propensity score match
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2021 ◽  
Vol 3 (4) ◽  
Author(s):  
Xiang Gao ◽  
Weige Huang ◽  
Sunghan Ryu

This study examines the effects of two extreme sentiments (positive vs. negative) and eight types of emotion (anger, fear, anticipation, trust, surprise, sadness, joy, and disgust) implied by the wording of the campaign pitch on the outcomes of crowdfunding, and how these effects would vary according to cultural differences (Western vs. Eastern). We analyze a sample drawn from 17,289 crowdfunding projects on Kickstarter in the "design" and "technology" category to examine how feelings can affect the success, the number of backers, and pledged amounts for crowdfunding projects. We find three regularities by using propensity score match to map Western campaigns to Eastern ones. First, negative sentiment is adversely associated with the success probability but positively related to backer count in the Eastern culture subsample. Second, specific emotions have a larger impact on crowdfunding success among Western culture projects. Third, the statistical significance and direction of the concerning effects differ across the two cultures. Our findings stay robust when we add more controls in a stepwise way. Hence, the study contributes to the literature and provides suggestions for practitioners by exploring the role of derived feelings in the crowdfunding campaign pitch and the entrepreneurial pitch at the early financing stage.


2021 ◽  
Vol 34 (Supplement_1) ◽  
Author(s):  
Shigeru Tsunoda ◽  
Kazutaka Obama ◽  
Shigeo Hisamori ◽  
Tatsuto Nishigori ◽  
Rei Mizuno ◽  
...  

Abstract   Da Vinci Surgical System Xi was introduced in our institution in 2017. Since then we started robot-assisted minimally invasive esophagectomy (RAMIE) as private practice. Japanese national insurance system started to reimburse RAMIE in 2018. Since then, the number of RAMIE is explosively increasing. Currently the indication of RAMIE in our institution purely depends on machine availability. However, the real clinical benefit of RAMIE over conventional minimally invasive esophagectomy (MIE) remains unknown. Methods Between January 2015 and January 2020, data of 156 consecutive patients with esophageal carcinoma undergoing esophagectomy was retrospectively reviewed. After exclusion of 12 salvage esophagectomy for patients after definitive chemoradiotherapy (>50Gy), 10 mediastinoscopic esophagectomy, 5 esophagectomy without upper mediastinal dissection, 2 two-stage esophagectomy and 1 total pharyngo-laryngo-esophagectomy, 126 patients (46 RAMIE and 80 MIE) were included in the analysis. The 1:1 propensity score match analysis was performed to compare the short-term outcomes between RAMIE and MIE. Results After matching, 45 RAMIE and 45 MIE were analyzed. RAMIE took significantly longer thoracic operation time (370 min vs. 288 min; P < 0.0001). Intraoperative blood loss (80 g vs. 50 g; P = 0.0759), harvested thoracic nodes (22 vs 25; P = 0.1188), harvested upper mediastinal nodes (12 vs 12; P = 0.4233) were similar. RAMIE showed less severe postoperative morbidity (Clavien-Dindo Grade III or higher) (9% vs. 22%; P = 0.0810) and lower incidence of recurrent laryngeal nerve palsy (Clavien-Dindo Grade II or higher) (7% vs. 18%; P = 0.1076). There was no postoperative death in both groups. Conclusion Although this result contains our early learning curve period of RAMIE, short term outcome of RAMIE is acceptable from a safety point of view.


2021 ◽  
pp. 175857322110344
Author(s):  
Adam M Gordon ◽  
Azeem Tariq Malik

Background Impact of resident participation on short-term postoperative outcomes after total elbow arthroplasty has not been studied. The aim was to investigate whether resident participation affects postoperative complication rates, operative time, and length of stay. Methods The American College of Surgeons National Surgical Quality Improvement Program registry was queried from 2006 to 2012 for patients undergoing total elbow arthroplasty. A 1:1 propensity score match was performed to match resident cases to attending-only cases. Comorbidities, surgical time, and short-term (30-day) postoperative complications were compared between groups. Multivariate Poisson regression was used to compare the rates of postoperative adverse events between groups. Results After propensity score match, 124 cases (50% with resident participation) were included. Adverse event rate after surgery was 18.5%. On multivariate analysis, there were no significant differences between attending-only cases and resident involved cases, with regards to short-term major complications, minor complications, or any complications (all p > 0.071). Total operative time was similar between cohorts (149.16 vs. 165.66 min; p = 0.157). No difference was observed in the length of hospital stay (2.95 vs. 2.6 days), p = 0.399. Discussion Resident participation during total elbow arthroplasty is not associated with increased risk for short-term medical or surgical postoperative complications or operative efficiency.


Perfusion ◽  
2021 ◽  
pp. 026765912110043
Author(s):  
Stephen Gerfer ◽  
Christopher Gaisendrees ◽  
Ilija Djordjevic ◽  
Borko Ivanov ◽  
Julia Merkle ◽  
...  

Background: Gender is known to influence the pathophysiology and pathogenesis of the coronary vascular disease. Data on gender-related differences in patients with veno-arterial extracorporeal membrane oxygenation due to postcardiotomy cardiogenic shock is lacking in current literature. We aimed to analyze the impact of gender on intraoperative and short-term outcomes of vaECMO patients after coronary surgery and postcardiotomy cardiogenic shock. Methods: Between 2006 and 2017, a total of 92 patients with PCS after CABG underwent vaECMO-implantation at our institution. After a 1:1 propensity score match (PSM) for relevant preoperative data, we identified a cohort of 32 patients, 16 males, and 16 females. Periprocedural and short-term outcome data were analyzed with respect to sex differences. Results: The mean age was 64 ± 11 years, and 79% ( n = 73) were male patients. Clinical outcomes showed a 30-day all-cause mortality of 64% ( n = 59). After PSM, male patients showed a significantly smaller number of arterial grafts (0.4 ± 0.53 male vs 1.1 ± 0.7 female; p = 0.037). Thirty-day all-cause mortality did not differ between the groups (56% male vs 75% female; p = 0.262). In general, short-term outcome data were comparable without significant differences for the matched groups. Conclusion: Gender has no impact on patients with vaECMO therapy due to PCS in isolated coronary surgery.


2020 ◽  
Vol 41 (Supplement_2) ◽  
Author(s):  
H Mizutani ◽  
T Kurita ◽  
A Takasaki ◽  
T Nakata ◽  
K Konishi ◽  
...  

Abstract Background Acute coronary syndrome (ACS) is the most important cardiovascular (CV) disease with a prevalence that increases with age. There is no data which compared the prognosis with premature ACS and mature ACS using propensity score matched analysis Purpose The purpose of this study was to compare the prognosis of premature ACS patients and mature ACS patients using propensity score matched analysis. Methods We analyzed of 4249 ACS patients (69.1±12.6, male 77%) including 773 premature ACS patients (50.1±6.8, male 78%) and 3476 mature ACS (73.3±9.3, male 77%) from January 2013 to December 2018, using data from Mie ACS Registry, a prospective and multicenter registry in Japan. Premature onset of ACS was defined as younger than 65 years old in male and 55 years old in female. Primary end point was as major adverse cardiac event (MACE) including cardiovascular death, non-fetal myocardial infarction, heart failure requiring admission and unstable angina. Results During median follow duration of 742 days ranging from409 to 828 days, 502 MACE were occurred. Premature ACS patients were younger and showed higher body mass index compared to mature ACS patients (50.1±6.8 vs 73.3±9.3 y.o., 25.5 vs 23.0, P<0.001, respectively). However, premature ACS patients were more likely to be associated with ST elevation myocardial infarction, dyslipidemia, family history of coronary artery disease (CAD) and lower Killip classification compared to mature ACS patients (P<0.01, respectively). Common CAD risk factors such as hypertension, diabetes mellitus and past history of CAD were less associated with premature ACS patients compared to mature ACS patients (P<0.01, respectively). Unadjusted Kaplan-Meier survival curves demonstrated the favorable prognosis in premature ACS patients compared to mature ACS patients with hazard ratio of 0.57 (95% CI 0.45–0.71, P<0.001, see Figure 1A). We compared a 1:1 propensity score-matched cohort of 1208 patients with or without premature onset of ACS adjusting the several factors mentioned above (n=604, respectively). Age could not be introduced as a factor of propensity score match when comparing premature and mature ACS patients. After propensity score-match, premature ACS patients is about 18 years younger than mature ACS patients (50.7±6.5 vs 68.5±8.2 y.o., P<0.001). The average age of premature ACS was younger than that of mature ACS, but MACE by Kaplan-Meier survival analysis for premature ACS patients was equivalent to mature ACS patients (P=0.77, see Figure 1B). Conclusion Premature ACS patients are required very careful management because they might have factors with unfavorable prognosis, such as lifestyle habit and genetics, that may be beyond age. Figure 1 Funding Acknowledgement Type of funding source: None


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