| Literature DB >> 31042718 |
Benjamin Clouzeau1, Marie Caujolle1, Aurelie San-Miguel1, Jerome Pillot1, Nathalie Gazeau2,3, Christophe Tacaille4, Vincent Dousset4, Fabienne Bazin5, Frederic Vargas1, Gilles Hilbert1, Mathieu Molimard3,5, Didier Gruson1, Alexandre Boyer1,5.
Abstract
INTRODUCTION: Few studies described strategies to improve the use of diagnostic tests in intensive care units (ICU). No study assessed whether their impact was sustained or not. In this study, we assessed whether a multi-faceted intervention for more appropriate use of laboratory testing can decrease the number of tests, is sustainable, is not associated with additional morbidity and represents a potential cost saving.Entities:
Mesh:
Year: 2019 PMID: 31042718 PMCID: PMC6493704 DOI: 10.1371/journal.pone.0214802
Source DB: PubMed Journal: PLoS One ISSN: 1932-6203 Impact factor: 3.240
Fig 1Characteristics of interventions according to different periods.
Routine demand of main biochemical laboratory tests according to different periods.
| Laboratory tests | Period 1 | Period 2 | Period 3 | Period 4 |
|---|---|---|---|---|
| Creatinin | 1,3 | 0,77 | 0,84 | 1,1 |
| BUN | 1,34 | 0,81 | 1,02 | 1,1 |
| Potassium | 1,35 | 1,08 | 1,43 | 1,42 |
| Calcium | 1,34 | 0,28 | 0,40 | 0,43 |
| Glucose | 1,34 | 0,22 | 0,24 | 0,40 |
| Total Bilirubin | 0,75 | 0,27 | 0,39 | 0,69 |
| Sodium | 1,35 | 0,97 | 1,16 | 1,29 |
| Protide | 1,35 | 0,23 | 0,29 | 0,43 |
| Phosphore | 1,34 | 0,28 | 0,19 | 0,43 |
| CRP | 0,10 | 0,03 | 0,02 | 0,02 |
| BNP | 0,20 | 0,02 | 0,02 | 0,02 |
| PCT | 0,65 | 0,10 | 0,06 | 0,07 |
| Transaminases | 0,56 | 0,22 | 0,3 | 0,46 |
| GGT | 0,43 | 0,18 | 0,3 | 0,46 |
| Troponin | 0,47 | 0,16 | 0,31 | 0,43 |
| Blood count | 1 | 0.74 | 0.89 | 1.12 |
| Coagulation factors | 0.41 | 0.28 | 0.29 | 0.38 |
| Fibrinogen | 0.33 | 0.35 | 0.40 | 0.53 |
1 Results are expressed as the overall number of test per ICU-patient days (where the ICU-patient days represent the sum of all days of all patients hospitalized in the ICU during the period).
2 All the tests comparing period 2,3 or 4 with period 1 were significant with p value <0.0001 except Total bilirubin and Troponin (period 4 vs. period 1;p = 0.6), CRP (period 4 vs. period 3;p = 0.06), and Firbinogen (period 3 vs. period 1;p = 0;7).
BUN blood urea nitrogen; CRP C reactive protein; BNP Brain natriuretic peptide; PCT Procalcitonin; GGT Gammaglutamyl transpeptidase
Cost of biological tests.
| Period 1 2010 | Period 2 2011 | Period 3 2012 | Period 4 2013 | |||||
|---|---|---|---|---|---|---|---|---|
| euros | US dollars | euros | US dollars | euros | US dollars | euros | US dollars | |
| Creatinin | 2.16 | 2.44 | 1.89 | 2.14 | 1.89 | 2.14 | 1.89 | 2.14 |
| BUN | 2.16 | 2.44 | 1.89 | 2.14 | 1.89 | 2.14 | 1.89 | 2.14 |
| Potassium | 2.16 | 2.44 | 1.89 | 2.14 | 1.89 | 2.14 | 1.89 | 2.14 |
| Calcium | 2.16 | 2.44 | 1.89 | 2.14 | 1.89 | 2.14 | 1.89 | 2.14 |
| Glucose | 1.35 | 1.53 | 1.35 | 1.53 | 1.35 | 1.53 | 1.35 | 1.53 |
| Total Bilirubin | 3.24 | 3.66 | 2.7 | 3.05 | 2.7 | 3.05 | 2.7 | 3.05 |
| Sodium | 1.89 | 2.14 | 1.89 | 2.14 | 1.89 | 2.14 | 1.89 | 2.14 |
| Protide | 2.16 | 2.44 | 1.89 | 2.14 | 1.89 | 2.14 | 1.89 | 2.14 |
| CRP | 5.67 | 6.41 | 5.4 | 6.1 | 4.05 | 4.58 | 3.24 | 3.66 |
| BNP | 22.95 | 25.93 | 22.95 | 25.93 | 22.95 | 25.93 | 22.95 | 25.93 |
| PCT | 27 | 30.51 | 24.3 | 27.46 | 21.6 | 24.41 | 21.6 | 24.41 |
| Transaminases | 5.4 | 6.1 | 4.05 | 4.58 | 3.78 | 4.27 | 2.97 | 3.36 |
| GGT | 2.7 | 3.05 | 2.16 | 2.44 | 1.89 | 2.14 | 1.89 | 2.14 |
| Gazometry | 22.95 | 25.93 | 21.6 | 24.41 | 20.25 | 22.88 | 20.25 | 22.88 |
| Troponin | 17.55 | 19.83 | 17.55 | 19.83 | 17.55 | 19.83 | 17.55 | 19.83 |
| Blood count | 9.18 | 10.37 | 8.64 | 9.76 | 8.37 | 9.46 | 8.37 | 9.46 |
| Coagulation factors | 6.75 | 7.63 | 6.75 | 7.63 | 6.75 | 7.63 | 6.75 | 7.63 |
| Fibrinogen | 5.4 | 6.1 | 5.4 | 6.1 | 5.4 | 6.1 | 5.4 | 6.1 |
Current exchange rate: 1 Euro = 1.13 US Dollars
Demographic characteristics according to different periods.
| Laboratory tests | Baseline | Protocol | Routine | Reality |
|---|---|---|---|---|
| N patients | 875 | 883 | 983 | 574 |
| ICU-patient days | 4138 | 4433 | 4680 | 2327 |
| Age | 59.0 ± 3.2 | 59.5 ± 2.3 | 58.9 ± 3.2 | 58.2 ± 0.7 |
| Rate of mechanical ventilation | 64.9 ± 7.4 | 63.5 ± 9.1 | 58.0 ± 10.8 | 64.5 ± 7.1 |
| SAPS II | 52.6 ± 2.8 | 53.2 ± 3.2 | 53.7 ± 4.8 | 50.8 ± 1.3 |
| Mortality rate | 22 | 20 | 21.5 | 19 |
1 Last seven months; All the tests comparing pairs of period were significant with p <0.001 except:
*p = 0.41 period 3 vs 1
**p = 0.39 period 4 vs 1 and p = 0.04 period 4 vs 2
£ no statistical difference between periods (p = 0.47)
Number and type of laboratory tests ordered in ICU A according to different periods.
| Laboratory tests | Baseline | Protocol | Routine | Reality |
|---|---|---|---|---|
| Biochemical tests | ||||
| N tests | 135 120 | 53 463 | 74 692 | 47 271 |
| N/N patients | 154.4±29.8 | 60.5±14.2 | 76.0±7.8 | 82.4±12.7 |
| N/ICU-patient days | 32.7±5.9 | 12.1±3.4 | 16.0±10.7 | 20.3±3.1 |
| Haematological tests | ||||
| N tests | 15 185 | 10 608 | 12 843 | 10 348 |
| N/N patients | 17.4±4.2 | 12.0±2.1 | 13.1±1.8 | 18.0±3.1 |
| N/ICU-patient days | 3.7±0.8 | 2.4±0.4 | 2.7±2.0 | 4.4±0.9 |
| Pharmacological tests | ||||
| N tests | 1560 | 1265 | 1569 | 920 |
| N/N patients | 1.8±0.5 | 1.4±0.3 | 1.6±0.4 | 1.6±0.3 |
| N/ICU-patient days | 0.4±0.1 | 0.3±0.1 | 0.3±0.3 | 0.4±0.1 |
| Immunological tests | ||||
| N tests | 517 | 655 | 530 | 552 |
| N/N patients | 0.6±0.5 | 0.7±0.4 | 0.5±0.3 | 1.0±0.5 |
| N/ICU-patient days | 0.1±0.1 | 0.1±0.1 | 0.1±0.1 | 0.2±0.1 |
| Virological tests | ||||
| N tests | 1786 | 1194 | 1477 | 1304 |
| N/N patients | 2.0±0.8 | 1.4±0.5 | 1.5±0.4 | 2.3±0.9 |
| N/ICU-patient days | 0.4±0.2 | 0.3±0.1 | 0.3±0.2 | 0.6±0.2 |
| Mycoparasitological tests | ||||
| N tests | 66 | 67 | 95 | 421 |
| N/N patients | 0.1±0.1 | 0.1±0.0 | 0.1±0.1 | 0.7±0.5 |
| N/ICU-patient days | 0.0±0.0 | 0.0±0.0 | 0.0±0.0 | 0.2±0.1 |
| Overall number of tests per ICU-patient days | 37.3±5.5 | 15.2±3.2 | 19.3±13.2 | 26.0±4.1 |
| Total Euros per ICU-patient days | 238.9 ±40.6 | 103.9 ±27.9 | 145.2±99.6 | 181.9 ±28.8 |
1 Last seven months
2 The cost does not include immunological and mycoparasitological tests
All the comparisons yielded significant differences with p<0.001 except
*no statistically significant difference between P4 and P3
** no statistically significant difference between P1 and P2
*** no statistically significant difference between P1 and P3
**** no statistically significant difference between P2 and P3
N number of test orders; ICU Intensive care unit; SAPS Simplified acute physiology score
Comparison of laboratory tests costs in ICU A according to different periods.
| Euros | |||||
|---|---|---|---|---|---|
| Laboratory tests | Period 1, 2010 | Period 2, 2011 | Period 3, 2012 | Period 4, 2013 | p |
| Biochemical | 182.6 ±35.5 | 64.9 ±26.9 | 96.2 ±61.5 | 113.5 ±16.0 | <0.0001 |
| Haematological | 27.0 ± 6.2 | 18.1 ± 2.8 | 23.8 ±19.3 | 32.5 ± 6.2 | <0.0001 |
| Pharmacological | 8.3 ± 2.5 | 5.6 ± 1.1 | 7.1 ± 6.7 | 8.3 ± 1.6 | <0.0001 |
| Virological | 20.9 ± 7.2 | 15.3 ± 7.9 | 18.1 ±13.1 | 27.6 ±10.4 | <0.0001 |
| Total | 238.9 ±40.6 | 103.9 ±27.9 | 145.2 ±99.6 | 181.9 ±28.8 | <0.0001 |
Current exchange rate: 1 Euro = 1.13 US Dollars
* Kruskall Wallis test: the p value refers to the comparison test of the costs during any period vs. any other periods
Comparison of laboratory test orders between ICU A and B according to different periods.
| Laboratory tests | Period 1 | Period 2 | Period 3 | Period 4 | ||||
|---|---|---|---|---|---|---|---|---|
| ICU A | ICU B | ICU A | ICU B | ICU A | ICU B | ICU A | ICU B | |
| N patients | 875 | 675 | 883 | 634 | 983 | 658 | 574 | 425 |
| N ICU patients days | 4138 | 3972 | 4433 | 4139 | 4680 | 4274 | 2327 | 2440 |
| Biochemical tests | ||||||||
| N tests | 135 120 | 109464 | 53 463 | 104 737 | 74 692 | 101 620 | 47 271 | 53838 |
| N/N patients | 154.4 | 162.2 | 60.5 | 165.2 | 76.0 | 154.4 | 82.4 | 126.7 |
| N/N ICU-patient days | 32.7 | 27.6 | 12.1 | 25.3 | 16.0 | 23.7 | 20.3 | 22.1 |
| Haematological tests | ||||||||
| N tests | 15 185 | 13 789 | 10 608 | 14 194 | 12 843 | 13 725 | 10 348 | 10291 |
| N/N patients | 17.4 | 20.4 | 12.0 | 22.4 | 13.1 | 20.9 | 18.0 | 24.2 |
| N/N ICU-patient days | 3.7 | 3.5 | 2.4 | 3.4 | 2.7 | 3.2 | 4.4 | 4.2 |
| Pharmacological tests | ||||||||
| N tests | 1560 | 1629 | 1265 | 1505 | 1569 | 1677 | 920 | 883 |
| N/N patients | 1.8 | 2.4 | 1.4 | 2.4 | 1.6 | 2.5 | 1.6 | 2.1 |
| N/N ICU-patient days | 0.4 | 0.4 | 0.3 | 0.4 | 0.3 | 0.4 | 0.4 | 0.4 |
| Immunological tests | ||||||||
| N tests | 517 | 282 | 655 | 613 | 530 | 460 | 552 | 539 |
| N/N patients | 0.6 | 0.4 | 0.7 | 1.0 | 0.5 | 0.7 | 1.0 | 1.3 |
| N/N ICU-patient days | 0.1 | 0.1 | 0.1 | 0.1 | 0.1 | 0.1 | 0.2 | 0.2 |
| Virological tests | ||||||||
| N tests | 1786 | 1463 | 1194 | 1588 | 1477 | 1282 | 1304 | 1129 |
| N/N patients | 2.0 | 2.2 | 1.4 | 2.5 | 1.5 | 1.9 | 2.3 | 2.7 |
| N/N ICU-patient days | 0.4 | 0.4 | 0.3 | 0.4 | 0.3 | 0.3 | 0.6 | 0.5 |
| N Mycological tests | ||||||||
| N tests | 66 | 57 | 67 | 90 | 95 | 72 | 421 | 278 |
| N/N patients | 0.1 | 0.1 | 0.1 | 0.1 | 0.1 | 0.1 | 0.7 | 0.7 |
| N/N ICU-patient days | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.2 | 0.1 |
| Overall tests | 176.3 | 187.7 | 76.1 | 183.6 | 92.8 | 180.5 | 106 | 157.7 |
| Overall tests per ICU-patient days | 37.3 | 31.9 | 15.2 | 29.5 | 19.3 | 27.7 | 26.0 | 27.5 |
| Total Euros per ICU-patient days | 239 | 218 | 104 | 206 | 145 | 184 | 182 | 193 |
1 All statistical tests have been used to compare ICU A vs ICU B within each period: they were all statistically significant with p<0.0001, except
*p = 0.0526
ICU Intensive care unit
Fig 2Comparison of the number of test per ICU-patient days between ICU A and B.