1. Relevance
Does the research address a significant and current problem in the field?
Who is the target audience, and how are they likely to benefit from these findings?
What are the practical applications or implications of the research?
2. Innovation
Does the research provide new insights or data that advance the field?
How does it differentiate from or improve upon previous studies?
Are the concepts or methodologies used novel or unique?
3. Methodology
Are the research methods appropriate for the questions posed by the study?
Is the methodology rigorously designed to minimize biases and errors?
How were the participants or data sources selected? Discuss representativeness and fairness.
Are any alternative methods considered, and why were they rejected or not used?
4. Data Analysis
Are the analytical methods suitable for the type of data collected?
Is there a clear rationale for the choice of statistical or analytical tools?
How are outliers or anomalous data points handled?
Is there a detailed discussion of the analysis process, allowing for reproducibility?
5. Validity
Does the research accurately measure what it aims to measure?
Are there controls in place to ensure internal validity?
Discuss any potential confounding factors and how they are mitigated.
Is the external validity discussed, allowing for generalization of the findings?
6. Reliability and Dependability
Are the study's results consistent with other research in the field?
Is the research design robust enough to yield consistent results under similar conditions?
How dependable are the data collection and analysis procedures?
7. Credibility
Are the findings well-supported by the data?
Does the research make logical sense, and are conclusions well argued?
Is there transparency in the research process to enhance trustworthiness?
Are the authors' interpretations and biases clearly disclosed?
8. Ethical Considerations
Were ethical approvals and consents obtained and clearly stated?
Are there any potential ethical issues with the research conduct or findings?
How are participant privacy and data confidentiality handled?
9. Verifiability and Replicability
Are the data and methods detailed enough to allow others to replicate the study?
Is supporting data or additional material (e.g., code, datasets) provided?
Are the findings consistent when cross-validated or reproduced?
10. Presentation and Clarity
Is the research paper well-organized, and are ideas communicated clearly?
Are technical terms and jargon appropriately defined?
Are figures, tables, and visuals effectively utilized to illustrate key points?
Is the manuscript free from grammatical and typographical errors?
11. Impact and Contribution
What is the theoretical or practical contribution of the study?
How does the research impact or potentially change the field?
Are future research directions and unanswered questions clearly identified?