Stats Interpretation Pack
Plain-language explanations of your statistical results, ready for the Results section
Free
628 researchers installed this
About this skill
What it does
Paste your SPSS, R, or Python output and get clear, APA-formatted results write-ups.
Supports
- t-tests (independent and paired)
- ANOVA (one-way, factorial, repeated measures)
- Regression (linear, logistic, hierarchical)
- Factor Analysis (EFA and CFA)
- Mediation & Moderation (PROCESS macro output)
- Non-parametric tests
Output Format
All results are formatted per APA 7th edition guidelines, including:
- Proper reporting of test statistics
- Effect size interpretation (Cohen conventions)
- Confidence interval reporting
- Sample size and power notes
Bonus
Includes a "reviewer response" template for common statistical critiques.
What researchers say
Quantitative methods were always my weak point. This skill helped me correctly interpret a three-way interaction in my ANCOVA — something I'd been dreading for months. The plain-language explanation it generated was perfect for my Discussion section, and reviewers had no methodological concerns.
SPSS出了结果不知道怎么写进论文里是我最大的痛点。这个技能给的解读模板直接可以放进讨论部分，还会提醒效应量汇报和置信区间，比我导师改稿还仔细。
Really helpful for understanding what my SPSS output actually means. Wish it had more on multilevel models, but for standard regression and ANOVA it's excellent.
Free
628 researchers installed this
No account required for free skills
About the Creator
Dr. Wei Chen
@dr_chen
Quantitative researcher specializing in behavioral psychology. 10+ years building research workflows.
Details
- Category
- Statistical Methods
- Installs
- 628
- Published
- Feb 24, 2026