Optimizing Constraint Test Ordering for Efficient Automated Stowage Planning

Author(s):  
Zhuo Qi Lee ◽  
Rui Fan ◽  
Wen-Jing Hsu
PEDIATRICS ◽  
2016 ◽  
Vol 137 (Supplement 3) ◽  
pp. 276A-276A
Author(s):  
Kaynan Doctor ◽  
Kristen Breslin ◽  
Melissa M. Tavarez ◽  
Deena Berkowitz ◽  
James M. Chamberlain

2019 ◽  
Author(s):  
Busra Ergun ◽  
Evrim Gunes ◽  
Ayse Kocabiyikoglu ◽  
Ahmet Keskin

2020 ◽  
Vol 41 (S1) ◽  
pp. s484-s485
Author(s):  
Raghavendra Tirupathi ◽  
Ruth Freshman ◽  
Norma J Montoy ◽  
Melissa Gross

Background: Distinguishing active Clostridioides difficile infection (CDI) from asymptomatic colonization remains a challenging task in the era of PCR testing. Inappropriate testing leads to overtesting and overdiagnosis, inadvertent treatment, and isolation in addition to laboratory identified (LabID) events, leading to increased incidence to hospital-onset CDI (HO-CDI). The institution has a nurse-driven C. difficile test ordering protocol, and we noted a significant increase in the HO-CDI incidence in 2017 due to inappropriate testing, with rates as high as 0.94 per 1,000 patient days. Methods: In September 2017, a multidisciplinary team reviewed and initiated algorithm-based testing with mandatory audit and review by infection preventionists (IPs) under the guidance of an ID physician of all ordered tests. They reviewed the adequacy and legitimacy of order for multiple parameters, including minimum 3 loose stools in 24 hours, use of laxatives in last 24 hours, consistency of the sample, presence of at least 1 clinical parameters (ie, fever, abdominal pain, leukocytosis, sepsis, or septic shock), recent or concomitant antibiotic use, recent PCR testing in the last 14 days, and chart review for medical and/or surgical history. The IPs served as the gatekeepers to testing and rejected the samples that were deemed inappropriate. Ambiguous cases were discussed with the ID specialist. On the microscope lab side, all specimens sent were batched to be run twice a day at 8:30 a.m. and 2:30 p.m., and testing was performed only on the samples cleared by infection preventionists. Results: The number of PCR tests completed in the comparison quarter of 2016 was 220, which decreased to 157 tests in 2017 with a reduction of 28%. After a full year of implementation of the diagnostic stewardship protocol, the number of completed PCR tests decreased to 626 from 940 PCR tests in 2016, with an overall 34% decrease in testing. In the year following the implementation of diagnostic stewardship, HO-CDI decreased from 60 events in 2017 to 43 events in 2018, with a reduction of 28%. Subsequently, HO-CDI further decreased in 2019 from 43 to 28, with a reduction of 35%. Since the implementation of the project in 2017, HO-CDIs have decreased by 54% overall. The reduction in 314 C. difficile PCR tests in the first year led to a savings of $8,300 in laboratory testing supplies. The reduction of HO CDI by 17 led to cost avoidance of $293,420. Conclusions: Our experience shows that the IP-run diagnostic stewardship program was highly successful in streamlining testing, with cost savings on several fronts.Funding: NoneDisclosures: NoneDisclosures:Commercial Company : If I am presenting research funded by a commercial company, the information presented will be based on generally accepted scientific principals and methods, and will not promote the commercial interest of the funding company.DisagreeRaghavendra Tirupathi


2020 ◽  
Vol 154 (Supplement_1) ◽  
pp. S152-S152
Author(s):  
S Fathima ◽  
A R Gardner ◽  
A J Sohn ◽  
R Benavides

Abstract Introduction/Objective In teaching hospitals, patients receive direct care from a succession of different physicians, each of whom may order diagnostic tests on the same patient resulting in multiple physicians unknowingly ordering the same test in the same time period, leading to overutilization. We examined the association of test-ordering by multiple physicians with duplication of two tests, Beta D-Glucan (BDG) and CMV Viral Load by PCR non blood, as aid for detection of fungal and cytomegaloviral infections, respectively Methods Retrospective medical records at Baylor University Medical Center, Dallas were examined in between 10/1/2019- 10/30/2019. A total 167 test orders were identified for CMV Viral Load non blood and BDG presence in blood. Each medical record was assessed for frequency of ordering along with the physicians who ordered them Results A total 167 tests were ordered in which, 120 times BDG was ordered and 52 times CMV was ordered. Singleton orders were noted in 85(50%) instances of BDG & 30(17%) for CMV.Multiple test orders were 44 (25%) for BDG and 8 (4%) for CMV respectively. Both CMV and BDG were ordered together 57 times. The time stamps of multiple test orders in individual patients was assessed for instances of orders that were less than 3 days apart and analysis showed out of the 44 multiple test orders, 34% (15) test orders were ordered less than 3 days apart and 66%(29) tests were ordered more than 3 days apart for BDG. Upon chart review, most of these quickly successive orders were by different physicians. The estimated costs of the duplicate orders are 4334.0$ & 1104.16$ for BDG and CMV respectively. Conclusion CMV and BDG are commonly ordered on many patients. Analysis shows that many times, physicians order testing when the same test has been ordered very recently by a separate physician. Note that for both tests, retesting in less than three days is not normally indicated, however this happens often, especially for BDG. This is most likely due to difficulty in determining within the EHR what tests are drawn and “pending’ but not yet finalized and reported. With usage of prompts/ alerts in EMR that warn of existing “pending’ orders by another caregiver, the frequency of duplicate test ordering for the same patient may be reduced, in turn reducing the costs of healthcare.


2021 ◽  
Vol 1821 (1) ◽  
pp. 012040
Author(s):  
N L A Pramesti ◽  
I Mukhlash ◽  
S Nugroho

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