multivariable regression analysis
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Author(s):  
Felix Marius Bläsius ◽  
Laura Elisabeth Stockem ◽  
Matthias Knobe ◽  
Hagen Andruszkow ◽  
Frank Hildebrand ◽  
...  

Abstract Purpose Surgically treated calcaneal fractures have a high risk of postoperative wound healing complications and a prolonged length of hospital stay (LOS). The aim of this study was to identify predictor variables of impaired wound healing (IWH) and LOS in surgically treated patients with isolated calcaneal fractures. Methods This retrospective cohort study analyzed data on patients aged 18 years or older who were admitted to a level I trauma center with isolated calcaneal fractures between 2008 and 2018. Multivariable regression models were used to identify predictor variables. Results In total, 89 patients (age: 45.4 years; SD: 15.1) were included. In 68 of these patients, low-profile locking plate osteosynthesis was performed, and a minimally invasive approach (MIA) (percutaneous single screws/K-wire or low-profile locking plating via a sinus tarsi approach) was applied in 21 patients. Multivariable regression analysis revealed that a higher preoperative Böhler’s angle (β = − 0.16 days/degree, 95% CI [− 0.25, − 0.08], p = 0.004) and MIA (β = − 5.04 days, 95% CI [− 8.52, − 1.56], p = 0.002) reduced the LOS. A longer time-to-surgery (β = 1.04 days/days, 95% CI [0.66, 1.42] p = 0.001) and IWH increased the LOS (β = 7.80 days, 95% CI [4.48, 11.12], p = 0.008). In a subsequent multivariable regression analysis, two variables, open fractures (OR: 14.6, 95% CI [1.19, 180.2], p = 0.030) and overweight (BMI > 24) (OR: 3.65, 95% CI [1.11, 12.00], p = 0.019), increased the risk of IWH. Conclusion Advanced treatment algorithms for open fractures are needed to reduce the risk of IWH.


Hand ◽  
2021 ◽  
pp. 155894472110588
Author(s):  
Dafang Zhang ◽  
Brandon E. Earp ◽  
Scott H. Homer ◽  
Philip Blazar

Background: The outcomes of cubital tunnel syndrome surgery are affected by preoperative disease severity. The aim of this study was to identify factors associated with clinical and electrodiagnostic severity of cubital tunnel syndrome at presentation. Methods: We retrospectively identified 213 patients with electrodiagnostically confirmed cubital tunnel syndrome who underwent cubital tunnel surgery from July 2008 to June 2013. Our primary response variable was clinical cubital tunnel syndrome severity assessed by the McGowan grade. Our secondary response variables were sensory nerve action potential (SNAP) recordability, presence of fibrillations, and motor nerve conduction velocities (CVs) in the abductor digiti minimi (ADM) and first dorsal interosseous (FDI). Bivariate analysis was used to screen for factors associated with disease severity; significant variables were selected for multivariable regression analysis. Results: Older age was associated with higher McGowan grade and diabetes mellitus was associated with unrecordable SNAPs on bivariate analysis. No other variables met inclusion criteria for multivariable regression analysis for McGowan grade or unrecordable SNAPs. Multivariable regression analysis showed older age and higher Distressed Communities Index (DCI) to be associated with decreased motor nerve CVs in ADM. Multivariable regression analysis showed higher body mass index (BMI) and higher DCI to be associated with decreased motor nerve CVs in FDI. No variable was associated with the presence of fibrillations. Conclusions: A subset of patients with cubital tunnel syndrome may benefit from earlier referral for hand surgery evaluation and earlier surgery. Older patients, with higher BMI, with diabetes mellitus, and with economic distress are at higher risk for presentation with more severe disease.


2021 ◽  
Vol 18 (1) ◽  
Author(s):  
Junpei Li ◽  
Jian Zhu ◽  
Ziheng Tan ◽  
Yun Yu ◽  
Linfei Luo ◽  
...  

Abstract Background Limited information is available on arterial stiffness risk among hypertensive patients with metabolically abnormal but normal weight. Visceral adiposity index (VAI) is a novel indicator for visceral fat mass and metabolism, however, whether can be used to assessed arterial stiffness in a normal-weight population remains unclear. The goal of this study was to examine the independent association of VAI with arterial stiffness in normal-weight hypertensive patients. Methods 3258 participants recruited from the China H-type Hypertension Registry Study. VAI value was calculated using sex-specific equations. High arterial stiffness was defined as baPWV ≥ 18 m/s. Multivariable regression analysis was used to identify the association of VAI with baPWV and high arterial stiffness. Results Of participants, 50.5% (1644) were males, the mean age was 65.5 (SD, 9.1) years. Mean VAI and baPWV were 2.0 (SD, 2.3) and 18.2 (SD, 3.9) m/s, respectively. For each unit increase of lg VAI in multivariable regression analysis, there was a 1.05 m/s increase in baPWV (95% CI 0.67, 1.43) and a 2.13-fold increase in the risk of high arterial stiffness (95% CI 1.59, 2.86). In all models, the VAI was consistently and significantly associated with baPWV after adjustment for different confounders. High VAI levels were stably associated with baPWV in all subgroups. Conclusions We found positive association of VAI with baPWV and high arterial stiffness in normal-weight adults with hypertension. The establishment of this association could help the arterial stiffness risk stratification in normal-weight hypertensive populations, who are frequently overlooked in preventing cardiovascular disease.


2021 ◽  
Vol 21 (1) ◽  
Author(s):  
Safdar Abbas ◽  
Noman Isaac ◽  
Munir Zia ◽  
Rubeena Zakar ◽  
Florian Fischer

Abstract Background Women’s empowerment has always remained a contested issue in the complex socio-demographic and cultural milieu of Pakistani society. Women are ranked lower than men on all vital human development indicators. Therefore, studying various determinants of women’s empowerment is urgently needed in the Pakistani context. Methods The study empirically operationalized the concept of women’s empowerment and investigated its determinants through representative secondary data taken from the Pakistan Demographic and Health Surveys among women at reproductive age (15–49 years) in 2012–13 (n = 13,558) and 2017–18 (n = 15,068). The study used simple binary logistic and multivariable regression analyses. Results The results of the binary logistic regression highlighted that almost all of the selected demographic, economic, social, and access to information variables were significantly associated with women’s empowerment (p < 0.05) in both PDHS datasets. In the multivariable regression analysis, the adjusted odds ratios highlighted that reproductive-age women in higher age groups having children, with a higher level of education and wealth index, involved in skilled work, who were the head of household, and had access to information were reported to be more empowered. Results of the multivariable regression analysis conducted separately for two empowerment indicators (decision-making and ownership) corroborated the findings of the one indicator of women empowerment, except where ownership did not appear to be significantly associated with number of children and sex of household head in both data sets (2012–13 and 2017–18). Conclusions A number of social, economic, demographic, familial, and information-exposure factors determine women’s empowerment. The study proposes some evidence-based policy options to improve the status of women in Pakistan.


2021 ◽  
Author(s):  
Stefanie Weinert ◽  
Anja Thronicke ◽  
Maximilian Hinse ◽  
Friedemann Schad ◽  
Harald Matthes

Background With COVID-19 cases peaking, COVID-19 vaccination programs starting and health systems reaching their limits in winter 2020/21, schools remained closed in many countries despite ever-recurring debates. To better understand teachers' fear of infection and risk perception we conducted a survey in Germany. Methods Participants were recruited through various associations and invited to take part in a cross-sectional COVID-19 specific online survey. Anonymous demographic and self-reported data were collected from those who gave their informed consent. Descriptive statistical analysis was performed. To evaluate with fear associated factors of contracting SARS-CoV-2, an adjusted multivariable regression analysis was performed. Results 6.753 teachers gave their informed consent to answer the online survey. The median age of the teachers was 43 years with 77% being female. Most teachers worked in high schools (29%) and elementary schools (26%). Most participants (73%) feared to contract SARS-CoV-2 at school while 77% intended to be vaccinated against COVID-19. 98% considered students to pose the greatest risk. Multivariable regression analysis revealed that female and younger teachers were significantly more anxious to get infected with SARS-CoV-2 and that the odds teachers were more anxious was 9 times higher for those who favored re-opening of schools the least (p < 0.001). Conclusions To the authors' knowledge, this is the first study to describe teachers fear and risk perception of COVID-19 and their attitude towards vaccinations in a nationwide survey. The anxiety correlates to the COVID-19 protection measures demanded. Teachers' fear is the driving factor and not a rational logic.


2021 ◽  
Vol 10 (1) ◽  
pp. 1
Author(s):  
Cristian Vasile Doicin ◽  
Mihaela Elena Ulmeanu ◽  
Allan E.W. Rennie ◽  
Elena Lupeanu

2021 ◽  
Vol 10 (1) ◽  
pp. 1
Author(s):  
Elena Lupeanu ◽  
Allan E.W. Rennie ◽  
Mihaela Elena Ulmeanu ◽  
Cristian Vasile Doicin

2020 ◽  
Author(s):  
Safdar Abbas ◽  
Noman Isaac ◽  
Munir Zia ◽  
Rubeena Zakar ◽  
Florian Fischer

Abstract Background: Women’s empowerment has always remained a contested issue in the complex socio-demographic and cultural milieu of Pakistani society. Women are ranked lower than men on all vital human development indicators. Therefore, studying various determinants of women’s empowerment is urgently needed in the Pakistani context.Methods: The present study empirically operationalized the concept of women’s empowerment and investigated its determinants through representative secondary data taken from the Pakistan Demographic and Health Surveys, 2012–13 and 2017–18. The study used simple binary logistic and multivariable regression analysis. Results: The results of the binary logistic regression highlighted that almost all of the selected demographic, economic, social, and access to information variables were significantly associated with women’s empowerment (p<0.05) in both PDHS datasets. In the multivariable regression analysis, the adjusted odds ratios highlighted that reproductive-age women in higher age groups, having children, with a higher level of education and wealth index, involved in skilled work, who were the head of household, and had access to information were reported to be more empowered. Conclusions: Women’s empowerment is determined by a number of social, economic, demographic, and other factors. The study proposes some evidence-based policy options to improve the status of women in Pakistan.


2020 ◽  
Vol 31 (4) ◽  
pp. 507-512
Author(s):  
Alessandro Brunelli ◽  
Kath Chapman ◽  
Cecilia Pompili ◽  
Nilanjan Chaudhuri ◽  
Emmanuel Kefaloyannis ◽  
...  

Abstract OBJECTIVES Our goal was to assess the postoperative 90-day hospital costs of patients with prolonged air leak (PAL) including costs incurred after discharge from the initial index hospitalization. METHODS We performed a retrospective analysis of 982 patients undergoing lobectomy (898) or segmentectomy (78) (April 2014–August 2018). A total of 167 operations were open, 780 were video-assisted thoracoscopic surgery and 28 were robotic. A PAL was defined as an air leak &gt;5 days. The 90-day postoperative costs included all fixed and variable costs incurred during the 90 days following surgery. The postoperative costs of patients with and without PAL were compared. The independent association of PAL with postoperative 90-day costs was tested after adjustment for patient-related factors and other complications by a multivariable regression analysis. RESULTS PAL occurred in 261 patients (27%). Their postoperative stay was 4 days longer than that of those without PAL (9.6 vs 5.7; P &lt; 0.0001). Compared to patients without PAL, those with PAL had 27% higher index postoperative costs [7354€, standard deviation (SD) 7646 vs 5759€, SD 7183, P &lt; 0.0001] and 40% higher 90-day postoperative costs (18 340€, SD 23 312 vs 13 102€, SD 10 264; P &lt; 0.0001). The relative postoperative costs (the difference between 90-day and index postoperative costs) were 50% higher in PAL patients compared to non-PAL patients (P &lt; 0.0001) and accounted for 60% of the total 90-day costs. Multivariable regression analysis showed that PAL remained an independent factor associated with 90-day costs (P &lt; 0.0001) along with the occurrence of other cardiopulmonary complications (P &lt; 0.0001), male gender (P = 0.018), low carbon monoxide lung diffusion capacity (P = 0.043) and thoracotomy approach (P = 0.022). CONCLUSIONS PAL is associated not only with increased index hospitalization costs but also with increased costs after discharge. Evaluation of the cost-effectiveness of measures to prevent air leaks should also include post-discharge costs.


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