• Title/Summary/Keyword: Propensity-score matching

Search Result 246, Processing Time 0.02 seconds

Comparison of short-term outcomes of open and laparoscopic assisted pancreaticoduodenectomy for periampullary carcinoma: A propensity score-matched analysis

  • Utpal Anand;Rohith Kodali;Kunal Parasar;Basant Narayan Singh;Kislay Kant;Sitaram Yadav;Saad Anwar;Abhishek Arora
    • Annals of Hepato-Biliary-Pancreatic Surgery
    • /
    • v.28 no.2
    • /
    • pp.220-228
    • /
    • 2024
  • Backgrounds/Aims: Postoperative pancreatic fistula is the key worry in the ongoing debate about the safety and effectiveness of total laparoscopic pancreaticoduodenectomy (TLPD). Laparoscopic-assisted pancreaticoduodenectomy (LAPD), a hybrid approach combining laparoscopic resection and anastomosis with a small incision, is an alternative to TLPD. This study compares the short-term outcomes and oncological efficacy of LAPD vs. open pancreaticoduodenectomy (OPD). Methods: A retrospective analysis of data of all patients who underwent LAPD or OPD for periampullary carcinoma at a tertiary care center in Northeast India from July 2019 to August 2023 was done. A total of 30 LAPDs and 30 OPDs were compared after 1:1 propensity score matching. Demographic data, intraoperative and postoperative data (30 days), and pathological data were compared. Results: The study included a total of 93 patients, 30 underwent LAPD and 62 underwent OPD. After propensity score matching, the matched cohort included 30 patients in both groups. The LAPD presented several advantages over the OPD group, including a shorter incision length, reduced postoperative pain, earlier initiation of oral feeding, and shorter hospital stays. LAPD was not found to be inferior to OPD in terms of pancreatic fistula incidence (Grade B, 30.0% vs. 33.3%), achieving R0 resection (100% vs. 93.3%), and the number of lymph nodes harvested (12 vs. 14, p = 0.620). No significant differences in blood loss, short-term complications, pathological outcomes, readmissions, and early (30-day) mortality were observed between the two groups. Conclusions: LAPD has comparable safety, technical feasibility, and short-term oncological efficacy.

An Analysis on the Less Favored Condition of Fishing Village in Korean Island Regions using Census of Agriculture, Forestry and Fisheries (도서지역 어촌의 조건불리성 분석: 농림어업총조사 자료를 이용하여)

  • Kim, Bong-Tae
    • The Journal of Fisheries Business Administration
    • /
    • v.48 no.4
    • /
    • pp.11-25
    • /
    • 2017
  • The purpose of the study is to analyze the status and trend of less favored condition of fishing village in Korean island regions using the census of agriculture, forestry and fisheries. The less favored condition was measured as the difference in accessibility to major services and in fishery sales and resident infrastructure, applying the difference-in-difference method and propensity score matching method respectively. The result shows that access to major services has improved in island area between 2010 and 2015, implying that related policies such as the island comprehensive development project have been successful to some extent. However, some educational facilities, cultural facilities, and health facilities still have low inaccessibility and fishery sales are also significantly lower than in general area. This suggests that it is necessary to maintain related policies like the direct payment of fisheries.

The Effect of the Use of 4th Industrial Revolution Technology on Export Performance (4차 산업혁명 기술 활용이 수출성과에 미친 영향)

  • Sehwan Oh
    • Korea Trade Review
    • /
    • v.46 no.2
    • /
    • pp.323-335
    • /
    • 2021
  • With the advent of the 4th Industrial Revolution, there is a rising interest in the impact of these changes on Korea's trade. While the previous studies related to the 4th Industrial Revolution are very limited in the field of trade research, this study attempts an empirical analysis regarding the effect of the use of the 4th Industrial Revolution technology on the performance of exporters, based on the data of the Survey of Business Activities during 2017-2019 by the Korean government statistical office. Through the empirical analysis in combination with the propensity score matching (PSM) and the difference-in-difference (DID) analysis, this research confirms that the use of the 4th Industrial Revolution technology has a positive effect on the export performance of Korean exporters.

Korean E-commerce Platform's Dashboard Style Decision Support System

  • Yum, Kyeongmin;Park, Jae-Sang;Yoo, Byungjoon
    • 한국벤처창업학회:학술대회논문집
    • /
    • 2021.11a
    • /
    • pp.113-117
    • /
    • 2021
  • Due to the recent COVID-19 pandemic, SMEs are forced to converge themselves into online business to cope with the rapidly changing business environment. However, due to various difficulties of becoming an online business, most SMEs choose to use services provided by the online sales platform. These platforms offer valuable support such as DSS in return for the high amount of commission fee. We analyze a novel data set from Naver Corporation's 'Smart Store' platform with the quasi-experimental method (propensity score matching technique combined with the difference in differences analysis) to analyze DSS usage and SME's performance empirically. Our results suggest that DSS usage leads to an increase in SME's sales performance in means of sales frequency and sales amount. Additionally, we have found weak support that DSS usage enables SMEs to attract customers better than those not using DSS.

  • PDF

Analysis of Employment Effect on Assistive Technology Program for the Disabled Using Propensity Score Matching (성향점수 매칭을 이용한 보조공학기기 지원사업의 고용효과 분석)

  • Jun, Y.H.;Rhee, K.M.
    • Journal of rehabilitation welfare engineering & assistive technology
    • /
    • v.7 no.2
    • /
    • pp.133-138
    • /
    • 2013
  • This study was aimed to examine effects of the assistive technology program that has purpose to maintain and promote employment of persons with disabilities. An administrative data constructed by the Korea Employment Agency for the Disabled(KEAD) was utilized. Propensity score matching were used as analysis methods to minish sample selection bias caused by nonrandom sampling. As a result, turnover rate of people with disabilities who used assistive technology device was lower compared to persons with disabilities did not use assistive technology device. Also, in terms of company, for employment promotion effect on the persons with disabilities, company that provided assistive technology device was higher than that of company did not provide assistive technology device. Finally, assistive technology devices were effective in the employment area was confirmed.

  • PDF

Analysis on the Effect of EITC(Earned Income Tax Credit) on Work Incentive -Focus on the second policy that was revised in 2011- (근로장려세제(EITC)의 근로유인 분석 -2차 개정안 근로시간 증감 비교-)

  • Kim, Gun-Tai;Kim, Yun-Young
    • The Journal of the Korea Contents Association
    • /
    • v.17 no.8
    • /
    • pp.382-395
    • /
    • 2017
  • This study tries to analyze whether the Earned Income Tax Credit (EITC), which was modified in 2011, has the effect of work incentive. In this sense, by establishing the 8th Wave of Korea Welfare Panel Study (2013) and the 9th Wave (2014), Furthermore, in order to overcome the methodological limit, the results of two-party analysis method will be compared by firstly carrying out multiple regression analysis and then performing propensity score matching analysis. The 535 households out of 6,025 were selected. The following are the results of multiple digression analysis and propensity score matching analysis. First, there was no statistically meaningful relationship with regard to the perception of the EITC. Second, there was a statistically meaningful result in the reduction of working hours with regard to whether a household received labor incentive or not. The study found that the revised EITC is not providing incentives which stimulates the will to work.

The Analysis for effect on Government R&D Subsidies by using PSM (성향점수 매칭을 이용한 정부 연구개발 보조금 효과분석)

  • Choi, Seok-Joon;Kim, Sang-Sin
    • Journal of the Korea Academia-Industrial cooperation Society
    • /
    • v.10 no.1
    • /
    • pp.200-208
    • /
    • 2009
  • Trend of R&D expenditure in Korea during the last 10 years, the R&D expenditure has been constantly increasing at an average rate of 10%. The government R&D ekpenditures or subsidies are increasing rapidly But the studies of evaluating impact of government R&D subsidies are few. This study attempts to empirically investigate the effects of government R&D subsidies on private firm's R&D investment in Korean industry by using Propensity score matching method which sign as to whether the relationship between government subsidies and private R&D investments is on stimulating or displacing private R&D expenditures. Empirically, a firm with government R&D subsidy are 733 million dollar more expenditure then don't receive any government R&D funding. Also Government R&D subsidies greatly increase (statistically significant) company financed R&D expenditures only for large firms but had no effect on the R&D expenditures of small & medium sized firms and venture firms.

The Study on Relation between Implementation of Six Sigma Quality Management and Financial Performance using Propensity Score Matching (식스 시그마 품질경영활동이 기업의 재무적 성과지표에 미치는 영향연구: 경향점수매칭을 이용하여)

  • Park, Byounghwa;Park, Taeyoung;Park, Minjae
    • Journal of Korean Society for Quality Management
    • /
    • v.44 no.2
    • /
    • pp.341-356
    • /
    • 2016
  • Purpose: The purpose of this paper is to study whether the adoption of Six Sigma quality management by a firm positively affects its financial performance. The correlation between the duration of Six Sigma implementation period and the financial status of the firm is investigated as well. Methods: We conduct the analysis using data from Manufacturing Industry Productivity Panel Survey 2013 provided by Korea Productivity Center and Ministry of Trade, Industry and Energy. Propensity score matching is used to reduce sample selection bias of observational study. Furthermore, we use multiple linear regression in order to study the relationship between the implementation of Six Sigma quality management and financial performance. The return on assets and ratio of net income to net sales are considered as dependent variable and implementation of Six Sigma as independent variable. Results: The indication of this analysis is that implementation of Six Sigma quality management does not significantly enhance financial status. The firms that adopted Six Sigma quality management were categorized into three groups according to the implementation period. Comparison of each group with the firms that do not adopt Six Sigma quality management does not show statistically significant enhancement of financial status. Conclusion: In conclusion, both adoption and duration of six sigma quality management do not affect financial performance significantly.

On-the-job Training Gap between regular and non-regular Workers and Wage Effects (정규직-비정규직 간 훈련격차와 임금효과)

  • Oh, Ho-Young
    • Journal of Labour Economics
    • /
    • v.43 no.3
    • /
    • pp.33-61
    • /
    • 2020
  • The purpose of this study is to analyze the disparity in on-the-job training between regular and non-regular workers and to compare the wage effects of on-the-job training. Using the Korean micro data from the Programme for the International Assessment of Adult Competencies(PIAAC) published by OECD, Propensity Score Method(PSM) is applied to overcome the endogeneity problem. The average treatment effect(ATT) on the training participation is analyzed, using non-regular workers as treatment group and regular workers as comparison group. Odds ratios of non-regular employees' training participation compared to regular employees shows 0.67 times after constructing matching sample and this means that non-regular workers are facing a disadvantageous training opportunity compared to regular workers. In order to estimate the wage effect of on-the-job training, the average treatment effect(ATT) of on-the-job training on average wages for regular workers and non-regular workers is estimated respectively. I find insignificant wage effect from on-the-job training among regular workers and significant positive effect on non-regular worker's wage from on-the-job training.

  • PDF

The Effects of Government Financial Support on the Performance of Industry-University Cooperation: Focus on LINC Program (정부 재정지원이 산학협력 성과에 미치는 영향 분석: 산학협력 선도대학 육성사업을 중심으로)

  • Moon, Hyungjin;Lee, Heesang
    • Journal of Technology Innovation
    • /
    • v.24 no.3
    • /
    • pp.29-52
    • /
    • 2016
  • As Industry-University Cooperation (IUC) has been emphasized for securing national competitiveness in a knowledge-based economy, the South Korean government has promoted related policies, including a financial support program for facilitating IUC activities. This study examines the effects of Leaders in INdustry-university Cooperation (LINC) program, which is one of the government financial support programs for IUC, on the performance of IUC by propensity score matching. The results show that LINC program positively influences the number of technology transfers and the number of faculty that participated in start-ups. The results of this study are expected to provide implications for improving IUC policies and the financial support program.