Replication Data for Semi-Automated vs Manual Citation Screening

A test dataset and analysis for replicating findings from the manuscript 'Man vs Machine: comparing semi-automated (ASReview) and manual citation screening for systematic review'. The data was authored by Andrew Ross and is hosted by DataverseNL. The record was last updated on July 20, 2026.

Use Cases

• Benchmarking the ASReview tool's performance based on the described comparison study.
• Replicating the analysis of semi-automated versus manual screening workflows.
• Training or validating new active learning models for citation screening using the provided test data.

Strengths

• Dataset is explicitly designed for replication of a peer-reviewed methodological study.
• Associated analysis document is provided to support reproducibility of findings.

Limitations

• Column-level documentation is absent; field semantics must be inferred after download.
• Row count is unknown, which may limit suitability assessment.
• Description metadata is limited; actual data quality requires manual inspection after download.

Provenance

Source

DataverseNL Harvested Dataverse

Collection Method

Likely contains citation records and screening labels from a systematic review process.

Freshness

Last updated 2026-07-20 06:10:11; freshness should be verified.