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  1. effectivehealthcare-admin.ahrq.gov/sites/default/files/cer-242-radiation-therapy-brain-metastases-evidence-summary.pdf
    June 01, 2021 - comparators, and outcome measures and reporting, the number of studies that could be combined for analyses … Random effects meta-analyses computed hazard ratios (HRs), relative risks (RRs), and standardized mean … studies used mixed samples in terms of primary tumor type and prognosis, only WBRT studies allowed analyses … at all, and analyses were only possible for selected outcomes. … Despite the large number of identified research studies, analyses were limited as studies evaluated
  2. effectivehealthcare-admin.ahrq.gov/sites/default/files/pdf/cancer-anemia-update_research-protocol.pdf
    June 16, 2010 - Rather, new analyses are needed. … Study-level and individual patient data meta-analyses. … Ongoing studies and interim analyses. Sources of Full text publications. … Accordingly, the tool will be applied to all meta-analyses. … A random effects model will be assumed for all meta-analyses.
  3. effectivehealthcare-admin.ahrq.gov/sites/default/files/pdf/methods-guidance-quantitative-synthesis_methods.pdf
    October 01, 2010 - Sensitivity Analyses Completing a CER is a structured process. … Studies with zero events in one arm should be included in the analyses. 3.2. … Sensitivity analyses 1. … This article does not address every major issue relevant to meta-analyses. … Measuring inconsistency in meta-analyses. BMJ 2003;327:557–560. 18 48.
  4. effectivehealthcare-admin.ahrq.gov/sites/default/files/methodsguide_conductingquantitativesynthesis.pdf
    October 01, 2010 - Sensitivity Analyses Completing a CER is a structured process. … Studies with zero events in one arm should be included in the analyses. 3.2. … Sensitivity analyses 1. … This article does not address every major issue relevant to meta-analyses. … Measuring inconsistency in meta-analyses. BMJ 2003;327:557–560. 18 48.
  5. effectivehealthcare-admin.ahrq.gov/sites/default/files/related_files/colorectal-surgery-preparation_executive.pdf
    April 01, 2014 - We also performed sensitivity analyses, such as leave-one-out analyses, analyses assuming a fixed-effects … model, analyses including a retracted study, and analyses evaluating alternative network topologies … Fifty-eight studies were included in main analyses. … Forty-two of the 44 RCTs were included in main analyses. … Results were robust in all sensitivity analyses: use of informative priors, leave-one-out analyses,
  6. effectivehealthcare-admin.ahrq.gov/sites/default/files/related_files/antipsychotics-children-update-disposition-170621.pdf
    March 16, 2017 - We have clarified our approach to subgroup analyses, and mentioned that we conducted sensitivity analyses … for outcomes with at least three studies and network meta-analyses for two outcomes. … All analyses were conducted in a Bayesian framework. No response required. … Peer Reviewer 9 Methods It is fine to use Bayesian method to conduct pairwise meta-analyses. … All meta-analyses were random effects. TEP 10 Methods Yes to all.
  7. effectivehealthcare-admin.ahrq.gov/sites/default/files/antipsychotics-children-update-disposition-170621.pdf
    March 16, 2017 - We have clarified our approach to subgroup analyses, and mentioned that we conducted sensitivity analyses … for outcomes with at least three studies and network meta-analyses for two outcomes. … All analyses were conducted in a Bayesian framework. No response required. … Peer Reviewer 9 Methods It is fine to use Bayesian method to conduct pairwise meta-analyses. … All meta-analyses were random effects. TEP 10 Methods Yes to all.
  8. effectivehealthcare-admin.ahrq.gov/products/crohns-disease/research-protocol
    December 01, 2019 - Follow-up duration will be considered in the analyses. … These sensitivity analyses will be compared to our analyses of moderate-to-severe Crohn’s disease. … We will then use these meta-analyses to conduct a network (also called mixed effects) meta-analysis ( … If we identify such variables explaining inconsistency we will stratify the analyses accordingly. … Sensitivity analyses for all Key Questions will include all levels of disease severity.
  9. effectivehealthcare-admin.ahrq.gov/products/grades-predictive-values/abstract
    December 01, 2019 - Evolves From Single Trials to High-Quality Bodies of Evidence We assembled a pool of published meta-analyses … Using cumulative meta-analyses, we graded the SOE of subsets of this evidence at different points in … Using a large sample of meta-analyses, the outcome of interest is the proportion of stable results over … Cochrane Branch (expected stability) and the proportion of stable summary effects from the sample of meta-analyses
  10. effectivehealthcare-admin.ahrq.gov/products/alcohol-misuse-drug-therapy/research
    January 01, 2021 - We conducted meta-analyses using random-effects models. … Our meta-analyses of four head-to-head trials found no statistically significant difference between the … For injectable naltrexone, meta-analyses found no significant benefit for return to any or heavy drinking … Our meta-analyses for variation in naltrexone response related to OPRM1 polymorphisms found no statistically
  11. effectivehealthcare-admin.ahrq.gov/sites/default/files/related_files/colorectal-surgery-preparation_disposition-comments.pdf
    April 30, 2014 - , but not necessarily for the network analyses). … , including analyses not stratified by the use of enema. … We have added results from these analyses for all outcomes. … statistical analyses. … There is just too much information and too many analyses. Thank you.
  12. effectivehealthcare-admin.ahrq.gov/sites/default/files/related_files/cer-265-radiation-bone-disease-disposition-comments.pdf
    August 29, 2023 - The Appendix also contains analyses based on last follow-up. … For meta-analyses looking at post-RT up to 4 weeks, if studies reported earlier time frames, we used … The report analyses, tables and plots are consistent with the protocol for answering the key questions … arms (i.e., non-comparative analyses). … These additional analyses would be beyond the scope of the protocol and raise methodological concerns
  13. effectivehealthcare-admin.ahrq.gov/products/uterine-fibroids-2010/research
    September 01, 2019 - The team also reviewed the findings from the preliminary data analyses conducted for this project. … The data analyses produced descriptive profiles of patient populations with a uterine fibroid diagnosis … While the data analyses provided valuable insights into variation in treatment patterns, they also highlighted … the limitations of retrospective claims-based data analyses, including an inability to adjust data to … The two primary goals of these data analyses are: (1) to provide information on treatment patterns and
  14. effectivehealthcare-admin.ahrq.gov/sites/default/files/related_files/heart-disease-ace-inhibitor-arb-disposition.pdf
    March 10, 2010 - We really wanted to conduct these analyses but as we discuss in KQ7, we cannot fully provide this data … We acknowledge We now specify which ACE inhibitors and ARBs were included in the different analysesanalyses, there is a complicated matrix of different analyses partitioned according to population, … We strongly suggest that the EPC eliminate those analyses in which studies of ACE inhibitors and ARBs … In our revised CER we now provide more insight into our rationale for conducting the analyses in this
  15. effectivehealthcare-admin.ahrq.gov/sites/default/files/related_files/menopause-protocol-130612.pdf
    June 12, 2013 - Other meta-analyses and systematic reviews will not be included. … insufficienta Meta-analyses/systematic reviews Include Observational studies Include if meta-analyses … Conducting Meta-Analyses in R with the metafor Package. … How should meta-regression analyses be undertaken and interpreted? … Baseline risk as predictor of treatment benefit: three clinical meta-re-analyses.
  16. effectivehealthcare-admin.ahrq.gov/products/rheumatoid-arthritis-medicine-update/research-protocol
    September 01, 2019 - We will adapt the Cochrane ROB tool 26 for RCT trials by adding items about the statistical analyses … Unlike the prior update, this review will not synthesize relevant SRs or meta-analyses with findings … We will interpret results of such analyses cautiously. … will include them only in sensitivity analyses. … Measuring inconsistency in meta-analyses.
  17. effectivehealthcare-admin.ahrq.gov/products/preterm-birth-terbutaline-pump/research-protocol
    December 01, 2019 - Exploring heterogeneity The primary analyses for KQ1 and KQ2 are inherently subgroup analyses to assess … Sensitivity analyses Sensitivity analyses are planned to explore the robustness of combined estimates … at high risk of bias; limiting meta-analyses to randomized trials only; and including studies in meta-analyses … Sensitivity analyses will take the form of subgroup analyses as described above. … Sensitivity analyses In addition to the sensitivity analyses outlined above, we will conduct sensitivity
  18. effectivehealthcare-admin.ahrq.gov/sites/default/files/pdf/choice-of-mean_white-paper.pdf
    April 01, 2015 - These meta-analyses included 5 to 13 studies and 218 to 4,100 patients (Table 2). … The other three meta-analyses compared sleepiness16 and depression18 variables. … These meta-analyses included 3 to 17 studies and 215 to 3,252 patients (Table 3). … These meta-analyses revealed no clear common characteristics. 8 Table 2. … Measuring inconsistency in meta-analyses. BMJ. 2003 Sep 6;327(7414):557-60.
  19. effectivehealthcare-admin.ahrq.gov/sites/default/files/related_files/cer-276-ocd-executive-summary.pdf
    December 01, 2024 - Where there was sufficient evidence, we conducted random effects network and pairwise meta-analyses. … Network meta-analyses indicated that remote ERP is equivalent to in-person ERP for OCD symptoms and … We found 15 studies (2 RCTs and 13 single-arm studies) that reported multivariable analyses of predictors … Given the relatively sparse evidence within comparator-outcome categories, we did not perform subgroup analyses … , including non-white, low socioeconomic status children, and of sufficient size to allow subgroup analyses
  20. effectivehealthcare-admin.ahrq.gov/products/treatment-effects-bias/research
    November 01, 2017 - We included meta-epidemiological studies (studies drawing from multiple meta-analyses), meta-analyses … Within many epidemiological studies, the included meta-analyses or trials varied along these dimensions … evaluating precision in meta-epidemiological studies developed from potentially heterogeneous meta-analyses … We suggest that systematic reviewers consider subgroup analyses, with and without studies with flaws

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