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Su X, Zhang D, Gu D, Rao C, Chen S, Fan J, Zheng Z. Administrative Model for Profiling Hospital Performance on Coronary Artery Bypass Graft Surgery: Based on the Chinese Hospital Quality Monitoring System. J Am Heart Assoc 2024; 13:e031924. [PMID: 38240224 PMCID: PMC11056172 DOI: 10.1161/jaha.123.031924] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/23/2023] [Accepted: 12/19/2023] [Indexed: 02/07/2024]
Abstract
BACKGROUND We aimed to develop an administrative model to profile the performance on the outcomes of coronary artery bypass grafting across hospitals in China. METHODS AND RESULTS This retrospective study was based on the Chinese Hospital Quality Monitoring System (HQMS) from 2016 to 2020. The coronary artery bypass grafting cases were identified by procedure code, and those of 2016 to 2017 were randomly divided into modeling and validation cohorts, while those in other years were used to ensure the model stability across years. The outcome was discharge status as "death or withdrawal," and that withdrawal referred to discharge without medical advice when patients were in the terminal stage but reluctant to die in the hospital. Candidate covariates were mainly identified by diagnoses or procedures codes. Patient-level logistic models and hospital-level hierarchical models were established. A total of 203 010 coronary artery bypass grafts in 699 hospitals were included, with 60 704 and 20 233 cases in the modeling and validation cohorts and 40 423, 42 698, and 38 952 in the years 2018, 2019, and 2020, respectively. The death or withdrawal rate was 3.4%. The areas under the curve were 0.746 and 0.729 in the patient-level models of modeling and validation cohorts, respectively, with good calibration and stability across years. Hospital-specific risk-standardized death or withdrawal rates were 2.61% (interquartile range, 1.87%-3.99%) and 2.63% (interquartile range, 1.97%-3.44%) in the modeling and validation cohorts, which were highly correlated (correlation coefficient, 0.96; P<0.001). Between-hospital variations were distinguished among hospitals of different volumes and across years. CONCLUSIONS The administrative model based on Hospital Quality Monitoring System could profile hospital performance on coronary artery bypass grafting in China.
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Affiliation(s)
- Xiaoting Su
- National Clinical Research Center for Cardiovascular Diseases, State Key Laboratory of Cardiovascular Disease, Fuwai Hospital, National Center for Cardiovascular DiseasesChinese Academy of Medical Sciences and Peking Union Medical CollegeBeijingPeople’s Republic of China
| | - Danwei Zhang
- National Clinical Research Center for Cardiovascular Diseases, State Key Laboratory of Cardiovascular Disease, Fuwai Hospital, National Center for Cardiovascular DiseasesChinese Academy of Medical Sciences and Peking Union Medical CollegeBeijingPeople’s Republic of China
- Department of Cardiac Surgery, Fujian Children’s Hospital (Fujian Branch of Shanghai Children’s Medical Center), College of Clinical Medicine for Obstetrics & Gynecology and PediatricsFujian Medical UniversityFuzhouFujianPeople’s Republic of China
| | - Dachuan Gu
- National Clinical Research Center for Cardiovascular Diseases, State Key Laboratory of Cardiovascular Disease, Fuwai Hospital, National Center for Cardiovascular DiseasesChinese Academy of Medical Sciences and Peking Union Medical CollegeBeijingPeople’s Republic of China
- Department of Cardiovascular Surgery, Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical SciencesPeking Union Medical CollegeBeijingPeople’s Republic of China
| | - Chenfei Rao
- National Clinical Research Center for Cardiovascular Diseases, State Key Laboratory of Cardiovascular Disease, Fuwai Hospital, National Center for Cardiovascular DiseasesChinese Academy of Medical Sciences and Peking Union Medical CollegeBeijingPeople’s Republic of China
- Department of Cardiovascular Surgery, Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical SciencesPeking Union Medical CollegeBeijingPeople’s Republic of China
| | - Sipeng Chen
- National Clinical Research Center for Cardiovascular Diseases, State Key Laboratory of Cardiovascular Disease, Fuwai Hospital, National Center for Cardiovascular DiseasesChinese Academy of Medical Sciences and Peking Union Medical CollegeBeijingPeople’s Republic of China
- National Center for Cardiovascular Quality ImprovementFuwai Hospital, National Center for Cardiovascular diseasesBeijingPeople’s Republic of China
| | - Jing Fan
- National Clinical Research Center for Cardiovascular Diseases, State Key Laboratory of Cardiovascular Disease, Fuwai Hospital, National Center for Cardiovascular DiseasesChinese Academy of Medical Sciences and Peking Union Medical CollegeBeijingPeople’s Republic of China
- National Center for Cardiovascular Quality ImprovementFuwai Hospital, National Center for Cardiovascular diseasesBeijingPeople’s Republic of China
| | - Zhe Zheng
- National Clinical Research Center for Cardiovascular Diseases, State Key Laboratory of Cardiovascular Disease, Fuwai Hospital, National Center for Cardiovascular DiseasesChinese Academy of Medical Sciences and Peking Union Medical CollegeBeijingPeople’s Republic of China
- National Center for Cardiovascular Quality ImprovementFuwai Hospital, National Center for Cardiovascular diseasesBeijingPeople’s Republic of China
- Department of Cardiovascular Surgery, Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical SciencesPeking Union Medical CollegeBeijingPeople’s Republic of China
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Abstract
Inflammatory bowel disease (IBD), including subtypes Crohn disease and ulcerative colitis is a chronic inflammatory disorder most often diagnosed in young adulthood. The incidence and prevalence of pediatric-onset IBD is increasing globally. IBD is likely caused by an interplay of multiple environmental factors resulting in a dysregulated mucosal response to the commensal intestinal microbiota in genetically predisposed individuals. This article provides an overview of pediatric IBD epidemiology and environmental risk factors associated with its development, such as the Hygiene Hypothesis, air pollution, greenspace and blue space, neonatal factors, antibiotics, and diet.
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Affiliation(s)
- Rabia Khan
- SickKids Inflammatory Bowel Disease Centre, Division of Gastroenterology, Hepatology and Nutrition, The Hospital for Sick Children (SickKids), 555 University Avenue, Toronto, ON M5G 1X8, Canada
| | - M Ellen Kuenzig
- SickKids Inflammatory Bowel Disease Centre, Division of Gastroenterology, Hepatology and Nutrition, The Hospital for Sick Children (SickKids), 555 University Avenue, Toronto, ON M5G 1X8, Canada; Child Health Evaluative Sciences, SickKids Research Institute
| | - Eric I Benchimol
- SickKids Inflammatory Bowel Disease Centre, Division of Gastroenterology, Hepatology and Nutrition, The Hospital for Sick Children (SickKids), 555 University Avenue, Toronto, ON M5G 1X8, Canada; Child Health Evaluative Sciences, SickKids Research Institute; ICES, Toronto, Canada; Department of Paediatrics and Institute of Health Policy, Management and Evaluation, University of Toronto, Toronto, Canada.
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Michaux M, Chan JM, Bergmann L, Chaves LF, Klinkenberg B, Jacobson K. Spatial cluster mapping and environmental modeling in pediatric inflammatory bowel disease. World J Gastroenterol 2023; 29:3688-3702. [PMID: 37398882 PMCID: PMC10311617 DOI: 10.3748/wjg.v29.i23.3688] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/07/2023] [Revised: 03/31/2023] [Accepted: 04/23/2023] [Indexed: 06/16/2023] Open
Abstract
BACKGROUND Geographical (geospatial) clusters have been observed in inflammatory bowel disease (IBD) incidence and linked to environmental determinants of disease, but pediatric spatial patterns in North America are unknown. We hypothesized that we would identify geospatial clusters in the pediatric IBD (PIBD) population of British Columbia (BC), Canada and associate incidence with ethnicity and environmental exposures.
AIM To identify PIBD clusters and model how spatial patterns are associated with population ethnicity and environmental exposures.
METHODS One thousand one hundred eighty-three patients were included from a BC Children’s Hospital clinical registry who met the criteria of diagnosis with IBD ≤ age 16.9 from 2001–2016 with a valid postal code on file. A spatial cluster detection routine was used to identify areas with similar incidence. An ecological analysis employed Poisson rate models of IBD, Crohn’s disease (CD), and ulcerative colitis (UC) cases as functions of areal population ethnicity, rurality, average family size and income, average population exposure to green space, air pollution, and vitamin-D weighted ultraviolet light from the Canadian Environmental Health Research Consortium, and pesticide applications.
RESULTS Hot spots (high incidence) were identified in Metro Vancouver (IBD, CD, UC), southern Okanagan regions (IBD, CD), and Vancouver Island (CD). Cold spots (low incidence) were identified in Southeastern BC (IBD, CD, UC), Northern BC (IBD, CD), and on BC’s coast (UC). No high incidence hot spots were detected in the densest urban areas. Modeling results were represented as incidence rate ratios (IRR) with 95%CI. Novel risk factors for PIBD included fine particulate matter (PM2.5) pollution (IRR = 1.294, CI = 1.113-1.507, P < 0.001) and agricultural application of petroleum oil to orchards and grapes (IRR = 1.135, CI = 1.007-1.270, P = 0.033). South Asian population (IRR = 1.020, CI = 1.011-1.028, P < 0.001) was a risk factor and Indigenous population (IRR = 0.956, CI = 0.941-0.971, P < 0.001), family size (IRR = 0.467, CI = 0.268-0.816, P = 0.007), and summer ultraviolet (IBD = 0.9993, CI = 0.9990–0.9996, P < 0.001) were protective factors as previously established. Novel risk factors for CD, as for PIBD, included: PM2.5 air pollution (IRR = 1.230, CI = 1 .056-1.435, P = 0.008) and agricultural petroleum oil (IRR = 1.159, CI = 1.002-1.326, P = 0.038). Indigenous population (IRR = 0.923, CI = 0.895–0.951, P < 0.001), as previously established, was a protective factor. For UC, rural population (UC IRR = 0.990, CI = 0.983-0.996, P = 0.004) was a protective factor and South Asian population (IRR = 1.054, CI = 1.030–1.079, P < 0.001) a risk factor as previously established.
CONCLUSION PIBD spatial clusters were identified and associated with known and novel environmental determinants. The identification of agricultural pesticides and PM2.5 air pollution needs further study to validate these observations.
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Affiliation(s)
- Mielle Michaux
- Department of Pediatrics, Division of Gastroenterology, Hepatology and Nutrition, Faculty of Medicine, British Columbia Children’s Hospital, University of British Columbia, Vancouver V6H 3V4, British Columbia, Canada
- British Columbia Children’s Hospital Research Institute, British Columbia Children’s Hospital, Vancouver V5Z 4H4, British Columbia, Canada
| | - Justin M Chan
- Department of Pediatrics, Division of Gastroenterology, Hepatology and Nutrition, Faculty of Medicine, British Columbia Children’s Hospital, University of British Columbia, Vancouver V6H 3V4, British Columbia, Canada
- British Columbia Children’s Hospital Research Institute, British Columbia Children’s Hospital, Vancouver V5Z 4H4, British Columbia, Canada
| | - Luke Bergmann
- Department of Geography, University of British Columbia, Vancouver V6T 1Z2, British Columbia, Canada
| | - Luis F Chaves
- Department of Environmental and Occupational Health, School of Public Health, Indiana University, Bloomington, IN 47405, United States
| | - Brian Klinkenberg
- Department of Geography, University of British Columbia, Vancouver V6T 1Z2, British Columbia, Canada
| | - Kevan Jacobson
- Department of Pediatrics, Division of Gastroenterology, Hepatology and Nutrition, Faculty of Medicine, British Columbia Children’s Hospital, University of British Columbia, Vancouver V6H 3V4, British Columbia, Canada
- British Columbia Children’s Hospital Research Institute, British Columbia Children’s Hospital, Vancouver V5Z 4H4, British Columbia, Canada
- Department of Cellular and Physiological Sciences, University of British Columbia, Vancouver V6T 1Z3, British Columbia, Canada
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Bay M C, Núñez F P, Quera R, Yarur AJ. Current perspectives on pediatric inflammatory bowel disease focusing on transitional care management. What should we consider? Gastroenterol Hepatol 2023; 46:139-147. [PMID: 36243253 DOI: 10.1016/j.gastrohep.2022.10.003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/07/2022] [Revised: 09/26/2022] [Accepted: 10/02/2022] [Indexed: 11/25/2022]
Abstract
The prevalence of inflammatory bowel disease (IBD) continues to rise around the globe. Although the percentage of pediatric IBD patients seems to be increasing, rates are surprisingly heterogeneous among different populations. Although the pathogenesis of IBD is believed to be multifactorial, a genetic predisposition may be especially relevant in pediatric-onset IBD. Phenotypic characteristics can also be significantly different when comparing pediatric and adult-onset IBD. Patients that develop the disease at a younger age usually present with more extensive and more aggressive disease and develop complications faster when compared to those that develop it during adulthood. Children with IBD are found to have frequent mood disorders and have a higher risk of developing socio-economic hardship, failing to meet development milestones. Therefore, IBD management should always involve a multidisciplinary team that is not limited to medical providers. Most institutions do not have an established transition protocol and lack the resources and training for transition care. Although there is no consensus on an optimal timing to transition the patient's care to an adult team, it is usually accepted they should be eligible for adult care when most of the key transition points have been met. Management strategies should be tailored to each patient's developmental level and environment. A successful transition can improve the long-term outcomes such as sustained remission, medication adherence, mental health and social and academic performance, while decreasing healthcare utilization. Every institution that manages pediatric IBD patients should have a well-established transition protocol in order to make sure to maintain continuity of care.
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Affiliation(s)
- Constanza Bay M
- Department of Pediatrics, Pontificia Universidad Católica de Chile, Santiago 8330024, Chile
| | - Paulina Núñez F
- Department of Gastroenterology, Hospital San Juan De Dios, Universidad de Chile, Inflammatory Bowel Disease Programm, Digestive Disease Center, Clínica Universidad de los Andes, Universidad de los Andes, Santiago 7620157, Chile.
| | - Rodrigo Quera
- Inflammatory Bowel Disease Programm, Digestive Disease Center, Clínica Universidad de los Andes, Universidad de los Andes, Santiago 7620157, Chile
| | - Andrés J Yarur
- Cedars-Sinai Medical Center, 8730 Alden Dr. Thalians 2E, Los Angeles, CA 90048, USA
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Kuenzig ME, Fung SG, Marderfeld L, Mak JWY, Kaplan GG, Ng SC, Wilson DC, Cameron F, Henderson P, Kotze PG, Bhatti J, Fang V, Gerber S, Guay E, Kotteduwa Jayawarden S, Kadota L, Maldonado D F, Osei JA, Sandarage R, Stanton A, Wan M, Benchimol EI. Twenty-first Century Trends in the Global Epidemiology of Pediatric-Onset Inflammatory Bowel Disease: Systematic Review. Gastroenterology 2022; 162:1147-1159.e4. [PMID: 34995526 DOI: 10.1053/j.gastro.2021.12.282] [Citation(s) in RCA: 168] [Impact Index Per Article: 84.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/10/2021] [Revised: 11/30/2021] [Accepted: 12/31/2021] [Indexed: 02/07/2023]
Abstract
BACKGROUND & AIMS The incidence of inflammatory bowel disease (IBD) is increasing internationally, particularly in nations with historically low rates. Previous reports of the epidemiology of pediatric-onset IBD identified a paucity of data. We systematically reviewed the global trends in incidence and prevalence of IBD diagnosed in individuals <21 years old over the first 2 decades of the 21st century. METHODS We systematically reviewed studies indexed in MEDLINE, EMBASE, Airiti Library, and SciELO from January 2010 to February 2020 to identify population-based studies reporting the incidence and/or prevalence of IBD, Crohn's disease, ulcerative colitis, and/or IBD-unclassified. Data from studies published before 2000 were derived from a previously published systematic review. We described the geographic distribution and trends in children of all ages and limiting to very early onset (VEO) IBD. RESULTS A total of 131 studies from 48 countries were included. The incidence and prevalence of pediatric-onset IBD is highest in Northern Europe and North America and lowest in Southern Europe, Asia, and the Middle East. Among studies evaluating trends over time, most (31 of 37, 84%) studies reported significant increases in incidence and all (7 of 7) reported significant increases in prevalence. Data on the incidence and prevalence of VEO-IBD are limited to countries with historically high rates of IBD. Time trends in the incidence of VEO-IBD were visually heterogeneous. CONCLUSIONS Rates of pediatric-onset IBD continue to rise around the world and data are emerging from regions where it was not previously reported; however, there remains a paucity of data on VEO-IBD and on pediatric IBD from developing and recently developed countries.
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Affiliation(s)
- 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, Toronto, Ontario, Canada; CHEO Inflammatory Bowel Disease Centre, Division of Gastroenterology, Hepatology and Nutrition, CHEO, Ottawa, Ontario, Canada; CHEO Research Institute, Ottawa, Ontario, Canada
| | - Stephen G Fung
- CHEO Inflammatory Bowel Disease Centre, Division of Gastroenterology, Hepatology and Nutrition, CHEO, Ottawa, Ontario, Canada; CHEO Research Institute, Ottawa, Ontario, Canada
| | - Luba Marderfeld
- CHEO Inflammatory Bowel Disease Centre, Division of Gastroenterology, Hepatology and Nutrition, CHEO, Ottawa, Ontario, Canada; CHEO Research Institute, Ottawa, Ontario, Canada
| | - Joyce W Y Mak
- Department of Medicine and Therapeutics, Institute of Digestive Disease, LKS Institute of Health Science, State Key Laboratory of Digestive Disease, The Chinese University of Hong Kong, Hong Kong
| | - Gilaad G Kaplan
- Departments of Medicine and Community Health Sciences, University of Calgary, Calgary, Alberta, Canada
| | - Siew C Ng
- Department of Medicine and Therapeutics, Institute of Digestive Disease, LKS Institute of Health Science, State Key Laboratory of Digestive Disease, The Chinese University of Hong Kong, Hong Kong
| | - David C Wilson
- Department of Paediatric Gastroenterology and Nutrition, Royal Hospital for Sick Children and Young People, Edinburgh, United Kingdom; Child Life and Health, University of Edinburgh, Edinburgh, United Kingdom
| | - Fiona Cameron
- Department of Pediatric Gastroenterology, Hepatology and Nutrition, Alder Hey Children's NHS Foundation Trust, Liverpool, United Kingdom
| | - Paul Henderson
- Department of Paediatric Gastroenterology and Nutrition, Royal Hospital for Sick Children and Young People, Edinburgh, United Kingdom; Child Life and Health, University of Edinburgh, Edinburgh, United Kingdom
| | - Paulo G Kotze
- IBD Outpatients Clinic, Colorectal Surgery Unit, Catholic University of Paraná (PUCPR), Curitiba, Brazil
| | - Jasmine Bhatti
- Department of Biochemistry, Microbiology and Immunology, Faculty of Medicine, University of Ottawa, Ottawa, Ontario, Canada
| | - Vixey Fang
- 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, Toronto, Ontario, Canada
| | - Samantha Gerber
- Department of Pediatrics, Schulich School of Medicine & Dentistry, Western University, London, Ontario, Canada
| | - Evelyne Guay
- Faculty of Medicine, University of Ottawa, Ottawa, Ontario, Canada
| | | | - Leo Kadota
- Faculty of Medicine, University of Ottawa, Ottawa, Ontario, Canada
| | - Fernando Maldonado D
- Department of Community Health and Epidemiology, College of Medicine, University of Saskatchewan, Saskatoon, Saskatchewan, Canada; Research Department, Saskatchewan Health Authority, Saskatoon, Saskatchewan, Canada
| | - Jessica Amankwah Osei
- Department of Community Health and Epidemiology, College of Medicine, University of Saskatchewan, Saskatoon, Saskatchewan, Canada
| | - Ryan Sandarage
- Faculty of Medicine, University of British Columbia, Vancouver, British Columbia, Canada
| | - Amanda Stanton
- Department of Medicine, University of Alberta, Edmonton, Alberta, Canada
| | - Melissa Wan
- Public Health and Preventive Medicine Residency Program, Department of Family Medicine, Queen's University, Kingston, Ontario, 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, Toronto, Ontario, Canada; CHEO Inflammatory Bowel Disease Centre, Division of Gastroenterology, Hepatology and Nutrition, CHEO, Ottawa, Ontario, Canada; CHEO Research Institute, Ottawa, Ontario, Canada; Department of Paediatrics and Institute of Health Policy, Management and Evaluation, University of Toronto, Toronto, Ontario, Canada.
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Smyth M, Chan J, Evans K, Penner C, Lakhani A, Newlove T, Jacobson K. Cross-Sectional Analysis of Quality of Life in Pediatric Patients with Inflammatory Bowel Disease in British Columbia, Canada. J Pediatr 2021; 238:57-65.e2. [PMID: 34293367 DOI: 10.1016/j.jpeds.2021.07.036] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/29/2021] [Revised: 07/06/2021] [Accepted: 07/14/2021] [Indexed: 01/17/2023]
Abstract
OBJECTIVES To evaluate quality of life (QoL) in a large cohort of pediatric patients with inflammatory bowel disease (IBD) and to identify the clinical factors that influence QoL. STUDY DESIGN This cross-sectional study analyzes a quality improvement initiative in 351 pediatric patients with IBD in British Columbia, Canada using the self-reported Pediatric Quality of Life Inventory (PedsQL) 4.0 generic scale. The questionnaire was completed at outpatient clinic and biologic infusion appointments. Statistical analysis included the t test, ANOVA, and multilinear regressions to evaluate the relationships between clinical factors and QoL. RESULTS Mean (SE) QoL scores (79.95 [0.84]) fell between previously described healthy and chronically ill populations. Disease activity was the most significant predictor of QoL, with patients in remission scoring similar (84.42 [0.87]) to well established healthy norms, and those with moderately or severely active disease having some of the lowest published PedsQL scores (63.13 [3.27]), lower than most other chronic pediatric conditions. Twenty-five patients with moderately or severely active disease at the time of survey completion had follow-up surveys identified 1 year later and had a significant improvement of both their disease activity (P < .005) and their PedsQL scores (follow-up survey mean 76.13 [3.11]). Additional clinical factors independently associated with poor QoL were school nonattendance (15.5% decrease in QoL, P < .001), immune-modulator selection (methotrexate conferring a 9.5% lower mean QoL score than azathioprine, P = .005), and female gender (P = .031). CONCLUSION Pediatric patients with IBD experience a QoL significantly impacted by multiple clinical factors including current severity of IBD symptoms.
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Petit P, Bosson-Rieutort D, Maugard C, Gondard E, Ozenfant D, Joubert N, François O, Bonneterre V. The TRACTOR Project: TRACking and MoniToring Occupational Risks in Agriculture Using French Insurance Health Data (MSA). Ann Work Expo Health 2021; 66:402-411. [PMID: 34562080 DOI: 10.1093/annweh/wxab083] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2021] [Revised: 09/09/2021] [Accepted: 09/13/2021] [Indexed: 12/29/2022] Open
Abstract
OBJECTIVES A vast data mining project called 'TRACking and moniToring Occupational Risks in agriculture' (TRACTOR) was initiated in 2017 to investigate work-related health events among the entire French agricultural workforce. The goal of this work is to present the TRACTOR project, the challenges faced during its implementation, to discuss its strengths and limitations and to address its potential impact for health surveillance. METHODS Three routinely collected administrative health databases from the National Health Insurance Fund for Agricultural Workers and Farmers (MSA) were made available for the TRACTOR project. Data management was required to properly clean and prepare the data before linking together all available databases. RESULTS After removing few missing and aberrant data (4.6% values), all available databases were fully linked together. The TRACTOR project is an exhaustive database of agricultural workforce (active and retired) from 2002 to 2016, with around 10.5 million individuals including seasonal workers and farm managers. From 2012 to 2016, a total of 6 906 290 individuals were recorded. Half of these individuals were active and 46% had at least one health event (e.g. declared chronic disease, reimbursed drug prescription) during this 5-year period. CONCLUSIONS The assembled MSA databases available in the TRACTOR project are regularly updated and represent a promising and unprecedent dataset for data mining analysis dedicated to the early identification of current and emerging work-related illnesses and hypothesis generation. As a result, this project could help building a prospective integrated health surveillance system for the benefit of agricultural workers.
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Affiliation(s)
- Pascal Petit
- Univ. Grenoble Alpes, CNRS, Grenoble INP, CHU Grenoble Alpes, TIMC, Grenoble, France
| | - Delphine Bosson-Rieutort
- School of Public Health, Department of Management, Evaluation and Health Policy, University of Montreal, Montreal, Canada.,Centre de recherche en santé publique, Université de Montréal et CIUSSS du Centre-Sud-de-l'Île-de-Montréal, Montréal, Canada
| | - Charlotte Maugard
- Univ. Grenoble Alpes, CNRS, Grenoble INP, CHU Grenoble Alpes, TIMC, Grenoble, France
| | - Elise Gondard
- Univ. Grenoble Alpes, CNRS, Grenoble INP, CHU Grenoble Alpes, TIMC, Grenoble, France
| | | | | | - Olivier François
- Univ. Grenoble Alpes, CNRS, Grenoble INP, CHU Grenoble Alpes, TIMC, Grenoble, France
| | - Vincent Bonneterre
- Univ. Grenoble Alpes, CNRS, Grenoble INP, CHU Grenoble Alpes, TIMC, Grenoble, France
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