1
|
Sankar A, Ladha KS, Grover SC, Jogendran R, Tamming D, Razak F, Verma AA. Predictors of ICU admission associated with gastrointestinal endoscopy in medical inpatients: A retrospective cohort study. J Gastroenterol Hepatol 2022; 37:2074-2082. [PMID: 35869833 DOI: 10.1111/jgh.15969] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/16/2022] [Revised: 06/24/2022] [Accepted: 07/05/2022] [Indexed: 12/09/2022]
Abstract
BACKGROUND AND AIM Gastrointestinal (GI) endoscopic procedures are commonly performed in medical inpatients. Limited prior research has examined factors associated with intensive care unit (ICU) admission after GI endoscopy in medical inpatients. METHODS This retrospective cohort study was conducted using routinely-collected clinical and administrative data from all general medicine hospitalizations at five academic hospitals in Toronto, Canada between 2010 and 2020. We describe ICU admission and death within 48 h of GI endoscopy in medical inpatients. We examined adjusted associations of patient and procedural factors with ICU admission or death using multivariable logistic regression. RESULTS Among 18 290 medical inpatients who underwent endoscopy, 900 (4.9%) required ICU admission or died within 48 h of endoscopy. Following risk adjustment, ICU admission or death were associated with the following procedural factors: endoscopy on the day of hospital admission (aOR 3.16 [2.38-4.21]) or 1 day after admission (aOR 1.92 [1.51-2.44]) and esophagogastroduodenoscopy (EGD) procedures; and the following patient factors: Charlson comorbidity index of two (aOR 1.38 [1.05-1.81]) or three or greater (aOR 1.84 [1.47-2.29]), older age, male sex, lower hemoglobin prior to endoscopy, increased creatinine prior to endoscopy, an admitting diagnosis of liver disease and certain medications (antiplatelet agents and corticosteroids). CONCLUSIONS ICU admission or death after endoscopy was associated with procedural factors such as EGD and timing of endoscopy, and patient factors indicative of acute illness and greater comorbidity. These findings can contribute to improved triage and monitoring for patients requiring inpatient endoscopy.
Collapse
Affiliation(s)
- Ashwin Sankar
- St. Michael's Hospital, Unity Health Toronto, Toronto, Canada.,Department of Anesthesiology and Pain Medicine, University of Toronto, Toronto, Canada.,Li Ka Shing Knowledge Institute, St. Michael's Hospital, Toronto, Canada
| | - Karim S Ladha
- St. Michael's Hospital, Unity Health Toronto, Toronto, Canada.,Department of Anesthesiology and Pain Medicine, University of Toronto, Toronto, Canada.,Li Ka Shing Knowledge Institute, St. Michael's Hospital, Toronto, Canada.,Institute of Health Policy, Management and Evaluation, University of Toronto, Toronto, Canada
| | - Samir C Grover
- St. Michael's Hospital, Unity Health Toronto, Toronto, Canada.,Li Ka Shing Knowledge Institute, St. Michael's Hospital, Toronto, Canada.,Division of Gastroenterology, University of Toronto, Toronto, Canada.,Department of Medicine, University of Toronto, Toronto, Canada
| | - Rohit Jogendran
- Temerty Faculty of Medicine, University of Toronto, Toronto, Canada
| | - Daniel Tamming
- St. Michael's Hospital, Unity Health Toronto, Toronto, Canada
| | - Fahad Razak
- St. Michael's Hospital, Unity Health Toronto, Toronto, Canada.,Li Ka Shing Knowledge Institute, St. Michael's Hospital, Toronto, Canada.,Institute of Health Policy, Management and Evaluation, University of Toronto, Toronto, Canada.,Department of Medicine, University of Toronto, Toronto, Canada
| | - Amol A Verma
- St. Michael's Hospital, Unity Health Toronto, Toronto, Canada.,Li Ka Shing Knowledge Institute, St. Michael's Hospital, Toronto, Canada.,Institute of Health Policy, Management and Evaluation, University of Toronto, Toronto, Canada.,Department of Medicine, University of Toronto, Toronto, Canada
| |
Collapse
|
2
|
Tchou MJ, Tang Girdwood S, Wormser B, Poole M, Davis-Rodriguez S, Caldwell JT, Shannon L, Hagedorn PA, Biondi E, Simmons J, Anderson J, Brady PW. Reducing Electrolyte Testing in Hospitalized Children by Using Quality Improvement Methods. Pediatrics 2018; 141:peds.2017-3187. [PMID: 29618583 PMCID: PMC7008632 DOI: 10.1542/peds.2017-3187] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 12/18/2017] [Indexed: 11/24/2022] Open
Abstract
BACKGROUND AND OBJECTIVES Despite studies indicating a high rate of overuse, electrolyte testing remains common in pediatric inpatient care. Frequently repeated electrolyte tests often return normal results and can lead to patient harm and increased cost. We aimed to reduce electrolyte testing within a hospital medicine service by >25% within 6 months. METHODS We conducted an improvement project in which we targeted 6 hospital medicine teams at a large academic children's hospital system by using the Model for Improvement. Interventions included standardizing communication about the electrolyte testing plan and education about the costs and risks associated with overuse of electrolyte testing. Our primary outcome measure was the number of electrolyte tests per patient day. Secondary measures included testing charges and usage rates of specific high-charge panels. We tracked medical emergency team calls and readmission rates as balancing measures. RESULTS The mean baseline rate of electrolyte testing was 2.0 laboratory draws per 10 patient days, and this rate decreased by 35% after 1 month of initial educational interventions to 1.3 electrolyte laboratory draws per 10 patient days. This change has been sustained for 9 months and could save an estimated $292 000 in patient-level charges over the course of a year. Use of our highest-charge electrolyte panel decreased from 67% to 22% of testing. No change in rates of medical emergency team calls or readmission were found. CONCLUSIONS Our improvement intervention was associated with significant and rapid reduction in electrolyte testing and has not been associated with unintended adverse events.
Collapse
Affiliation(s)
- Michael J. Tchou
- Division of Hospital Medicine, Department of Pediatrics, Cincinnati, Ohio;,James M. Anderson Center for Health Systems Excellence, Cincinnati, Ohio
| | | | | | - Meifawn Poole
- Pediatric Residency Training Program, Cincinnati, Ohio
| | | | | | - Lauren Shannon
- Division of Hospital Medicine, Department of Pediatrics, Cincinnati, Ohio
| | - Philip A. Hagedorn
- Division of Hospital Medicine, Department of Pediatrics, Cincinnati, Ohio
| | - Eric Biondi
- Department of Pediatrics, Johns Hopkins Children’s Center, Baltimore, Maryland
| | - Jeffrey Simmons
- Division of Hospital Medicine, Department of Pediatrics, Cincinnati, Ohio;,James M. Anderson Center for Health Systems Excellence, Cincinnati, Ohio
| | - Jeffrey Anderson
- James M. Anderson Center for Health Systems Excellence, Cincinnati, Ohio;,Heart Institute, Cincinnati Children’s Hospital Medical Center, Cincinnati, Ohio
| | - Patrick W. Brady
- Division of Hospital Medicine, Department of Pediatrics, Cincinnati, Ohio;,James M. Anderson Center for Health Systems Excellence, Cincinnati, Ohio
| |
Collapse
|
3
|
McDonald EG, Saleh RR, Lee TC. Mindfulness-Based Laboratory Reduction: Reducing Utilization Through Trainee-Led Daily 'Time Outs'. Am J Med 2017; 130:e241-e244. [PMID: 28161348 DOI: 10.1016/j.amjmed.2017.01.011] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/19/2016] [Revised: 01/05/2017] [Accepted: 01/06/2017] [Indexed: 10/20/2022]
Abstract
BACKGROUND Overuse of laboratory investigations is widely prevalent in hospitalized patients, leads to discomfort, and increases direct and indirect costs. OBJECTIVE We implemented a simple, inexpensive, mindfulness strategy on our inpatient medical clinical teaching unit to reduce unnecessary laboratory orders through education, a forcing function, and daily structured laboratory "time outs." METHODS On a 26-bed unit in an academic hospital center, the per-period laboratory costs per patient were compared pre- and postintervention using segmented regression analysis of an interrupted time series. RESULTS The average cost per admitted patient decreased from $117 to $66, with an estimated savings of $50,657 over 985 admissions. After adjusting for fiscal period and the presence of our intervention, there was a significant reduction in the per-patient number of total tests, complete blood counts, and electrolyte panels performed (P <.001 for all level and time trend changes). CONCLUSION This trainee-designed and -led intervention, centered around structured, mindfulness-based laboratory test ordering, was successful at decreasing the overuse of common daily blood work in hospitalized patients.
Collapse
Affiliation(s)
- Emily G McDonald
- Department of Medicine, McGill University, Montreal, Quebec, Canada; Clinical Practice Assessment Unit, McGill University Health Centre, Montreal, Quebec, Canada.
| | - Ramy R Saleh
- Department of Medicine, McGill University, Montreal, Quebec, Canada
| | - Todd C Lee
- Department of Medicine, McGill University, Montreal, Quebec, Canada; Clinical Practice Assessment Unit, McGill University Health Centre, Montreal, Quebec, Canada
| |
Collapse
|