Statistical Analysis Support
Support for selecting appropriate analyses, checking assumptions, reporting statistical results, and presenting data transparently.
Service scope and standards
This service is designed to improve publication readiness while protecting research integrity, author responsibility, transparent disclosure, and journal policy compliance.
Guidance follows principles reflected in ICMJE recommendations and DOAJ/COPE/OASPA/WAME transparency expectations: authorship accountability, disclosure, ethical review, fee clarity, peer review transparency, copyright/licensing awareness, and responsible AI use.
What this service includes
- Analysis plan review
- Descriptive and inferential reporting support
- Assumption and validity checks
- Table and figure reporting
- Limitations and interpretation review
How the support works
- Review research question, study design, variables, and dataset notes.
- Recommend analysis approach and reporting structure.
- Support interpretation and transparent presentation.
- Prepare results text, tables, and limitations for author review.
Ethical service principles
Statistical support must not manipulate results, conceal limitations, or overstate significance.
Methods, assumptions, software, sample size, and limitations should be reported transparently.
Authors remain responsible for data accuracy, approvals, and interpretation.
Use these before requesting support
Need help with this service?
Share your manuscript stage, target journal, deadline, and support requirement. Our team can guide you toward the right service pathway.