Mid-America Apartment Communities's management tone tended to become more positive when quarterly net income improved.
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 7 of 13 comparable quarters.
7 / 13 direction agreement
How is agreement calculated?| Spearman ρ (exact) | 0.455 (p=0.102) |
|---|---|
| Pearson r | 0.301 (p=0.296) |
| 95% CI (Pearson) | [-0.27, 0.72] |
| FDR q | 0.552 |
| Sample size (n) | 14 · More established sample |
| Agreement | 7 / 13 (7 / 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 30, 2026 | 10-Q | +0.085 | n/a | n/a |
| Apr 30, 2026 | 10-Q | +0.060 | -31.5% | n/a |
| Oct 30, 2025 | 10-Q | +0.055 | -13.6% | n/a |
| Jul 31, 2025 | 10-Q | +0.098 | +6.1% | n/a |
| May 1, 2025 | 10-Q | +0.100 | +26.4% | n/a |
| Oct 31, 2024 | 10-Q | +0.040 | +4.0% | n/a |
| Aug 1, 2024 | 10-Q | +0.097 | -30.0% | n/a |
| May 2, 2024 | 10-Q | +0.098 | +5.8% | n/a |
| Oct 26, 2023 | 10-Q | +0.070 | -9.5% | n/a |
| Jul 27, 2023 | 10-Q | +0.100 | -30.9% | n/a |
| Apr 27, 2023 | 10-Q | +0.099 | +22.7% | n/a |
| Oct 27, 2022 | 10-Q | +0.086 | +44.8% | n/a |
| Jul 28, 2022 | 10-Q | +0.119 | -2.7% | n/a |
| Apr 28, 2022 | 10-Q | +0.100 | +134.8% | n/a |
| Oct 28, 2021 | 10-Q | +0.125 | +41.0% | n/a |
| Date | Form | Tone | Net income YoY | Revenue YoY |
|---|---|---|---|---|
| Feb 6, 2026 | 10-K | +0.065 | -15.3% | n/a |
| Feb 7, 2025 | 10-K | +0.083 | -4.6% | n/a |
| Feb 9, 2024 | 10-K | +0.084 | -13.3% | n/a |
| Feb 14, 2023 | 10-K | +0.072 | +19.4% | n/a |
| Feb 17, 2022 | 10-K | +0.071 | +109.4% | n/a |