propensity score matching difference-in-difference
The effects of patient education programs on medication use among asthma and COPD patients: a propensity score matching with a difference in difference regression approach
... Our results suggest that intervention participants have consistently used more chronic management drugs dur- ing four consecutive years following the intervention. This finding related to the long-term sustainability of ...
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Head to head comparison of the propensity score and the high-dimensional propensity score matching methods
... group difference over the pooled SD of the two groups, were used to compare patient characteristics between patients exposed to a high potency versus lower potency statin within the Full Cohort and both ...
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Evaluating the effectiveness of flood damage mitigation measures by the application of propensity score matching
... the difference between these aver- ages forms the estimated ...the difference in average damage suffered between the treatment (those who installed a DMM) and the control (those who did not install a DMM) ...
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Technical and Vocational Education and Training in India - A Study of Choice and Returns
... a difference-in-differences approach to control for selection bias, as well as propensity score matching and included several controls for background characteristics and ...
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Impact Evaluation of Remittance for Pakistan: Propensity Score Matching Approach
... the difference is measured using all migrant and non-migrant ...The difference in consumption of RBH and NRBH decreases by 25 percent in total consumption and in expenditure on durables, while the ...
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The wage and employment consequences of ownership change
... both difference-in-differences combined with propensity score matching and the control function approach, we fi nd evidence that (i) wages remain unchanged after either a private equity ...
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Employer wage subsidies and wages in Germany: empirical evidence from individual data
... a propensity score ...a difference-in-differences approach, focusing on the wage development of individual workers before and after taking up the new ...
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Selection of Control Variables in Propensity Score Matching: Evidence from a Simulation Study
... on matching methods of impact evaluation (see Heckman et ...the matching method is to find a control group (also called comparison group) that has a similar distribution of control variables as the ...
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Targeted temperature management in cardiac arrest: survival evaluated by propensity score matching
... significant difference in a robust outcome ...the difference can be gained from a study comparing the restricted mean survival time to hazard ratios in well- known cancer studies ...
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The Effects Of Foreign Strategic Investors On Pricing Of Wealth Management Products Of Commercial Banks In China: Does Ownership Structure Matter?
... use difference in differences (DID) and propensity score matching (PSM) to investigate the effects of shareholding of FSIs on pricing of wealth management products (WMPs) for banks in China ...
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The effect of labor epidural analgesia on labor, delivery, and neonatal outcomes: a propensity score-matched analysis in a single Japanese institute
... after propensity score matching to reduce intergroup differences; never- theless, our results may still be affected by confounders that we failed to ...5% difference as clinically significant ...
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Evaluating the impact of eligibility for free care on the use of GP services in Ireland: a difference in difference approach ESRI working paper no 25, n d
... dissimilar propensity scores), they still contribute to the calculation of the average treatment ...neighbour matching is calliper matching, whereby a control observation with a propensity ...
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A Propensity Score Matching Study of Community College Athletics.
... Inspecting the article, dissertation, and thesis references revealed that most of the cited works were not about community college athletics. The cited works mostly dealt with research about university athletics. The ...
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The Effects of Breastfeeding on Childhood BMI: A Propensity Score Matching Approach
... We use a nearest neighbour algorithm with a calliper to restrict the difference in PS between matched observations. We check for bias by ensuring that each confounder does not significantly differ in mean between ...
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From Per-diem Payment to Case-based Per-episode Payment for Acute Mental Disorders in Guangzhou, China: A Propensity Score Matching and Difference-in-Differences Analysis using Real World Data
... Methods A total of 6,778 episodes of medical records from Feb 1, 2014 to Feb 1, 2016, including 2,091 patients in one intervention hospital and 4,687 patients in ten control hospitals were extracted from Guangzhou Urban ...
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AN INVESTIGATION INTO LONG-RUN ABNORMAL RETURNS USING PROPENSITY SCORE MATCHING
... Table 1.2. Due to the presence of a rather large number of Nasdaq firms, the Size variable is highly skewed, with the difference between the minimum and the median values being only about 0.01 standard deviation, ...
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Lower 30-day readmission rates with roflumilast treatment among patients hospitalized for chronic obstructive pulmonary disease
... with propensity score 1:3 matching was employed to assess the difference in 30-day hospital readmission rates between the roflumilast and non-roflumilast groups, adjusting for baseline ...
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Do Minimum Wage Increases Matter to Profitability of Private Firm? The Case of Vietnam
... is difference-in-differences with propensity score matching, and the data are from Enterprise Censuses (EC) of Vietnam in years 2005 and ...
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<p>Association of Preoperative Neutrophil/Lymphocyte Ratio with Clinical Outcomes in Dedifferentiated Chondrosarcoma Patients</p>
... the difference between two groups, the propensity score matching (1:1) was applied based on variables, including sex, location, metastasis at diagnosis, pathological fracture, chemotherapy, ...
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A matching decomposition of the rural–urban difference in malnutrition in Malawi
... family size and weaker social and family networks which may affect the availability of childcare. The beneficial cha- racteristics include; greater availability of food, housing arrangements, health services and greater ...
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