One next step, always
Your AI Coach reads the real state of your project and recommends a single next action — with the reason behind it.
AI research software
From research idea to publication.
Methrica is a structured research workspace: planning, literature, design, data, deterministic statistics and writing — with a coach that always names your single next step.
Free to start · No credit card · Deterministic statistics included
methrica.com/project/esg-credit-risk/analysis
Analysis · Block 4 of 9
Multiple linear regression — ESG score on credit spread
Why this method
One continuous dependent variable and three continuous predictors, N = 248 complete cases. Assumption checks passed (VIF < 2.4).
| Predictor | β | SE | t | p |
|---|---|---|---|---|
| ESG score | 0.412 | 0.086 | 4.79 | < .001 |
| Firm size (log) | 0.208 | 0.071 | 2.93 | .004 |
| Leverage | −0.164 | 0.079 | −2.08 | .039 |
R² = .318adj. R² = .310F(3, 244) = 37.94p < .001
AI Coach · next step
H2 is supported. Generate the APA interpretation for this block, then continue with the moderation analysis in Block 5.
Generate interpretationReview results
Built for research, not for chat
Methrica is not a chatbot with a research prompt. It is a workspace where every stage of a study has a place, a state and an audit trail.
Numbers you can defend
Statistical results come from a deterministic analysis engine. The AI interprets results; it never invents them.
One project, every stage
Questions, hypotheses, variables, literature, datasets, analyses and drafts live in one research workspace.
No methodology guesswork
You never have to know which test to run. Methrica proposes an appropriate method and explains why it fits your data.
The research lifecycle, in one workspace
Your workflow adapts to your methodology and to where you start. Stages unlock as their prerequisites are met.
- 01
Research Planner
Topic, problem, objectives, research questions, hypotheses and variables — each one confirmed by you.
- 02
Literature
Real scholarly metadata from OpenAlex and Crossref, saved to your library with relevance explanations.
- 03
Research Design
Methodology, population, sampling and measurement — checked for logical consistency with your questions.
- 04
Data Collection
Questionnaires, transcripts and documents become an evidence layer linked back to each research question.
- 05
Dataset
Immutable uploads, versioned parsing, deterministic data-quality checks and variable mapping.
- 06
Analysis
An executable analysis plan: recommended methods, editable configuration, real results and charts.
- 07
Interpretation
APA-formatted reporting and academic interpretation generated strictly from computed values.
- 08
Publication
Results, discussion and limitations assembled from your own confirmed research record.
Deterministic engine
The AI never calculates your results.
Every statistic in Methrica is computed by a deterministic engine — descriptives, correlation, t-tests, chi-square, ANOVA and regression — with exact p-values and reproducible output. The language model reads those numbers and helps you report them. It cannot change them.
- Exact test statistics, degrees of freedom and p-values
- Reproducible: the same dataset and configuration always return the same result
- APA-formatted reporting generated from the computed values only
Engine output
Independent samples t-test group A n = 124 M = 3.482 SD = 0.617 group B n = 124 M = 3.106 SD = 0.694 t(246) = 4.512 p < .001 Cohen's d = 0.573 95% CI [0.212, 0.540]
APA reporting
Participants in group A reported significantly higher scores (M = 3.48, SD = 0.62) than those in group B (M = 3.11, SD = 0.69), t(246) = 4.51, p < .001, d = 0.57.
Research integrity
AI that assists research. Not AI that invents it.
Methrica never fabricates references, DOIs, quotations, datasets or statistical results. Literature comes from real scholarly sources, quotations are verified verbatim against your transcripts, results come from real computation, and every AI suggestion stays editable and requires your confirmation.
Verified sources
Every reference resolves to a real record with a DOI. Nothing is generated from memory.
Verbatim quotations
Qualitative quotes are checked character by character against the uploaded transcript.
Computed numbers
Reported statistics are quoted from the deterministic engine without modification.
You confirm everything
AI output arrives as a draft. Nothing enters your research record until you accept it.
Where are you in your research?
Tell us your starting point and Methrica builds the workflow around it.
Start your research project- I have a research idea
- I already have my research plan
- I already have data
- I already have statistical results
- I only need literature support