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find Keyword "Decision tree" 6 results
  • Use of Decision Tree in Treating an Emergency Patient with Upper Gastrointestinal Hemorrhage

    Objective To apply the method of evidence-based medicine to identify the best therapy option for an emergency patient with upper gastrointestinal hemorrhage. Methods According to time and logical sequence of clinical events, a complete decision tree was built after the following steps to find the best treatment: clear decision-making, drawing decision tree graphics, listing the outcome probability, giving appropriate values to the final outcome, calculating and determining the best strategies. Results The performance of endoscopic therapy for the patient with upper gastrointestinal hemorrhage within the first six hours had little effect on the prognosis. Interventional therapy after the failure of endoscopic therapy had less mortality than direct surgical exploration. Conclusion Making clinical decision analyses via drawing the decision tree can help doctors clarify their ideas, get comprehensive views of clinical problems, and ultimately choose the best treatment strategy for patients.

    Release date:2016-09-07 11:04 Export PDF Favorites Scan
  • Different Warfarin and Enoxaparin Overlapping Treatment for the Prevention of Thrombosis in Nephrotic Syndrome Patients: A Cost-effectiveness Analysis

    ObjectiveTo compare the cost-effectiveness of warfarin and enoxaparin overlapping treatment for the prevention of venous thromboembolism (VTE) or pulmonary embolism (PE) in patients with nephrotic syndrome (NS). MethodsA decision tree model was constructed. The efficacy data applied in our decision tree were from clinical data, and the cost data was based on the hospitalization cost of 103 patients with nephrotic syndrome in Guangdong Provincial People's Hospital from 2013 to 2014, State Development and Reform Commission pricing and literature report. The one-way sensitivity analyses was conducted to analyze the stability of test. ResultsIn base case, the cost and cost-effective ratio of warfarin and enoxaparin overlapped treatment for 3 days were 10305.49 yuan and 31607.15, respectively. While those overlapped treatment for 4 days were 8849.36 yuan and 20896.46, overlapped treatment for 5 days and above were 9494.29 yuan and 21659.95, respectively. The incremental cost-effectiveness ratio of 4 days versus 5 days and above was 5600.96. The cost-effective ratio of 4 days was lower but the incremental cost-effectiveness ratio of it was higher. The sensitivity analysis showed the test result was stable. ConclusionCost-effectiveness analysis shows that warfarin and enoxaparin overlapping treatment for 4 days in patients with nephrotic syndrome has cost-effective advantage. Due to the limited sample size of our study, the above conclusion should be proved by more large-scale high-quality clinical studies.

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  • Cost-Effectiveness Analysis of Clinical Commonly Used Drug Options in the Treatment of Moderate-Severe Depressive Disorder in China: A Decision Tree Model

    Objective To evaluate the cost effectiveness of four different mechanisms clinical commonly used antidepressants, namely, amitriptyline, escitalopram, mirtazapine and venlafaxine in the treatment of moderate-severe depressive disorder in China and to provide clinicians with some advice. Methods We carried out the cost-effectiveness analysis of four antidepressants by establishing a decision tree model. The parameters uncertainty in the model was estimated through one-way sensitivity analysis. Results In terms of average cost-effectiveness ratio (CER), amitriptyline’s was 45.24 RMB, which was the lowest. And the CERs of mirtazapine, escitalopram and venlafaxine were 273.71 RMB, 332.00 RMB and 716.58 RMB, respectively. While in terms of incremental cost-effectiveness ratio (ICER), venlafaxine was excluded as the dominated strategy. When the threshold value of willingness to pay (WTP) was less than 3 420.92 RMB, amitriptyline was the most cost-effective; when the threshold value ranges between 3 420.92 RMB and 4 200 RMB, mirtazapine was the most cost-effective; and when the threshold value was over 4 200 RMB, escitalopram was the most cost-effective. In the one-way sensitivity analysis, when we changed the four kinds of drugs costs within a certain range, the results was not changed with the change of venlafaxine’s cost but changed with the other three drugs costs. Conclusion Clinicians may choose the most cost-effective therapy according to patients’ different WTP values. We suggests that health care institutions should encourage the use of escitalopram clinically and provide subsidies for patients so as to increase the overall society benefit.

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  • Comparison and selection of application methods of meta-analysis results in economic evaluations

    ObjectivesTo compare the common application methods of meta-analysis results used in economic evaluations so as to provide reference and suggestions for similar economic evaluations in future.MethodsFour methods were used to calculate the effectiveness deriving from meta-analysis of omeprazole and esomeprazole in the treatment of peptic ulcer, then substituted into the decision tree model to perform cost-effectiveness analysis.ResultsMethod 1 used the risk difference as the incremental effectiveness. The ICER was ¥2 420, and the equal probability point of the cost-effectiveness acceptability curve (CEAC) in the probability sensitivity analysis was approximately ¥2 600. Method 2 used the effective rate of the study group in high-quality literatures as the benchmark, calculated the effective rate of the control group according to the RR. The ICER was ¥2 016, and the equal probability point of the CEAC was approximately¥2 000. Method 3 was based on the effective rate of the control group in high-quality literatures to calculate the effective rate of the study group according to RR. The ICER was ¥2 420 and the equal probability point of the CEAC was approximately¥2 200; Method 4 used literature weights to calculate the effectiveness, the ICER is ¥2 420, and the equal probability point of the CEAC was about ¥2 400.ConclusionsThe results of the four methods share little difference, and the sensitivity analysis results show that the base case analysis results are more robust. However, in the application process, method 1 lacks specific effectiveness of the two groups and underestimate the variation range of the effectiveness difference when one-way sensitivity analysis was performed. Relevant assumptions are further required to limit the possibility of effectiveness calculated greater than 1 in sensitivity analysis among method 2 and 3. Comprehensively, method 4 can be recommended in the economic evaluations for fewer defects of calculating effectiveness.

    Release date:2018-11-16 04:17 Export PDF Favorites Scan
  • Nafamostat mesylate and unfractionated heparin for continuous renal replacement therapy anticoagulation: a cost minimization analysis based on decision tree model

    ObjectiveTo evaluate the economics of nafamostat mesylate compared with unfractionated heparin for continuous renal replacement therapy anticoagulation. MethodsA decision tree model was constructed to calculate the cost difference between the two anticoagulation methods. Survival analysis data comes from retrospective literature in Asian countries. The cost data comes from procurement data and the prices of medical and health services in some regions. A 72-hour scenario analysis is performed and a sensitivity analysis is performed on key parameters. ResultsThe basic analysis results showed that compared with the unfractionated heparin group, the total cost difference of nafamostat in the 144-hour CRRT treatment was 5 350.34 yuan, and the unfractionated heparin was more economical. In the 72-hour scenario analysis, unfractionated heparin is also more economical. Univariate sensitivity analysis showed that the cost of single-use hemodialysis filters and supporting pipelines and the cost of plasma antithrombin Ⅲ activity (AT-Ⅲ) measurement had a greater impact on the change of the cost difference. The results of probability sensitivity analysis show that the model structure is stable and robust. When the unit price of nafamostat is about 110.82 yuan/piece, the cost of nafamostat and unfractionated heparin in 144-hour CRRT treatment is both 19 185.37 yuan, and the cost difference is 0.ConclusionWhen the unit price of nafamostat mesylate drops to a sufficiently low level, it could have an advantageous health economy.

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  • Cost-effectiveness analysis of chemotherapy regiments in children with newly diagnosed Hodgkin lymphoma

    Objective To evaluate the cost-effectiveness of chemotherapy in children with newly diagnosed Hodgkin lymphoma at low-, intermediate-, and high-risk. Methods From the perspective of health system, a decision-tree model was designed for cost-effectiveness analysis. The chemotherapy regimens of low-risk group included OEPA (vincristine, etoposide, prednisone, doxorubicin), AV-PC (doxorubicin, vincristine, prednisone, cyclophosphamide), and ABVD (doxorubicin, bleomycin, vincristine, dacarbazine); intermediate-risk group included OEPA, ABVE-PC (doxorubicin, bleomycin, vincristine, etoposide, prednisone, cyclophosphamide) and ABVD; high-risk group included OEPA, ABVE-PC, ABVD and BEACOPP (bleomycin, etoposide, doxorubicin, cyclophosphamide, vincristine, procarbazine, prednisone). The effectiveness and cost parameters were derived from the event-free survival rate reported in the literature, the drug linked reference price in Sichuan province, and treatment price of medical institutions. Univariate and probabilistic sensitivity analysis were performed to explore the impact of uncertainty. Results In the low-risk group, compared with AV-PC, the incremental cost-effectiveness ratios (ICER) of OEPA and ABVD were 80 700 yuan and 108 799 yuan, respectively. In the intermediate-risk group, compared with OEPA, the ICER of ABVE-PC and ABVD were −17 737 yuan and −4 701 yuan respectively. In the high-risk group, compared with ABVE-PC, the ICER of OEPA, ABVD and BEACOPP were 149 262, 472 090 and 64 652 yuan, respectively. Univariate sensitivity analysis showed that in low-risk group, the most influential factors were cost of OEPA and cost of ABVD; in moderate-risk group were cost of ABVE-PC and cost of OEPA; in the high-risk group were cost of OEPA, cost of ABVD, and cost of BEACOPP, respectively. The results of probabilistic sensitivity analysis are basically consistent with the main analysis. Conclusion If China's per capita gross domestic product in 2023 (89 358 yuan) was used as the willingness-to-pay (WTP) threshold, OEPA in the low-risk group, OEPA in the intermediate-risk group and BEACOPP in the high-risk group are cost-effective.

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