meta analyses

How to Conduct a Meta-analysis?

Conducting a meta-analysis involves several steps:
1. Formulating the Research Question: A well-defined research question is essential. It should be specific and focused.
2. Literature Search: Conducting a comprehensive literature search using databases such as PubMed, CINAHL, and Cochrane Library to identify relevant studies.
3. Selection of Studies: Applying inclusion and exclusion criteria to select studies that are methodologically sound and relevant to the research question.
4. Data Extraction: Extracting data from the selected studies, including sample size, effect sizes, and other relevant variables.
5. Statistical Analysis: Using statistical software to combine the data and calculate the overall effect size. Techniques such as fixed-effect or random-effects models are commonly used.
6. Interpretation of Results: Interpreting the findings in the context of the existing body of knowledge and making recommendations for practice or further research.

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