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1. A Bayesian Hierarchical Model Estimating CACE in Meta-analysis of Randomized Clinical Trials With Noncompliance | Effective Health Care (EHC) Program
   effectivehealthcare-admin.ahrq.gov/products/grant-manuscripts/randomized-clinical-trials-abstract
   June 01, 2024 - Evidence Reports A Bayesian Hierarchical Model Estimating CACE in Meta-analysis … SHARE: A Bayesian Hierarchical Model Estimating CACE in Meta-analysis … Abstract | September 2019 Noncompliance to assigned treatment is a common challenge in analysis … In this article, we present a Bayesian hierarchical model to estimate the CACE in a meta-analysis of … The results are illustrated by a re-analysis of a meta-analysis comparing the effect of epidural analgesia

2. OpenMetaAnalyst: Powerful Open-Source Software for Meta-Analysis | Effective Health Care (EHC) Program
   effectivehealthcare-admin.ahrq.gov/products/open-meta-analyst/abstract
   August 01, 2019 - Background : Meta-analysis, the quantitative synthesis of information from independent sources (studies … Approach : OpenMetaAnalyst is a free, cross-platform, open-source program for performing meta-analysis … More specifically, the software will include methods for performing Bayesian meta-analysis, multivariate … meta-analysis and network meta-analysis in addition to all standard fixed and random effects methods … Project Timeline OpenMetaAnalyst: Powerful Open-Source Software for Meta-Analysis Feb 22, 2012

3. Empirical and Simulation-Based Comparison of Univariate and Multivariate Meta-Analysis for Binary Outcomes | Effective Health Care (EHC) Program
   effectivehealthcare-admin.ahrq.gov/products/methods-binary-outcomes-evaluation/research
   November 01, 2017 - Empirical and Simulation-Based Comparison of Univariate and Multivariate Meta-Analysis … We aimed to compare separate (univariate) with joint (multivariate) meta-analysis in real examples and … We analyzed these data with univariate and multivariate meta-analysis. … In principle, multivariate meta-analysis utilizes more information through the correlations; therefore … Multivariate meta-analysis should be preferred over univariate meta-analysis for estimating differences

4. Rapid Network Meta-analysis Using Data From Food and Drug Administration Approval Packages Is Feasible but With Limitations | Effective Health Care (EHC) Program
   effectivehealthcare-admin.ahrq.gov/products/grant-manuscripts/rapid-network-abstract
   June 01, 2024 - Home Evidence Reports Rapid Network Meta-analysis … SHARE: Rapid Network Meta-analysis … two sources with bibliographic databases as an evidence base for a systematic review and network meta-analysis … Rapid network meta-analysis using data from Food and Drug Administration approval packages is feasible … 2024 Internet Citation: Abstract: Rapid Network Meta-analysis

5. Simulation-Based Comparison of Methods for Meta-Analysis of Proportions and Rates | Effective Health Care (EHC) Program
   effectivehealthcare-admin.ahrq.gov/products/metanalysis-proportion-rate-comparison/research
   November 01, 2017 - Evidence Reports Simulation-Based Comparison of Methods for Meta-Analysis … SHARE: Simulation-Based Comparison of Methods for Meta-Analysis … Many statistical methods can be used for meta-analysis of rates and proportions. … an extensive simulation study to assess the statistical properties of alternative approaches to meta-analysis … Project Timeline Simulation-based Comparison of Methods for Meta-Analysis of Proportions and Rates

6. mmeta: Exact Bayesian Inference for Multivariate Meta-analysis of Binary Outcomes | Effective Health Care (EHC) Program
   effectivehealthcare-admin.ahrq.gov/products/mmeta/abstract
   April 01, 2018 - SHARE: mmeta: Exact Bayesian Inference for Multivariate Meta-analysis … Page Contents Topic Abstract Multivariate meta-analysis … We proposed a novel model for multivariate meta-analysis of binary outcomes where the risks are modeled … Approach mmeta is a free, cross-platform, open-source program for performing meta-analysis for combining … Project Timeline mmeta: Exact Bayesian inference for multivariate meta-analysis of binary outcomes

7. Serum free light chain analysis for the diagnosis | Effective Health Care (EHC) Program
   effectivehealthcare-admin.ahrq.gov/get-involved/nominated-topics/serum-free-light-chain-analysis-for-the-diagnosis
   November 01, 2017 - SHARE: Serum free light chain analysis … Serum free light chain analysis for the diagnosis Project Timeline Serum … Free Light Chain Analysis for the Diagnosis, Management, and Prognosis of Plasma Cell Dyscrasias … originally created June 2009 Internet Citation: Serum free light chain analysis … https://effectivehealthcare.ahrq.gov/get-involved/nominated-topics/serum-free-light-chain-analysis-for-the-diagnosis

8. Multi-Criteria Decision Analysis Techniques to Integrate Stakeholder Preferences in Comparative Effectiveness Research (Audio Presentation) | Effective Health Care (EHC) Program
   effectivehealthcare-admin.ahrq.gov/products/stakeholders-engagement-others/slides-2012
   November 01, 2017 - Home Evidence Reports Multi-Criteria Decision Analysis … SHARE: Multi-Criteria Decision Analysis … describes how two preference elicitation techniques, Analytic Hierarchy Process (AHP) and Conjoint Analysis … These techniques are now widely used for cost-benefit analysis in health and environmental economics. … He chairs the ISPOR Conjoint Analysis Experimental Design Task Force.

9. 1. Does mass spectrometric analysis and therapeutic monitoring of tacrolimus as compared with immunoassay analysis and therapeutic monitoring produce a) better organ survival rate, b) fewer rejections, c) less nephrotoxicity and/or d) cost… | Effective Health Care (EHC) Program
   effectivehealthcare-admin.ahrq.gov/get-involved/nominated-topics/1-does-mass-spectrometric-analysis-and-therapeutic-monitoring-of-tacrolimus-as-compared-with-immunoassay-analysis-and-therapeutic-monitoring-produce-a-better-organ-survival-rate-b-fewer-rejections-c-less-nephrotoxicity-andor
   November 01, 2017 - Does mass spectrometric analysis and therapeutic monitoring of tacrolimus as compared with immunoassay … analysis and therapeutic monitoring produce a) better organ survival rate, b) fewer rejections, c) less … Does mass spectrometric analysis and therapeutic monitoring of tacrolimus as compared with immunoassay … analysis and therapeutic monitoring produce a) better organ survival rate, b) fewer rejections, c) … Does mass spectrometric analysis and therapeutic monitoring of tacrolimus as compared with immunoassay

10. Quantitative Synthesis: Chapter 5. Network Meta-Analysis (pdf file)
    effectivehealthcare-admin.ahrq.gov/sites/default/files/pdf/ehc-presentation-quantitative-synthesis-chapter-5.pdf
    February 01, 2018 - Network Meta-Analysis Quantitative Synthesis Chapter 5. … Network meta-analysis schematic • Network meta-analysis can be explained thus: ► If we know that intervention … A Bayesian network meta-analysis for binary outcome: how to do it. … Checking consistency in mixed treatment comparison meta-analysis. … Network Meta-Analysis Learning objective Network meta-analysis Network meta-analysis schematic Assumptions

11. Integrating stakeholder preferences in comparative effectiveness research using multi-criteria decision analysis (MCDA) and Conjoint Analysis (CA) (pdf file)
    effectivehealthcare-admin.ahrq.gov/sites/default/files/mcda-ijzerman.pdf
    January 01, 2011 - Integrating stakeholder preferences in comparative effectiveness research using multi-criteria decision analysis … research using multi-criteria decision analysis (MCDA) and Conjoint Analysis (CA) Maarten J. … and Conjoint Analysis  Multi-criteria Decision analysis (MCDA) is a subdiscipline of operations research … Slide 7 Conjoint analysis  Each participant receives N choice sets. … Conjoint analysis methods MCDA (e.g.

12. Meta-analysis of Test Performance Evidence When There is a “Gold Standard” Reference Standard (ppt file)
    effectivehealthcare-admin.ahrq.gov/sites/default/files/medical-test-reviews-meta-analysis.ppt
    June 01, 2012 - Meta-analysis of Test Performance Evidence When There is a “Gold Standard” Reference Standard Meta-analysis … Multivariate meta-analysis of sensitivity and specificity (i.e., joint analysis of both) should be performed … Ideally, the analysis of both quantities should be performed jointly using multivariate meta-analysis … An independent meta-analysis of sensitivity and specificity can be done, or a joint meta-analysis of … Qualitative analysis with graphs and quantitative analysis with proper methods are encouraged.

13. Meta-analysis of Test Performance Evidence When There is a “Gold Standard” Reference Standard (ppt file)
    effectivehealthcare-admin.ahrq.gov/sites/default/files/related_files/medical-test-reviews-meta-analysis.ppt
    June 01, 2012 - Meta-analysis of Test Performance Evidence When There is a “Gold Standard” Reference Standard Meta-analysis … Multivariate meta-analysis of sensitivity and specificity (i.e., joint analysis of both) should be performed … Ideally, the analysis of both quantities should be performed jointly using multivariate meta-analysis … An independent meta-analysis of sensitivity and specificity can be done, or a joint meta-analysis of … Qualitative analysis with graphs and quantitative analysis with proper methods are encouraged.

14. Critical Analysis of the Evidence for Patient Safety Practices | Effective Health Care (EHC) Program
    effectivehealthcare-admin.ahrq.gov/products/patient-safety-practices/research-protocol
    December 01, 2019 - FAQs Home Evidence Reports Critical Analysis … Background and Objectives for the Systematic Review The critical systematic review and analysis of … The analysis will assess the evidence of the effectiveness of new safe practices and the adoption of … Technical Experts do not do analysis of any kind nor contribute to the writing of the report and have … Project Timeline Critical Analysis of the Evidence for Patient Safety Practices Nov 8, 2011

15. Chapter 8: Meta-Analysis of Test Performance When There Is a “Gold Standard” | Effective Health Care (EHC) Program
    effectivehealthcare-admin.ahrq.gov/products/methods-guidance-tests-metaanalysis/methods
    December 01, 2019 - complex than the meta-analysis of interventions or associations. … This is the same analysis as in Table 8–2. Table 8–2. … Regression methods for meta-analysis of diagnostic test data. … Explaining heterogeneity in meta-analysis: a comparison of methods. … Meta-analysis of test performance when there is a “gold standard.”

16. For all patients, addressing continuum of care, has research analysis been performed to promote the benefit of certified nurse case managers working with physicians to promote appropriate utilization of services and to facilitate cost… | Effective Health Care (EHC) Program
    effectivehealthcare-admin.ahrq.gov/get-involved/nominated-topics/for-all-patients-addressing-continuum-of-care-has-research-analysis-been-performed-to-promote-the-benefit-of-certified-nurse-case-managers-working-with-physicians-to-promote-appropriate-utilization-of-services-and-to-facilit
    November 01, 2017 - SHARE: For all patients, addressing continuum of care, has research analysis … For all patients, addressing continuum of care, has research analysis been performed to promote the benefit … Internet Citation: For all patients, addressing continuum of care, has research analysis … effectivehealthcare.ahrq.gov/get-involved/nominated-topics/for-all-patients-addressing-continuum-of-care-has-research-analysis-been-performed-to-promote-the-benefit-of-certified-nurse-case-managers-working-with-physicians-to-promote-appropriate-utilization-of-services-and-to-facilit

17. Transparency of Reporting Requirements: Tympanostomy Tubes | Effective Health Care (EHC) Program
    effectivehealthcare-admin.ahrq.gov/products/transparency-tympanostomy/research-protocol
    March 01, 2021 - Deviations from the protocol's analysis plan may be suggestive of selective analysis reporting. … ), or a change in statistical significance (by meta-analysis). … Detecting and adjusting for small-study effects in meta-analysis. … Meta-analysis, funnel plots and sensitivity analysis. Biostatistics. 2000 Sep;1(3):247-62. … A sensitivity analysis for publication bias in systematic reviews.

18. Evaluating Practices and Developing Tools for Comparative Effectiveness Reviews of Diagnostic Test Accuracy: Methods for the Joint Meta-Analysis of Multiple Tests | Effective Health Care (EHC) Program
    effectivehealthcare-admin.ahrq.gov/products/diagnostic-tests-accuracy/research
    November 01, 2017 - Structured Abstract Background Existing methods for meta-analysis of diagnostic test accuracy focus … Methods We extend the bivariate meta-analysis method proposed by Reitsma et al. … Application Published meta-analysis of 11 studies on the screening accuracy of detecting trisomy 21 … Conclusions The joint meta-analysis of multiple tests is feasible. … Methods for the joint meta-analysis of multiple tests.

19. Minimal Modeling Approaches to Value of Information Analysis for Health Research | Effective Health Care (EHC) Program
    effectivehealthcare-admin.ahrq.gov/products/methods-future-value-of-information/research
    December 01, 2019 - Home Evidence Reports Minimal Modeling Approaches to Value of Information Analysis … SHARE: Minimal Modeling Approaches to Value of Information Analysis … can directly characterize uncertainty in health outcomes, it may sometimes be possible to perform VOI analysis … Minimal modeling approaches to value of information analysis for health research . … Project Timeline Minimal Modeling Approaches to Value of Information Analysis for Health Research

20. Evaluating the Potential Use of Modeling and Value-of-Information Analysis for Future Research Prioritization Within the Evidence-based Practice Center Program | Effective Health Care (EHC) Program
    effectivehealthcare-admin.ahrq.gov/products/value-of-information-modeling/research
    December 01, 2019 - Home Evidence Reports Evaluating the Potential Use of Modeling and Value-of-Information Analysis … Evaluating the Potential Use of Modeling and Value-of-Information Analysis … addressed, the Duke EPC reviewed the use of modeling techniques, including value-of-information (VOI) analysis … Of the 60 unique modeling-based papers, all but 8 used cost-effectiveness analysis and VOI, with most … Project Timeline Evaluating the Potential Use of Modeling and Value-of-Information Analysis for Future