Table 5.
Variation of Documentation Categories
| Variation category | Documentation category | Completion (median across physicians) | Interquartile Range (25%‘ile–75%‘ile) |
Percent of explained variation at each level | Remaining variation at the physician level | ||
|---|---|---|---|---|---|---|---|
| State | Provider Organization | Practice | |||||
| Low | Sign-off/close encounter | 100% | 0% | ||||
| 100–100% | |||||||
| Low | Creating/sending out orders | 100% | 0.7% | ||||
| 93.3–100% | |||||||
| Low | Collect vitals | 99.1% | 4.1% | ||||
| 95.9–100% | |||||||
| Low | Collect clinical encounter reason | 98.2% | 7.1% | ||||
| 92.9–100% | |||||||
| Low | Conduct physical exam | 96.6% | 9.0% | ||||
| 90.1–99.1% | |||||||
| Low | History of present illness | 95.2% | 13.8% | ||||
| 85.5–99.3% | |||||||
| Low | Medication list | 91.5% | 19.5% | 7.7% | 20.7% | 27.8% | 43.7% |
| 77.9–97.5% | [0.15] | [0.15] | [0.15] | [0.46] | |||
| High | Social history | 76.1% | 53.3% | 4% | 17.8%*** | 16%** | 62.2%*** |
| 39.5–92.8% | [0.02] | [0.04] | [0.05] | [0.03] | |||
| High | Conduct review of systems | 73.5% | 62.3% | 3.2% | 15.6%** | 13.5%* | 67.7%*** |
| 32.9–95.2% | [0.03] | [0.05] | [0.05] | [0.04] | |||
| High | Problem list | 33.7% | 73.1% | 1.3% | 9.7%* | 19%** | 70.1%*** |
| 3.5–76.6% | [0.01] | [0.04] | [0.06] | [0.04] | |||
| High | Review or discuss documents | 18.7% | 50.8% | 7.1%* | 5% | 9.9% | 78.1%*** |
| 10.3–61.2% | [0.03] | [0.04] | [0.06] | [0.04] | |||
| High | Assessment and diagnosis | 13.4% | 60.4% | 0% | 8.3% | 15.8%* | 76%*** |
| 2.6–62.9% | [0.01] | [0.04] | [0.06] | [0.05] | |||
| Low | Interpret incoming clinical documents | 14.6% | 17.3% | 2% | 15.3%** | 37.7%*** | 45%*** |
| 8.1–25.4% | [0.01] | [0.05] | [0.06] | [0.04] | |||
| Low | Conduct procedure | 3.7% | 6.7% | ||||
| 1.8–8.5% | |||||||
| Low | Confidential information | 2.6% | 5.2% | ||||
| 1.1–6.3% | |||||||
Note: Bootstrapped standard errors appear in brackets. Because models did not converge for most low-variation tasks, we only include regression results for high-variation tasks and two low-variation tasks. With the exception of creating and sending out orders, which was at minimum completed in 14% of encounters, and interpreting incoming clinical documents, which was at maximum completed in 73% of encounters, the range of documentation completion was 0–100%
*p significant at the 0.05 false discovery rate; **p significant at the 0.01 false discovery rate; ***p significant at the 0.001 false discovery rate