multivariate risk
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2021 ◽  
Vol 0 (0) ◽  
Author(s):  
Zachary Feinstein ◽  
Birgit Rudloff

Abstract In this paper we present results on dynamic multivariate scalar risk measures, which arise in markets with transaction costs and systemic risk. Dual representations of such risk measures are presented. These are then used to obtain the main results of this paper on time consistency; namely, an equivalent recursive formulation of multivariate scalar risk measures to multiportfolio time consistency. We are motivated to study time consistency of multivariate scalar risk measures as the superhedging risk measure in markets with transaction costs (with a single eligible asset) (Jouini and Kallal (1995), Löhne and Rudloff (2014), Roux and Zastawniak (2016)) does not satisfy the usual scalar concept of time consistency. In fact, as demonstrated in (Feinstein and Rudloff (2021)), scalar risk measures with the same scalarization weight at all times would not be time consistent in general. The deduced recursive relation for the scalarizations of multiportfolio time consistent set-valued risk measures provided in this paper requires consideration of the entire family of scalarizations. In this way we develop a direct notion of a “moving scalarization” for scalar time consistency that corroborates recent research on scalarizations of dynamic multi-objective problems (Karnam, Ma and Zhang (2017), Kováčová and Rudloff (2021)).


2021 ◽  
Author(s):  
Arthur E. Attema ◽  
Jona J. Frasch ◽  
Olivier L’Haridon

Author(s):  
T. Beck ◽  
A.J. Sloane ◽  
D.L. Carola ◽  
D. McElwee ◽  
C. Edwards ◽  
...  

BACKGROUND: There are three different approaches set forth by the Committee on the Fetus and Newborn (COFN) for managing asymptomatic neonates born to mothers with inadequate intrapartum antibiotic prophylaxis (IAP) for early-onset Group B Strep (GBS) infection. The first approach is that of categorical risk factor assessments, and recommends that asymptomatic infants born to afebrile mothers with inadequate IAP for GBS be monitored with clinical observation for 36–48 hours. The second approach recommends serial physical examinations and vital signs for 36–48 hours to closely monitor changes in clinical condition for all patients. The Kaiser Permanente EOS risk calculator (SRC) is an example of the third approach, a multivariate risk assessment, and it takes into consideration several perinatal risk factors. This multivariate risk assessment then provides recommendations for reassessment and management based on presume risk of the infant developing or having Early Onset Sepsis (EOS). The aim of our study was to compare these three recently published recommendations from the COFN for the management of asymptomatic neonates born to afebrile mothers with inadequate IAP for GBS. STUDY DESIGN: This is a retrospective study of asymptomatic neonates with gestational age ≥35 weeks born to afebrile mothers with indicated inadequate IAP for GBS between April 2017 and July 2020. Management recommendations of the SRC were compared to the recommendations of categorical risk assessment and risk assessment based on clinical condition. RESULTS: A total of 7,396 infants were born during the study period, 394 (5.3%. to mothers with inadequate IAP. Recommendations for these infants according to both the categorical risk factor guideline and the clinical condition guideline include extended, close observation. However, the SRC recommended routine newborn care for 99.7%.f these infants. None of the infants developed EOS. CONCLUSION: The SRC recommend routine neonatal care without enhanced and prolonged observation for nearly all asymptomatic infants born to afebrile mothers with inadequate IAP. As none of the infants in this cohort had EOS, further studies in a larger cohort are needed to establish the safety of SRC in neonates born to mothers with inadequate IAP.


2021 ◽  
pp. 111-126
Author(s):  
Arfaa Feezanul Islam ◽  
Salemun Bahar ◽  
Nadim Reza Khandaker

Bangladesh is a developing country with one of the world’s densest populations, and thus, is very vulnerable to the impacts of the COVID-19 pandemic. Bangladesh has found it challenging to contain the transmission of SARS-CoV-2, leading to a high number of COVID-19 cases. The dominant avenue of SARS-CoV-2 transmission is through airborne droplets. We have attempted to compare the probability of SARS-CoV-2 transmission in different scenarios and situations, with a view to proposing mitigations to reduce this risk in the context of the country. A multivariate approach was taken, whereby a number of physical and environmental parameters were considered. Based on the Wells-Riley model, we have integrated several different equations into the original, developing a modified model that takes into account the factors of distancing, ventilation and the decay of airborne particles. The modified model was run on a number of different scenarios and situations. From the results, a distance risk matrix was developed, which indicates the relative risk of transmission someone faces at a distance from an infectious person compared to the risk being at some other distance. Additionally, it was found that environments with strong sunlight exposure and high temperature and humidity have greatly reduced transmission risk, as the airborne deactivation of virus particles is accelerated. Proper ventilation in indoor situations also greatly reduces this risk. The results of the study are used to suggest a number of mitigation methods that can be adapted as policy or guidelines.


2021 ◽  
Vol 16 (1) ◽  
Author(s):  
Dawei Liang ◽  
Jia Pei ◽  
Leilei Zhang ◽  
Haonan Ling ◽  
Youwen Liu ◽  
...  

Abstract Background This study aimed to evaluate the clinical efficacy of femoral head and neck fenestration combined with autologous bone mixed with β-tricalcium phosphate porous bioceramic bone (light bulb procedure) through Orthopdische Chirurgie München approach (OCM approach) for pre-collapse non-traumatic osteonecrosis of the femoral head(ONFH). Methods The clinical data of 47 patients (47 hips) with ONFH were retrospectively reviewed. The Harris hip score (HHS) was used to evaluate the clinical outcomes. Imaging was assessed by X-ray. Clinical failure was defined as postoperative total hip arthroplasty (THA) or the HHS was poor (< 70). The Kaplan–Meier survival curve was used to conduct a univariate analysis of risk factors. The analysis factors included gender, age, International Association Research Circulation Osseous (ARCO) stage, etiology, body mass index (BMI), 25-hydroxyvitamin D (25(OH)D), and type I collagen carboxy-terminal peptide (CTX). The COX multivariate risk model was used to analyze the risk factors. Results All the 47 hips were followed up for 24–58 months, with an average of 45 months. The Harris score (76.29 ± 10.38) at the last follow-up was significantly higher than the preoperative HHS (64.45 ± 2.93) (P < 0.05). The postoperative HHS was excellent with a success rate of 36.17%. Postoperative imaging evaluation showed that 9 hips improved, 28 hips stabilized, and 10 hips progressed. Moreover, 17 out of 47 hips were defined as a postoperative clinical failure and the success rate was 63.83%. 25(OH)D and preoperative ARCO stage were risk factors for postoperative clinical failure (P < 0.05). The COX multivariate risk model analysis showed that IIIA stage was an independent risk factor for postoperative clinical failure (P < 0.05). Conclusions The head and neck fenestration and bone grafting via the OCM approach in the treatment of non-traumatic ONFH in the pre-collapse stage can achieve good clinical outcomes. 25(OH)D deficient patients and ARCO IIIA patients had a higher failure rate of bone graft using this approach.


Author(s):  
Jessy Hansen ◽  
Susannah Ahern ◽  
Pragya Gartoulla ◽  
Ying Khu ◽  
Elisabeth Elder ◽  
...  

Abstract Background Patient-reported outcome measures (PROMs) are an important tool for evaluating outcomes following breast device procedures, and are used by breast device registries. PROMs can assist with device monitoring through benchmarked outcomes, but need to account for demographic and clinical factors which may affect PROMs responses. Objectives This study aimed to develop appropriate risk-adjustment models for the benchmarking of PROMs data to accurately track device outcomes and identify outliers in an equitable manner. Methods Data for this study were obtained from the Australian Breast Device Registry, which consists of a large prospective cohort of patients with primary breast implants. The five-question BREAST-Q implant surveillance module was used to assess PROMs at one-year following implant insertion. Logistic regression models were used to evaluate associations between demographic and clinical characteristics and PROMs separately by implant indication. Final multivariate risk-adjustment models were built sequentially assessing the independent significant association of these variables. Results 2,221 reconstructive and 12,045 aesthetic primary breast implants with complete one-year follow-up PROMs were included in the study. Indication for operation (post-cancer, risk-reduction, developmental deformity) was included in the final model for all reconstructive implant PROMs. Site type (private or public hospital) was included in the final breast reconstruction model for look, rippling and tightness. Age at operation was included in the reconstruction models for rippling and tightness and in the aesthetic models for look, rippling, pain and tightness. Conclusions These multivariate models will be useful for equitable benchmarking of breast devices by PROMs to help track device performance.


2021 ◽  
Vol 16 (1) ◽  
Author(s):  
Felix Fleissner ◽  
Alexandru Mogaldea ◽  
Andreas Martens ◽  
Ruslan Natanov ◽  
Stefan Rümke ◽  
...  

Abstract Background Extracorporeal life support (ECLS) is an established tool to stabilize severely ill patients with therapy-refractory hemodynamic or respiratory failure. Recently, we established a mobile ECLS retrieval service at our institution. However, data on the outcome of patients receiving ECLS at outside hospitals for transportation into tertiary hospitals is still sparse. Methods We have analyzed all patients receiving ECLS in outside hospitals (Transport group, TG) prior to transportation to our institution and compared the outcome to our in-house ECLS experience (Home Group, HG). Results Between 2012 and 2018, we performed 978 ECLS implantations, 243 of which were performed on-site in tertiary hospitals for ECLS supported transportation. Significantly more veno-venous systems were implanted in TG (n = 129 (53%) vs. n = 327 (45%), p = 0.012). Indication for ECLS support differed between the groups, with more pneumonia; acute respiratory distress syndromes in the TG group and of course, more postcardiotomy patients in HG. Mean age was 47 (± 20) (HG) vs. 48 (± 18) (TG) years, p = 0.477 with no change over time. No differences were seen in ECLS support time (8.03 days ±8.19 days HG vs 7.81 days ±6.71 days TG, p = 0.675). 30-day mortality (n = 379 (52%) (HG) vs. n = 119 (49%) (TG) p = 0.265) and death on ECLS support (n = 322 (44%) (HG) vs. n = 97 (40%) TG, p = 0.162) were comparable between the two groups, despite a more severe SAVE score in the v-a TG (HG: − 1.56 (± 4.73) vs. TG -3.93 (± 4.22) p < 0.001). Mortality rates did not change significantly over the years. Multivariate risk analysis revealed Influenza, Peak Insp. Pressure at implantation, pO2/FiO2 ratio and ECLS Score (SAVE/RESP) as well as ECLS support time to be independent risk factors for mortality. Conclusion Mobile ECLS support is a tremendous challenge. However, it is justified to offer 24 h/7d ECLS standby for secondary and primary hospitals as a tertiary hospital. Increasing indications and total numbers for ECLS support raise the need for further studies to evaluate outcome in these patients.


2021 ◽  
Author(s):  
Dawei Liang ◽  
Jia Pei ◽  
Leilei Zhang ◽  
Haonan Ling ◽  
Youwen Liu ◽  
...  

Abstract BackgroundThis study aimed to evaluate the clinical efficacy of autologous bone mixed with tricalcium phosphate porous bioceramic bone grafting via Orthopdische Chirurgie München approach (OCM approach) with fenestration of the femoral head-neck in patients with pre-collapse non-traumatic osteonecrosis of the femoral head (ONFH).MethodsThe clinical data of 47 patients (47 hips) with ONFH were retrospectively reviewed. The Harris hip score (HHS) was used to evaluate the clinical outcomes. Imaging was assessed by X-ray. Clinical failure was defined as postoperative total hip arthroplasty (THA) or the HHS was poor (<70). The Kaplan-Meier survival curve was used to conduct a univariate analysis of risk factors. The analysis factors included gender, age, International Association Research Circulation Osseous (ARCO) stage, etiology, body mass index (BMI), and 25-hydroxyvitamin D (25(OH)D). The COX multivariate risk model was used to analyze the risk factors.ResultsAll the 47 hips were followed up for 24-58 months, with an average of 45 months. The Harris score (76.29 ± 10.38) at the last follow-up was significantly higher than the preoperative HHS (64.45 ± 2.93) (P<0.05). The postoperative HHS was excellent with a success rate of 36.17%. Postoperative imaging evaluation showed that 9 hips improved, 28 hips stabilized, and 10 hips progressed. Moreover, 17 out of 47 hips were defined as a postoperative clinical failure and the success rate was 63.83%. 25(OH)D and preoperative ARCO stage were risk factors for postoperative clinical failure (P<0.05). The COX multivariate risk model analysis showed that ⅢA stage was an independent risk factor for postoperative clinical failure (P<0.05).ConclusionsThe head and neck fenestration and bone grafting via the OCM approach in the treatment of non-traumatic ONFH in the pre-collapse stage can achieve good clinical outcomes. 25(OH)D deficient patients and ARCO IIIA patients had a higher failure rate of bone graft using this approach.


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