Methodology Comparison Tool
How did your predecessors study this? Compare across papers.
Upload your source collection and Kognific extracts methodology details from every paper. Sample sizes, study designs, data collection methods, and stated limitations placed side by side for comparison.
Start Researching- Extract sample sizes, study designs, and analytical methods from every source
- Side-by-side comparison of methodologies across your paper collection
- Identify dominant methods and underrepresented alternatives in your literature
- Understand stated limitations across papers before designing your own study
- Works with quantitative, qualitative, and mixed-methods research
- Export methodology comparison to Word or LaTeX with citations to original papers
Structured Methodology Extraction
Kognific reads each paper and extracts: study design, sample size and characteristics, data collection instruments, analytical methods, key variables, and findings. All from your uploaded sources.
Cross-Paper Comparison
Ask comparison questions across your collection: 'What sample sizes did these papers use?' or 'Which studies used longitudinal designs?' Get cited answers mapped across your papers.
Limitations Analysis
Surface what your sources acknowledge as methodological weaknesses. Aggregate limitations across papers to understand where the field recognizes its own constraints.
Study Design Mapping
See the distribution of study designs across your collection: how many were randomized, observational, or case studies. Identify the dominant design and its reported shortcomings.
Methodology Gap Identification
When your sources cluster around one methodological approach, Kognific flags the underrepresented alternatives. This becomes the methodological rationale for your own study design.
Export for Methods Section
Export the methodology comparison in Word or LaTeX format to integrate into your methods section or literature review. Citations trace to the specific papers you drew from.
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