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Shin S, Roberts SB, Sachar Y, Verma AA, Razak F, Brahmania M. Clinical impact of Choosing Wisely Canada hepatology recommendations: an interrupted time-series analysis using data from GEMINI. BMJ Open Qual 2025; 14:e003142. [PMID: 40122575 PMCID: PMC11934363 DOI: 10.1136/bmjoq-2024-003142] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2024] [Accepted: 03/04/2025] [Indexed: 03/25/2025] Open
Abstract
INTRODUCTION Choosing Wisely Canada (CWC) Hepatology published recommendations in 2017 aiming to reduce low-value care and testing, including serum ammonia tests for hepatic encephalopathy (HE) and transfusion of blood products for minor invasive procedures. We explored the impact of these recommendations in reducing rates of low-value testing and care. METHODS We included all medicine inpatients from 23 hospitals in Ontario, Canada from the GEMINI database between April 2015 and March 2022. Weekly rates of low-value care were measured before and after the CWC Hepatology recommendations (19 July 2017). Interrupted time-series regression models were used to assess time trends for rates of low-value care. Subgroup analysis was completed on hospitalisations under hepatology or gastroenterology services. RESULTS Of 59 155 patients identified with liver disease, 17 906 developed HE and 11 676 cirrhosis patients underwent minor invasive procedures. In the HE cohort, there was no immediate change in the rate of ammonia tests with recommendations, but the overall rate decreased by 0.002 tests per hospitalisation per week (95% CI -0.00413 to -0.000009). With recommendations, we observed an increase in the rate of 0.242 (95% CI 0.010 to 0.474 transfusions/hospitalisation), but no significant difference in the rate change nor in the rate of platelet and vitamin K transfusions. There was no significant change in the rate of platelet and vitamin K transfusions. Hospitalisations under hepatology or gastroenterology services also did not have a change in rates of low-value care overall, except for ammonia tests where the rate decreased by 0.012 tests (95% CI -0.0177 to -0.00626 tests/hospitalisation) per week after recommendations. CONCLUSIONS The CWC recommendations were associated with a reduction in the rate of serum ammonia tests, but not with transfusion of blood products. Thus, there remains an opportunity to reduce low-value care and application of clinical guidelines.
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Affiliation(s)
- Saeha Shin
- Schulich School of Medicine & Dentistry, Western University, London, Ontario, Canada
- Li Ka Shing Knowledge Institute, Unity Health Toronto, Toronto, Ontario, Canada
| | - Surain B Roberts
- Li Ka Shing Knowledge Institute, Unity Health Toronto, Toronto, Ontario, Canada
- Institute of Health Policy, Management and Evaluation, University of Toronto, Toronto, Ontario, Canada
| | - Yashasavi Sachar
- Department of Medicine, Western University, London, Ontario, Canada
| | - Amol A Verma
- Li Ka Shing Knowledge Institute, Unity Health Toronto, Toronto, Ontario, Canada
- Institute of Health Policy, Management and Evaluation, University of Toronto, Toronto, Ontario, Canada
- Temerty Centre for AI Research and Education in Medicine, Temerty Faculty of Medicine, University of Toronto, Toronto, Ontario, Canada
- Department of Medicine, St. Michael's Hospital, Toronto, Ontario, Canada
- Department of Medicine, Temerty Faculty of Medicine, University of Toronto, Toronto, Ontario, Canada
| | - Fahad Razak
- Li Ka Shing Knowledge Institute, Unity Health Toronto, Toronto, Ontario, Canada
- Institute of Health Policy, Management and Evaluation, University of Toronto, Toronto, Ontario, Canada
- Department of Medicine, St. Michael's Hospital, Toronto, Ontario, Canada
- Department of Medicine, Temerty Faculty of Medicine, University of Toronto, Toronto, Ontario, Canada
| | - Mayur Brahmania
- Divisions of Gastroenterology and Hepatology and Medical Transplant, University of Calgary Faculty of Medicine, Calgary, Alberta, Canada
- O'Brien Institute of Public Health, University of Calgary Cumming School of Medicine, Calgary, Alberta, Canada
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Zhao K, Shakeri A, Graili P, Guertin JR, Wong W, Tadrous M. Canadian trends in spending on liver hospitalizations and transplants: 2004-2020. CANADIAN LIVER JOURNAL 2023; 6:407-411. [PMID: 38152325 PMCID: PMC10751001 DOI: 10.3138/canlivj-2022-0033] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/21/2022] [Accepted: 11/26/2022] [Indexed: 12/29/2023]
Abstract
Background The incidence and prevalence of liver disease are increasing and contribute to significant morbidity and mortality. In Canada, more than 3 million people live with liver diseases, accounting for approximately 2% of all hospitalizations. However, it remains unclear how much liver hospitalizations cost the Canadian health care system. Thus, this study estimates the cost of liver-related hospitalization across Canada. Methods We conducted a population-based, retrospective study using acute inpatient admission data for liver-related hospitalizations obtained from the Canadian Institute for Health Information. We calculated the total and the average nominal spending for liver hospitalizations nationally from April 1, 2004, to March 31, 2020, based on fiscal year (FY). In addition, we stratified the average liver hospitalization spending based on age and sex group. Results Canada spent $947 million on liver-related hospitalizations in FY2019, a 145% growth in spending from FY2004. The average liver disease-related hospitalization was estimated to be $17,506 in FY2019. Within the sub-group analysis, the age group <30 showed the highest average cost per hospitalization at $21,776; however, there was no significant difference in cost between males and females. Across the different provinces in FY2019, Alberta experienced the highest average spending per hospitalization at $23,150, whereas Ontario had the lowest spending at $15,712. Conclusions Liver-related hospitalizations are associated with high spending that is increasing nationally with variations across provinces and territories. Our results are of great use for economic evaluations of novel interventions in the future.
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Affiliation(s)
- Keqing Zhao
- Leslie Dan Faculty of Pharmacy, University of Toronto, Toronto, Ontario, Canada
| | - Ahmad Shakeri
- Leslie Dan Faculty of Pharmacy, University of Toronto, Toronto, Ontario, Canada
- Women’s College Research Institute, Women’s College Hospital, Toronto, Ontario, Canada
| | - Pooyeh Graili
- Leslie Dan Faculty of Pharmacy, University of Toronto, Toronto, Ontario, Canada
| | - Jason Robert Guertin
- Axe Santé des Populations et Pratiques Optimales en Santé, Centre de Recherche du CHU de Québec-Université Laval, Québec City, Québec, Canada
- Department of Social and Preventive Medicine, Université Laval, Québec City, Québec, Canada
| | - William Wong
- School of Pharmacy, University of Waterloo, Kitchener, Ontario, Canada
| | - Mina Tadrous
- Leslie Dan Faculty of Pharmacy, University of Toronto, Toronto, Ontario, Canada
- Women’s College Research Institute, Women’s College Hospital, Toronto, Ontario, Canada
- ICES, Toronto, Ontario, Canada
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Faisal N, Kosowan L, Zafari H, Zulkernine F, Lix L, Mahar A, Singh H, Renner E, Singer A. Development and validation of a case definition to estimate the prevalence and incidence of cirrhosis in pan-Canadian primary care databases. CANADIAN LIVER JOURNAL 2023; 6:375-387. [PMID: 38152327 PMCID: PMC10751004 DOI: 10.3138/canlivj-2023-0002] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/31/2023] [Accepted: 03/19/2023] [Indexed: 12/29/2023]
Abstract
Aims To develop and validate case definitions to identify patients with cirrhosis and alcohol-related cirrhosis using primary care electronic medical records (EMRs) and to estimate cirrhosis prevalence and incidence in pan-Canadian primary care databases, between 2011 and 2019. Methods A total of 689,301 adult patients were included with ≥1 visit to a primary care provider within the Canadian Primary Care Sentinel Study Network between January 1, 2017, and December 31, 2018. A subsample of 17,440 patients was used to validate the case definitions. Sensitivity, specificity, predictive values were calculated with their 95% CIs and then determined the population-level prevalence and incidence trends with the most accurate case definition. Results The most accurate case definition included: ≥1 health condition, billing, or encounter diagnosis for International Classification of Diseases, Ninth Revision codes 571.2, 571.5, 789.59, or 571. Sensitivity (84.6; 95% CI 83.1%-86.%), specificity (99.3; 95% CI 99.1%-99.4%), positive predictive values (94.8; 95% CI 93.9%-95.7%), and negative predictive values (97.5; 95% CI 97.3%-97.7%). Application of this definition to the overall population resulted in a crude prevalence estimate of (0.46%; 95% CI 0.45%-0.48%). Annual incidence of patients with a clinical diagnosis of cirrhosis nearly doubled between 2011 (0.05%; 95% CI 0.04%-0.06%) and 2019 to (0.09%; 95% CI 0.08%-0.09%). Conclusions The EMR-based case definition accurately captured patients diagnosed with cirrhosis in primary care. Future work to characterize patients with cirrhosis and their primary care experiences can support improvements in identification and management in primary care settings.
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Affiliation(s)
- Nabiha Faisal
- Department of Internal Medicine, University of Manitoba, Winnipeg, Manitoba, Canada
- Department of Community Health Sciences, University of Manitoba, Winnipeg, Manitoba, Canada
| | - Leanne Kosowan
- Department of Family Medicine, University of Manitoba, Winnipeg, Manitoba, Canada
| | - Hasan Zafari
- School of Computing, Queen’s University, Kingston, Ontario, Canada
| | | | - Lisa Lix
- Department of Community Health Sciences, University of Manitoba, Winnipeg, Manitoba, Canada
| | - Alyson Mahar
- Department of Community Health Sciences, University of Manitoba, Winnipeg, Manitoba, Canada
- School of Nursing, Queen’s University, Kingston, Ontario, Canada
| | - Harminder Singh
- Department of Internal Medicine, University of Manitoba, Winnipeg, Manitoba, Canada
- Department of Community Health Sciences, University of Manitoba, Winnipeg, Manitoba, Canada
| | - Eberhard Renner
- Department of Internal Medicine, University of Manitoba, Winnipeg, Manitoba, Canada
| | - Alexander Singer
- Department of Family Medicine, University of Manitoba, Winnipeg, Manitoba, Canada
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Yu C, Xia Q, Li Q, Wu J, Wang X, Wu J. Hospitalization costs of COPD cases and its associated factors: an observational study at two large public tertiary hospitals in Henan Province, China. BMC Geriatr 2023; 23:457. [PMID: 37491188 PMCID: PMC10367229 DOI: 10.1186/s12877-023-04087-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2022] [Accepted: 06/03/2023] [Indexed: 07/27/2023] Open
Abstract
BACKGROUND The increasing prevalence of Chronic Obstructive Pulmonary Disease (COPD) has imposed a considerable economic burden. However, there remains a paucity of relevant evidence regarding the hospitalization costs of COPD cases. Therefore, in this study, we aimed to assess the hospitalization costs among COPD cases and investigate the factors that contribute to their costs in Henan Province, China. METHODS We enrolled a total of 1697 cases who were discharged with a diagnosis of COPD from January 1, 2020 to December 31, 2020, into the study. Demographic and clinical characteristics of the cases were obtained from the hospital information system (HIS) of two large tertiary hospitals in Henan Province, China. The factors associated with hospitalization costs were examined using a multiple linear regression model. RESULTS Total hospitalization costs of 1697 COPD cases were $5,419,011, and the median was $1952 (IQR:2031). Out-of-pocket fees accounted for 43.95% of the total hospitalization costs, and the median was $938 (IQR:956). Multiple linear regression analysis revealed that hospitalization costs were higher among older cases, cases with more comorbidities, and cases with longer length of stay. Furthermore, hospitalization costs were higher in cases who paid through private expenses compared to those covered by Urban Employee Basic Medical Insurance. Additionally, we found that cases admitted through an outpatient clinic had higher hospitalization costs than those admitted through the emergency department. CONCLUSION Hospitalization costs of COPD cases are substantial. Strategies to reduce hospitalization costs, such as shortening LOS, optimizing payment plans, and preventing or managing complications, should be implemented to alleviate the economic burden associated with COPD hospitalizations.
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Affiliation(s)
- Chengcheng Yu
- Department of Health Management, College of Public Health, Zhengzhou University, Zhengzhou, 450001, Henan, China
| | - Qingyun Xia
- Department of Health Management, College of Public Health, Zhengzhou University, Zhengzhou, 450001, Henan, China
| | - Quanman Li
- Department of Health Management, College of Public Health, Zhengzhou University, Zhengzhou, 450001, Henan, China
| | - Juxiao Wu
- School of Journalism and Communication, Wuhan University, Wuhan, 430072, Hubei, China
| | - Xiangyu Wang
- Beijing Chao-Yang Hospital, 8 Gongren Tiyuchang Nanlu, Chaoyang District, Beijing, 100020, China
| | - Jian Wu
- Department of Health Management, College of Public Health, Zhengzhou University, Zhengzhou, 450001, Henan, China.
- Henan Province Engineering Research Center of Health Economy & Health Technology Assessment, Zhengzhou University, Zhengzhou, 450001, Henan, China.
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Brahmania M, Biondi MJ, Joshi S, Lee E, Jung HM, Kehar M. Priority actions for elevating liver health in Canada: A call to action. CANADIAN LIVER JOURNAL 2023; 6:283-290. [PMID: 37503516 PMCID: PMC10370728 DOI: 10.3138/canlivj-2022-0041] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/01/2022] [Accepted: 11/20/2022] [Indexed: 07/29/2023]
Abstract
Chronic liver disease (CLD) has become a silent epidemic in our country and has resulted in significant physical, psychosocial, and financial burden. Although other international liver associations have published frameworks for the principal actions required to improve liver health across health systems, Canada does not have a strategy to address the growing concerns of CLD. Thus, a multidisciplinary group of care providers involved in CLD management in Canada gathered to review the current burden of disease, gaps in management, and key opportunities for improving the identification and management of people at risk of developing progressive CLD.
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Affiliation(s)
- Mayur Brahmania
- Foothills Hospital, University of Calgary, Calgary, Alberta, Canada
| | - Mia J Biondi
- School of Nursing, York University, Toronto, Ontario, Canada
- Viral Hepatitis Care Network (VIRCAN) Study Group, Toronto Centre for Liver Disease, Toronto, Ontario, Canada
| | - Supriya Joshi
- Credit Valley Hospital, Trillium Health Partners, Toronto, Ontario, Canada
| | - Elizabeth Lee
- Toronto Centre for Liver Disease, Toronto General Hospital, University Health Network, Toronto, Ontario, Canada
- Lawrence S. Bloomberg Faculty of Nursing, University of Toronto, Toronto, Ontario, Canada
| | | | - Mohit Kehar
- Division of Pediatric Gastroenterology, Hepatology and Nutrition, Children Hospital of Eastern Ontario, Ottawa, Ontario, Canada
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Aspinall RJ, Hudson M, Ryder SD, Richardson P, Farrington E, Wright M, Przemioslo RT, Perez F, Kent M, Henrar R, Hickey J, Shawcross DL. Real-world evidence of long-term survival and healthcare resource use in patients with hepatic encephalopathy receiving rifaximin-α treatment: a retrospective observational extension study with long-term follow-up (IMPRESS II). Frontline Gastroenterol 2022; 14:228-235. [PMID: 37056320 PMCID: PMC10086718 DOI: 10.1136/flgastro-2022-102221] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/18/2022] [Accepted: 10/02/2022] [Indexed: 11/12/2022] Open
Abstract
Objective To describe survival of patients with hepatic encephalopathy (HE), up to 5 years after initiation of rifaximin-α (RFX) treatment. Design/Method A retrospective, observational extension study within 9 National Health Service secondary/tertiary UK care centres. All patients had a clinical diagnosis of HE, were being treated with RFX and were included in the previous IMPRESS study which reported the 1-year experience. Demographics, clinical outcomes, selected cirrhosis-related complications, hospital admissions and attendances up to 5 years from RFX initiation were extracted from patient medical records and hospital electronic databases. The primary outcome measure was survival at 5 years post-initiation of RFX treatment. Results The study included 138 patients. The survival rate at 5 years post-initiation of RFX was 35% (95% CI 28.2% to 44.4%) overall and 36% (95% CI 26.1% to 45.4%) for patients with alcohol-related liver disease. Median survival from RFX initiation was 2.8 years (95% CI 2.0 to 3.8; n=136). Among 48 patients alive at 5 years, 69% remained on RFX treatment at the end of the observation period, 74% reported no cirrhosis-related complications and 24% (9/37) had received a liver transplant. Between 1 and 5 years post-initiation, total numbers of liver-related emergency department visits, inpatient admissions, intensive care unit admissions and outpatient visits were 84, 194, 3 and 709, respectively; the liver-related 30-day readmission rate was 37%. Conclusion Within UK clinical practice, RFX use in HE was associated with a 35% survival rate with high treatment adherence, 76% transplant-free survival rate, minimal healthcare resource and low rates of complications at 5 years post-initiation.
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Affiliation(s)
- Richard J Aspinall
- Department of Gastroenterology & Hepatology, Portsmouth Hospitals University NHS Trust, Portsmouth, UK
| | - Mark Hudson
- Formerly Liver Unit, Freeman Hospital, Newcastle upon Tyne, UK
| | - Stephen D Ryder
- NIHR Biomedical Research Unit in Gastrointestinal and Liver Diseases at Nottingham University Hospitals NHS Trust and the University of Nottingham, Nottingham, UK
| | - Paul Richardson
- Department of Gastroenterology and Hepatology, Royal Liverpool & Broadgreen University Hospitals NHS Trust, Liverpool, UK
| | - Elizabeth Farrington
- Department of Gastroenterology & Hepatology, Royal Cornwall Hospital, Cornwall, UK
| | - Mark Wright
- Department of Hepatology, University Hospital Southampton, Southampton, UK
| | | | - Francisco Perez
- Department of Gastroenterology, University Hospital of North Durham, Durham, UK
| | - Melanie Kent
- Department of Gastroenterology, University Hospital of North Durham, Durham, UK
| | | | | | - Debbie L Shawcross
- Institute of Liver Studies, Inflammation Biology, School of Immunology and Microbial Sciences, Faculty of Life Sciences and Medicine, King’s College London, London, UK
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Affiliation(s)
- Palak J Trivedi
- National Institute for Health Research (NIHR) Birmingham Biomedical Research Centre (BRC), Centre for Liver and Gastrointestinal Research, University of Birmingham, Birmingham, UK.,Institute of Immunology and Immunotherapy, University of Birmingham, Birmingham, UK.,Liver Unit, University Hospitals Birmingham Queen Elizabeth, Birmingham, UK.,Institute of Applied Health Research, University of Birmingham, Birmingham, UK
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Roberts SB, Verma AA, Hirschfield GM. Editorial: liver disease in secondary care-'money or your life'. Authors' reply. Aliment Pharmacol Ther 2021; 54:856-857. [PMID: 34425003 DOI: 10.1111/apt.16562] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/09/2022]
Affiliation(s)
- Surain B Roberts
- Institute of Health Policy, Management and Evaluation, University of Toronto, Toronto, Ontario, Canada.,Toronto Centre for Liver Disease, Toronto General Hospital, University Health Network, Toronto, Ontario, Canada
| | - Amol A Verma
- Department of Medicine, University of Toronto, Toronto, Ontario, Canada.,Division of General Internal Medicine, St Michael's Hospital, Unity Health Toronto, Toronto, Ontario, Canada.,Li Ka Shing Knowledge Institute, St Michael's Hospital, Unity Health Toronto, Toronto, Ontario, Canada
| | - Gideon M Hirschfield
- Institute of Health Policy, Management and Evaluation, University of Toronto, Toronto, Ontario, Canada.,Toronto Centre for Liver Disease, Toronto General Hospital, University Health Network, Toronto, Ontario, Canada
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