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Reddy KD, Chawla S. Wearable Technology in Gastroenterology: Current Applications and Future Directions. J Clin Med 2025; 14:2403. [PMID: 40217853 PMCID: PMC11989449 DOI: 10.3390/jcm14072403] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2025] [Revised: 03/27/2025] [Accepted: 03/27/2025] [Indexed: 04/14/2025] Open
Abstract
Advances in wearable technology have revolutionized healthcare by enabling the continuous monitoring of patients and personalized healthcare delivery. In the field of gastroenterology, the integration of wearable devices and smartphone applications represents a promising frontier. As technology continues to expand, understanding the current landscape and future directions of wearable technology in gastroenterology is essential for improving patient outcomes and clinical practice. Background/Objectives: Most review articles, thus far, regarding wearable technology in healthcare have been directed towards cardiovascular health. The purpose of this review is to explore the evolving role of wearable technology in the management of gastrointestinal disorders, focusing on remote patient monitoring and the use of smartphone applications. Methods: We conducted a search for studies on wearable technology and included the following search terms: wearable technology, gastroenterology, wearable device, smartphone, application, heart rate variability, biosensor, watch, patch. We included randomized controlled trials, prospective studies, and feasibility studies published from 2018 onwards. We excluded studies in pediatrics or those unrelated to GI disorders. Results: We found that using wearable devices and digital health management may be an effective way to monitor symptoms, reduce hospitalizations, and improve healthcare delivery in several gastrointestinal diseases such as inflammatory bowel diseases, motility disorders, liver diseases, etc. Conclusions: This review proposes that remote patient monitoring through wearable devices and digital health management via smartphone applications could reduce hospitalizations and empower patients, though challenges related to data security, accuracy, and integration with the electronic medical record must be addressed.
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Affiliation(s)
- Keerthi D. Reddy
- Department of Medicine, Emory University School of Medicine, Atlanta, GA 30322, USA;
| | - Saurabh Chawla
- Division of Digestive Diseases, Department of Medicine, Emory University School of Medicine, Atlanta, GA 30322, USA
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Pong C, Tseng RMWW, Tham YC, Lum E. Current Implementation of Digital Health in Chronic Disease Management: Scoping Review. J Med Internet Res 2024; 26:e53576. [PMID: 39666972 PMCID: PMC11671791 DOI: 10.2196/53576] [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: 10/11/2023] [Revised: 03/26/2024] [Accepted: 10/28/2024] [Indexed: 12/14/2024] Open
Abstract
BACKGROUND Approximately 1 in 3 adults live with multiple chronic diseases. Digital health is being harnessed to improve continuity of care and management of chronic diseases. However, meaningful uptake of digital health for chronic disease management remains low. It is unclear how these innovations have been implemented and evaluated. OBJECTIVE This scoping review aims to identify how digital health innovations for chronic disease management have been implemented and evaluated: what implementation frameworks, methods, and strategies were used; how successful these strategies were; key barriers and enablers to implementation; and lessons learned and recommendations shared by study authors. METHODS We used the Joanna Briggs Institute methodology for scoping reviews. Five databases were searched for studies published between January 2015 and March 2023: PubMed, Scopus, CINAHL, PsycINFO, and IEEE Xplore. We included primary studies of any study design with any type of digital health innovations for chronic diseases that benefit patients, caregivers, or health care professionals. We extracted study characteristics; type of digital health innovation; implementation frameworks, strategies, and outcome measures used; barriers and enablers to implementation; lessons learned; and recommendations reported by study authors. We used established taxonomies to synthesize extracted data. Extracted barriers and enablers were grouped into categories for reporting. Descriptive statistics were used to consolidate extracted data. RESULTS A total of 252 studies were included, comprising mainly mobile health (107/252, 42.5%), eHealth (61/252, 24.2%), and telehealth (97/252, 38.5%), with some studies involving more than 1 innovation. Only 23 studies (23/252, 9.1%) reported using an implementation science theory, model, or framework; the most common were implementation theories, classic theories, and determinant frameworks, with 7 studies each. Of 252 studies, 144 (57.1%) used 2 to 5 implementation strategies. Frequently used strategies were "obtain and use patient or consumer feedback" (196/252, 77.8%); "audit and provide feedback" (106/252, 42.1%); and piloting before implementation or "stage implementation scale-up" (85/252, 33.7%). Commonly measured implementation outcomes were acceptability, feasibility, and adoption of the digital innovation. Of 252 studies, 247 studies (98%) did not measure service outcomes, while patient health outcomes were measured in 89 studies (35.3%). The main method used to assess outcomes was surveys (173/252, 68.7%), followed by interviews (95/252, 37.7%). Key barriers impacting implementation were data privacy concerns and patient preference for in-person consultations. Key enablers were training for health care workers and personalization of digital health features to patient needs. CONCLUSIONS This review generated a summary of how digital health in chronic disease management is currently implemented and evaluated and serves as a useful resource for clinicians, researchers, health system managers, and policy makers planning real-world implementation. Future studies should investigate whether using implementation science frameworks, including how well they are used, would yield better outcomes compared to not using them.
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Affiliation(s)
- Candelyn Pong
- Health Services and Systems Research, Duke-NUS Medical School, National University of Singapore, Singapore, Singapore
| | - Rachel Marjorie Wei Wen Tseng
- Singapore Eye Research Institute, Singapore National Eye Centre, Singapore, Singapore
- Duke-NUS Medical School, National University of Singapore, Singapore, Singapore
| | - Yih Chung Tham
- Singapore Eye Research Institute, Singapore National Eye Centre, Singapore, Singapore
- Centre for Innovation and Precision Eye Health, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
- Department of Ophthalmology, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
| | - Elaine Lum
- Health Services and Systems Research, Duke-NUS Medical School, National University of Singapore, Singapore, Singapore
- Centre for Population Health Research and Implementation, SingHealth, Singapore, Singapore
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Akbarian P, Asadi F, Sabahi A. Developing Mobile Health Applications for Inflammatory Bowel Disease: A Systematic Review of Features and Technologies. Middle East J Dig Dis 2024; 16:211-220. [PMID: 39807416 PMCID: PMC11725021 DOI: 10.34172/mejdd.2024.394] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/16/2024] [Accepted: 09/27/2024] [Indexed: 01/16/2025] Open
Abstract
Background Patients with inflammatory bowel disease (IBD) require lifelong treatment, which significantly impacts their quality of life. Self-management of this disease is an effective factor in managing chronic conditions and improving patients' quality of life. The use of mobile applications is a novel approach to providing self-management models and healthcare services for patients with IBD. The present systematic review aimed to identify the features and technologies used in the development of IBD disease management applications. Methods This systematic review was conducted according to PRISMA guidelines in PubMed, Scopus, and Web of Sciences databases up to August 8, 2023, which included initial searches, screening studies, assessing eligibility and risk of bias, and study selection. The data extraction form was based on the study objectives, including bibliographic information from articles, such as the first author's name, year of publication, country of origin, and details related to mobile health applications, such as the name of the application, features and technologies used, advantages and disadvantages, main outcomes, and other results. The content of the research was analyzed according to the research objectives. Results In the initial review of four databases, a total of 160 articles were retrieved and subsequently entered into EndNote. After removing duplicates and irrelevant studies based on title, abstract, and full-text assessments, 12 articles were finally selected. The studies were conducted between the years 2015 and 2024. 100% of the applications designed for patients with IBD were aimed at treatment, 83% were for self-management of the disease, and 33% of the applications were intended for disease diagnosis. The features of IBD management applications were categorized into four groups: education, monitoring, counseling, and diagnosis and treatment. Conclusion Various mobile applications have been developed for the management of IBD, each differing in features and technologies used. While current IBD applications have limited capabilities in diagnosing disease severity, they still hold significant potential in empowering patients through education, counseling, and monitoring. The integration of artificial intelligence and decision support systems may enhance the effectiveness and reliability of these applications.
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Affiliation(s)
- Parvin Akbarian
- Department of Health Information Technology and Management, School of Allied Medical Sciences, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Farkhondeh Asadi
- Department of Health Information Technology and Management, School of Allied Medical Sciences, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Azam Sabahi
- Department of Health Information Technology, Ferdows Faculty of Medical Sciences, Birjand University of Medical Sciences, Birjand, Iran
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Maurud S, Lunde L, Moen A, Opheim R. Exploring the foundations of a digital health information service for patients with inflammatory bowel disease: a mixed method study in Gravitate-Health. BMC Gastroenterol 2024; 24:184. [PMID: 38789953 PMCID: PMC11127442 DOI: 10.1186/s12876-024-03272-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/05/2023] [Accepted: 05/21/2024] [Indexed: 05/26/2024] Open
Abstract
BACKGROUND Providing relevant digital health information of high quality may promote treatment adherence and self-management for patients with inflammatory bowel disease. The development of digital health services is optimised by considering end users' needs. AIM To identify key aspects required for digital promotion of inflammatory bowel disease patients' self-management by exploring their health information needs and the preferences of both patients and healthcare professionals in relation to the digital provision of inflammatory bowel disease health services. METHODS Data from an audit of 1,481 electronic health record summaries from an inflammatory bowel disease help line, 17 semi-structured interviews with inflammatory bowel disease patients and 2 focus group interviews with 11 healthcare professionals were analysed. RESULTS Patients primarily contacted the hospital due to concerns about symptoms, examinations and tests, and medicines. Their concerns appeared to vary according to diagnosis, gender, age and disease duration. The interviews identified two overarching themes: (1) the available health information and patients' health information needs, and (2) whishes, thoughts and preferences for a digital solution in IBD care with relevant and individualised information. CONCLUSIONS The findings delineate key aspects for developing a suitable digital health information service. Patients seek information from healthcare professionals about treatment; however, in a digital solution, they want access to relevant and practical information about the disease, treatment and self-management. Both patients and healthcare professionals saw opportunities for increasing health data availability to patients. However, healthcare professionals expressed concerns about adapting, maintaining and ensuring the relevance of patient health information without increasing their workload and, thus, reducing quality of care.
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Affiliation(s)
- Sigurd Maurud
- Department of Public Health Science, Institute of Health and Society, Faculty of Medicine, University of Oslo, Oslo, Norway.
| | - Lene Lunde
- Department of Public Health Science, Institute of Health and Society, Faculty of Medicine, University of Oslo, Oslo, Norway
| | - Anne Moen
- Department of Public Health Science, Institute of Health and Society, Faculty of Medicine, University of Oslo, Oslo, Norway
| | - Randi Opheim
- Department of Public Health Science, Institute of Health and Society, Faculty of Medicine, University of Oslo, Oslo, Norway
- Department of Gastroenterology, Oslo University Hospital, P.O. Box 1089, Blindern, Oslo, 0318, Norway
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Lin IC, Liu H. Impact of Bariatric Surgery on Outcomes of Patients with Inflammatory Bowel Disease: a Nationwide Inpatient Sample Analysis, 2005-2018. Obes Surg 2024; 34:479-486. [PMID: 38157143 DOI: 10.1007/s11695-023-07023-1] [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: 09/07/2023] [Revised: 12/19/2023] [Accepted: 12/19/2023] [Indexed: 01/03/2024]
Abstract
PURPOSE The global prevalence of inflammatory bowel disease (IBD) has steadily risen over the past few decades. Bariatric surgery stands out as an effective strategy for inducing weight loss. This study investigated the impacts of bariatric surgery on the clinical outcomes in patients with IBD. MATERIALS AND METHODS Data of hospitalized patients aged ≥ 18 years with IBD were extracted from the Nationwide Inpatient Sample (NIS) 2005-2018. The patients were categorized according to whether they underwent bariatric surgery or not. Univariate and multivariable logistic regression analyses were performed to determine the associations between bariatric surgery, prolonged LOS, unfavorable discharge, hospital mortality, and morbidity. RESULTS Data from 807,843 hospitalized patients with IBD were extracted. After exclusions and propensity-score matching, 80,545 patients were analyzed, with 16,109 undergoing bariatric surgery and 64,436 not. A total of 23% of patients had a prolonged LOS, 8% had unfavorable discharge, and the mortality rate was 1.2%. Multivariable analyses revealed that, compared to patients without bariatric surgery, patients with bariatric surgery had significantly decreased odds of prolonged LOS (adjusted odds ratio [aOR], 0.89; 95% CI 0.85-0.93), unfavorable discharge (aOR, 0.83; 95% CI: 0.77-0.89), and mortality (aOR, 0.54; 95% CI: 0.44-0.67), but had increased odds of morbidity (aOR, 1.09; 95% CI 1.04-1.13). CONCLUSION In adults with IBD, bariatric surgery is associated with favorable outcomes concerning hospital LOS, discharge status, and mortality. However, the risk of overall morbidity is slightly increased in those who received bariatric surgery compared to those who did not.
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Affiliation(s)
- I-Chen Lin
- Division of Colorectal Surgery, Department of Surgery, Ditmanson Medical Foundation, Chia-Yi Christian Hospital, Chia-Yi City, 600, Taiwan
| | - Hsien Liu
- Division of General Surgery, Department of Surgery, Ditmanson Medical Foundation, Chia-Yi Christian Hospital, Chia-Yi City, 600, Taiwan.
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Chen X, Duan R, Shen Y, Jiang H. Design and evaluation of an intelligent physical examination system in improving the satisfaction of patients with chronic disease. Heliyon 2024; 10:e23906. [PMID: 38192845 PMCID: PMC10772725 DOI: 10.1016/j.heliyon.2023.e23906] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2023] [Revised: 12/14/2023] [Accepted: 12/15/2023] [Indexed: 01/10/2024] Open
Abstract
Background and Purpose: Enhancing patient satisfaction remains crucial for healthcare quality. The utilization of artificial intelligence (AI) in the Internet of Health Things (loHT) can streamline the medical examination process. Most Traditional Chinese Medicine (TCM) examinations are non-invasive and contribute significantly to patient satisfaction. Our aim was to establish an intelligent physical examination system that amalgamates TCM and Western medicine and to conduct a preliminary investigation into its effectiveness in enhancing the satisfaction of patients with chronic diseases. Materials and methods Experts from clinical departments, the equipment department, and the software development department were invited to participate in group discussions to determine the design principles and organizational structure of the intelligent physical examination system. This system integrates TCM and Western medicine. We compared the satisfaction levels of patients examined using the intelligent physical examination system with those examined using the traditional medical examination system. Results An intelligent physical examination system, combining TCM and Western medicine, was developed. A total of 106 patients were finally enrolled (intelligent group vs. control group) to evaluate satisfaction. There were no statistically significant differences between the intelligent group and the control group in age, gender, education, or income level. We identified significant differences in five aspects of satisfaction: 1) the physical examination environment; 2) the attitude and responsiveness of doctors; 3) the attitude and responsiveness of nurses; 4) the effectiveness of obtaining results; and 5) the information regarding physical examination and medical advice (p < 0.05). Furthermore, these differences remained statistically significant even after adjusting for age, gender, education, and income level. Conclusions The intelligent physical examination system effectively capitalized on the advantages of combining AI with the integration of TCM and Western medicine, substantially optimizing the medical examination process. In comparison to the traditional physical examination system, the intelligent system significantly enhanced patient satisfaction. Future improvements could involve integrating chronic disease follow-up technology into the system.
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Affiliation(s)
- Xin Chen
- Department of General Practice, Shanghai East Hospital, Tongji University School of Medicine, Shanghai, China
- Department of Geriatrics, Shanghai East Hospital, Tongji University School of Medicine, Shanghai, China
| | - Ruxin Duan
- Beijing CapitalBio Technology Co., Ltd, Beijing, China
| | - Yao Shen
- Department of General Practice, Shanghai East Hospital, Tongji University School of Medicine, Shanghai, China
- Department of Geriatrics, Shanghai East Hospital, Tongji University School of Medicine, Shanghai, China
| | - Hua Jiang
- Department of General Practice, Shanghai East Hospital, Tongji University School of Medicine, Shanghai, China
- Department of Geriatrics, Shanghai East Hospital, Tongji University School of Medicine, Shanghai, China
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7
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Mathias H, Rohatinsky N, Murthy SK, Novak K, Kuenzig ME, Nguyen GC, Fowler S, Benchimol EI, Coward S, Kaplan GG, Windsor JW, Bernstein CN, Targownik LE, Peña-Sánchez JN, Lee K, Ghandeharian S, Jannati N, Weinstein J, Khan R, Im JHB, Matthews P, Davis T, Goddard Q, Gorospe J, Latos K, Louis M, Balche N, Dobranowski P, Patel A, Porter LJ, Porter RM, Bitton A, Jones JL. The 2023 Impact of Inflammatory Bowel Disease in Canada: Access to and Models of Care. J Can Assoc Gastroenterol 2023; 6:S111-S121. [PMID: 37674496 PMCID: PMC10478809 DOI: 10.1093/jcag/gwad007] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 09/08/2023] Open
Abstract
Rising compounding prevalence of inflammatory bowel disease (IBD) (Kaplan GG, Windsor JW. The four epidemiological stages in the global evolution of inflammatory bowel disease. Nat Rev Gastroenterol Hepatol. 2021;18:56-66.) and pandemic-exacerbated health system resource limitations have resulted in significant variability in access to high-quality, evidence-based, person-centered specialty care for Canadians living with IBD. Individuals with IBD have identified long wait times, gaps in biopsychosocial care, treatment and travel expenses, and geographic and provider variation in IBD specialty care and knowledge as some of the key barriers to access. Care delivered within integrated models of care (IMC) has shown promise related to impact on disease-related outcomes and quality of life. However, access to these models is limited within the Canadian healthcare systems and much remains to be learned about the most appropriate IMC team composition and roles. Although eHealth technologies have been leveraged to overcome some access challenges since COVID-19, more research is needed to understand how best to integrate eHealth modalities (i.e., video or telephone visits) into routine IBD care. Many individuals with IBD are satisfied with these eHealth modalities. However, not all disease assessment and monitoring can be achieved through virtual modalities. The need for access to person-centered, objective disease monitoring strategies, inclusive of point of care intestinal ultrasound, is more pressing than ever given pandemic-exacerbated restrictions in access to endoscopy and cross-sectional imaging. Supporting learning healthcare systems for IBD and research relating to the strategic use of innovative and integrative implementation strategies for evidence-based IBD care interventions are greatly needed. Data derived from this research will be essential to appropriately allocating scarce resources aimed at improving person-centred access to cost-effective IBD care.
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Affiliation(s)
- Holly Mathias
- School of Public Health, University of Alberta, Edmonton, Alberta, Canada
| | - Noelle Rohatinsky
- College of Nursing, University of Saskatchewan, Saskatoon, Saskatchewan, Canada
| | - Sanjay K Murthy
- Department of Medicine, University of Ottawa, Ottawa, Ontario, Canada
- The Ottawa Hospital IBD Centre, Ottawa, Ontario, Canada
| | - Kerri Novak
- Department of Medicine, University of Calgary, Calgary, Alberta, Canada
| | - M Ellen Kuenzig
- SickKids Inflammatory Bowel Disease Centre, Division of Gastroenterology, Hepatology, and Nutrition, The Hospital for Sick Children, Toronto, Ontario, Canada
- Child Health Evaluative Sciences, SickKids Research Institute, The Hospital for Sick Children, Toronto, Ontario, Canada
| | - Geoffrey C Nguyen
- Mount Sinai IBD Centre of Excellence, Division of Gastroenterology and Hepatology, Department of Medicine, Mount Sinai Hospital, University of Toronto, Toronto, Ontario, Canada
| | - Sharyle Fowler
- Department of Gastroenterology and Hepatology, College of Medicine, University of Saskatchewan, Saskatoon, Saskatchewan, Canada
| | - Eric I Benchimol
- SickKids Inflammatory Bowel Disease Centre, Division of Gastroenterology, Hepatology, and Nutrition, The Hospital for Sick Children, Toronto, Ontario, Canada
- Child Health Evaluative Sciences, SickKids Research Institute, The Hospital for Sick Children, Toronto, Ontario, Canada
- ICES, Toronto, Ontario, Canada
- Department of Paediatrics, Temerty Faculty of Medicine, University of Toronto, Toronto, Ontario, Canada
- Institute of Health Policy, Management, and Evaluation, Dalla Lana School of Public Health, University of Toronto, Toronto, Ontario, Canada
| | - Stephanie Coward
- Department of Medicine, University of Calgary, Calgary, Alberta, Canada
- Department of Community Health Sciences, University of Calgary, Calgary, Alberta, Canada
| | - Gilaad G Kaplan
- Department of Medicine, University of Calgary, Calgary, Alberta, Canada
- Department of Community Health Sciences, University of Calgary, Calgary, Alberta, Canada
| | - Joseph W Windsor
- Department of Medicine, University of Calgary, Calgary, Alberta, Canada
- Department of Community Health Sciences, University of Calgary, Calgary, Alberta, Canada
| | - Charles N Bernstein
- Department of Internal Medicine, Max Rady College of Medicine, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, Manitoba, Canada
- University of Manitoba IBD Clinical and Research Centre, Winnipeg, Manitoba, Canada
| | - Laura E Targownik
- Division of Gastroenterology and Hepatology, Mount Sinai Hospital, University of Toronto, Toronto, Ontario, Canada
| | - Juan-Nicolás Peña-Sánchez
- Department of Community Health and Epidemiology, University of Saskatchewan, Saskatoon, Saskatchewan, Canada
| | - Kate Lee
- Crohn’s and Colitis Canada, Toronto, Ontario, Canada
| | | | - Nazanin Jannati
- Department of Community Health and Epidemiology, University of Saskatchewan, Saskatoon, Saskatchewan, Canada
| | - Jake Weinstein
- SickKids Inflammatory Bowel Disease Centre, Division of Gastroenterology, Hepatology, and Nutrition, The Hospital for Sick Children, Toronto, Ontario, Canada
- Child Health Evaluative Sciences, SickKids Research Institute, The Hospital for Sick Children, Toronto, Ontario, Canada
| | - Rabia Khan
- SickKids Inflammatory Bowel Disease Centre, Division of Gastroenterology, Hepatology, and Nutrition, The Hospital for Sick Children, Toronto, Ontario, Canada
- Child Health Evaluative Sciences, SickKids Research Institute, The Hospital for Sick Children, Toronto, Ontario, Canada
- ICES, Toronto, Ontario, Canada
| | - James H B Im
- SickKids Inflammatory Bowel Disease Centre, Division of Gastroenterology, Hepatology, and Nutrition, The Hospital for Sick Children, Toronto, Ontario, Canada
- Child Health Evaluative Sciences, SickKids Research Institute, The Hospital for Sick Children, Toronto, Ontario, Canada
| | | | - Tal Davis
- SickKids Inflammatory Bowel Disease Centre, Division of Gastroenterology, Hepatology, and Nutrition, The Hospital for Sick Children, Toronto, Ontario, Canada
- Child Health Evaluative Sciences, SickKids Research Institute, The Hospital for Sick Children, Toronto, Ontario, Canada
| | - Quinn Goddard
- Department of Medicine, University of Calgary, Calgary, Alberta, Canada
- Department of Community Health Sciences, University of Calgary, Calgary, Alberta, Canada
| | - Julia Gorospe
- Department of Medicine, University of Calgary, Calgary, Alberta, Canada
- Department of Community Health Sciences, University of Calgary, Calgary, Alberta, Canada
| | - Kate Latos
- Crohn’s and Colitis Canada, Toronto, Ontario, Canada
| | | | - Naji Balche
- Crohn’s and Colitis Canada, Toronto, Ontario, Canada
| | | | - Ashley Patel
- Crohn’s and Colitis Canada, Toronto, Ontario, Canada
| | | | | | - Alain Bitton
- Division of Gastroenterology and Hepatology, McGill University Health Centre IBD Centre, McGill University, Montréal, Quebec, Canada
| | - Jennifer L Jones
- Departments of Medicine, Clinical Health, and Epidemiology, Dalhousie University, Halifax, Nova Scotia, Canada
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