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Mind map

Systematic review

Sintip Patt English

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Systematic review

  1. Highest hierarchy of the clinical evidence

    • Systematic reviews
    • RCTs
    • Observational
    • Consensus
    • Case report
    • Expert opinion
  2. Meaning

    • Meta-analysis
      • Biostatistics technique that pools all results (> 2 studies)
        • Reported as Forest plot
    • Scoping review
      • Identify types of literature, key concepts, gaps of knowledge
        • Precursor of systematic review
    • Narrative review
      • Explain mechanisms of disease/development of technique
        • Risks of selection bias, specific use
    • Systematic review
      • Methods including analysis and summary of evidence
  3. Characteristics

    • Several steps to decrease risks of bias
      • Bias = systematic errors
        • Define risks of bias to prevent misinterpretation
          • Cochrane RoB
            • Review author judgement
              • Low
              • High
              • Unclear
                • Not enogh information
            • 7 domains
              • Random sequence generation
                • Decrease selection bias
                  • Low risk: unpredictable
                  • High risk: predictatble
              • Allocation concealment
              • Blinding participants/personnel
                • Decrease performance bias
                • Fail: high risk
              • Blinding outcome assessment
                • Decrease detection bias
                • Some objective outcomes are not affected: low risk
                • Subjective outcomes
              • Incomplete outcome data
                • Decrease attrition bias
                • Missing data
                  • How many?
                  • From what?
                  • How to analyze?
                    • Intention-to-treat
                      • Prefered for efficacy
                    • Per-protocol
                      • Preferred for adverse events
                    • As treated
                      • High risk of bias
                    • Imputation
                      • Need some assumption
                        • Consult statistician
              • Selective reporting
                • Decrease reporting bias
                  • Different between protocol/method and reported results
              • Others
                • Include
                  • Non-parallel RCT, baseline imbalance, block without blind, DDx
                • Not include
                  • Sample size, diversity, EC, funding
            • Overall: aggregated effect
              • Selection/subgroup/meta-regression: prespecified
          • Summarized by outcomes, by studies
    • Specific PICOT question
      • Intervention
      • Diagnosis
      • Prognosis
    • Use PRISMA guideline
    • Define inclusion criteria for screening
    • PROSPERO registration
    • Searching strategies
      • At least 2 electronic databases
      • References of searched studies
      • Grey literature
      • Communication to researchers/sponsors
      • No language restriction
    • Duplicate process: at least 2 assessors
      • Kappa > 0.6
      • At least for screening for inclusion, extraction, RoB
    • Results
      • Qualitative (narrative)
      • Meta-analysis
        • Increase effect size, precision
        • Risks of overestimation/contaminated from poor study
        • Heterogeneity: I2 fixed/random effect
    • Summary of findings
      • Confidence of evidence
        • Veryl low/low/moderate/high
        • GRADE system
          • Decreased if...
            • Risks of bias
            • Inprecision
            • Inconsistency
            • Indirectness
            • Publication bias
              • Funnel plot
          • Increase if...
            • Large effect
            • Dose-response effect
            • Demonstrating plausible confounding (opposite direction)
        • Starting GRADE
          • RCT: high, moderate
          • Observational: low/very low
  4. Applicability

    • Patients' values and preferences
    • Before giving recommendation
    • Benefits and harms
    • Implementation (health care rescource)
    • Feasibility
    • Acceptablity
  5. Conclusion

    • PICO: critical steps
    • Teamworks
    • Meta-analysis if applicable only
    • Confidence: GRADE system

Information

Description
Mind Map on Systematic review, created by Sintip Patt on 19/04/2024.
Created by
Sintip Patt
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