scholarly journals Preoperative Anemia Is A Predictor of Cacoethic Postoperative Outcomes Following Open Pancreatoduodenectomy – A Propensity Score-Based Analysis

2021 ◽  
Author(s):  
Jing-Yong Xu ◽  
Xiao-Dong Tian ◽  
Yin-Mo Yang ◽  
Jinghai Song ◽  
Jun-Min Wei
Keyword(s):  
Propensity Score ◽  
Propensity Score Matching ◽  
Clinical Situation ◽  
Postoperative Outcomes ◽  
Ductal Adenocarcinoma ◽  
Major Surgery ◽  
Before And After ◽  
Open Pancreaticoduodenectomy ◽  
The Impact ◽  
Preoperative Anaemia

Abstract Background: Preoperative anaemia is a common clinical situation that was proved to be associated with severe outcomes in major surgery but not pancreatic surgery alone. We aimed to study the impact of preoperative anaemia on morbidity and mortality in patients undergoing open pancreaticoduodenectomy by using propensity score matching (PSM) to balance the basal data and reduce bias. Methods: Consecutive patients undergoing open pancreaticoduodenectomy with complete record of preoperative haemoglobin at two pancreatic centers in China between 2015 to 2019 were analysed. Haemoglobin less than 12g/dl for male and 11g/dl for female were defined as anaemia in Chinese population. Clinical and economic outcomes were compared before and after propensity score matching (PSM). Logistic regression analysis was used to assess correlation between variables and anaemia. Results: The unmatched initial cohort consist of 517 patients. 148 cases (28.6%) were diagnosed as anaemia at admission, and no case received preoperative blood transfusion or anti-anaemia therapy. After PSM, 126 cases were in each group. The rate of severe postoperative complications was significantly higher in anaemia group than in normal group (43.7% versus 27.0%, P=0.006), among which prevalence of clinically relevant postoperative pancreatic fistula (31.0% versus 15.9%, P=0.005) and cardiac and cerebrovascular events (4.0% versus 0.0%, P=0.024) were most significant. It costed more in the anaemia group (26958.2±21671.9 versus 20987.7±10237.9 USD, P=0.013). Among all patients, multivariate analysis showed that preoperative obstructive jaundice [OR 1.813, 95%CI (1.206-2.725), P=0.004] and pancreatic ductal adenocarcinoma [OR 1.861, 95%CI (1.178-2.939), P=0.008] were predictors of anaemia. Among paired patients, preoperative anaemia [OR 2.593, 95%CI (1.481-5.541), P=0.001] and malignant pathology [OR 4.266, 95%CI (1.597-11.395), P=0.004] were predictors of postoperative severe complications.Conclusions: Preoperative anaemia is a predictor of cacoethic postoperative outcomes following open pancreatoduodenectomy and needs identified and treated.

scholarly journals Total laparoscopic versus open pancreaticoduodenectomy for pancreatic ductal adenocarcinoma: a propensity score matching analysis with meta-analysis

2020 ◽  
Author(s):  
Ke Chen ◽  
Yu Pan ◽  
Yi-ping Mou ◽  
Chao-jie Huang ◽  
Jia-fei Yan ◽  
...  
Keyword(s):  
Propensity Score ◽  
Blood Loss ◽  
Lymph Nodes ◽  
Pancreatic Ductal Adenocarcinoma ◽  
Propensity Score Matching ◽  
Meta Analysis ◽  
Ductal Adenocarcinoma ◽  
Survival Outcomes ◽  
Low Grade ◽  
Open Pancreaticoduodenectomy

Abstract Background Pancreatic ductal adenocarcinoma (PDAC) is one of the leading causes of cancer mortality worldwide. Total laparoscopic pancreaticoduodenectomy (TLPD) have been used in the treatment of benign and low-grade diseases on the pancreatic head. It is necessary to expand the current knowledge on the feasibility and safety of TLPD for PDAC treatment. We aimed to assess the surgical and oncological outcomes of TLPD for patients with PDAC by comparing them with open pancreaticoduodenectomy (OPD). Methods Data regarding patients who underwent pancreaticoduodenectomy for PDAC treatment from January 2013 to January 2019 in our hospital were obtained. Baseline characteristics, intraoperative effects, postoperative recoveries, and survival outcomes were compared. To overcome selection bias, we performed a 1:1 match using propensity score matching (PSM) between TLPD and OPD. We also conducted a systematic review and meta-analysis. Results The original cohort included 276 patients (TLPD; 98 patients, OPD; 178 patients). After PSM, there were 89 patients in each group and the patient demographics were well matched. Of the 98 patients who underwent TLPD, 8 (8.2%) required conversions to laparotomies. Compared to OPD, TLPD could be performed with longer operative times, had less blood loss, and had lower overall morbidities. Regarding oncological and survival outcomes, there were no significant differences in tumor size, R0 resection rates and tumor stages between groups. However, TLPD had an advantage over OPD in terms of retrieved lymph nodes (21.9 ± 6.6 vs. 18.9 ± 5.4, p < 0.01). There were no statistically significant differences between the groups in recurrence patterns, and the 3-year recurrence-free and overall survival rates were comparable between the two groups. Meta-analysis further confirmed that the TLPD were associated with longer operative times, less blood loss, shorter hospitalizations, lower morbidities, and a greater number of retrieved lymph nodes. Conclusions TLPD are feasible and oncologically safe procedures for PDAC treatments. Postoperative outcomes and long-term survival after TLPD are superior, or not inferior, to OPD, and could be a promising alternative to open surgery for PDAC treatments. Our findings should be further evaluated by multicenter or randomized controlled trials.

scholarly journals Impact of Multidisciplinary Stroke Post-Acute Care on Cost and Functional Status: A Prospective Study Based on Propensity Score Matching

2021 ◽  
Vol 11 (2) ◽  
pp. 161
Author(s):  
Chong-Chi Chiu ◽  
Jhi-Joung Wang ◽  
Chao-Ming Hung ◽  
Hsiu-Fen Lin ◽  
Hong-Hsi Hsien ◽  
...  
Keyword(s):  
Propensity Score ◽  
Functional Status ◽  
Propensity Score Matching ◽  
Acute Care ◽  
Medical Cost ◽  
Economic Burden ◽  
Stroke Rehabilitation ◽  
Stroke Patients ◽  
The Impact ◽  
Post Acute Care

Few papers discuss how the economic burden of patients with stroke receiving rehabilitation courses is related to post-acute care (PAC) programs. This is the first study to explore the economic burden of stroke patients receiving PAC rehabilitation and to evaluate the impact of multidisciplinary PAC programs on cost and functional status simultaneously. A total of 910 patients with stroke between March 2014 and October 2018 were separated into a PAC group (at two medical centers) and a non-PAC group (at three regional hospitals and one district hospital) by using propensity score matching (1:1). A cost–illness approach was employed to identify the cost categories for analysis in this study according to various perspectives. Total direct medical cost in the per-diem-based PAC cohort was statistically lower than that in the fee-for-service-based non-PAC cohort (p < 0.001) and annual per-patient economic burden of stroke patients receiving PAC rehabilitation is approximately US $354.3 million (in 2019, NT $30.5 = US $1). Additionally, the PAC cohort had statistical improvement in functional status vis-à-vis the non-PAC cohort and total score of each functional status before rehabilitation and was also statistically significant with its total score after one-year rehabilitation training (p < 0.001). Early stroke rehabilitation is important for restoring health, confidence, and safe-care abilities in these patients. Compared to the current stroke rehabilitation system, PAC rehabilitation shortened the waiting time for transfer to the rehabilitation ward and it was indicated as an efficient policy for treatment of stroke in saving medical cost and improving functional status.

scholarly journals Adoption of improved agricultural technology and its impact on household income: a propensity score matching estimation in eastern Ethiopia

2021 ◽  
Vol 10 (1) ◽  
Author(s):  
Muluken G. Wordofa ◽  
Jemal Y. Hassen ◽  
Getachew S. Endris ◽  
Chanyalew S. Aweke ◽  
Dereje K. Moges ◽  
...  
Keyword(s):  
Propensity Score ◽  
Propensity Score Matching ◽  
Technology Use ◽  
Household Income ◽  
Agricultural Technology ◽  
Primary Data ◽  
Farm Income ◽  
Agricultural Technologies ◽  
Eastern Ethiopia ◽  
The Impact

Abstract Background Adoption of improved agricultural technologies remains to be a promising strategy to achieve food security and poverty reduction in many developing countries. However, there are limited rigorous impact evaluations on the contributions of such technologies on household welfare. This paper investigates the impact of improved agricultural technology use on farm household income in eastern Ethiopia. Methods Primary data for the study was obtained from a random sample of 248 rural households, 119 of which are improved technology users and the rest are non-users. The research employed the Propensity Score Matching (PSM) procedure to establish the causal relationship between adoption of improved crop and livestock technologies and changes in farm income. Results Results from the econometric analysis show that households using improved agricultural technologies had, on average, 23,031.28 Birr (Birr is the official currency of Ethiopia. The exchange rate according to the National Bank of Ethiopia (NBE) was 1 USD = 27.6017 Birr on 04 October 2018.) higher annual farm income compared to those households not using such technologies. Our findings highlight the importance of promoting multiple and complementary agricultural technologies among rural smallholders. Conclusions We suggest that rural technology generation, dissemination and adoption interventions be strengthened. Moreover, the linkage among research, extension, universities and farmers needs to be enhanced through facilitating a multistakeholders innovation platforms.

scholarly journals Clinical features and outcomes of combined hepatocellular carcinoma and cholangiocarcinoma versus hepatocellular carcinoma versus cholangiocarcinoma after surgical resection: a propensity score matching analysis

2021 ◽  
Vol 21 (1) ◽  
Author(s):  
Chih-Wen Lin ◽  
Tsung-Chin Wu ◽  
Hung-Yu Lin ◽  
Chao-Ming Hung ◽  
Pei-Min Hsieh ◽  
...  
Keyword(s):  
Hepatocellular Carcinoma ◽  
Liver Cancer ◽  
Propensity Score ◽  
Propensity Score Matching ◽  
Surgical Resection ◽  
Disease Free Survival ◽  
Clinicopathological Features ◽  
Free Survival ◽  
Before And After ◽  
Disease Free

Abstract Background Combined hepatocellular carcinoma and cholangiocarcinoma (cHCC-CC) is an infrequent type of primary liver cancer that comprises hepatocellular carcinoma (HCC) and cholangiocarcinoma (CC). This study investigated the clinicopathological features and prognosis among cHCC-CC, HCC, and CC groups. Methods We prospectively collected the data of 608 patients who underwent surgical resection for liver cancer between 2011 and 2018 at E-Da Hospital, I-Shou University, Kaohsiung, Taiwan. Overall, 505 patients with cHCC-CC, HCC, and CC were included, and their clinicopathological features, overall survival (OS), and recurrence were recorded. OS and recurrence rates were analyzed using the Kaplan–Meier analysis. Results In the entire cohort, the median age was 61 years and 80% were men. Thirty-five (7.0%) had cHCC-CC, 419 (82.9%) had HCC, and 51 (10.1%) had CC. The clinicopathological features of the cHCC-CC group were more identical to those of the HCC group than the CC group. OS was significantly lower in the cHCC-CC group than in the HCC group but was not significantly higher in the cHCC-CC group than in the CC group. The median OS of cHCC-CC, HCC, and CC groups was 50.1 months [95% confidence interval (CI): 38.7–61.2], 62.3 months (CI: 42.1–72.9), and 36.2 months (CI: 15.4–56.5), respectively. Cumulative OS rates at 1, 3, and 5 years in cHCC-CC, HCC, and CC groups were 88.5%, 62.2%, and 44.0%; 91.2%, 76.1%, and 68.0%; and 72.0%, 48.1%, and 34.5%, respectively. After propensity score matching (PSM), OS in the cHCC-CC group was not significantly different from that in the HCC or CC group. However, OS was significantly higher in the HCC group than in the CC group before and after PSM. Furthermore, the disease-free survival was not significantly different among cHCC-CC, HCC, and CC groups before and after PSM. Conclusion The clinicopathological features of the cHCC-CC group were more identical to those of the HCC group than the CC group. The OS rate was significantly lower in the cHCC-CC group than the HCC group. However, after PSM, OS and disease-free survival in the cHCC-CC group were not significantly different from those in the HCC or CC group.

Was it worth it? The impact of the German minimum wage on union membership of employees

2021 ◽  
pp. 0143831X2110358
Author(s):  
Simon Ress ◽  
Florian Spohr
Keyword(s):  
Propensity Score ◽  
Social Security ◽  
Labour Market ◽  
Propensity Score Matching ◽  
Minimum Wage ◽  
Trade Union ◽  
Union Membership ◽  
Difference In Differences ◽  
German Trade ◽  
The Impact

This contribution scrutinises how introducing a statutory minimum wage of EUR 8.50 per hour, in January 2015, impacted German employees’ decision with regard to union membership. Based on representative data from the Labour Market and Social Security panel, the study applies a logistic difference-in-differences propensity score matching approach on entries into and withdrawals from unions in the German Trade Union Confederation (Deutscher Gewerkschaftsbund, DGB). The results show no separate effect on withdrawals from or entries into unions after the minimum wage introduction for those employees who benefited financially from it, but a significant increase of entries overall. Thus, unions’ campaign for a minimum wage strengthened their position in total but did not reverse the segmentation of union membership patterns.

Abstract 17088: In-Hospital Complications and Outcomes of Leadless Pacemaker Implantation: A Propensity-Score Matched Analysis From Nationwide Database

Circulation ◽  
2020 ◽  
Vol 142 (Suppl_3) ◽  
Author(s):  
Moghniuddin Mohammed ◽  
Amit Noheria ◽  
Seth Sheldon ◽  
Madhu Reddy
Keyword(s):  
Propensity Score ◽  
Propensity Score Matching ◽  
Real World ◽  
Electronic Device ◽  
Artery Bypass ◽  
Pacemaker Implantation ◽  
Leadless Pacemaker ◽  
Ventricular Lead ◽  
Significant Difference ◽  
Before And After

Introduction: There are no randomized controlled trials that compared the outcomes of leadless pacemaker (L-PPM) implantation with transvenous pacemaker (TV-PPM) and there is scarcity of data on real world outcomes. Methods: We queried National Inpatient Sample to identify all adult patients who had primary discharge diagnosis of conduction disorders or tachy-arrhythmias and excluded patients who had a concomitant procedure for valve replacement, coronary artery bypass grafting, ablation and/or cardiac implantable electronic device removal so that complications can be attributed to the pacemaker implantation. We included only procedures from November 2016 to December 2017 as Micra was the only available L-PPM during that period. For the comparison cohort we selected patients, during the same time period, who had a procedure code for single chamber pacemaker implantation in conjunction with right ventricular lead placement. We performed 1:1 propensity score matching and the variables used for matching are marked with asterisk in Table 1. All the codes used to identify complications has been previously validated from the Micra Post-approval registry and Coverage with Evidence Study. Results: Total of 1,305 patients for L-PPM and 13,905 patients in the TV-PPM group were included. Baseline characteristics with standardized mean difference before and after matching are shown in Table 1. Briefly, patients in L-PPM group were younger but had higher co-morbidities compared to TV-PPM group. The complications before and after matching are shown in Table 2. Conclusions: In conclusion, we found no significant difference between in-hospital complications after propensity score matching, with the exception of deep venous thrombosis. There was no difference between length of stay but cost for L-PPM was significantly higher. In this real-world analysis, we found that the leadless PPM implantation is safe in comparison to transvenous PPM.

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