Unlike Generative AI (LLMs) which "guess" the next word, APA Gen uses a Deterministic Parsing Engine. This means we wrote specific logic for every supported test. If the engine sees a T-Test output, it knows exactly where to look for the t-value, the p-value, and the degrees of freedom.
If the data is found, it is extracted exactly as is. If it's not found, the parser fails and returns an error. However, especially if the input data corresponds to unsupported test categories, or if software updates have changed the formatting output, the parser might extract nearby values. Therefore, it is always the user's responsibility to verify the exact correspondence of the results.
Note: The specific logic relies on English output keywords. Ensure your software (SPSS, JASP, etc.) is configured to display tables and results in English. We actively verify our parser against SPSS 31.0.1 and JASP 0.95.4.0, though it should also work with earlier versions.
Because the system runs locally, it operates entirely Client-Side. Your data never leaves your browser, ensuring absolute data sovereignty. No processing occurs on external servers. If you require an even higher level of privacy presentation, you can sanitize your input before pasting.
Since the engine is local and deterministic, it doesn't need to 'understand' your variable names to generate perfect prose. You can rename sensitive variables (e.g., 'Depression_Score' → 'Var_A') in your software before copying the output.
t.test(Depression_Score ~ Drug_Treatment)t.test(Var_A ~ Group_B)Important: if you encounter a parsing error and decide to share your input via a Bug Report, we strongly advise you to replace sensitive variable names and values with dummy data beforehand. This allows us to debug the structure without needing to see your actual research data.
| Analysis Type | Function | Extracted Parameters | Status | Support |
|---|---|---|---|---|
| One-Sample t-test | t.test(mu = 0) | t-statisticdfp-valueMeanSD95% CI | Active | Stable |
| Independent Samples t-test | t.test() | t-statisticdfp-valueCohen's d95% CIGroup MeansSD | Active | Stable |
| Paired Samples t-test | t.test(paired=T) | t-statisticdfp-valueCohen's d95% CIMean DifferenceSD | Active | Stable |
| One-Way ANOVA | aov() / summary() | F-statisticdfp-valueη² (partial)Post-hoc (Tukey)Group Means | Active | Stable |
| Factorial ANOVA | aov() / emmeans() | F-statisticdfp-valueInteractionsη² (partial)Marginal MeansContrasts | Active | Stable |
| Repeated Measures ANOVA | rstatix::anova_test() | F-statisticdfp-valueη² (gen)Sphericity | Active | Stable |
| Kruskal-Wallis Test | kruskal.test() | H-statisticdfp-valueη² (effect size) | Active | Stable |
| Wilcoxon / Mann-Whitney | wilcox.test() | W/U-statisticp-valueRank Biserial | Active | Stable |
| Linear Regression | lm() / summary() | F-statisticR²Adj. R²Coefficients (β)SEt-valuesp-values | Active | Stable |
| Logistic Regression | glm(family=binomial) | Odds Ratiosz-valuesAICCoefficients (b)SEp-values | Active | Stable |
| Linear Mixed Models | lmer() | Fixed EffectsRandom Effectst-valuesp-values (lmerTest)Confidence IntervalsR² (Marginal/Cond) | Active | Stable |
| Pearson Correlation | cor.test() | rdfp-value95% CIN | Active | Stable |
| Spearman Correlation | cor.test(method="s") | rhop-valueN | Active | Stable |
| Chi-Square Test | chisq.test() | X²dfp-valueN | Active | Stable |
| Descriptive Table | psych::describe() / describeBy() | MeanSDMedianMin/MaxSkewnessKurtosisSEGrouped Stats | Active | Stable |
| Supported Table | Extracted Parameters | Instructions | Status | Support |
|---|---|---|---|---|
| Descriptive Statistics | Means, SD, Min/Max, SE, Distribution params, Split groups | Right-click analysis > Copy as LaTeX. | Active | Active |
| Independent Samples T-Test | t, df, p, Cohen's d, SE diff | Right-click > Copy as LaTeX. Check Effect Size. | Active | Active |
| Paired Samples T-Test | t, df, p, mean diff, CI | Right-click > Copy as LaTeX. | Active | Active |
| Chi-Square Test | X², df, p-value | Right-click > Copy as LaTeX. | Active | Active |
| One-Way / Factorial ANOVA | F, df, p, partial η² | Right-click "ANOVA" > Copy as LaTeX. Check Effect Size. | Active | Active |
| ANCOVA | F, df, p, η², η²p, Marginal Means, Simple Contrasts | Copy "ANCOVA", "Marginal Means", and "Simple Contrasts" as LaTeX. Note: Levene's test is automatically detected and handled as an assumption check. | Active | Active |
| Repeated Measures ANOVA | F, df, p, η², Sphericity corr. | Right-click "Within Subjects" > Copy as LaTeX. | Active | Active |
| Correlation Matrix | Pearson/Spearman coeff, p-values | Right-click > Copy as LaTeX. | Active | Active |
| Linear Regression | Coefficients (B, β, t, p), R², F, Model Fit, Scientific Notation support | Copy "Model Summary" & "Coefficients" as LaTeX. Supports scientific notation (e.g., 10⁻⁴). | Active | Active |
| Generalized Linear Mixed Model | Fixed Effects, Est. Means, Contrasts | Copy tables as LaTeX. | Active | Active |
Required: Export your SPSS Output as Text - UTF8 (*.txt). Go to File → Export, select "Text - UTF8 (*.txt)", then upload the file. See the User Manual for step-by-step instructions.
| Supported Table | Instructions | Status | Support |
|---|---|---|---|
| Descriptive Statistics / Frequencies | File → Export → Text (*.txt). Upload the content using the dashboard button. | Active | Stable |
| Independent Samples t-test | File → Export → Text (*.txt). Include "Group Statistics" and "Independent Samples Test" tables. | Active | Stable |
| Paired Samples t-test | File → Export → Text (*.txt). Include "Paired Samples Statistics" and "Paired Samples Test" tables. | Active | Stable |
| One-Sample t-test | File → Export → Text (*.txt). Include "One-Sample Statistics" and "One-Sample Test" tables. | Active | Stable |
| One-Way ANOVA | File → Export → Text (*.txt). Export the "ANOVA" table results. | Active | Stable |
| Factorial ANOVA / ANCOVA | File → Export → Text (*.txt). "Tests of Between-Subjects Effects" table (Univariate GLM). | Active | Stable |
| Repeated Measures ANOVA | File → Export → Text (*.txt). "Tests of Within-Subjects Effects" table. | Active | Stable |
| Linear Regression | File → Export → Text (*.txt). Include "Coefficients" and "Model Summary". | Active | Stable |
| Logistic Regression | File → Export → Text (*.txt). "Variables in the Equation" and "Model Summary" tables. | Active | Stable |
| Mixed Models (LMM) | File → Export → Text (*.txt). "Type III Tests of Fixed Effects" table. | Active | Stable |
| Non-Parametric Tests | File → Export → Text (*.txt). Mann-Whitney, Wilcoxon, Kruskal-Wallis, Chi-Square, Pearson/Spearman Correlations. | Active | Stable |
Looking for step-by-step instructions? Read the User Manual
Need help? Contact Support