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CiteSource: An R package for data-driven search strategy development and enhanced evidence synthesis reporting
Trevor Riley1, Sarah Young2, Avery Paxton3
1https://ror.org/02c23kc81National Oceanic and Atmospheric Administration Central Library, USA.
CiteSource, an R package, aids evidence synthesis by supporting data-driven search strategy development and reporting. It enhances efficiency, rigor, and transparency in literature searching and source selection.
Area of Science:
- Bibliometrics
- Information Science
- Health Sciences Research
Background:
- Effective evidence synthesis relies on robust search strategies.
- Developing these strategies involves numerous decisions impacting evidence retrieval and outcomes.
- Limited data-driven guidance exists for optimizing search strategy development.
Purpose of the Study:
- To introduce CiteSource, an R package and Shiny application.
- To support data-driven decision-making in evidence synthesis search strategy development and reporting.
- To enhance the efficiency, rigor, and transparency of literature searching.
Main Methods:
- CiteSource allows users to assign and retain metadata (source, label, string) for citation records.
- It facilitates visual mapping of record set overlaps.
- The package enables data summarization and export of citation records with metadata.
Main Results:
- CiteSource provides tools for optimizing literature source selection.
- It aids in honing search strings and evaluating their effectiveness.
- Outputs support the assessment of literature sources and supplementary search methods.
Conclusions:
- CiteSource empowers evidence synthesizers with data-driven tools for informed decision-making.
- The application improves the efficiency and transparency of search strategy development and reporting.
- It contributes to more rigorous evidence synthesis by optimizing literature searching processes.
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