Ronald A Kahn, Natalia Egorova, Yuxia Ouyang, Garrett W Burnett, Ira Hofer, David B Wax, Muoi Trinh
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During the second year of the study protocol, a commercially available business intelligence platform was used to deliver individualized monthly dashboard of these parameters to each practitioner. Continuous values are expressed as median [first quartile, third quartile]. During the study period, 53,294 patients managed by 79 anesthesiologists were available for analysis. Bivariate analysis revealed an overall decrease in median FGF from 2.0 [1.9, 3.0] liters/minute (l/min) to 1.9 [1.7, 2.0] l/min (p < 0.001). There was a significant decrease in the overall total CDE<sub>20</sub> from 5.10 [0,12.3] to 3.59 [0,8.78] kg/hr (p < 0.001). Multivariate analysis demonstrated an initial decrease in monthly practitioner total CDE<sub>20</sub> production with the intervention (odds ratio (OR) 0.875 95% confidence interval (CI) 0.809-0.996, p < 0.001) and a faster decrease rate in monthly total CDE<sub>20</sub> (OR 0.986, 95% CI 0.976-0,996, p < 0.001). Dashboard distribution initially decreased isoflurane (intervention OR 0.97 95% CI 0.96-0.99, p = 0.001) and N<sub>2</sub>O (OR 0.82 95% CI 0.73-0.94, p = 0.003) CDE<sub>20</sub> production and was associated with a steeper declining rate of isoflurane (OR 0.87, CI 0.79-0.94, p < 0.001) and desflurane (OR 0.9, 0.84-0.97, p = 0.005) CDE<sub>20</sub> production. The intervention did not have a significant effect on the monthly rate of decline of sevoflurane or N<sub>2</sub>O CDE<sub>20</sub>. The average practitioner FGF decreased by 0.3 l/m (95% confidence interval (CI): -0,011, -0.5, p = 0.002) with dashboard distributions. 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Bivariate analysis revealed an overall decrease in median FGF from 2.0 [1.9, 3.0] liters/minute (l/min) to 1.9 [1.7, 2.0] l/min (p < 0.001). There was a significant decrease in the overall total CDE<sub>20</sub> from 5.10 [0,12.3] to 3.59 [0,8.78] kg/hr (p < 0.001). Multivariate analysis demonstrated an initial decrease in monthly practitioner total CDE<sub>20</sub> production with the intervention (odds ratio (OR) 0.875 95% confidence interval (CI) 0.809-0.996, p < 0.001) and a faster decrease rate in monthly total CDE<sub>20</sub> (OR 0.986, 95% CI 0.976-0,996, p < 0.001). Dashboard distribution initially decreased isoflurane (intervention OR 0.97 95% CI 0.96-0.99, p = 0.001) and N<sub>2</sub>O (OR 0.82 95% CI 0.73-0.94, p = 0.003) CDE<sub>20</sub> production and was associated with a steeper declining rate of isoflurane (OR 0.87, CI 0.79-0.94, p < 0.001) and desflurane (OR 0.9, 0.84-0.97, p = 0.005) CDE<sub>20</sub> production. The intervention did not have a significant effect on the monthly rate of decline of sevoflurane or N<sub>2</sub>O CDE<sub>20</sub>. The average practitioner FGF decreased by 0.3 l/m (95% confidence interval (CI): -0,011, -0.5, p = 0.002) with dashboard distributions. 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引用次数: 0
摘要
麻醉气体导致全球变暖。我们描述了一个为期两年的绩效改进项目,以检查个性化提供者仪表板反馈麻醉气体二氧化碳当量(CDE20)产生与围手术期管理中位新鲜气体流量(FGF)之间的关系。使用自定义结构化查询语言(SQL)查询,确定每种麻醉气体的每小时CDE20和中位数FGF。在第一年,医生没有得到任何关于麻醉气体使用的反馈。在研究协议的第二年,一个商业上可用的商业智能平台被用来向每个从业者提供这些参数的个性化月度仪表板。连续值表示为中位数[第一四分位数,第三四分位数]。在研究期间,79名麻醉师管理的53,294例患者可用于分析。双变量分析显示,FGF中位数总体下降,从2.0[1.9,3.0]升/分钟(l/min)降至1.9[1.7,2.0]升/分钟(p20),从5.10[0,12.3]降至3.59 [0,8.78]kg/小时(p 20产量)(优势比(OR) 0.875, 95%置信区间(CI) 0.809-0.996, p 20 (OR) 0.986, 95% CI 0.976- 0.9996, p 20 (OR 0.82, 95% CI 0.73-0.94, p = 0.003)), CDE20产量下降幅度更大(OR 0.87, CI 0.79-0.94, p 20产量)。干预对七氟醚或N2O CDE20的月下降率没有显著影响。平均从业人员FGF下降0.3升/米(95%置信区间(CI): -0,011, -0.5, p = 0.002)与仪表板分布。仪表板分布可能是减少FGF以及麻醉温室气体排放成分的有效工具。
Influence of Practitioner Dashboard Feedback on Anesthetic Greenhouse Gas Emissions: A Prospective Performance Improvement Investigation.
Anesthetic gases contribute to global warming. We described a two-year performance improvement project to examine the association of individualized provider dashboard feedback of anesthetic gas carbon dioxide equivalent (CDE20) production and median perioperative fresh gas flows (FGF) during general anesthetics during perioperative management. Using a custom structured query language (SQL) query, hourly CDE20 for each anesthetic gas and median FGF were determined. During the first year, practitioners were not given any feedback on their use of anesthetic gases. During the second year of the study protocol, a commercially available business intelligence platform was used to deliver individualized monthly dashboard of these parameters to each practitioner. Continuous values are expressed as median [first quartile, third quartile]. During the study period, 53,294 patients managed by 79 anesthesiologists were available for analysis. Bivariate analysis revealed an overall decrease in median FGF from 2.0 [1.9, 3.0] liters/minute (l/min) to 1.9 [1.7, 2.0] l/min (p < 0.001). There was a significant decrease in the overall total CDE20 from 5.10 [0,12.3] to 3.59 [0,8.78] kg/hr (p < 0.001). Multivariate analysis demonstrated an initial decrease in monthly practitioner total CDE20 production with the intervention (odds ratio (OR) 0.875 95% confidence interval (CI) 0.809-0.996, p < 0.001) and a faster decrease rate in monthly total CDE20 (OR 0.986, 95% CI 0.976-0,996, p < 0.001). Dashboard distribution initially decreased isoflurane (intervention OR 0.97 95% CI 0.96-0.99, p = 0.001) and N2O (OR 0.82 95% CI 0.73-0.94, p = 0.003) CDE20 production and was associated with a steeper declining rate of isoflurane (OR 0.87, CI 0.79-0.94, p < 0.001) and desflurane (OR 0.9, 0.84-0.97, p = 0.005) CDE20 production. The intervention did not have a significant effect on the monthly rate of decline of sevoflurane or N2O CDE20. The average practitioner FGF decreased by 0.3 l/m (95% confidence interval (CI): -0,011, -0.5, p = 0.002) with dashboard distributions. Dashboard distribution may be an effective tool to decrease FGF as well as components of anesthetic greenhouse gas emissions.
期刊介绍:
Journal of Medical Systems provides a forum for the presentation and discussion of the increasingly extensive applications of new systems techniques and methods in hospital clinic and physician''s office administration; pathology radiology and pharmaceutical delivery systems; medical records storage and retrieval; and ancillary patient-support systems. The journal publishes informative articles essays and studies across the entire scale of medical systems from large hospital programs to novel small-scale medical services. Education is an integral part of this amalgamation of sciences and selected articles are published in this area. Since existing medical systems are constantly being modified to fit particular circumstances and to solve specific problems the journal includes a special section devoted to status reports on current installations.