Data extraction or ‘charting the data’ is the process of extracting the relevant data from the included studies in a standardised manner. The ultimate purpose of charting the data is to identify, characterize, and summarize research evidence on a topic, including identification of research gaps (Aromataris, et al 2020).
Colquhoun and Levac update 2014 make the following recommendations for charting the data
A comprehensive data charting form or table should be used to extract relevant information and JBI Reviewer’s Manual suggests this should be piloted at the protocol stage to record the key information such as the examples below.
JBI template source of evidence details, characteristics and results extraction instrument Full Text
Pollock, D., Peters, M. D., Khalil, H., McInerney, P., Alexander, L., Tricco, A. C., ... & Munn, Z. (2023). Recommendations for the extraction, analysis, and presentation of results in scoping reviews. JBI evidence synthesis, 21(3), 520-532. Full Text
PRISMA ScR - Data Charting Process - Tip Sheet PDF
Aromataris E, Munn Z (Editors). JBI Manual for Evidence Synthesis. JBI, 2020. Full Text
Colquhoun, H. L., Levac, D., O’Brien, K. K., Straus, S., Tricco, A. C., Perrier, L., … & Moher, D. (2014). Scoping reviews: time for clarity in definition, methods, and reporting. Journal of clinical epidemiology, 67(12), 1291-1294. Full Text
Tricco, A. C., Lillie, E., Zarin, W., O'Brien, K. K., Colquhoun, H., Levac, D., ... & Straus, S. E. (2018). PRISMA extension for scoping reviews (PRISMA-ScR): checklist and explanation. Annals of internal medicine, 169(7), 467-473. Full Text
Peters, M. D. (2017). Managing and coding references for systematic reviews and scoping reviews in EndNote. Medical Reference Services Quarterly, 36(1), 19-31. Full Text PDF
RevMan facilitates preparation of protocols and full reviews, including text, characteristics of studies, comparison tables, and study data. It can perform meta-analysis of the data entered, and present results graphically.
Covidence includes customisable data extraction forms and automatically populates the Risk of Bias tables and Prisma Flow Chart.
Word Processors
Microsoft Word
Spreadsheets
Microsoft Excel
Apple Numbers
Survey forms
Qualtrics (UniMelb staff only)
Other tools
Results may be presented in your final scoping review paper in a variety of ways including diagrammatic or tabular form or in a descriptive format that aligns with the objective of the review. The JBI Manual for Evidence Synthesis (11.2.9) recommends that authors plan carefully how they intend to present the extracted data and ensure the method aligns with the scoping review's objective and question/s.
VOSViewer is a tool for constructing and visualising bibliometric networks based on journals, researchers or individual publications
The Data Viz Project and The Data Visualization Catalogue are websites that present a wide range of data visualization, chart or diagram options and explain their functions. These sites allow you to browse or sort examples to match your data set.
RAW Graphs Insert your data into RAWgraphs and choose from the wide range of visual models
Icon Array Online Icon Array Generator. Preview, save, download or embed your icon array
Chart Chooser is another resource to choose the type of chart you need for your visualisation and then download Excel or PowerPoint templates
South, E., & Rodgers, M. (2023). Data visualisation in scoping reviews and evidence maps on health topics: a cross-sectional analysis. Systematic Reviews, 12(1), 1-11. Full Text