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  1. effectivehealthcare.ahrq.gov/products/methods-guidance-tests-metaanalysis/slides
  2. effectivehealthcare.ahrq.gov/sites/default/files/wysiwyg/missing-data-registries-guide-3rd-ed-addendum-white-paper.pdf
    February 01, 2018 - example, sex) can produce unbiased results in analysis … removed in analysis (see below sections for analytic strategies). … Complete Case Analysis The complete case analysis strategy restricts the analysis to patients with … Using causal diagrams to guide analysis in missing data problems. … Using causal diagrams to guide analysis in missing data problems.
  3. effectivehealthcare.ahrq.gov/sites/default/files/estimation-and-reporting_chapter-3.pptx
    January 01, 2013 - To estimate treatment effects in clinically relevant subgroups (subgroup analysis) 2. … This type of analysis evaluates the treatment effect for a number of subgroups, one variable at a time … Subgroup Analysis Subgroup analysis is the most popular analytic approach for examining heterogeneity … The study intent, design, and analysis are all focused on the subgroup hypotheses to be tested. … Descriptive subgroup analysis The main goal of descriptive subgroup analysis is to describe the subgroup
  4. Dia 1 (pdf file)

    effectivehealthcare.ahrq.gov/sites/default/files/ijzerman_ahrq-webinar-mcda.pdf
    January 01, 2011 - Integrating stakeholder preferences in comparative effectiveness research using multi-criteria decision analysis … (MCDA) and Conjoint Analysis (CA) Maarten J. … L3.2 = 0.5 L2,1 = 0.25 L2,2 = 0.25 L3,1 = 0.25 L3,1 = 0.25 4 Multi-criteria decision analysis … and Conjoint Analysis  Multi-criteria Decision analysis (MCDA) is a subdiscipline of operations … Conjoint analysis methods  Helps to improve judgment  Decomposed  Hierarchical  Low cognitive
  5. effectivehealthcare.ahrq.gov/sites/default/files/related_files/liver-cancer_executive.pdf
    October 01, 2014 - MRI and CT performed similarly when patients with HCC were the unit of analysis, but sensitivity was … higher for MRI than for CT when HCC lesions were the unit of analysis (pooled difference 0.09; 95% … Surveillance settings Unit of analysis: patients with HCC CT Sensitivity: Low Specificity: Low … Surveillance settings Unit of analysis: patients with HCC MRI or PET Insufficient No evidence … Nonsurveillance settings Unit of analysis: HCC lesions CT Sensitivity: Moderate Specificity:
  6. Slide 1 (pdf file)

    effectivehealthcare.ahrq.gov/sites/default/files/introductory-slides-ahrq-cf-webinar.pdf
    August 27, 2012 - Stakeholder Preferences in Comparative Effectiveness Research: Potential Uses of Multi-Criteria Decision Analysis … approaches to eliciting and quantifying stakeholder preferences Compare and contrast Conjoint Analysis … reviews of existing research  Decision modeling, with or without cost information  Retrospective analysis … Chair of the ISPOR Conjoint Analysis (CA) Experimental Design Task Force. Dr. … Forum Team) 10:30-10:40 AM An introduction to the use of Analytical Hierarchy Process and Conjoint Analysis
  7. effectivehealthcare.ahrq.gov/sites/default/files/medical-test-reviews-options-summarizing.ppt
    June 01, 2012 - The systematic reviewers first attempted to use analysis option 3, then moved on to analysis option 2 … Systematic Review Example: Analysis Option 3 — Naïve Estimates The reviewers decided on the third analysis … Systematic Review Example: Analysis Option 2 — Pooled Data Analysis Dashed line = line of perfect agreement … Systematic Review Example: Analysis Option 2 — Pooled Data Analysis Here is an example of the analysisAnalysis options 1, 2, and 3 are recommended. Analysis option 4 requires expert statistical help.
  8. effectivehealthcare.ahrq.gov/sites/default/files/related_files/medical-test-reviews-options-summarizing.ppt
    June 01, 2012 - The systematic reviewers first attempted to use analysis option 3, then moved on to analysis option 2 … Systematic Review Example: Analysis Option 3 — Naïve Estimates The reviewers decided on the third analysis … Systematic Review Example: Analysis Option 2 — Pooled Data Analysis Dashed line = line of perfect agreement … Systematic Review Example: Analysis Option 2 — Pooled Data Analysis Here is an example of the analysisAnalysis options 1, 2, and 3 are recommended. Analysis option 4 requires expert statistical help.
  9. effectivehealthcare.ahrq.gov/sites/default/files/related_files/kidney-stones-draft-appendi-c.xlsx
    January 01, 2024 - 1: added HTN and gout to model Sens Analysis 2: excluded thiazides typically used for HTN Sens Analysis … was done as a sensitivity analysis; No prespecified analysis plan Fernandez-Rodriguez, 2006 Fernandez-Rodriguez … Was an appropriate analysis used to estimate the effect of assignment to intervention? … Is the result based on a complete case analysis? … Description Was the analysis based on imputing missing values?
  10. S166 (pdf file)

    effectivehealthcare.ahrq.gov/sites/default/files/s166.pdf
    October 01, 2007 - meta-analysis. … Systematic Reviews in Health Care: Meta-Analysis in Context. … Bayesian methods in meta analysis. In: Methods for Meta-Analysis n Medical Research. … Bayesian approaches to ran- dom-effects meta-analysis: a comparative study. … The random effects procedure is then followed as a normal meta-analysis of 2 studies.
  11. effectivehealthcare.ahrq.gov/sites/default/files/related_files/episodic-migraine-surveillance-report-3.pdf
    August 01, 2022 - SOE is not applicable for subgroup analysis KQ 2. Other interventions: Propofol vs. … A systematic review and meta-analysis. … Intravenous sodium valproate for acute migraine: a meta-analysis. … Real- world data analysis of REN treatment in migraine patients. … with a replicability analysis.
  12. effectivehealthcare.ahrq.gov/products/obesity-child/research-protocol
  13. effectivehealthcare.ahrq.gov/products/grant-manuscripts/graphical-augmentations-abstract
  14. effectivehealthcare.ahrq.gov/sites/default/files/related_files/traumatic-brain-injury-rehabilitation-surveillance-160902.pdf
    October 08, 2025 - $A$revisited$Rasch$analysis$study. … $ ( Current(Literature(Analysis:( •$ We$identified$no$studies$meeting$inclusion$criteria. … $ ( Current(Literature(Analysis:( •$ We$identified$no$studies$meeting$inclusion$criteria. … $ ( Current(Literature(Analysis:( •$ We$identified$no$studies$meeting$inclusion$criteria. … ( ( Current(Literature(Analysis:( •$ We$identified$no$studies$meeting$inclusion$criteria.
  15. effectivehealthcare.ahrq.gov/sites/default/files/pdf/malnutrition-hospitalized-adults-protocol.pdf
    October 19, 2020 - Decisions about whether meta-analysis is appropriate will depend on the judged clinical homogeneity … using the Hartung-Knapp method.17,18 Meta-regression and subgroup analysis will be used to explore … analysis). … A refined method for the meta-analysis of controlled clinical trials with binary outcome. … Random-effects meta-analysis of inconsistent effects: a time for change.
  16. effectivehealthcare.ahrq.gov/sites/default/files/related_files/cancer-ovarian-contraceptives_executive.pdf
    June 01, 2013 - We included data from pooled analysis articles in our meta- analysis if (1) none of the individual studies … included in the pooled analysis had already been included for meta- analysis, (2) at least half the … under consideration in the analysis, and (3) data in the pooled analysis were presented such that inclusion … in the current meta-analysis was feasible. … A pooled meta-analysis of 11 studies (3 case-control, 1 pooled analysis, and 7 cohort, of which 4
  17. Layout 1 (pdf file)

    effectivehealthcare.ahrq.gov/sites/default/files/related_files/registries-guide_executive.pdf
    April 01, 2007 - Analysis and Interpretation Analysis and interpretation of registry data begin with answering a series … Analysis of registry outcomes first requires an analysis of the completeness of data collection and data … plan that contains sufficient detail to explain the main focus and proposed methods of analysisAnalysis • Accepted analytic techniques are used; these may be augmented by new or novel approaches … Analysis • Loss to followup is characterized at key stages during the conduct of the study.
  18. effectivehealthcare.ahrq.gov/sites/default/files/reporting.ppt
    September 01, 2009 - A systematic review and meta-analysis of randomized placebo-controlled trials. … Methods: Additional Analyses Additional analysis, such as a subgroup analysis or a meta-regression, should … Systematic review and meta-analysis of randomised controlled trials. BMJ 2005;331:313-21. … Meta-analysis: chondroitin for osteoarthritis of the knee or hip. … A systematic review and meta-analysis of randomized placebo-controlled trials.
  19. effectivehealthcare.ahrq.gov/sites/default/files/related_files/main-apps-surv-report-3-acute-pain.pdf
    June 01, 2022 - (meta-analysis performed if new evidence was large relative to the studies in the original meta- analysis … ); consistency in findings between the new studies and the original meta-analysis (meta- analysis performed … and a trial sequential analysis. … Effect of preemptive acetaminophen on opioid consumption: a meta-analysis. … Meta-analysis Results Figure G-1.
  20. effectivehealthcare.ahrq.gov/sites/default/files/pdf/telehealth-acute-chronic_research-protocol.pdf
    February 15, 2017 - A network meta-analysis of therapies for previously untreated chronic lymphocytic leukemia. … Bayesian models for the analysis of genetic structure when populations are correlated. … or/1-4 6 limit 5 to (meta analysis or systematic reviews) 7 meta-analysis.pt. 8 meta-analysis/ or … systematic review/ or meta-analysis as topic/ or "meta analysis (topic)"/ or "systematic review (topic … or systematic reviews) 10 meta-analysis.pt. 11 meta-analysis/ or systematic review/ or meta-analysis

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