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Data Extraction

Data extraction is the final phase of your systematic literature review. After studies pass full-text screening, your team captures structured information from each one using a custom form you design. ActiveSLR supports two extraction workflows depending on your project's screening type.

Extraction workflows

Single DE + QC

One extractor fills the data extraction form for each included study. After extraction is complete, a QC reviewer checks the work for accuracy. The QC reviewer can flag specific fields or entire studies for revision.

Use this when:

  • You have a small team or limited reviewer availability
  • Your extraction form is straightforward
  • Speed is more important than independent verification

Double DE + Reconciliation

Two extractors independently complete the form for each study. A reconciler then reviews any fields where the two extractors recorded different values and makes the final decision.

Use this when:

  • Your review protocol requires independent dual extraction
  • Extraction fields are subjective or require clinical judgment
  • You want the highest degree of reliability in your extracted data
Info

The extraction workflow mirrors the screening type chosen when the project was created. Single-screening projects use Single DE + QC; double-screening projects use Double DE + Reconciliation.

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