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May 3, 2026Advances in Methods and Practices in Psychological ScienceOpen Access

Fast-Track Your Abstract Screening: Mastering ASReview for Accelerating Abstract Screening and Evaluating Decisions From Automatic-Screening Methods

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Authors

TFTim FüttererLKLars KönigDCDiego G. Campos

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Overview

Tutorial demonstrates ASReview's effectiveness for abstract screening, aiding decision-making in research synthesis.

Key Points

  • This tutorial aims to guide researchers in using ASReview for effective abstract screening in systematic reviews.
  • Step-by-step guide to ASReview usage with practical psychological research examples.
  • Demonstrated application of ASReview in screening unlabeled abstracts and verifying automated results.
  • Evidence-based recommendations for stopping rules, prescreening, and model setup.
  • ASReview significantly reduces screening time and improves decision-making efficiency.
  • User feedback integration enhances the relevance of studies identified.
  • Practical strategies help researchers maintain scientific rigor while using the tool.

Cite This Study

Fütterer et al. (2026) studied this question.

synapsesocial.com/papers/69f6e62e8071d4f1bdfc6ca6https://doi.org/10.1177/25152459261442150
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Also Consider

Synapse has enriched 5 closely related papers on similar clinical questions. Consider them for comparative context:

  1. 1Utilizing ASReview in screening primary studies for meta-research in SLA: A step-by-step tutorial2024 · 57 citations
  2. 2Machine learning-assisted abstract screening on learning analytics: a step-by-step tutorial2026
  3. 3An open source machine learning framework for efficient and transparent systematic reviews2021 · 1,164 citations
  4. 4Machine-learning assisted screening for evidence synthesis: methodological case study of the ASReview tool2025
  5. 5When to stop reviewing: validation of stop criteria in ASReview2026 · 2 citations