while for CBI, the significant determinants were sex (β = -0.27), BMI (β = 0.55), disease severity (βTMi = 2.15), and PDFF (β = 0.25).

DATA CONCLUSION: This study revealed a positive correlation between bone marrow fat fraction and cortical bone thickness in β-thalassemia with varying disease severity, potentially indicating a complex interplay between bone health and marrow composition.

EVIDENCE LEVEL: 2 TECHNICAL EFFICACY: Stage 3.

PMID:38556790 | DOI:10.1002/jmri.29366

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Nevin Manimala Statistics

Factors impacting nursing assistants to accept a delegation in the acute care settings: A mixed method study

J Clin Nurs. 2024 Mar 31. doi: 10.1111/jocn.17127. Online ahead of print.

ABSTRACT

AIMS: To investigate the experience of nursing assistants being delegated nursing tasks by registered nurses.

DESIGN: Mixed method explanatory sequential design.

METHODS: A total of 79 nursing assistants working in an acute hospital in Australia completed surveys that aimed to identify their experience of working with nurses and the activities they were delegated. The survey data were analysed using descriptive statistics. Interviews with 11 nursing assistants were conducted and analysed using Braun and Clarke’s thematic analysis. Results were triangulated to provide a richer understanding of the phenomena.

RESULTS: Most nursing assistants felt supported completing delegated care activities. However, there was confusion around their scope of practice, some felt overworked and believed that they did not have the right to refuse a delegation. Factors impacting the nursing assistant’s decision to accept a delegation included the attitude of the nurses, wanting to be part of the team and the culture of the ward. Nursing assistants who were studying to be nurses felt more supported than those who were not.

CONCLUSIONS: Delegation is a two-way relationship and both parties need to be cognisant of their roles and responsibilities to ensure safe and effective nursing care is provided. Incorrectly accepting or refusing delegated activities may impact patient safety.

IMPLICATIONS FOR THE PROFESSION AND/OR PATIENT CARE: Highlights the need for implementing strategies to support safe delegation practices between the registered and unregulated workforce to promote patient safety.

IMPACT: Describes the experiences of nursing assistants working in the acute care environment when accepting delegated care from nurses. Reports a range of factors that inhibit or facilitate effective delegation practices between nurses and nursing assistants. Provides evidence to support the need for stronger education and policy development regarding delegation practices between nurses and unregulated staff.

REPORTING METHOD: Complied with the APA Style JARS-MIXED reporting criteria for mixed method research.

PATIENT OR PUBLIC CONTRIBUTION: No patient or public contribution.

PMID:38556781 | DOI:10.1111/jocn.17127

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Causal mediation analysis with mediator values below an assay limit

Stat Med. 2024 Mar 31. doi: 10.1002/sim.10065. Online ahead of print.

ABSTRACT

Causal indirect and direct effects provide an interpretable method for decomposing the total effect of an exposure on an outcome into the indirect effect through a mediator and the direct effect through all other pathways. A natural choice for a mediator in a randomized clinical trial is the treatment’s targeted biomarker. However, when the mediator is a biomarker, values can be subject to an assay lower limit. The mediator is affected by the treatment and is a putative cause of the outcome, so the assay lower limit presents a compounded problem in mediation analysis. We propose two approaches to estimate indirect and direct effects with a mediator subject to an assay limit: (1) extrapolation and (2) numerical optimization and integration of the observed likelihood. Since these estimation methods solely rely on the so-called Mediation Formula, they apply to most approaches to causal mediation analysis: natural, separable, and organic indirect, and direct effects. A simulation study compares the two estimation approaches to imputing with half the assay limit. Using HIV interruption study data from the AIDS Clinical Trials Group described in Li et al 2016, AIDS; Lok and Bosch 2021, Epidemiology, we illustrate our methods by estimating the organic/pure indirect effect of a hypothetical HIV curative treatment on viral suppression mediated by two HIV persistence measures: cell-associated HIV-RNA and single-copy plasma HIV-RNA.

PMID:38556761 | DOI:10.1002/sim.10065

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Nevin Manimala Statistics

Evaluation of a pathway to address take own leave events for First Nations peoples presenting for emergency care: The Deadly RED project

Emerg Med Australas. 2024 Mar 31. doi: 10.1111/1742-6723.14397. Online ahead of print.

ABSTRACT

OBJECTIVE: The ‘Deadly RED’ project primarily aimed to improve culturally competent care to reduce the number of First Nations patients presenting to a Queensland ED who ‘Take own leave’ (TOL). The secondary aim was to evaluate the implementation project.

METHODS: A pre/post-test quasi experimental study design using mixed methods was co-designed with adherence to Indigenous research considerations. Quantitative analysis of First Nations presentations before and after Deadly RED implementation was performed using SPSS. Qualitative analysis of transcribed research yarns in NVIVO was coded and themed for analysis. Staff experiences and perspectives were collated using electronically distributed surveys and process audits were performed.

RESULTS: A total of 1096 First Nations presentations June to August 2021 and 1167 in the matched 2022 post-implementation period were analysed. Significantly more patients were recorded as TOL post-implementation (13.0% pre vs 21.3% post) and representations rates were unchanged. Forty-six staff surveyed identified improvements in all parameters including cultural appropriateness and quality of care. Qualitative analysis of 85 research yarns revealed themes migrated to increasingly acceptable, accessible, and usable care. Notably, 45% of the First Nation’s patients recorded as TOL self-reported that their treatment was complete. The study was feasible as 80% of packs distributed and 73% follow-up screening after TOL.

CONCLUSIONS: The Deadly RED evaluation revealed significant discrepancies in the reported data points of TOL and the ‘story’ of the First Nations persons experience of appropriate and completed care. Staff awareness and cultural capability improved significantly, and yarning allowed knowledge translation and improvements in communication which contributed to a better healthcare experience for First Nations patients attending our ED.

PMID:38556708 | DOI:10.1111/1742-6723.14397

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Nevin Manimala Statistics

Replacing the Scalpel With a Computer Mouse: An Evaluation of Time Spent on Electronic Health Record for Plastic Surgery Residents and Its Impact on Resident Training

Ann Plast Surg. 2024 Apr 1;92(4S Suppl 2):S271-S274. doi: 10.1097/SAP.0000000000003863.

ABSTRACT

BACKGROUND: Following the integration of the electronic health record (EHR) into the healthcare system, concern has grown regarding EHR use on physician well-being. For surgical residents, time spent on the EHR increases the burden of a demanding, hourly restricted schedule and detracts from time spent honing surgical skills. To better characterize these burdens, we sought to describe EHR utilization patterns for plastic surgery residents.

METHODS: Integrated plastic surgery resident EHR utilization from March 2019 to March 2020 was extracted via Cerner Analytics at a tertiary academic medical center. Time spent in the EHR on-duty (0600-1759) and off-duty (1800-0559) in the form of chart review, orders, documentation, and patient discovery was analyzed. Statistical analysis was performed in the form of independent t tests and Analysis of Variance (ANOVA).

RESULTS: Twelve plastic surgery residents spent a daily average of 94 ± 84 minutes on the EHR, one-third of which was spent off-duty. Juniors (postgraduate years 1-3) spent 123 ± 99 minutes versus seniors (postgraduate years 4-6) who spent 61 ± 49 minutes (P < 0.01). Seniors spent 19% of time on the EHR off-duty, compared with 37% for juniors (P < 0.01). Chart review comprised the majority (42%) of EHR usage, followed by patient discovery (22%), orders (14%), documentation (12%), other (6%), and messaging (1%). Seniors spent more time on patient discovery (25% vs 21%, P < 0.001), while juniors spent more time performing chart review (48% vs 36%, P = 0.19).

CONCLUSION: Integrated plastic surgery residents average 1.5 hours on the EHR daily. Junior residents spend 1 hour more per day on the EHR, including more time off-duty and more time performing chart review. These added hours may play a role in duty hour violations and detract from obtaining operative skill sets.

PMID:38556688 | DOI:10.1097/SAP.0000000000003863

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Alternative Lymphatic Drainage Pathways in the Trunk Following Oncologic Therapy

Ann Plast Surg. 2024 Apr 1;92(4S Suppl 2):S258-S261. doi: 10.1097/SAP.0000000000003861.

ABSTRACT

BACKGROUND: Anatomic and functional descriptions of trunk and breast lymphedema following breast cancer treatment are emerging as indicators of lymphatic dysfunction. Indocyanine green-lymphangiography has been instrumental in characterizing this dysfunction in the extremity and can be applied to other regions. Previous work has established a validated Pittsburgh Trunk Lymphedema Staging System to characterize such affected areas. This study aims to identify risk and protective factors for the development of truncal and upper extremity lymphedema using alternative lymphatic drainage, providing implications for medical and surgical treatment.

METHODS: Patients undergoing revisional breast surgery with suspicion of upper extremity lymphedema between 12/2014 and 3/2020 were offered lymphangiography. The breast and lateral/anterior trunks were visualized and blindly evaluated for axillary and inguinal lymphatic flow. A linear-weighted Cohen’s kappa statistic was calculated comparing alternative drainage evaluation. Binomial regression was used to compute relative risks (RRs). Significance was assessed at alpha = 0.05.

RESULTS: Eighty-six sides (46 patients) were included. Twelve sides underwent no treatment and were considered controls. Eighty-eight percent of the noncontrols had alternative lymphatic flow to the ipsilateral axillae (64%), ipsilateral groins (57%), contralateral axillae (20.3%), and contralateral groins (9.3%). Cohen’s kappa for alternative drainage was 0.631 ± 0.043. Ipsilateral axillary and contralateral inguinal drainage were associated with reduced risk of developing truncal lymphedema [RR 0.78, confidence interval (CI) 0.63-0.97, P = 0.04; RR 0.32, CI 0.13-0.79, P = 0.01, respectively]. Radiation therapy increased risk of truncal and upper extremity lymphedema (RR 3.69, CI 0.96-14.15, P = 0.02; RR 1.92, CI 1.09-3.39, P = 0.03, respectively). Contralateral axillary drainage and axillary lymph node dissection were associated with increased risk of upper extremity lymphedema (RR 4.25, CI 1.09-16.61, P = 0.01; RR 2.83, CI 1.23-6.52, P = 0.01, respectively).

CONCLUSIONS: Building upon previous work, this study shows risk and protective factors for the development of truncal and upper extremity lymphedema. Most prevalent alternative channels drain to the ipsilateral axilla and groin. Ipsilateral axillary and contralateral inguinal drainage were associated with reduced risk of truncal lymphedema. Patients with radiation, axillary dissection, and contralateral axillary drainage were associated with increased risk of upper extremity lymphedema. These findings have important clinical implications for postoperative manual lymphatic drainage and for determining eligibility for lymphovenous bypass surgery.

PMID:38556685 | DOI:10.1097/SAP.0000000000003861