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[Sticky] What are the steps to perform systematic review and meta-analysis?

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A systematic review and meta-analysis are rigorous research methods used to synthesize evidence from multiple studies. Here's a step-by-step guide:

# Systematic Review Steps
1. *Formulate a research question*: Clearly define the research question, including the population, intervention, comparator, outcome (PICO), and study design.
2. *Develop an inclusion/exclusion criteria*: Establish criteria for study selection, including language, publication date, study design, and population.
3. *Conduct a literature search*: Search multiple databases (e.g., PubMed, Embase, Cochrane Library), grey literature, and reference lists.
4. *Screen and select studies*: Apply inclusion/exclusion criteria to select relevant studies.
5. *Assess study quality*: Evaluate the methodological quality of included studies using standardized tools (e.g., Cochrane Risk of Bias Tool).
6. *Extract data*: Collect relevant data from included studies, such as study characteristics, outcomes, and results.
7. *Synthesize results*: Summarize the findings of included studies, using narrative or quantitative methods.

# Meta-Analysis Steps
1. *Determine the meta-analysis approach*: Choose between fixed-effect or random-effects models, depending on the study heterogeneity.
2. *Select the effect measure*: Decide on the effect measure to use (e.g., odds ratio, mean difference, standardized mean difference).
3. *Calculate the effect size*: Compute the effect size for each study using the selected effect measure.
4. *Assess heterogeneity*: Evaluate the heterogeneity between studies using statistical tests (e.g., Cochran's Q, I²).
5. *Perform the meta-analysis*: Use software (e.g., RevMan, R, Stata) to combine the effect sizes and calculate the overall effect estimate.
6. *Interpret the results*: Explain the findings, including the overall effect estimate, confidence intervals, and statistical significance.

# Additional Steps
1. *Register the systematic review*: Register the review protocol on a database (e.g., PROSPERO) to promote transparency and avoid duplication.
2. *Publish the review*: Submit the systematic review and meta-analysis for publication in a peer-reviewed journal.
3. *Update the review*: Periodically update the review to incorporate new evidence and maintain the currency of the findings.

 
Posted : 24/02/2025 8:08 pm
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https://www.youtube.com/watch?v=k2mXcQ1BUNw

 
Posted : 24/02/2025 8:09 pm
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