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Which review is that? A guide to review types

A typology of literature reviews

Bayesian Meta-analysis

 

"A method used in meta-analysis to offer flexibility in handling data from diverse study types (i.e., the integration qualitative and quantitative forms of evidence). It allows qualitative evidence to contribute to meta-analysis by identifying variables to be included and providing evidence about effect sizes (qualitative evidence gets converted into quantitative form); and helps to ensure that meta-analyses more properly reflect the diversity of evidence at primary level – it recognizes the fact that evidence from multiple sources usually needs to be combined to inform policy decisions." (Sutton, AJ, 2001).

 

Further Reading/Resources

Cochrane Handbook for Systematic Reviews of Interventions, Section 10.13 Bayesian approaches to meta-analysis. Link

Hu, D., O'Connor, A. M., Wang, C., Sargeant, J. M., & Winder, C. B. (2020). How to conduct a Bayesian network meta-analysis. Frontiers in veterinary science7, 271. Full Text


Sutton, A. J., & Abrams, K. R. (2001). Bayesian methods in meta-analysis and evidence synthesis. Statistical methods in medical research10(4), 277-303. Full Text


Voils, C., Hassselblad, V., Crandell, J., Chang, Y., Lee, E., & Sandelowski, M. (2009). A Bayesian method for the synthesis of evidence from qualitative and quantitative reports: the example of antiretroviral medication adherence. Journal of health services research & policy, 14(4), 226-233. Full Text
 

Example

Roberts, K. A., Dixon-Woods, M., Fitzpatrick, R., Abrams, K. R., & Jones, D. R. (2002). Factors affecting uptake of childhood immunisation: a Bayesian synthesis of qualitative and quantitative evidence. The Lancet360(9345), 1596-1599. Full Text

 

References
Sutton, A. J., & Abrams, K. R. (2001). Bayesian methods in meta-analysis and evidence synthesis. Statistical methods in medical research10(4), 277-303. Full Text


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