Table 3.
Intervention Parameter Estimates for the Agent-Based Model
| Parameter | Baseline Mean |
Enhanced Mean |
Ideal Mean |
Sourcea |
|---|---|---|---|---|
| Hand hygiene | ||||
| Soap and water effectivenessb | 96 (90–100) | 44–46 | ||
| ABHR effectivenessb | 29 (13–36) | 34, 45 | ||
| Standard room compliance | ||||
| Nurse | 60 (46–68) | 79 (74–84) | 96 | 47–58 |
| Doctor | 50 (40–55) | 71 (57–80) | 91 | 47–60 |
| Visitor and caregiver | 35 (20–50) | 55 (50–67) | 84 | 48, 61–67 |
| Patient | 33 (30–40) | 59 (55–65) | 84 | 63, 68–72 |
| Fraction soap and water vs ABHR | 10 (5–15) | 52 | ||
| C. difficile room compliance | ||||
| Nurse | 69c | 84c | 97 | 9, 73–75 |
| Doctor | 61c | 77c | 93 | 9, 73–75 |
| Visitor and caregiver | 50c | 65c | 88 | 9, 73–75 |
| Patient | 48c | 68c | 88 | 9, 73–75 |
| Fraction soap and water vs ABHR | 80 (70–90) | 90 (80–95) | 95 | 76 |
| Contact precautions | ||||
| Gown and glove effectivenessd | 70 (60–80) | 86 (80–90) | 97 | 77–79 |
| Healthcare worker compliance | 67 (62–72) | 77 (71–85) | 87 | 9, 61, 80–84 |
| Visitor compliance | 50 (42–52) | 74 (70–80) | 94 | 61, 80, 81 |
| Caregiver compliance | 30 (15–45) | 50 (42–52) | 74 | 61, 80, 81, EO |
| Environmental disinfection | ||||
| Daily compliance | 40 (35–50) | 80 (70–85) | 94 | 85–89, EO |
| Terminal compliance | 47 (40–50) | 77 (70–82) | 98 | 85, 90–93 |
| Nonsporicidal effectivenessb | 45 (35–50) | 94, 95 | ||
| Sporicidal effectivenessb | 99.6 | 95–98 | ||
| Asymptomatic screening at admission | ||||
| Compliance | 0 | 96 (92–99) | 98 | 99, 100 |
| PCR test sensitivity; specificity, % | 93 (90–94); 97 (95–99) | 101–103 | ||
| Patient transfer | ||||
| Intraward transfer rate | 8.0 (6.1–10.1) | 50% reduction | 75% reduction | Internal data |
| Interward transfer rate | 22.9 (19.9–25.9) | 50% reduction | 75% reduction | Internal data |
| Proportionate time between transfers, % | 28% (time between transfer/length of stay; 25–35) | Internal data | ||
Note. ABHR, alcohol-based hand rub; PCR, polymerase chain reaction.
References in Supplement 1 (online).
Effective ness at removal of spores.
Known C. difficile room compliance range based on the range in standard rooms and a standard: CDI hand hygiene noncompliance ratio, 1.34.
Effectiveness at preventing contamination with spores.