← accruals_quality_low (all companies) · SURG (all signals) · all methodology
accruals_quality_low on SurgePays, Inc. (SURG)
SIC 4813 — Telephone Communications (No Radiotelephone) · CIK 1392694 · default direction: short
Definition
Fires when total accruals exceed 10% of total assets while net income is positive. Captures 'earnings of low cash quality' (Sloan accruals).
Every time the signal fired on SURG
| FY | Filing date | Event date | 1d | 5d | 20d | 60d | 252d |
|---|---|---|---|---|---|---|---|
| FY2023 | 2024-03-12 | 2024-03-12 | -28.18% | -43.78% | -41.63% | -42.92% | -83.12% |
| FY2017 | 2018-04-10 | 2018-04-10 | -3.12% | -15.62% | -6.25% | -18.75% | +170.31% |
Forward returns are stock returns from event date (next trading day after filing). Sign is raw stock direction; the trade direction is in the calibration table below.
Universe-wide calibration (this signal across all companies)
| Horizon | n events | Gross stock ret | Hit rate | Trade dir | Net PnL | Cost (bps) | r/σ net |
|---|---|---|---|---|---|---|---|
| 1d | 858 | -0.20% | +45.45% | short | -0.29% | 33 | -0.04 |
| 5d | 857 | +1.15% | +46.67% | short | -0.47% | 34 | -0.04 |
| 20d | 848 | +0.26% | +46.93% | short | +0.13% | 38 | +0.01 |
| 60d | 798 | +9.36% | +45.49% | short | -9.54% | 49 | -0.05 |
| 252d | 774 | +22.52% | +48.71% | short | -22.54% | 99 | -0.11 |
Net PnL is direction × stock return − round-trip execution cost (5 bps half-spread + ADV-tiered borrow). See accruals_quality_low methodology for the full audit.