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New South Wales , Nail Technology , Beauty Services , Deputy Premier , Tertiary Education Prue Car , Fee Free Certificate , Salon Assistant , Liberal National , Minns Labor Government , Minns Labor , Teacher Beauty , Rebecca Hamilton ,

Prevalence and predictors of data and code sharing in the medical and health sciences: systematic review with meta-analysis of individual participant data

Objectives To synthesise research investigating data and code sharing in medicine and health to establish an accurate representation of the prevalence of sharing, how this frequency has changed over time, and what factors influence availability.

Design Systematic review with meta-analysis of individual participant data.

Data sources Ovid Medline, Ovid Embase, and the preprint servers medRxiv, bioRxiv, and MetaArXiv were searched from inception to 1 July 2021. Forward citation searches were also performed on 30 August 2022.

Review methods Meta-research studies that investigated data or code sharing across a sample of scientific articles presenting original medical and health research were identified. Two authors screened records, assessed the risk of bias, and extracted summary data from study reports when individual participant data could not be retrieved. Key outcomes of interest were the prevalence of statements that declared that data or code were publicly or pr ....

Ovid Embase , Kyungwan Hong , Jason Wasiak , Steve Mcdonald , Hannah Fraser , Anisa Rowhani Farid , Ovid Medline , Fiona Fidler , Veritas Health Innovation , University Of Melbourne , Australian Research Council , Rr Foundation For Statistical Computing , Department Of Health , Drug Administration , Human Services , John Arnold Foundation , Australian Commonwealth Government Research Training Programme Scholarship , Danielg Hamilton , Conclusions The , Open Science Framework , Preferred Reporting Items , Statistical Computing , Creative Commons , Sue Finch , Rebecca Hamilton , Open Access ,