For Reviewers

 

Thank you for agreeing to review for Computational Social Sciences Review (CSSR). Reviewers play a crucial role in maintaining the quality, integrity, and academic rigor of the journal. The following guidelines are intended to support reviewers in providing constructive, fair, and timely evaluations.

1. Review Model: Double-Blind

CSSR uses a double-blind peer review process. Reviewers must not reveal their identity in comments or file metadata. Authors likewise remain anonymous to reviewers.

2. Reviewer Responsibilities

  • Provide a thorough, objective, and constructive evaluation of the manuscript.
  • Assess scientific merit, methodological soundness, originality, and clarity.
  • Submit the review within the agreed timeframe (usually 2–3 weeks).
  • Maintain confidentiality of all manuscript content and review materials.
  • Disclose any conflicts of interest promptly.

3. Criteria for Evaluation

Reviewers should evaluate the manuscript based on the following criteria:

  • Originality — Does the work contribute new insights to computational social science?
  • Relevance — Is the paper aligned with CSSR’s Aim & Scope?
  • Methodology — Are the computational, statistical, or analytical methods sound and reproducible?
  • Data Quality — Are datasets appropriate, transparent, and ethically sourced?
  • Implementation — Are models, algorithms, or analyses adequately described?
  • Interpretation — Are the conclusions supported by the results?
  • Academic Writing — Is the paper clear, organized, and professionally written?

4. Review Report Structure

A helpful review typically includes:

  • Summary — A brief overview of the manuscript’s purpose and contributions.
  • Strengths — Key merits of the work.
  • Major Issues — Methodological, conceptual, or analytical problems requiring significant revision.
  • Minor Issues — Stylistic or small errors that should be corrected.
  • Recommendation — Accept, minor revision, major revision, or reject.

5. Confidential Comments to the Editor

Reviewers may provide private comments to the editor regarding ethical concerns, conflicts of interest, or issues inappropriate for author feedback. These comments should be respectful, factual, and helpful for editorial decision-making.

6. Ethical Expectations

  • Reviewers must not use data, ideas, or findings from the manuscript for personal research.
  • Potential ethical violations (plagiarism, data manipulation, unethical data use) should be reported to the editor.
  • Reviews should avoid biases related to gender, ethnicity, nationality, or institutional affiliation.

7. Review Timeline

CSSR aims to maintain an efficient review process. Typical review times:

  • Standard review: 2–4 weeks
  • Second-round revision review: 1–2 weeks

8. Declining a Review Invitation

Reviewers should decline the invitation if:

  • The manuscript is outside their area of expertise.
  • A conflict of interest exists.
  • They cannot complete the review on time.

9. Recognition

CSSR values the contributions of reviewers. Annual reviewer acknowledgments or certificates may be issued at the discretion of the editorial office.

By performing reviews for CSSR, reviewers help advance rigorous, data-driven research in computational social science. Your expertise and time are greatly appreciated.