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Le KHN, Qian AS, Nguyen M, Qiao E, Nguyen P, Singh S, Krinsky ML. The hospital frailty risk score as a predictor of readmission after ERCP. Surg Endosc 2024; 38:260-269. [PMID: 37989888 DOI: 10.1007/s00464-023-10531-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2023] [Accepted: 10/12/2023] [Indexed: 11/23/2023]
Abstract
BACKGROUND AND AIMS The 30-day readmission rate is a nationally recognized quality measure with nearly one-fifth of patients being readmitted. This study aims to evaluate frailty, as measured by the hospital frailty risk score (HFRS), as a prognostic indicator for 30-day readmission after inpatient ERCP. METHODS We analyzed weighted discharge records from the 2017 Nationwide Readmissions Database (NRD) to identify patients undergoing ERCP between 01/01/2017 and 11/30/2017. Our primary outcome was the 30-day unplanned readmission rate in frail (defined as HFRS > 5) against non-frail (HFRS < 5) patients. A mixed effects multivariable logistic regression method was employed. RESULTS Among 68,206 weighted hospitalized patients undergoing ERCP, 31.3% were frail. Frailty was associated with higher 30-day readmission (OR 1.23, 95% CI [1.16-1.30]). Multivariable analysis showed a greater risk of readmission with cirrhosis (OR 1.26, 95% CI [1.10-1.45]), liver transplantation (OR 1.36, 95% CI [1.08-1.71]), cancer (OR 1.58, 95% CI [1.48-1.69]), and male gender (OR 1.24, 95% CI [1.18-1.31]). Frail patients also had higher mortality rate (1.8% vs 0.6%, p < 0.01)], longer LOS during readmission (6.7 vs 5.6 days, p < 0.01), and incurred more charges from both hospitalizations ($175,620 vs $132,519, p < 0.01). Sepsis was the most common primary indication for both frail and non-frail readmissions but accounted for a greater percentage of frail readmissions (17.9% vs 12.4%, p < 0.01). CONCLUSIONS Frailty is associated with higher readmission rates, mortality, LOS, and hospital charges for admitted patients undergoing ERCP. Sepsis is the leading cause for readmission. Independent risk factors for readmission include liver transplantation, cancer, cirrhosis, and male gender.
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Affiliation(s)
- Khanh Hoang Nicholas Le
- Division of Gastroenterology, Department of Medicine, University of California San Diego Medical Center, La Jolla, CA, 92103, USA
| | - Alexander S Qian
- Division of Gastroenterology, Department of Medicine, University of California San Diego Medical Center, La Jolla, CA, 92103, USA
| | - Mimi Nguyen
- Division of Gastroenterology, Department of Medicine, University of California San Diego Medical Center, La Jolla, CA, 92103, USA
| | - Edmund Qiao
- Division of Gastroenterology, Department of Medicine, University of California San Diego Medical Center, La Jolla, CA, 92103, USA
| | - Phuong Nguyen
- Hoag Memorial Hospital Presbyterian, Newport Beach, CA, 92663, USA
| | - Siddharth Singh
- Division of Gastroenterology, Department of Medicine, University of California San Diego Medical Center, La Jolla, CA, 92103, USA
| | - Mary Lee Krinsky
- Division of Gastroenterology, Department of Medicine, University of California San Diego Medical Center, La Jolla, CA, 92103, USA.
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Rosenthal MA, Ranji SR, Kanzaria HK, Ortiz GM, Chase J, Chodos AH, Nguyen OK, Rodriguez EG, Makam AN. Characterizing patients hospitalized without an acute care indication: A retrospective cohort study. J Hosp Med 2023; 18:294-301. [PMID: 36757173 DOI: 10.1002/jhm.13061] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/20/2022] [Revised: 01/04/2023] [Accepted: 01/25/2023] [Indexed: 02/10/2023]
Abstract
BACKGROUND Hospitalizations by patients who do not meet acute inpatient criteria are common and overburden healthcare systems. Studies have characterized these alternate levels of care (ALC) but have not delineated prolonged (pALC) versus short ALC (sALC) stays. OBJECTIVE To descriptively compare pALC and sALC hospitalizations-groups we hypothesize have unique needs. DESIGNS, SETTINGS, AND PARTICIPANTS A retrospective study of hospitalizations from March-April 2018 at an academic safety-net hospital. MAIN OUTCOME AND MEASURES Levels of care for pALC (>3 days) and sALC (1-3 days) were determined using InterQual©, an industry standard utilization review tool for determining the clinical appropriateness of hospitalization. We examined sociodemographic and clinical characteristics. RESULTS Of 2365 hospitalizations, 215 (9.1%) were pALC, 277 (11.7%) were sALC, and 1873 (79.2%) had no ALC days. There were 17,683 hospital days included, and 28.3% (n = 5006) were considered ALC. Compared to patients with sALC, those with pALC were older and more likely to be publicly insured, experience homelessness, and have substance use or psychiatric comorbidities. Patients with pALC were more likely to be admitted for care meeting inpatient criteria (89.3% vs. 66.8%, p < .001), had significantly more ALC days (median 8 vs. 1 day, p < .001), and were less likely to be discharged to the community (p < .001). CONCLUSIONS Patients with prolonged ALC stays were more likely to be admitted for acute care, had greater psychosocial complexity, significantly longer lengths of stay, and unique discharge needs. Given the complexity and needs for hospitalizations with pALC days, intensive interdisciplinary coordination and resource mobilization are necessary.
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Affiliation(s)
- Molly A Rosenthal
- Department of General Internal Medicine, University of Washington Medical Center, Seattle, Washington, USA
| | - Sumant R Ranji
- Department of Medicine, Division of Hospital Medicine, San Francisco General Hospital, University of California, San Francisco, California, USA
| | - Hemal K Kanzaria
- Department of Emergency Medicine, University of California, San Francisco, California, USA
- Department of Care Coordination, San Francisco Department of Public Health, San Francisco, California, USA
- Center for Vulnerable Populations, University of California, San Francisco, California, USA
- Philip R. Lee Institute for Health Policy Studies, University of California, San Francisco, California, USA
| | - Gabriel M Ortiz
- Department of Medicine, Division of Hospital Medicine, San Francisco General Hospital, University of California, San Francisco, California, USA
| | - Jack Chase
- Department of Family and Community Medicine, University of California, San Francisco, California, USA
| | - Anna H Chodos
- Department of Medicine, Division of Hospital Medicine, San Francisco General Hospital, University of California, San Francisco, California, USA
| | - Oanh K Nguyen
- Department of Medicine, Division of Hospital Medicine, San Francisco General Hospital, University of California, San Francisco, California, USA
- Center for Vulnerable Populations, University of California, San Francisco, California, USA
- Philip R. Lee Institute for Health Policy Studies, University of California, San Francisco, California, USA
| | - Eric G Rodriguez
- Department of Care Coordination, San Francisco Department of Public Health, San Francisco, California, USA
| | - Anil N Makam
- Department of Medicine, Division of Hospital Medicine, San Francisco General Hospital, University of California, San Francisco, California, USA
- Center for Vulnerable Populations, University of California, San Francisco, California, USA
- Philip R. Lee Institute for Health Policy Studies, University of California, San Francisco, California, USA
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Tewani SK, Tannous GC, Stier MW, Natal E, Vicari J. Improving and Driving Efficiency in Your Endoscopy Unit in the 21st Century. Clin Gastroenterol Hepatol 2022; 20:2680-2683. [PMID: 35926764 DOI: 10.1016/j.cgh.2022.07.018] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Affiliation(s)
| | | | | | - Erica Natal
- Rockford Gastroenterology Associates, Rockford, Illinois
| | - Joseph Vicari
- Rockford Gastroenterology Associates, Rockford, Illinois.
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Martin JA. Reply to "Hospitals and All Stakeholders, Including ERCP Personnel, Should Equitably Share Profits from Cost Savings from Decreased Hospital LOS by Performing Non-emergent ERCPs on Weekends". Dig Dis Sci 2021; 66:1763-1764. [PMID: 33742293 DOI: 10.1007/s10620-021-06933-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 12/14/2020] [Indexed: 12/09/2022]
Affiliation(s)
- John A Martin
- Division of Gastroenterology and Hepatology, Mayo Clinic, 200 First St SW, Rochester, MN, 55905, USA.
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