Critical Decision Thresholds for Urgent Physician Notification of Point-of-Care Testing Results
Abstract
1. Introduction
2. Materials and Methods
2.1. Definitions
2.2. National Database
2.3. U.S. Census Geographic Divisions
2.4. Statistics
2.5. Standard Inclusion/Exclusion Criteria
2.6. Artificial Intelligence and Web Searches
2.7. Units
2.8. Ethics
3. Results
3.1. Number of POC Tests on Notification Lists
3.2. Instruments
3.3. Chemistry Tests
3.4. Blood Gas and pH Tests
3.5. Hematology and Coagulation Tests
3.6. POC Versus Laboratory Matched Pairs
4. Discussion
4.1. Glucose
4.2. Troponin
4.3. Ionized Calcium
4.4. INR
4.5. Hemoglobin
4.6. Comparison of POC and Laboratory Critical Limits
4.7. pH
4.8. POC Adoption
4.9. Limitations
5. Conclusions
Supplementary Materials
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
Abbreviations
| ACS | Acute coronary syndrome |
| ADA | American Diabetes Association |
| AI | Artificial intelligence |
| CLSI | Clinical and Laboratory Standards Institute |
| COVID-19 | Coronavirus infectious disease-2019 |
| CTR | Center for Teaching and Research |
| ICH | Intracranial hemorrhage |
| INR | International normalized ratio |
| JASP | Jeffrey’s Amazing Statistics Program |
| MICU | Medical Intensive Care Unit |
| POC | Point-of-care |
| POCT | Point-of-care testing |
| TnI | Troponin I |
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| Measurand | Number of Hospitals (%) | Units | Low Mean (SD) | Low Median (Range) | High Mean (SD) | High Median (Range) |
|---|---|---|---|---|---|---|
| 1.A. Adults | ||||||
| Glucose | 73 (17.5) | mg/dL | 50.3 (4.9) | 50 (40–70) | 467.7 (60.5) | 450 (200–600) |
| mmol/L | 2.8 (0.3) | 2.8 (2.2–3.9) | 26 (3.4) | 25 (11.1–33.3) | ||
| Ionized calcium | 21 (5) | mmol/L | 0.66 (0.17) | 0.75 (0.50–1.00) | 1.65 (0.10) | 1.60 (1.40–1.75) |
| Potassium | 20 (4.8) | mmol/L | 2.9 (0.2) | 3 (2.5–3) | 6.1 (0.2) | 6 (6–6.5) |
| Sodium | 18 (4.3) | mmol/L | 123.6 (3) | 126 (120–126) | 156.7 (2.4) | 155 (155–160) |
| CO2 content | 17 (4.1) | mmol/L | 10.7 (0.6) | 11 (10–12) | 40 (1.9) | 39 (39–45) |
| Lactic Acid | 14 (3.4) | mmol/L | … | … | 3.6 (0.6) | 3.9 (2–4) |
| Calcium | 11 (2.6) | mg/dL | 6.5 (0.2) | 6.6 (6–6.6) | 13 (0.3) | 12.9 (12.9–14) |
| mmol/L | 1.64 (0.05) | 1.65 (1.5–1.65) | 3.25 (0.08) | 3.23 (3.23–3.5) | ||
| Venous Lactic Acid | 10 (2.4) | mmol/L | … | … | 3.9 (0) | 3.9 (3.9–3.9) |
| 1.B. Newborns | ||||||
| Glucose | 62 (14.9) | mg/dL | 44.7 (5) | 45 (40–54) | 227.7 (87) | 200 (125–500) |
| mmol/L | 2.5 (0.3) | 2.5 (2.2–3) | 12.6 (4.8) | 11.1 (6.9–27.8) | ||
| Ionized calcium | 18 (4.3) | mmol/L | 0.86 (0.05) | 0.90 (0.80–0.90) | 1.41 (0.14) | 1.30 (1.30–1.60) |
| Potassium | 15 (3.6) | mmol/L | 3 (0.1) | 3 (2.8–3) | 6.8 (0.5) | 7.1 (6–7.1) |
| Sodium | 14 (3.4) | mmol/L | 127.5 (4.3) | 130 (120–130) | 151.1 (2.9) | 150 (150–160) |
| CO2 content | 12 (2.9) | mmol/L | 11 (0.4) | 11 (10–12) | 39.2 (0.4) | 39 (39–40) |
| Calcium | 11 (2.6) | mg/dL | 6.9 (0.3) | 7 (6–7) | 13 (0.3) | 12.9 (12.9–14) |
| mmol/L | 1.73 (0.08) | 1.75 (1.5–1.75) | 3.25 (0.08) | 3.23 (3.23–3.5) | ||
| Bilirubin | 10 (2.4) | mg/dL | … | … | 17.9 (0) | 17.9 (17.9–17.9) |
| µmol/L | … | … | 306.1 (0) | 306.1 (306.1–306.1) | ||
| Measurand | Number of Hospitals (%) | Units | Low Mean (SD) | Low Median (Range) | High Mean (SD) | High Median (Range) |
|---|---|---|---|---|---|---|
| 2.A. Adults | ||||||
| pH | Low: 29 (7) High: 28 (6.7) | pH Units | 7.20 (0.06) | 7.20 (7.00–7.30) | 7.59 (0.04) | 7.60 (7.50–7.65) |
| Arterial pO2 | Low: 27 (6.5) High: 1 (0.2) | mm Hg | 45 (5.9) | 40 (40–55) | 200 (…) | 200 (200–200) |
| kPa | 6 (0.8) | 5.3 (5.3–7.3) | 26.7 (…) | 26.7 (26.7–26.7) | ||
| Arterial pCO2 | Low: 20 (4.8) High: 21 (5) | mm Hg | 20.3 (1.1) | 20 (20–25) | 67.1 (5.1) | 70 (50–70) |
| kPa | 2.7 (0.1) | 2.7 (2.7–3.3) | 8.9 (0.7) | 9.3 (6.7–9.3) | ||
| Carboxyhe- moglobin | 21 (5) | % | … | … | 12.6 (4.4) | 10 (10–20) |
| Methemo- globin | 20 (4.8) | % | … | … | 4.5 (1.8) | 4 (3–10) |
| Venous pH | 20 (4.8) | pH Units | 7.21 (0.02) | 7.20 (7.20–7.30) | 7.58 (0.05) | 7.60 (7.50–7.65) |
| Venous pCO2 | Low: 15 (3.6) High: 17 (4.1) | mm Hg | 30 (7.3) | 35 (20–35) | 68.5 (4.1) | 71 (56–71) |
| kPa | 4 (1) | 4.7 (2.7–4.7) | 9.1 (0.5) | 9.5 (7.5–9.5) | ||
| Arterial O2 Saturation | 11 (2.6) | % | 76.8 (10.6) | 80 (45–80) | … | … |
| Venous O2 Saturation | 10 (2.4) | % | 60 (0) | 60 (60–60) | … | … |
| Arterial O2 Hemoglobin | 10 (2.4) | % | 79.5 (4) | 82 (75–85) | … | … |
| Venous pO2 | Low: 10 (2.4) High: 1 (0.2) | mm Hg | 32 (0) | 32 (32–32) | 200 (…) | 200 (200–200) |
| kPa | 4.3 (0) | 4.3 (4.3–4.3) | 26.7 (…) | 26.7 (26.7–26.7) | ||
| 2.B. Newborns | ||||||
| pH | Low: 25 (6) High: 20 (4.8) | pH Units | 7.19 (0.04) | 7.20 (7.00–7.27) | 7.59 (0.05) | 7.60 (7.45–7.65) |
| Arterial pO2 | Low: 23 (5.5) High: 1 (0.2) | mm Hg | 45 (9.2) | 40 (30–60) | 200 (…) | 200 (200–200) |
| kPa | 6 (1.2) | 5.3 (4–8) | 26.7 (…) | 26.7 (26.7–26.7) | ||
| Arterial pCO2 | Low: 17 (4.1) High: 22 (5.3) | mm Hg | 23.8 (3.8) | 25 (20–35) | 70.9 (7.2) | 70 (50.1–80) |
| kPa | 3.2 (0.5) | 3.3 (2.7–4.7) | 9.5 (1) | 9.3 (6.7–10.7) | ||
| Carboxyhe- moglobin | 20 (4.8) | % | … | … | 11.5 (5.1) | 9 (8–20) |
| Venous pH | 19 (4.6) | pH Units | 7.20 (0) | 7.20 (7.20–7.20) | 7.60 (0.04) | 7.60 (7.55–7.65) |
| Venous pO2 | Low: 10 (2.4) High: 1 (0.2) | mmHg | 32 (0) | 32 (32–32) | 200 (…) | 200 (200–200) |
| kPa | 4.3 (0) | 4.3 (4.3–4.3) | 26.7 (…) | 26.7 (26.7–26.7) | ||
| Arterial O2 Saturation | 10 (2.4) | % | 80 (0) | 80 (80–80) | … | … |
| Venous O2 Saturation | 10 (2.4) | % | 60 (0) | 60 (60–60) | … | … |
| Methemo- globin | 10 (2.4) | % | … | … | 6 (1.5) | 6 (5–10) |
| Venous pCO2 | 9 (2.2) | mmHg | 22.8 (2.6) | 25 (20–25) | 62.2 (2.6) | 60 (60–65) |
| kPa | 3 (0.4) | 3.3 (2.7–3.3) | 8.3 (0.4) | 8 (8–8.7) | ||
| Capillary pH | Low: 9 (2.2) High: 4 (1) | pH Units | 7.20 (0) | 7.2 (7.20–7.20) | 7.65 (0) | 7.65 (7.65–7.65) |
| Capillary pCO2 | Low: 4 (1) High: 9 (2.2) | mmHg | 20 (0) | 20 (20–20) | 73.3 (7.9) | 80 (65–80) |
| kPa | 2.7 (0) | 2.7 (2.7–2.7) | 9.8 (1.1) | 10.7 (8.7–10.7) | ||
| Arterial O2 Hemoglobin | 9 (2.2) | % | 78.9 (3.7) | 82 (75–82) | … | … |
| Measurand | Number of Hospitals (%) | Units | Low Mean (SD) | Low Median (Range) | High Mean (SD) | High Median (Range) |
|---|---|---|---|---|---|---|
| 3.A. Adults | ||||||
| INR | 27 (6.5) | INR | … | … | 4.6 (0.5) | 5 (4–5) |
| Hematocrit | Low: 24 (5.8) High: 12 (2.9) | % | 19.7 (1.5) | 20 (15–21) | 61.3 (3.1) | 60 (55–65) |
| Hemoglobin | Low: 23 (5.5) High: 6 (1.4) | g/dL | 6.8 (0.7) | 6.6 (6–8) | 19.1 (0.4) | 18.9 (18.9–20) |
| 3.B. Newborns | ||||||
| Hematocrit | Low: 21 (5) High: 10 (2.4) | % | 25.3 (5.1) | 25 (18–30) | 68 (6.3) | 65 (60–75) |
| Hemoglobin | Low: 18 (4.3) High: 7 (1.7) | g/dL | 8.8 (1.5) | 10 (6–10) | 19.6 (1.5) | 18.9 (18.9–23) |
| INR | 12 (2.9) | INR | … | … | 4.1 (0.3) | 4 (4–5) |
| Measurand, High or Low Critical Limit | Number of Hospitals | Units | p-Value | POC Median (Range) | Laboratory Median (Range) |
|---|---|---|---|---|---|
| 4.A. Adults | |||||
| INR, High | 27 | INR | 0.003 | 5 (4–5) | 5 (4–5) |
| Hemoglobin, Low | 23 | g/dL | 0.048 | 6.6 (6–8) | 6.6 (6–7) |
| Ionized calcium, Low | 21 | mmol/L | 0.002 | 0.75 (0.50–1.00) | 0.76 (0.75–0.85) |
| Ionized calcium, High | 21 | mmol/L | 0.004 | 1.60 (1.40–1.75) | 1.59 (1.40–1.62) |
| 4.B. Newborns | |||||
| INR, High | 10 | INR | 0.003 | 4 (4–4.5) | 4.9 (4.9–5) |
| Measurand | Number of Hospitals | POC < Laboratory | POC = Laboratory | POC > Laboratory | |||
|---|---|---|---|---|---|---|---|
| Low | High | Low | High | Low | High | ||
| 5.A. Clinical Chemistry | |||||||
| Adults | |||||||
| Glucose | 73 | 2 | 4 | 64 | 67 | 7 | 2 |
| Ionized calcium | 21 | 13 | 3 | 7 | 8 | 1 | 10 |
| Potassium | 20 | … | … | 20 | … | … | … |
| Sodium | 18 | … | 1 | 18 | 16 | … | 1 |
| CO2 content | Low: 16 High: 15 | … | … | 15 | 15 | 1 | … |
| Lactic Acid | 14 | … | … | … | 13 | … | 1 |
| Calcium | 11 | … | … | 11 | 10 | … | 1 |
| Newborns | |||||||
| Glucose | 62 | 3 | 3 | 52 | 56 | 7 | 3 |
| Ionized calcium | 17 | … | … | 17 | 16 | … | 1 |
| Potassium | 14 | … | 1 | 14 | 13 | … | … |
| Sodium | 12 | … | 1 | 12 | 11 | … | … |
| CO2 content | 12 | … | … | 12 | 11 | … | 1 |
| Calcium | 11 | … | … | 11 | 10 | … | 1 |
| Newborn Bilirubin | 10 | … | … | … | 10 | … | … |
| 5.B. Blood Gas and pH | |||||||
| Adults | |||||||
| pH | Low: 18 High:17 | 1 | 2 | 16 | 15 | 1 | … |
| Arterial pO2 | 16 | … | … | 15 | … | 1 | … |
| Carboxyhemoglobin | 11 | … | … | … | 11 | … | … |
| Arterial pCO2 | 10 | … | 1 | … | 9 | … | … |
| Methemoglobin | 10 | … | … | … | 10 | … | … |
| Venous pH | 10 | … | 1 | 9 | 9 | 1 | … |
| Newborns | |||||||
| pH | 11 | … | … | 11 | … | … | … |
| Arterial pO2 | 11 | … | … | 10 | … | 1 | … |
| Arterial pCO2 | 11 | … | … | 11 | … | … | … |
| Carboxyhemoglobin | 10 | … | … | … | 10 | … | … |
| Methemoglobin | 10 | … | … | … | 10 | … | … |
| 5.C. Hematology and Coagulation | |||||||
| Adults | |||||||
| INR | 27 | … | 10 | … | 17 | … | … |
| Hemoglobin | 23 | … | 18 | … | 5 | … | |
| Hematocrit | 15 | … | … | 15 | … | … | … |
| Newborns | |||||||
| Hemoglobin | 18 | 1 | … | 17 | … | … | … |
| Hematocrit | 13 | 1 | … | 12 | … | … | … |
| INR | 10 | … | 10 | … | … | … | … |
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Osher, K.; Kost, G.J. Critical Decision Thresholds for Urgent Physician Notification of Point-of-Care Testing Results. Diagnostics 2026, 16, 1139. https://doi.org/10.3390/diagnostics16081139
Osher K, Kost GJ. Critical Decision Thresholds for Urgent Physician Notification of Point-of-Care Testing Results. Diagnostics. 2026; 16(8):1139. https://doi.org/10.3390/diagnostics16081139
Chicago/Turabian StyleOsher, Kami, and Gerald J. Kost. 2026. "Critical Decision Thresholds for Urgent Physician Notification of Point-of-Care Testing Results" Diagnostics 16, no. 8: 1139. https://doi.org/10.3390/diagnostics16081139
APA StyleOsher, K., & Kost, G. J. (2026). Critical Decision Thresholds for Urgent Physician Notification of Point-of-Care Testing Results. Diagnostics, 16(8), 1139. https://doi.org/10.3390/diagnostics16081139
