| Literature DB >> 33718786 |
Yu Wu1, Aaron C Spaulding2, Shalmali Borkar2, Michelle M Shoaei3, Maria Mendoza4, Rhonda L Grant5, Bruce W Barber5, Gretchen S Johns5, Pablo Moreno Franco6.
Abstract
OBJECTIVE: To reduce diagnostic blood loss by using small volume tubes for routine laboratory testing throughout the hospital, as blood loss from laboratory testing can be substantial for patients and may lead to hospital-acquired anemia. PATIENTS AND METHODS: Diagnostic blood loss was evaluated in hospitalized patients between April 1, 2017, and June 1, 2018. The preintervention, during intervention, and postintervention mean diagnostic blood loss per hospitalized patient was compared across the floors and for each type of tube for hematology, basic metabolic panel, and coagulation tests. Mean hemoglobin levels, blood transfusions per hospitalized patient, and percent redraws were also compared.Entities:
Keywords: BMP, basic metabolic panel; DBL, diagnostic blood loss; HAA, hospital-acquired anemia; ICU, intensive care unit; IRR, incidence risk ratio; MS-DRG, Medicare Severity Diagnosis Related Group; T/CC, transplant and critical care
Year: 2020 PMID: 33718786 PMCID: PMC7930757 DOI: 10.1016/j.mayocpiqo.2020.08.007
Source DB: PubMed Journal: Mayo Clin Proc Innov Qual Outcomes ISSN: 2542-4548
Demographic Characteristics of the Patient Care Units
| All patient care units | |||||
|---|---|---|---|---|---|
| Characteristic | Preimplementation phase (n=30) | During implementation phase (n=70) | Postimplementation phase (n=50) | Total (N=150) | |
| Age (y) | .0051 | ||||
| Median (range) | 61.1 (55.0-66.2) | 61.4 (52.8-68.5) | 63.9 (52.9-69.4) | 62.2 (52.8-69.4) | |
| Mean ± SD | 61.1±3.22 | 61.5±3.77 | 63.4±3.66 | 62.0±3.74 | |
| MS-DRG score | .491 | ||||
| Median (range) | 5.2 (2.3-8.6) | 4.7 (1.9-9.3) | 4.6 (2.4-7.6) | 4.7 (1.9-9.3) | |
| Mean ± SD | 5.2±2.19 | 5.0±2.06 | 4.6±1.56 | 4.9±1.94 | |
| Percentage of female patients | .571 | ||||
| Median (range) | 44.3 (24.5-64.6) | 46.5 (28.6-65.5) | 44.5 (27.2-66.3) | 44.8 (24.5-66.3) | |
| Mean ± SD | 44.3±8.94 | 46.3±8.18 | 45.8±8.55 | 45.8±8.44 | |
| Percentage of white patients | .091 | ||||
| Median (range) | 85.7 (74.5-96.1) | 83.6 (67.3-89.9) | 84 (73.5-92.8) | 84 (67.3-96.1) | |
| Mean ± SD | 85.1±5.01 | 82.7±4.53 | 83.6±4.67 | 83.5±4.73 | |
| Percentage of black patients | .021 | ||||
| Median (range) | 8.7 (2.6-20.4) | 10.9 (2.4-20.2) | 9.8 (2.1-18.0) | 10.4 (2.1-20.4) | |
| Mean ± SD | 9.4±4.30 | 11.2±3.40 | 9.8±3.27 | 10.4±3.61 | |
| Percentage of other races | .181 | ||||
| Median (range) | 4.9 (1.3-10.8) | 5.7 (1.1-15.7) | 6.2 (1.3-11.8) | 5.7 (1.1-15.7) | |
| Mean ± SD | 5.5±2.75 | 6.1±2.81 | 6.5±2.76 | 6.1±2.79 | |
| Average census | .611 | ||||
| Median (range) | 22.0 (9.9-26.5) | 23.0 (11.7-26.8) | 22.9 (12.3-27.3) | 23.0 (9.9-27.3) | |
| Mean ± SD | 20.7±4.88 | 21.5±4.18 | 22.2±3.47 | 21.6±4.12 | |
MS-DRG, Medicare Severity Diagnosis Related Group.
Distribution of Mean Hemoglobin Levels, Number of Transfusions, Total Milliliters of Blood Drawn Using Different Tubes
| All patient care units | |||||
|---|---|---|---|---|---|
| Variable | Preimplementation phase (n=30) | During implementation phase (n=70) | Postimplementation phase (n=50) | Total (N=150) | |
| Hemoglobin level (g/dL) | .68 | ||||
| Median (range) | 9.8 (8.6-11.5) | 9.6 (8.8-11.2) | 9.7 (8.8-11.2) | 9.7 (8.6-11.5) | |
| Mean ± SD | 9.8±0.70 | 9.7±0.58 | 9.8±0.56 | 9.8±0.59 | |
| Number of transfusions | .88 | ||||
| Median (range) | 38.0 (7.0-149.0) | 44.5 (7.0-179.0) | 49.0 (4.0-194.0) | 46.5 (4.0-194.0) | |
| Mean ± SD | 60.0±46.73 | 62.5±48.64 | 58.5±44.77 | 60.7±46.72 | |
| Blood volume for coagulation testing (mL) | .05 | ||||
| Median (range) | 369 (54.0-1831.5) | 331.2 (49.5-1818.0) | 253.8 (13.51169.1) | 290.3 (13.5-1831.5) | |
| Mean ± SD | 566.9±514.46 | 509.4±448.81 | 316.0±270.53 | 456.4±423.38 | |
| Basic metabolic panel (mL) | .45 | ||||
| Median (range) | 1030 (45.0-2720.0) | 965 (55.0-2960.0) | 661.5 (77.0-2422.0) | 791 (45.0-2960.0) | |
| Mean ± SD | 1058.2±852.83 | 1047.1±842.65 | 807.6±607.21 | 969.5±777.71 | |
| Blood volume for hematology testing (mL) | .02 | ||||
| Median (range) | 1180 (300.0-2692.0) | 1192 (392.0-2952.0) | 987 (240.0-1968.0) | 1081.5 (240.0-2952.0) | |
| Mean ± SD | 1192.7±591.14 | 1280.0±611.51 | 970.3±418.13 | 1159.3±563.67 | |
| Percent redraws per month | .004 | ||||
| Median (range) | 1.9 (1.9-2.0) | 2.0 (1.3-2.2) | 2.0 (1.8-2.0) | 2.0 (1.3-2.2) | |
| Mean ± SD | 1.9±0.05 | 1.9±0.29 | 2.0±0.08 | 1.9±0.21 | |
SI conversion factor: To convert g/dL values to g/L, multiply by 10.
FigureMonthly trends in diagnostic blood loss (DBL) in each unit per average census for coagulations tests (A), basic metabolic panel (BMP) tests (B), and hematology tests (C), mean hemogloblin levels in each unit (D), transfusions/average census (E), and percent redraws (F) in the hospital. The solid line indicates entire hospital and the dotted line transplant and critical care units. During, during intervention phase; Post, postintervention phase; Pre, preintervention phase.
Multivariate Regression Comparing Log-Transformed Mean Hemoglobin Levels Between Preimplementation, During Implementation and Postimplementation Phases
| Mean hemoglobin levels in all the patient care units—linear regression | |||
|---|---|---|---|
| Variable | Percent change (95% CI) | ||
| Pre- vs during implementation | During vs postimplementation | Pre- vs postimplementation | |
| Phase | −0.51 (−3.04 to 2.09) | 0.46 (−1.57 to 2.54) | 0.06 (−1.35 to 1.49) |
| Percentage of female patients | −0.26 (−0.46 to −0.07) | −0.24 (−0.4 to −0.07) | −0.34 (−0.55 to −0.12) |
| Mean age of patients | −0.14 (−0.53 to 0.25) | −0.2 (−0.5 to 0.11) | −0.38 (−0.82 to 0.07) |
| Mean MS-DRG score | −1.61 (−2.49 to −0.71) | −1.73 (−2.6 to −0.85) | −1.92 (−3.15 to −0.68) |
| Percentage of white patients | 0.29 (−0.16 to 0.74) | 0.35 (−0.01 to 0.71) | 0.09 (−0.37 to 0.54) |
| Percentage of black patients | 0.24 (−0.31 to 0.79) | 0.25 (−0.23 to 0.74) | −0.15 (−0.76 to 0.47) |
| Inpatient care unit | 0.24 (−0.33 to 0.82) | 0 (−0.52 to 0.52) | 0.11 (−0.58 to 0.82) |
| Average census | 0.37 (0.1 to 0.64) | 0.39 (0.13 to 0.66) | 0.5 (0.18 to 0.82) |
IRR, incidence risk ratio; MS-DRG, Medicare Severity Diagnosis Related Group.
Multivariate Negative Binomial Regression Comparing the Total Milliliters of Blood Drawn Between Preimplementation, During Implementation, and Postimplementation Phases for Basic Metabolic Panel, Coagulation, Hematology Tests
| Variable | IRR (95% CI) | ||
|---|---|---|---|
| Pre- vs during implementation | During vs postimplementation | Pre- vs postimplementation | |
| Total milliliters of blood drawn for basic metabolic panel tests in all the patient care units | |||
| Phase | 0.03 (0.00-0.26) | 0.21 (0.08-0.55) | 0.10 (0.03-0.28) |
| Percentage of female patients | 1.01 (0.91-1.12) | 1.03 (0.97-1.10) | 1.03 (0.95-1.11) |
| Mean age | 1.30 (1.00-1.68) | 1.43 (1.17-1.75) | 1.49 (1.06-2.10) |
| Mean MS-DRG score | 0.56 (0.32-0.97) | 0.40 (0.25-0.62) | 1.58 (0.67-3.72) |
| Percentage of white patients | 0.84 (0.63-1.12) | 1.14 (0.85-1.53) | 1.18 (0.74-1.89) |
| Percentage of black patients | 0.84 (0.61-1.17) | 1.05 (0.76-1.45) | 1.49 (0.72-3.09) |
| Inpatient unit | 0.17 (0.08-0.35) | 0.16 (0.10-0.23) | 0.29 (0.16-0.53) |
| Total milliliters of blood drawn for coagulation tests in all the patient care units | |||
| Phase | 0.05 (0.01-0.31) | 0.13 (0.05-0.36) | 0.09 (0.04-0.24) |
| Percentage of female patients | 1.00 (0.91-1.10) | 1.02 (0.96-1.08) | 1.01 (0.94-1.09) |
| Mean age | 1.33 (1.05-1.68) | 1.44 (1.17-1.77) | 1.42 (1.01-2.00) |
| Mean MS-DRG score | 0.51 (0.33-0.81) | 0.38 (0.25-0.57) | 0.99 (0.44-2.23) |
| Percentage of white patients | 0.95 (0.71-1.26) | 1.15 (0.85-1.54) | 1.24 (0.81-1.90) |
| Percentage of black patients | 0.91 (0.66-1.25) | 1.03 (0.75-1.43) | 1.54 (0.78-3.07) |
| Inpatient unit | 0.18 (0.10-0.33) | 0.15 (0.11-0.22) | 0.23 (0.14-0.38) |
| Total milliliters of blood drawn for hematology tests in all the patient care units | |||
| Phase | 0.03 (0.00-0.19) | 0.13 (0.05-0.33) | 0.08 (0.03-0.21) |
| Percentage of female patients | 0.99 (0.89-1.10) | 1.01 (0.96-1.07) | 1.02 (0.94-1.10) |
| Mean age | 1.39 (1.07-1.80) | 1.46 (1.21-1.75) | 1.59 (1.14-2.22) |
| Mean MS-DRG score | 0.39 (0.23-0.64) | 0.30 (0.20-0.45) | 1.17 (0.49-2.76) |
| Percentage of white patients | 0.82 (0.62-1.10) | 1.11 (0.83-1.48) | 1.14 (0.71-1.85) |
| Percentage of black patients | 0.86 (0.62-1.21) | 1.08 (0.79-1.46) | 1.31 (0.64-2.66) |
| Inpatient unit | 0.19 (0.09-0.41) | 0.18 (0.12-0.27) | 0.32 (0.18-0.58) |
| Total milliliters of blood drawn for basic metabolic panel tests in the transplant and critical care units | |||
| Phase | 0 (0-0.01) | 0.16 (0.03-0.75) | 0.02 (0-0.12) |
| Percentage of female patients | 1.21 (0.97-1.5) | 1.05 (0.95-1.16) | 0.99 (0.88-1.12) |
| Mean age | 1.53 (0.81-2.9) | 1.42 (0.98-2.06) | 1.65 (0.85-3.21) |
| Mean MS-DRG score | 0.41 (0.12-1.39) | 0.18 (0.06-0.53) | 0.28 (0.03-2.99) |
| Percentage of white patients | 0.96 (0.59-1.57) | 1.19 (0.91-1.57) | 0.63 (0.41-0.98) |
| Percentage of black patients | 0.78 (0.44-1.36) | 0.98 (0.72-1.32) | 0.76 (0.44-1.33) |
| Inpatient unit | 0.12 (0.06-0.25) | 0.1 (0.06-0.16) | 0.08 (0.04-0.18) |
| Total milliliters of blood drawn for coagulation tests in the transplant and critical care units | |||
| Phase | 0.00 (0.00-0.03) | 0.09 (0.02-0.48) | 0.02 (0.00-0.12) |
| Percentage of female patients | 1.22 (1.00-1.49) | 1.05 (0.94-1.16) | 0.99 (0.88-1.12) |
| Mean age | 1.70 (0.91-3.21) | 1.52 (1.04-2.22) | 1.69 (0.86-3.35) |
| Mean MS-DRG score | 0.45 (0.13-1.60) | 0.19 (0.06-0.56) | 0.24 (0.02-2.72) |
| Percentage of white patients | 1.04 (0.66-1.66) | 1.21 (0.92-1.60) | 0.74 (0.48-1.14) |
| Percentage of black patients | 0.88 (0.53-1.46) | 1.00 (0.73-1.37) | 0.89 (0.53-1.51) |
| Inpatient unit | 0.13 (0.06-0.24) | 0.11 (0.07-0.17) | 0.09 (0.04-0.20) |
| Total milliliters of blood drawn for hematology tests in the transplant and critical care units | |||
| Phase | 0.00 (0.00-0.03) | 0.20 (0.04-0.95) | 0.03 (0.00-0.18) |
| Percentage of female patients | 1.18 (0.95-1.47) | 1.03 (0.93-1.14) | 0.99 (0.88-1.11) |
| Mean age | 1.47 (0.77-2.78) | 1.44 (0.98-2.12) | 1.72 (0.93-3.16) |
| Mean MS-DRG score | 0.49 (0.14-1.66) | 0.24 (0.08-0.71) | 0.37 (0.04-3.25) |
| Percentage of white patients | 1.00 (0.59-1.69) | 1.23 (0.92-1.64) | 0.61 (0.40-0.93) |
| Percentage of black patients | 0.83 (0.46-1.48) | 1.04 (0.75-1.43) | 0.75 (0.45-1.23) |
| Inpatient unit | 0.16 (0.08-0.32) | 0.13 (0.08-0.21) | 0.11 (0.05-0.22) |
IRR, incidence risk ratio; MS-DRG, Medicare Severity Diagnosis Related Group.