DTE Energy showed little relationship between MD&A tone and quarterly net income.
Does not remain notable after adjusting for hundreds of tests. Why?
The analysis measures a same-filing relationship, not a forecast. Limitations
Each dot represents one 10-Q filing. Points farther right have more positive MD&A tone. Points higher on the chart had stronger year-over-year net income growth, after extreme percent changes are capped. Upper-right and lower-left points indicate tone and earnings moving in the same direction. How to read this chart
Tone and earnings moved in the same direction in 6 of 13 comparable quarters.
6 / 13 direction agreement
How is agreement calculated?| Spearman ρ (exact) | 0.033 (p=0.911) |
|---|---|
| Pearson r | -0.272 (p=0.346) |
| 95% CI (Pearson) | [-0.70, 0.30] |
| FDR q | 0.605 |
| Sample size (n) | 14 · More established sample |
| Agreement | 6 / 13 (6 / 13) |
Secondary to net income because revenue concepts are less comparable across some industries.
Revenue comparison is not used for this industry because companies report revenue-like concepts differently.
Why?Annual samples are shorter and are not mixed into the default quarterly board.
Tone shown to three decimals so small nonzero values stay visible.
| Date | Form | Tone | Net income YoY | Revenue YoY |
|---|---|---|---|---|
| Jul 28, 2026 | 10-Q | +0.331 | n/a | n/a |
| Apr 30, 2026 | 10-Q | +0.295 | -44.5% | n/a |
| Oct 30, 2025 | 10-Q | +0.207 | -12.2% | n/a |
| Jul 29, 2025 | 10-Q | +0.232 | -28.9% | n/a |
| May 1, 2025 | 10-Q | +0.269 | +42.2% | n/a |
| Oct 24, 2024 | 10-Q | +0.224 | +43.7% | n/a |
| Jul 25, 2024 | 10-Q | +0.252 | +60.2% | n/a |
| Apr 25, 2024 | 10-Q | +0.245 | -29.7% | n/a |
| Nov 1, 2023 | 10-Q | +0.173 | -14.2% | n/a |
| Jul 27, 2023 | 10-Q | +0.173 | +443.2% | n/a |
| Apr 27, 2023 | 10-Q | +0.219 | +12.9% | n/a |
| Oct 27, 2022 | 10-Q | +0.139 | +1448.0% | n/a |
| Jul 28, 2022 | 10-Q | +0.089 | -79.3% | n/a |
| Apr 28, 2022 | 10-Q | +0.127 | -0.8% | n/a |
| Oct 27, 2021 | 10-Q | +0.150 | -94.7% | n/a |
| Date | Form | Tone | Net income YoY | Revenue YoY |
|---|---|---|---|---|
| Feb 17, 2026 | 10-K | +0.072 | +4.1% | n/a |
| Feb 13, 2025 | 10-K | +0.053 | +0.5% | n/a |
| Feb 8, 2024 | 10-K | -0.025 | +29.0% | n/a |
| Feb 23, 2023 | 10-K | +0.038 | +19.4% | n/a |
| Feb 10, 2022 | 10-K | +0.001 | -33.7% | n/a |