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Ellison J, Gao YJ, Hutchings K, Bartholomew S, Gardiner H, Yan L, Phillips KAM, Amatya A, Greif M, Li P, Liu Y, Nie Y, Squires J, Paterson JM, Puchtinger R, Lix LM. Estimating the completeness of physician billing claims for diabetes case ascertainment: a multiprovince investigation. Health Promot Chronic Dis Prev Can 2023; 43:511-521. [PMID: 38117476 PMCID: PMC10824155 DOI: 10.24095/hpcdp.43.12.03] [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] [Indexed: 12/21/2023]
Abstract
INTRODUCTION Previous research has suggested that how physicians are paid may affect the completeness of billing claims for estimating chronic disease. The purpose of this study is to estimate the completeness of physician billings for diabetes case ascertainment. METHODS We used administrative data from eight Canadian provinces covering the period 1 April 2014 to 31 March 2016. The patient cohort was stratified into two mutually exclusive groups based on their physician remuneration type: fee-for-service (FFS), for those paid only on that basis; and non-fee-for-service (NFFS). Using diabetes prescription drug data as our reference data source, we evaluated whether completeness of disease case ascertainment varied with payment type. Diabetes incidence rates were then adjusted for completeness of ascertainment. RESULTS The cohort comprised 86 110 patients. Overall, equal proportions received their diabetes medications from FFS and NFFS physicians. Overall, physician payment method had little impact upon the percentage of missed diabetes cases (FFS, 14.8%; NFFS, 12.2%). However, the difference in missed cases between FFS and NFFS varied widely by province, ranging from -1.0% in Nova Scotia to 29.9% in Newfoundland and Labrador. The difference between the observed and adjusted disease incidence rates also varied by province, ranging from 22% in Prince Edward Island to 4% in Nova Scotia. CONCLUSION The difference in the loss of cases by physician remuneration method varied across jurisdictions. This loss may contribute to an underestimation of disease incidence. The method we used could be applied to other chronic diseases for which drug therapy could serve as reference data source.
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Affiliation(s)
| | - Yong Jun Gao
- Public Health Agency of Canada, Ottawa, Ontario, Canada
| | | | | | | | - Lin Yan
- University of Manitoba, Winnipeg, Manitoba, Canada
| | - Karen A M Phillips
- Chief Public Health Office, Department of Health and Wellness, Charlottetown, Prince Edward Island, Canada
| | | | - Maria Greif
- Ministry of Health Saskatchewan, Regina, Saskatchewan, Canada
| | - Ping Li
- ICES, Toronto, Ontario, Canada
| | - Yue Liu
- Nova Scotia Department of Health and Wellness, Halifax, Nova Scotia, Canada
| | - Yao Nie
- Ministry of Health British Columbia, Victoria, British Columbia, Canada
| | - Josh Squires
- Health and Community Services Newfoundland and Labrador, St. John's, Newfoundland and Labrador, Canada
| | | | - Rolf Puchtinger
- Ministry of Health Saskatchewan, Regina, Saskatchewan, Canada
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2
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Dart A, Singer A, Chanchlani R, Ferguson T, Tangri N, Zappitelli M. Evaluation of administrative case definitions for hypertension in Canadian children. Sci Rep 2023; 13:7654. [PMID: 37169770 PMCID: PMC10175274 DOI: 10.1038/s41598-023-33401-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/06/2022] [Accepted: 04/12/2023] [Indexed: 05/13/2023] Open
Abstract
Hypertension is increasing in children and warrants disease surveillance. We therefore sought to evaluate the validity of case definitions to identify pediatric hypertension in administrative healthcare data. Cases of hypertension in children 3-18 years of age were identified utilizing blood pressures recorded in the Manitoba Primary Care Research Network (MaPCReN) electronic medical record from 2014 to 2016. Prevalence of hypertension and associated clinical characteristics were determined. We then evaluated the validity of 18 case definitions combining outpatient physician visits (ICD9CM codes), hospital claims (ICD9CM/ICD10 codes) and antihypertensive use within 1-3 years of data housed at the Manitoba Centre for Health Policy. The MaPCReN database identified 241 children with hypertension and 4090 without (prevalence = 5.6%). The sensitivity of algorithms ranged between 0.18 and 0.51 and the specificity between 0.98 and 1.00. Pharmaceutical use increased the sensitivity of algorithms significantly. The algorithms with the highest sensitivity and area under the ROC curve were 1 or more hospitalization OR 1 or more physician claim OR 1 or more pharmaceutical record. Evaluating 2 years of data is recommended. Administrative data alone reflects diagnosis of hypertension with high specificity, but underestimate the true prevalence of this disease. Alternative data sources are therefore required for disease surveillance.
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Affiliation(s)
- Allison Dart
- Department of Pediatrics and Child Health, Children's Hospital Research Institute of Manitoba, Diabetes Research Envisioned and Accomplished in Manitoba, University of Manitoba, FE-009 820 Sherbrook St., Winnipeg, MB, R3A1R9, Canada.
| | - Alexander Singer
- Division of Family Medicine, University of Manitoba, Winnipeg, Canada
| | | | - Thomas Ferguson
- Max Rady College of Medicine, Department of Internal Medicine, Chronic Disease Innovation Centre, University of Manitoba, Winnipeg, Canada
| | - Navdeep Tangri
- Max Rady College of Medicine, Department of Internal Medicine, Chronic Disease Innovation Centre, University of Manitoba, Winnipeg, Canada
| | - Michael Zappitelli
- Division of Nephrology, Department of Paediatrics, Hospital for Sick Children, University of Toronto, Toronto, Canada
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3
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Dinh NTT, Cox IA, de Graaff B, Campbell JA, Stokes B, Palmer AJ. A Comprehensive Systematic Review of Data Linkage Publications on Diabetes in Australia. Front Public Health 2022; 10:757987. [PMID: 35692316 PMCID: PMC9174992 DOI: 10.3389/fpubh.2022.757987] [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: 08/13/2021] [Accepted: 04/25/2022] [Indexed: 11/13/2022] Open
Abstract
Aims Our study aimed to identify the common themes, knowledge gaps and to evaluate the quality of data linkage research on diabetes in Australia. Methods This systematic review was developed in accordance with the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (the PRISMA Statement). Six biomedical databases and the Australian Population Health Research Network (PHRN) website were searched. A narrative synthesis was conducted to comprehensively identify the common themes and knowledge gaps. The guidelines for studies involving data linkage were used to appraise methodological quality of included studies. Results After screening and hand-searching, 118 studies were included in the final analysis. Data linkage publications confirmed negative health outcomes in people with diabetes, reported risk factors for diabetes and its complications, and found an inverse association between primary care use and hospitalization. Linked data were used to validate data sources and diabetes instruments. There were limited publications investigating healthcare expenditure and adverse drug reactions (ADRs) in people with diabetes. Regarding methodological assessment, important information about the linkage performed was under-reported in included studies. Conclusions In the future, more up to date data linkage research addressing costs of diabetes and its complications in a contemporary Australian setting, as well as research assessing ADRs of recently approved antidiabetic medications, are required.
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Affiliation(s)
- Ngan T T Dinh
- Health Economics Research Group, Menzies Institute for Medical Research, University of Tasmania, Hobart, TAS, Australia.,Department of Pharmacology, Thai Nguyen University of Medicine and Pharmacy, Thai Nguyen University, Thai Nguyen, Vietnam
| | - Ingrid A Cox
- Health Economics Research Group, Menzies Institute for Medical Research, University of Tasmania, Hobart, TAS, Australia
| | - Barbara de Graaff
- Health Economics Research Group, Menzies Institute for Medical Research, University of Tasmania, Hobart, TAS, Australia
| | - Julie A Campbell
- Health Economics Research Group, Menzies Institute for Medical Research, University of Tasmania, Hobart, TAS, Australia
| | - Brian Stokes
- Tasmanian Data Linkage Unit, Menzies Institute for Medical Research, University of Tasmania, Hobart, TAS, Australia
| | - Andrew J Palmer
- Health Economics Research Group, Menzies Institute for Medical Research, University of Tasmania, Hobart, TAS, Australia.,Centre for Health Policy, School of Population and Global Health, The University of Melbourne, Melbourne, VIC, Australia
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4
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O'Keefe S, Czaja AS. Validation of Administrative Codes for Palliative Care Consultation Among Critically Ill Children. Hosp Pediatr 2021; 11:179-182. [PMID: 33509843 DOI: 10.1542/hpeds.2020-001263] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/12/2023]
Abstract
OBJECTIVES To determine the validity of palliative care (PC) administrative codes (V66.7 and Z51.5) among critically ill pediatric patients. METHODS In this single-center retrospective cohort study, we included all hospitalizations with a PICU admission between March 2016 and March 2018. Sensitivity, specificity, and positive and negative predictive values of the relevant codes were estimated by using a gold standard of a local PC registry. RESULTS During the study period, 4670 hospitalizations were included. The median admission age was 5 years (interquartile range 1.5-12.9) with 55% having at least 1 complex chronic condition. The median length of PICU stay was 1.8 days (interquartile range 1-3.4) and mortality was low (1.3%). A total 182 (3.9%) hospitalizations had evidence of a PC consultation. Administrative codes for PC had a sensitivity of 11% (95% confidence interval [CI] 6.8%-16.5%) and a specificity of 99.8% (95% CI 99.6%-99.9%). The positive and negative predictive values were 66.7% (95% CI 47.2%-82.7%) and 96.5% (95% CI 95.9%-97.0%), respectively. CONCLUSIONS Among critically ill children, PC administrative codes had high specificity but poor sensitivity. The potential for underascertainment of this resource should be considered in future research using administrative data.
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Affiliation(s)
- Siobhán O'Keefe
- Department of Paediatric Critical Care, Children's Health Ireland, Dublin, Ireland; and
| | - Angela S Czaja
- Section of Critical Care Medicine, Department of Pediatrics, School of Medicine, University of Colorado and Children's Hospital Colorado, Aurora, Colorado
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5
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Ulrich EH, So G, Zappitelli M, Chanchlani R. A Review on the Application and Limitations of Administrative Health Care Data for the Study of Acute Kidney Injury Epidemiology and Outcomes in Children. Front Pediatr 2021; 9:742888. [PMID: 34778133 PMCID: PMC8578942 DOI: 10.3389/fped.2021.742888] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/16/2021] [Accepted: 09/03/2021] [Indexed: 11/13/2022] Open
Abstract
Administrative health care databases contain valuable patient information generated by health care encounters. These "big data" repositories have been increasingly used in epidemiological health research internationally in recent years as they are easily accessible and cost-efficient and cover large populations for long periods. Despite these beneficial characteristics, it is also important to consider the limitations that administrative health research presents, such as issues related to data incompleteness and the limited sensitivity of the variables. These barriers potentially lead to unwanted biases and pose threats to the validity of the research being conducted. In this review, we discuss the effectiveness of health administrative data in understanding the epidemiology of and outcomes after acute kidney injury (AKI) among adults and children. In addition, we describe various validation studies of AKI diagnostic or procedural codes among adults and children. These studies reveal challenges of AKI research using administrative data and the lack of this type of research in children and other subpopulations. Additional pediatric-specific validation studies of administrative health data are needed to promote higher volume and increased validity of this type of research in pediatric AKI, to elucidate the large-scale epidemiology and patient and health systems impacts of AKI in children, and to devise and monitor programs to improve clinical outcomes and process of care.
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Affiliation(s)
- Emma H Ulrich
- Division of Pediatric Nephrology, Department of Pediatrics, University of Alberta, Edmonton, AB, Canada
| | - Gina So
- Department of Health Sciences, McMaster University, Hamilton, ON, Canada
| | - Michael Zappitelli
- Division of Nephrology, Department of Pediatrics, Hospital for Sick Children, University of Toronto, Toronto, ON, Canada
| | - Rahul Chanchlani
- Institute of Clinical and Evaluative Sciences, Ontario, ON, Canada.,Department of Health Research Methods, Evidence and Impact, McMaster University, Hamilton, ON, Canada.,Division of Pediatric Nephrology, Department of Pediatrics, McMaster University, Hamilton, ON, Canada
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6
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Abstract
Despite the recent emergence of expensive biologic therapies, hospitalization and surgery remain important contributors for the overall costs of inflammatory bowel disease (IBD). In this study, we aimed to describe the burden of reoperations in patients with IBD by evaluating reoperation rates, charges, and risk factors over 16 years.
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7
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Khosrow-Khavar F, Ganjizadeh-Zavareh S, Etminan M. Multiple Classes of Antibiotic Use in Infancy and Allergic Disease in Childhood. JAMA Pediatr 2020; 174:1002-1003. [PMID: 32478817 DOI: 10.1001/jamapediatrics.2020.0966] [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: 11/14/2022]
Affiliation(s)
- Farzin Khosrow-Khavar
- Department of Epidemiology, Biostatistics, and Occupational Health, Faculty of Medicine, McGill University, Montreal, Quebec, Canada
| | - Saeed Ganjizadeh-Zavareh
- Department of Medicine, Faculty of Medicine, University of British Columbia, Vancouver, British Columbia, Canada
| | - Mahyar Etminan
- Department of Ophthalmology and Visual Sciences, Faculty of Medicine, University of British Columbia, Vancouver, British Columbia, Canada
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8
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Santiago M, Magro F, Correia L, Portela F, Ministro P, Lago P, Trindade E, Dias CC. Rehospitalization rates, costs, and risk factors for inflammatory bowel disease: a 16-year nationwide study. Therap Adv Gastroenterol 2020; 13:1756284820923836. [PMID: 35154386 PMCID: PMC8832310 DOI: 10.1177/1756284820923836] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/06/2019] [Accepted: 04/09/2020] [Indexed: 02/04/2023] Open
Abstract
AIMS We aimed to describe the burden of rehospitalization in patients with inflammatory bowel disease (IBD), by evaluating rehospitalization rates, charges, and risk factors over 16 years. METHODS We performed a retrospective analysis of all hospital discharges with a primary diagnosis of IBD in public hospitals between 2000 and 2015 in mainland Portugal from the Central Administration of the Health System (ACSS)'s national registry. We collected data on patient, clinical, and healthcare charges. We used survival analysis to estimate the rate and risk factors of IBD-related rehospitalization. RESULTS We found that 33% (n = 15,931) of the IBD-related hospitalizations corresponded to rehospitalizations, which increased by 12% over 16 years. However, IBD rehospitalization rate per 100,000 IBD patients decreased 2.5-fold between 2003 and 2015. Mean IBD-related rehospitalization charges were €14,589/hospitalization-year in 2000 and €17,548 /hospitalization-year in 2015, with total rehospitalization charges reaching €3.1 million/year by 2015. Overall, the 30-day rate of rehospitalization was 24% for Crohn's disease (CD) and 22.4% for ulcerative colitis (UC). Novel risk factors for rehospitalization include penetrating disease in CD patients {hazard ratio (HR) 1.34 [95% confidence interval (CI) 1.20-1.51], p < 0.001} and colostomy in UC patients [HR 2.84 (95% CI 1.06-7.58)]. CONCLUSION IBD-related rehospitalization should be closely monitored, and efforts to reduce its risk factors should be made to improve the quality of care and, consequently, to reduce the burden of IBD.
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Affiliation(s)
| | | | - Luís Correia
- Portuguese Inflammatory Bowel Disease (IBD)
Study Group (GEDII), Porto, Portugal,Department of Gastroenterology, Hospital Santa
Maria, University Hospital Center of Lisbon North, Lisbon, Portugal
| | - Francisco Portela
- Portuguese Inflammatory Bowel Disease (IBD)
Study Group (GEDII), Porto, Portugal,Department of Gastroenterology, University
Hospital Center of Coimbra, Coimbra, Portugal
| | - Paula Ministro
- Portuguese Inflammatory Bowel Disease (IBD)
Study Group (GEDII), Porto, Portugal,Department of Gastroenterology, Tondela-Viseu
Hospital Center, Viseu, Portugal
| | - Paula Lago
- Portuguese Inflammatory Bowel Disease (IBD)
Study Group (GEDII), Porto, Portugal,Department of Gastroenterology, Hospital Santo
António, University Hospital Center of Porto, Porto, Portugal
| | - Eunice Trindade
- Portuguese Inflammatory Bowel Disease (IBD)
Study Group (GEDII), Porto, Portugal,Department of Pediatrics, São João Hospital
Center, Porto, Portugal
| | - Cláudia Camila Dias
- Center for Health Technology and Services
Research (CINTESIS), Porto, Portugal,Department of Community Medicine, Information
and Health Decision Sciences (MEDCIDS), Faculty of Medicine, University of
Porto, Portugal
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9
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Lasky T, Carleton B, Horton DB, Kelly LE, Bennett D, Czaja AS, Gifkins D, Osokogu OU, McMahon AW. Real-World Evidence to Assess Medication Safety or Effectiveness in Children: Systematic Review. Drugs Real World Outcomes 2020; 7:97-107. [PMID: 32112359 PMCID: PMC7221095 DOI: 10.1007/s40801-020-00182-y] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022] Open
Abstract
Background The promise of real-world evidence (RWE) is especially relevant to pediatrics, where medicines prescribed for children are often used without evidence derived from randomized clinical trials. Objectives The aim of this systematic review was to describe the state of RWE in pediatrics by identifying observational studies published during 2016 that used RWE to assess medication safety or effectiveness in children. Methods An electronic search of PubMed was combined with an extended search of references within systematic reviews and expert suggestions. Studies were included if they reported on an infant or child under 18 years with exposure to medications; assessed safety or effectiveness; specified a comparison or control group, and were published in English in 2016. Data extraction was conducted by one team member using a standardized form and reviewed by a second team member. Study quality was assessed using the GRACE checklist for rating the quality of observational studies. Results After removing duplicates, 915 citations were screened and 29 studies met the eligibility criteria. Most of the eligible studies relied on primary data collection or chart review at a single institution and did not use the growing number of administrative or electronic health record databases available. One-quarter of the studies did not use well-established statistical methods to control for confounders. No single disease group or medication predominated, and age groups ranged from infants to adolescents. Conclusions A small body of observational studies published in 2016 were categorized by the study team as using real-world data to assess medication safety or effectiveness in children. Studies varied in age groups, diseases or conditions, and methods, and may not have fully met the FDA definition of RWE. Our review indicates that the use of RWE is not fully developed in pediatrics, and suggests an opportunity to further develop capabilities and more fully leverage administrative and electronic health record databases to study medication safety and effectiveness in children. Our systematic review appears generalizable to pediatrics broadly, and documents that the high level of activity in RWE in general has had less of an impact on pediatrics. Electronic supplementary material The online version of this article (10.1007/s40801-020-00182-y) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Tamar Lasky
- Food and Drug Administration, Center for Biologics Evaluation and Research, Office of Biostatistics and Epidemiology, 10903 New Hampshire Avenue, White Oak-71, Room 1253, Silver Spring, MD, 20993, USA. .,MIE Resources, Baltimore, MD, USA.
| | - Bruce Carleton
- Division of Translational Therapeutics, Department of Pediatrics, Faculty of Medicine, University of British Columbia, Vancouver, Canada
| | - Daniel B Horton
- Department of Pediatrics, Rutgers Robert Wood Johnson Medical School, New Brunswick, NJ, USA.,Rutgers Center for Pharmacoepidemiology and Treatment Science, Institute for Health, Health Care Policy and Aging Research, New Brunswick, NJ, USA.,Department of Biostatistics and Epidemiology, Rutgers School of Public Health, Piscataway, NJ, USA
| | - Lauren E Kelly
- Department of Pediatrics and Child Health, University of Manitoba, Winnipeg, Canada.,Children's Hospital Research Institute of Manitoba, and Geroge and Fay Yee Centre for Healthcare Innovation, Winnipeg, Canada
| | - Dimitri Bennett
- Department of Epidemiology, Takeda Pharmaceutical Company Limited, Boston, MA, USA.,Perelman School of Medicine, Adjunct, University of Pennsylvania, Philadelphia, PA, USA
| | - Angela S Czaja
- Department of Pediatrics, Critical Care University of Colorado, School of Medicine, Denver, USA
| | - Dina Gifkins
- Janssen Research and Development, Raritan, NJ, USA
| | - Osemeke U Osokogu
- Department of Content and Innovation, Elsevier (Information Analytics), New York, USA
| | - Ann W McMahon
- Office of Pediatric Therapeutics, Food and Drug Administration, Silver Spring, USA
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10
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Stone P, Sood N, Feary J, Roberts CM, Quint JK. Validation of acute exacerbation of chronic obstructive pulmonary disease (COPD) recording in electronic health records: a systematic review protocol. BMJ Open 2020; 10:e032467. [PMID: 32111611 PMCID: PMC7050350 DOI: 10.1136/bmjopen-2019-032467] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/19/2019] [Revised: 10/15/2019] [Accepted: 02/11/2020] [Indexed: 11/25/2022] Open
Abstract
INTRODUCTION Many patients with chronic obstructive pulmonary disease (COPD) experience a sustained worsening in symptoms termed an acute exacerbation (AECOPD). AECOPDs impact on patients' quality of life and lung function, are costly to health services and are an important topic for research. Electronic health records (EHR) are increasingly being used to study AECOPD, requiring accurate detection of AECOPD in EHRs to ensure generalisable results. The aim of this protocol is to provide an overview of studies that validate AECOPD definitions used in EHRs and administrative claims databases. METHODS AND ANALYSIS Medline and Embase will be searched for terms related to COPD exacerbation, EHRs and validation. All studies published between 1 January 1990 and 30 September 2019 written in English that validate AECOPD in EHRs and administrative claims databases will be considered. INCLUSION CRITERIA EHR data must be routinely collected; the AECOPD detection algorithm must be compared against a reference standard; and a measure of validity must be calculable. Two independent reviewers will screen articles for inclusion, extract study details and assess risk of bias using QUADAS-2. Disagreements will be resolved by consensus or arbitration by a third reviewer. This protocol has been developed in accordance with the Preferred Reporting Items for Systematic Review and Meta-Analysis Protocols checklist. ETHICS AND DISSEMINATION This will be a review of previously published literature therefore no ethical approval is required. Results from this review will be published in a peer-reviewed journal. The results can be used in future research to identify occurrences of AECOPD. PROSPERO REGISTRATION NUMBER CRD42019130863.
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Affiliation(s)
- Philip Stone
- National Heart and Lung Institute, Imperial College London, London, UK
| | - Nikhil Sood
- National Heart and Lung Institute, Imperial College London, London, UK
| | - Johanna Feary
- National Heart and Lung Institute, Imperial College London, London, UK
| | | | - Jennifer K Quint
- National Heart and Lung Institute, Imperial College London, London, UK
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11
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Scott AN, Buchan SA, Kwong JC, Drews SJ, Simmonds KA, Svenson LW. Using population-wide administrative and laboratory data to estimate type- and subtype-specific influenza vaccine effectiveness: a surveillance protocol. BMJ Open 2019; 9:e029708. [PMID: 31575570 PMCID: PMC6773297 DOI: 10.1136/bmjopen-2019-029708] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/23/2022] Open
Abstract
INTRODUCTION The appropriateness of using routinely collected laboratory data combined with administrative data for estimating influenza vaccine effectiveness (VE) is still being explored. This paper outlines a protocol to estimate influenza VE using linked laboratory and administrative data which could act as a companion to estimates derived from other methods. METHODS AND ANALYSIS We will use the test-negative design to estimate VE for each influenza type/subtype and season. Province-wide individual-level records of positive and negative influenza tests at the Provincial Laboratory for Public Health in Alberta will be linked, by unique personal health numbers, to administrative databases and vaccination records held at the Ministry of Health in Alberta to determine covariates and influenza vaccination status, respectively. Covariates of interests include age, sex, immunocompromising chronic conditions and healthcare setting. Cases will be defined based on an individual's first positive influenza test during the season, and potential controls will be defined based on an individual's first negative influenza test during the season. One control for each case will be randomly selected based on the week the specimen was collected. We will estimate VE using multivariable logistic regression. ETHICS AND DISSEMINATION Ethics approval was obtained from the University of Alberta's Health Research Ethics Board-Health Panel under study ID Pro00075997. Results will be disseminated by public health officials in Alberta.
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Affiliation(s)
- Allison Nicole Scott
- Ministry of Health, Government of Alberta, Edmonton, Alberta, Canada
- Department of Public Health, Concordia University of Edmonton, Edmonton, Alberta, Canada
| | - Sarah A Buchan
- Populations and Public Health Research Program, ICES, Toronto, Ontario, Canada
- Public Health Sciences, Public Health Ontario, Toronto, Ontario, Canada
- Dalla Lana School of Public Health, University of Toronto, Toronto, Ontario, Canada
| | - Jeffrey C Kwong
- Populations and Public Health Research Program, ICES, Toronto, Ontario, Canada
- Public Health Sciences, Public Health Ontario, Toronto, Ontario, Canada
- Dalla Lana School of Public Health, University of Toronto, Toronto, Ontario, Canada
- Department of Family and Community Medicine, University of Toronto, Toronto, Ontario, Canada
| | | | - Kimberley A Simmonds
- Ministry of Health, Government of Alberta, Edmonton, Alberta, Canada
- Department of Community Health Sciences, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
| | - Lawrence W Svenson
- Ministry of Health, Government of Alberta, Edmonton, Alberta, Canada
- Department of Community Health Sciences, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
- Division of Preventive Medicine, University of Alberta, Edmonton, Alberta, Canada
- School of Public Health, University of Alberta, Edmonton, Alberta, Canada
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12
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Dias CC, Santiago M, Correia L, Portela F, Ministro P, Lago P, Trindade E, Freitas A, Magro F. Hospitalization trends of the Inflammatory Bowel Disease landscape: A nationwide overview of 16 years. Dig Liver Dis 2019; 51:952-960. [PMID: 30826276 DOI: 10.1016/j.dld.2019.01.016] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/05/2018] [Revised: 01/10/2019] [Accepted: 01/22/2019] [Indexed: 12/11/2022]
Abstract
INTRODUCTION In this study, we aimed to determine the hospitalization rates of Inflammatory Bowel Disease (IBD) in a southern-european country and its associated charges over a period of 16 years. METHODS We identified all discharges with a primary diagnosis of Crohn's disease (CD) or ulcerative colitis (UC) between 2000 and 2015 in data provided by the Central Administration of Health Services (ACSS). National estimates of hospitalization rates were assessed and adjusted to gender, age, population, and hospitalizations. Hospitalization charges were also assessed. RESULTS There were an estimated 31 358 and 16 669 discharges for CD and UC, respectively. From 2000 to 2015, hospitalization rates per 100000 habitants increased for CD (8.4-11.2) and remained stable for UC (4.4-4.9). The hospitalization rate for IBD increased slightly over time (12.8 per 100 000 habitants in 2000 and 16.1 in 2015). Annual total hospitalization charges amounted to 4.0M€ in 2000 and 5.7M€ in 2015. This increase was mainly due to a rise in the total expenses of CD-related hospitalizations. CONCLUSION CD hospitalization rates per 100000 inhabitants increased over time while remaining constant for UC. Hospitalization charges for IBD increased approximately 2.0M€ during the study period, representing an important burden in the national healthcare system.
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Affiliation(s)
- Cláudia Camila Dias
- Department of Community Medicine, Information and Health Decision Sciences, Faculty of Medicine of the University of Porto, Portugal; CINTESIS - Center for Health Technology and Services Research, Porto, Portugal
| | - Mafalda Santiago
- CINTESIS - Center for Health Technology and Services Research, Porto, Portugal; IBD Portuguese Group (GEDII), Porto, Portugal
| | - Luís Correia
- IBD Portuguese Group (GEDII), Porto, Portugal; Santa Maria Hospital, Gastroenterology Department, Lisbon, Portugal
| | - Francisco Portela
- IBD Portuguese Group (GEDII), Porto, Portugal; Coimbra Hospital, Gastroenterology Department, Coimbra, Portugal
| | - Paula Ministro
- IBD Portuguese Group (GEDII), Porto, Portugal; Viseu Tondela Hospital, Gastroenterology Department, Viseu, Portugal
| | - Paula Lago
- IBD Portuguese Group (GEDII), Porto, Portugal; Santo António Hospital, Gastroenterology Department, Porto, Portugal
| | - Eunice Trindade
- IBD Portuguese Group (GEDII), Porto, Portugal; São João Hospital, Gastroenterology Department, Porto, Portugal
| | - Alberto Freitas
- Department of Community Medicine, Information and Health Decision Sciences, Faculty of Medicine of the University of Porto, Portugal; CINTESIS - Center for Health Technology and Services Research, Porto, Portugal
| | - Fernando Magro
- IBD Portuguese Group (GEDII), Porto, Portugal; São João Hospital, Gastroenterology Department, Porto, Portugal; Unit of Pharmacology and Therapeutics, Faculty of Medicine, University of Porto, Portugal; MedInUP - Center for Drug Discovery and Innovative Medicines, University of Porto, Porto, Portugal.
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Bacal V, Russo M, Fell DB, Shapiro H, Walker M, Gaudet LM. A systematic review of database validation studies among fertility populations. Hum Reprod Open 2019; 2019:hoz010. [PMID: 31206038 PMCID: PMC6561328 DOI: 10.1093/hropen/hoz010] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2018] [Revised: 02/20/2019] [Indexed: 12/12/2022] Open
Abstract
STUDY QUESTION Are routinely collected data from fertility populations adequately validated? SUMMARY ANSWER Of the 19 studies included, only one validated a national fertility registry and none reported their results in accordance with recommended reporting guidelines for validation studies. WHAT IS KNOWN ALREADY Routinely collected data, including administrative databases and registries, are excellent sources of data, particularly for reporting, quality assurance, and research. However, these data are subject to misclassification bias due to misdiagnosis or errors in data entry and therefore need to be validated prior to using for clinical or research purposes. STUDY DESIGN SIZE DURATION We conducted a systematic review by searching Medline, Embase, and CINAHL from inception to 6 October 2016 to identify validation studies of databases that contain routinely collected data in an ART setting. Webpages of international ART centers were also searched. PARTICIPANTS/MATERIALS SETTING METHODS We included studies that compared at least two data sources to validate ART population data. Key words and MeSH terms were adapted from previous systematic reviews investigating routinely collected data (e.g. administrative databases and registries), measures of validity (including sensitivity, specificity, and predictive value), and ART (including infertility, IVF, advanced reproductive age, and diminished ovarian reserve). Only full-text studies in English were considered. Results were synthesized qualitatively. The electronic search yielded 1074 citations, of which 19 met the inclusion criteria. MAIN RESULTS AND THE ROLE OF CHANCE Two studies validated a fertility database using medical records; seven studies used an IVF registry to validate vital records or maternal questionnaires, and two studies failed to adequately describe their reference standard. Four studies investigated the validity of mode of conception from birth registries; two studies validated diagnoses or treatments in a fertility database; four studies validated a linkage algorithm between a fertility registry and another administrative database; one study created an algorithm in a single database to identify a patient population. Sensitivity was the most commonly reported measure of validity (12 studies), followed by specificity (9 studies). Only three studies reported four or more measures of validation, and five studies presented CIs for their estimates. The prevalence of the variable in the target population (pre-test prevalence) was reported in seven studies; however, only four of the studies had prevalence estimates from the study population (post-test prevalence) within a 2% range of the pre-test estimate. The post-test estimate was largely discrepant from the pre-test value in two studies. LIMITATIONS REASONS FOR CAUTION The search strategy was limited to the studies and reports published in English, which may not capture validation studies from countries that do not speak English. Furthermore, only three specific fertility-based diagnostic variables (advanced reproductive age, diminished ovarian reserve, and chorionicity) were searched in Medline, Embase, and CINAHL. Consequently, published studies with other diagnoses or conditions relevant to infertility may not have been captured in our review. WIDER IMPLICATIONS OF THE FINDINGS There is a paucity of literature on validation of routinely collected data from a fertility population. Furthermore, the prevalence of the markers that have been validated are not being presented, which can lead to biased estimates. Stakeholders rely on these data for monitoring outcomes of treatments and adverse events; therefore, it is essential to ascertain the accuracy of these databases and make the reports publicly available. STUDY FUNDING/COMPETING INTERESTS This study was supported by Canadian Institutes of Health Research (CIHR) (FDN-148438). There are no competing interests for any of the authors. REGISTRATION NUMBER International Prospective Register of Systematic Reviews ID: CRD42016048466.
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Affiliation(s)
- V Bacal
- School of Epidemiology and Public Health (SEPH), University of Ottawa, Ottawa, Canada.,Department of Obstetrics and Gynecology, University of Ottawa, Ottawa, Canada.,Ottawa Hospital Research Institute, Ottawa, Canada
| | - M Russo
- Department of Obstetrics and Gynecology, University of Toronto, Toronto, Canada.,Mount Sinai Fertility, Toronto, Canada
| | - D B Fell
- School of Epidemiology and Public Health (SEPH), University of Ottawa, Ottawa, Canada.,Children's Hospital of Eastern Ontario Research Institute, Ottawa, Canada.,Institute for Clinical Evaluative Sciences, Ottawa, Canada
| | - H Shapiro
- Department of Obstetrics and Gynecology, University of Toronto, Toronto, Canada.,Mount Sinai Fertility, Toronto, Canada
| | - M Walker
- School of Epidemiology and Public Health (SEPH), University of Ottawa, Ottawa, Canada.,Department of Obstetrics and Gynecology, University of Ottawa, Ottawa, Canada.,Ottawa Hospital Research Institute, Ottawa, Canada
| | - L M Gaudet
- School of Epidemiology and Public Health (SEPH), University of Ottawa, Ottawa, Canada.,Department of Obstetrics and Gynecology, University of Ottawa, Ottawa, Canada.,Ottawa Hospital Research Institute, Ottawa, Canada
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Arim RG, Miller AR, Kohen DE, Guèvremont A, Lach LM, Brehaut JC. Changes in the health of mothers of children with neurodevelopmental disabilities: An administrative data study. RESEARCH IN DEVELOPMENTAL DISABILITIES 2019; 86:76-86. [PMID: 30684833 DOI: 10.1016/j.ridd.2018.12.007] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/14/2018] [Revised: 11/14/2018] [Accepted: 12/18/2018] [Indexed: 06/09/2023]
Abstract
BACKGROUND Using linked administrative health data, this study compared the health and healthcare service utilization between mothers of children with and without neurodevelopmental disabilities (NDD), before, during, and after the birth of a child. METHODS The population (N = 25,388) was based on a cohort of children born in 2000 and who were, along with their mothers, continuously registered with the British Columbia's universal health insurance program between 2000 and 2007. RESULTS Compared to mothers of children without NDD, mothers of children with NDD were more likely to have chronic conditions and higher service utilization before child birth. Mothers of children with NDD showed a smaller increase in physician visits in the year before birth but a greater increase in different prescription drugs in the year after birth. There was no further divergence (or convergence) in health and service utilization between the groups in the 7-year period post-birth. CONCLUSIONS Differences in health and healthcare service utilization between mothers of children with and without NDD existed before the birth of the child and did not diverge in the 7 years post-birth. Replication of these findings is warranted as well as follow-up analyses examining longer term outcomes for mothers beyond 7 years post-birth.
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Affiliation(s)
- Rubab G Arim
- Health Analysis Division, Statistics Canada, 100 Tunney's Pasture Driveway, Ottawa, Ontario, K1A 0T6, Canada.
| | - Anton R Miller
- Department of Pediatrics, Faculty of Medicine, University of British Columbia, 4480 Oak Street, Room 2D19, BC Children's Hospital, Vancouver, British Columbia, V6H 3V4, Canada
| | - Dafna E Kohen
- Health Analysis Division, Statistics Canada, 100 Tunney's Pasture Driveway, Ottawa, Ontario, K1A 0T6, Canada
| | - Anne Guèvremont
- Health Analysis Division, Statistics Canada, 100 Tunney's Pasture Driveway, Ottawa, Ontario, K1A 0T6, Canada
| | - Lucy M Lach
- School of Social Work, McGill University, 3506 University Street, #300, Montreal, Québec, H3A 2A7, Canada
| | - Jamie C Brehaut
- Clinical Epidemiology Program, Ottawa Hospital Research Institute, 501 Smyth Road, Box 511, Ottawa, Ontario, K1H 8L6, Canada
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Crowcroft NS, Johnson C, Chen C, Li Y, Marchand-Austin A, Bolotin S, Schwartz K, Deeks SL, Jamieson F, Drews S, Russell ML, Svenson LW, Simmonds K, Mahmud SM, Kwong JC. Under-reporting of pertussis in Ontario: A Canadian Immunization Research Network (CIRN) study using capture-recapture. PLoS One 2018; 13:e0195984. [PMID: 29718945 PMCID: PMC5931792 DOI: 10.1371/journal.pone.0195984] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2017] [Accepted: 04/03/2018] [Indexed: 11/22/2022] Open
Abstract
Introduction Under-reporting of pertussis cases is a longstanding challenge. We estimated the true number of pertussis cases in Ontario using multiple data sources, and evaluated the completeness of each source. Methods We linked data from multiple sources for the period 2009 to 2015: public health reportable disease surveillance data, public health laboratory data, and health administrative data (hospitalizations, emergency department visits, and physician office visits). To estimate the total number of pertussis cases in Ontario, we used a three-source capture-recapture analysis stratified by age (infants, or aged one year and older) and adjusting for dependency between sources. We used the Bayesian Information Criterion to compare models. Results Using probable and confirmed reported cases, laboratory data, and combined hospitalizations/emergency department visits, the estimated total number of cases during the six-year period amongst infants was 924, compared with 545 unique observed cases from all sources. Using the same sources, the estimated total for those aged 1 year and older was 12,883, compared with 3,304 observed cases from all sources. Only 37% of infants and 11% for those aged 1 year and over admitted to hospital or seen in an emergency department for pertussis were reported to public health. Public health reporting sensitivity varied from 2% to 68% depending on age group and the combination of data sources included. Sensitivity of combined hospitalizations and emergency department visits varied from 37% to 49% and of laboratory data from 1% to 50%. Conclusions All data sources contribute cases and are complementary, suggesting that the incidence of pertussis is substantially higher than suggested by routine reports. The sensitivity of different data sources varies. Better case identification is required to improve pertussis control in Ontario.
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Affiliation(s)
- Natasha S. Crowcroft
- Public Health Ontario, Toronto, ON, Canada
- Department of Laboratory Medicine and Pathobiology, University of Toronto, Toronto, ON, Canada
- Dalla Lana School of Public Health, University of Toronto, Toronto, ON, Canada
- * E-mail:
| | | | | | - Ye Li
- Public Health Ontario, Toronto, ON, Canada
- Dalla Lana School of Public Health, University of Toronto, Toronto, ON, Canada
| | | | - Shelly Bolotin
- Public Health Ontario, Toronto, ON, Canada
- Dalla Lana School of Public Health, University of Toronto, Toronto, ON, Canada
| | - Kevin Schwartz
- Public Health Ontario, Toronto, ON, Canada
- Dalla Lana School of Public Health, University of Toronto, Toronto, ON, Canada
| | - Shelley L. Deeks
- Public Health Ontario, Toronto, ON, Canada
- Dalla Lana School of Public Health, University of Toronto, Toronto, ON, Canada
| | - Frances Jamieson
- Public Health Ontario, Toronto, ON, Canada
- Department of Laboratory Medicine and Pathobiology, University of Toronto, Toronto, ON, Canada
| | - Steven Drews
- ProvLab Alberta, Edmonton, AB, Canada
- Department of Laboratory Medicine and Pathology, University of Alberta, Edmonton, AB, Canada
| | | | - Lawrence W. Svenson
- Alberta Health, Edmonton, AB, Canada
- Division of Preventive Medicine, University of Alberta, Edmonton, AB, Canada
- School of Public Health, University of Alberta, Edmonton, AB, Canada
- Community Health Sciences, University of Calgary, Calgary, AB, Canada
| | - Kimberley Simmonds
- Alberta Health, Edmonton, AB, Canada
- School of Public Health, University of Alberta, Edmonton, AB, Canada
- Community Health Sciences, University of Calgary, Calgary, AB, Canada
| | - Salaheddin M. Mahmud
- Vaccine and Drug Evaluation Centre, Max Rady College of Medicine, University of Manitoba, Winnipeg, MB, Canada
| | - Jeffrey C. Kwong
- Public Health Ontario, Toronto, ON, Canada
- Dalla Lana School of Public Health, University of Toronto, Toronto, ON, Canada
- Department of Family & Community Medicine, University of Toronto, Toronto, ON, Canada
- Institute for Clinical Evaluative Sciences, Toronto, ON, Canada
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Filteau J, Coo H, Dow K. Trends in incidence of neonatal abstinence syndrome in Canada and associated healthcare resource utilization. Drug Alcohol Depend 2018; 185:313-321. [PMID: 29486420 DOI: 10.1016/j.drugalcdep.2017.12.019] [Citation(s) in RCA: 29] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/14/2017] [Revised: 12/04/2017] [Accepted: 12/05/2017] [Indexed: 10/18/2022]
Abstract
BACKGROUND Neonatal abstinence syndrome (NAS) is a collection of symptoms that occurs primarily due to antenatal opioid exposure. National data on incidence, hospital resource utilization, and demographic features of NAS have not been previously described for Canada. METHODS Secondary analysis was performed with data from hospitals in all Canadian provinces and territories, excluding Quebec. Infants with NAS were identified by searching for ICD-10-CA code P96.1 in the Canadian Institute for Health Information's discharge abstract database. We examined incidence, hospital beds occupied per day, length of stay (fiscal 2003-2014), hospital costs, and demographic features (due to data availability, limited to fiscal 2010-2014). RESULTS The incidence of NAS in Canada tripled between 2003 and 2014 (1.8-5.4 per 1000 live births), with an average annual increase of 0.33 cases per 1000 live births (95% CI 0.31, 0.34). Provincial incidence in 2014 ranged from 2.7 (Alberta) to 9.7 (New Brunswick) per 1000 live births. Between 2010 and 2014 total and mean per-patient costs rose from $15.7 to $26.9 million CAD and $14,629 to $17,367 CAD, respectively, with substantial inter-provincial variation in expenditure. Mean length of stay was 14.4 days in 2003 and 14.8 days in 2014, and beds occupied per day rose from 19.7 in 2003 to 69.4 in 2014. CONCLUSIONS The incidence of NAS is increasing in Canada with associated rise in healthcare resource utilization. Inter-provincial variability in incidence and resource utilization underscores the need to further explore best practices for cost-effective prevention and management of NAS.
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Affiliation(s)
- Jacqueline Filteau
- Department of Pediatrics, Queen's University, 76 Stuart Street, Kingston, Ontario, Canada; Pediatrics Program, Kingston General Hospital, 76 Stuart Street, Kingston, Ontario, Canada.
| | - Helen Coo
- Department of Pediatrics, Queen's University, 76 Stuart Street, Kingston, Ontario, Canada; Pediatrics Program, Kingston General Hospital, 76 Stuart Street, Kingston, Ontario, Canada
| | - Kimberly Dow
- Department of Pediatrics, Queen's University, 76 Stuart Street, Kingston, Ontario, Canada; Pediatrics Program, Kingston General Hospital, 76 Stuart Street, Kingston, Ontario, Canada
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Awerbach JD, Mallory GB, Kim S, Cabrera AG. Hospital Readmissions in Children with Pulmonary Hypertension: A Multi-Institutional Analysis. J Pediatr 2018; 195:95-101.e4. [PMID: 29336798 DOI: 10.1016/j.jpeds.2017.11.027] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/30/2017] [Revised: 10/25/2017] [Accepted: 11/15/2017] [Indexed: 12/29/2022]
Abstract
OBJECTIVE To assess the rate of and risk factors for 30-day hospital readmission in children with pulmonary hypertension. STUDY DESIGN The Pediatric Health Information System database was analyzed for patients ≤18 years old with pulmonary hypertension (International Classification of Diseases, Ninth Revision, diagnosis codes of 416.0, 416.1, 416.8, or 416.9) admitted from 2005 through 2014. A generalized hierarchical regression model was used to determine significant ORs and 95% CIs associated with 30-day readmission. RESULTS A total of 13580 patients met inclusion criteria (median age 1.7 years [IQR 0.3-8.7], 45.3% with congenital heart disease). Admissions increased 4-fold throughout the study period. Associated hospital charges increased from $119 million in 2004 to $929 million in 2014. During initial admission, 57.4% of patients required admission to the intensive care unit, and 48.2% required mechanical ventilation. The 30-day readmission rate was 26.3%. Mortality during readmission was 4.2%. Factors increasing odds of readmission included a lower hospital volume of pulmonary hypertension admissions (1.41 [1.23-1.57], P < .001) and having public insurance (1.26 [1.16-1.38], P < .001). Decreased odds of readmission were associated with older age and the presence of congenital heart disease (0.86 [0.79-0.93], P < .001). CONCLUSIONS The pediatric pulmonary hypertension population carries significant morbidity, as reflected by a high use of intensive care unit resources and a high 30-day readmission rate. Younger patients and those with public insurance represent particularly at-risk groups.
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Affiliation(s)
- Jordan D Awerbach
- Department of Pediatrics, Section of Pediatric Cardiology, Baylor College of Medicine, Texas Children's Hospital, Houston, TX.
| | - George B Mallory
- Department of Pediatrics, Section of Pediatric Pulmonology, Baylor College of Medicine, Texas Children's Hospital, Houston, TX
| | - Shelly Kim
- Department of Pharmacy, Texas Children's Hospital, Houston, TX
| | - Antonio G Cabrera
- Department of Pediatrics, Section of Pediatric Cardiology, Baylor College of Medicine, Texas Children's Hospital, Houston, TX
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18
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Arim RG, Miller AR, Guèvremont A, Lach LM, Brehaut JC, Kohen DE. Children with neurodevelopmental disorders and disabilities: a population-based study of healthcare service utilization using administrative data. Dev Med Child Neurol 2017; 59:1284-1290. [PMID: 28905997 DOI: 10.1111/dmcn.13557] [Citation(s) in RCA: 47] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 07/27/2017] [Indexed: 11/28/2022]
Abstract
AIM The aim of this study was to identify children with neurodevelopmental disorders and disabilities (NDD/D) and compare their healthcare service utilization to children without NDD/D using provincial linked administrative data. METHOD The sample included children aged 6 to 10 years (n=183 041), who were registered with the British Columbia Medical Services Plan. Diagnostic information was used for the identification and classification of NDD/D in six functional domains. Healthcare service utilization included outcomes based on physician claims, prescription medication use, and hospitalization. RESULTS Overall, 8.3% of children were identified with NDD/D. Children with NDD/D had higher healthcare service utilization rates than those without NDD/D. Effect sizes were: very large for the number of days a prescription medication was dispensed; large for the number of prescriptions; medium for the number of physician visits, different specialists visited, number of different prescription medications, and ever hospitalized; and small for the number of laboratory visits, X-ray visits, and number of days hospitalized. INTERPRETATION The findings have policy implications for service and resource planning. Given the high use of psychostimulants, specialized services for both NDD/D and psychiatric conditions may be the most needed services for children with NDD/D. Future studies may examine patterns of physician behaviours and costs attributable to healthcare service utilization for children with NDD/D. WHAT THIS PAPER ADDS Children with neurodevelopmental disorders and disabilities (NDD/D) have higher healthcare service utilization than those without. Based on provincial population-based linked administrative health data, a sizeable number of children are living with NDD/D. Given the high use of psychostimulants, specialized services for children with both NDD/D and psychiatric conditions may be the most needed services for children with NDD/D.
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Affiliation(s)
- Rubab G Arim
- Health Analysis Division, Statistics Canada, Ottawa, ON, Canada
| | - Anton R Miller
- Department of Pediatrics, Faculty of Medicine, University of British Columbia, Vancouver, BC, Canada
| | - Anne Guèvremont
- Health Analysis Division, Statistics Canada, Ottawa, ON, Canada
| | - Lucyna M Lach
- School of Social Work, McGill University, Montreal, QC, Canada
| | - Jamie C Brehaut
- Clinical Epidemiology Program, Ottawa Hospital Research Institute, Ottawa, ON, Canada
| | - Dafna E Kohen
- Health Analysis Division, Statistics Canada, Ottawa, ON, Canada
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Chan KH, Moser EA, Cain M, Carroll A, Benneyworth BD, Bell T. Validation of antibiotic charges in administrative data for outpatient pediatric urologic procedures. J Pediatr Urol 2017; 13:185-186. [PMID: 28262540 DOI: 10.1016/j.jpurol.2017.01.009] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/26/2016] [Accepted: 01/06/2017] [Indexed: 11/25/2022]
Abstract
INTRODUCTION The use of administrative health data for research has prompted questions about its validity for this purpose. OBJECTIVE/STUDY DESIGN The purpose of this study was to determine the concordance of Pediatric Health Information System (PHIS) perioperative antibiotic charges with the institution's medication administration data for males <10 years old and who underwent outpatient penile/inguinal procedures from July 2013 to March 2015. RESULTS There was 93.9% positive and negative agreement between perioperative antibiotic charges versus administration. The sensitivity and specificity were 96.8% and 87.2%, respectively. The positive and negative predictive values were 94.6% and 92.2%, respectively. CONCLUSION This study indicated strong agreement between PHIS pharmacy charges and medication administration.
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Affiliation(s)
- K H Chan
- Division of Pediatric Urology, Riley Hospital for Children at Indiana University Health, Indiana University School of Medicine, Indianapolis, IN, USA; Center for Pediatric and Adolescent Effectiveness Research, Department of Pediatrics, Indiana University School of Medicine, Indianapolis, IN, USA.
| | - E A Moser
- Department of Biostatistics, Indiana University School of Medicine and Richard M. Fairbanks School of Public Health, Indianapolis, IN, USA
| | - M Cain
- Division of Pediatric Urology, Riley Hospital for Children at Indiana University Health, Indiana University School of Medicine, Indianapolis, IN, USA
| | - A Carroll
- Center for Pediatric and Adolescent Effectiveness Research, Department of Pediatrics, Indiana University School of Medicine, Indianapolis, IN, USA
| | - B D Benneyworth
- Section of Pediatric Critical Care Medicine, Department of Pediatrics, Indiana University School of Medicine, Indianapolis, IN, USA; Children's Health Services Research, Department of Pediatrics, Indiana University School of Medicine, Indianapolis, IN, USA
| | - T Bell
- Center for Outcomes Research in Surgery, Department of Surgery, Indiana University School of Medicine, Indianapolis, IN, USA
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Pisesky A, Benchimol EI, Wong CA, Hui C, Crowe M, Belair MA, Pojsupap S, Karnauchow T, O'Hearn K, Yasseen AS, McNally JD. Incidence of Hospitalization for Respiratory Syncytial Virus Infection amongst Children in Ontario, Canada: A Population-Based Study Using Validated Health Administrative Data. PLoS One 2016; 11:e0150416. [PMID: 26958849 PMCID: PMC4784925 DOI: 10.1371/journal.pone.0150416] [Citation(s) in RCA: 43] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2015] [Accepted: 02/12/2016] [Indexed: 11/18/2022] Open
Abstract
Importance RSV is a common illness among young children that causes significant morbidity and health care costs. Objective Routinely collected health administrative data can be used to track disease incidence, explore risk factors and conduct health services research. Due to potential for misclassification bias, the accuracy of data-elements should be validated prior to use. The objectives of this study were to validate an algorithm to accurately identify pediatric cases of hospitalized respiratory syncytial virus (RSV) from within Ontario’s health administrative data, estimate annual incidence of hospitalization due to RSV and report the prevalence of major risk factors within hospitalized patients. Study Design and Setting A retrospective chart review was performed to establish a reference-standard cohort of children from the Ottawa region admitted to the Children’s Hospital of Eastern Ontario (CHEO) for RSV-related disease in 2010 and 2011. Chart review data was linked to Ontario’s administrative data and used to evaluate the diagnostic accuracy of algorithms of RSV-related ICD-10 codes within provincial hospitalization and emergency department databases. Age- and sex-standardized incidence was calculated over time, with trends in incidence assessed using Poisson regression. Results From a total of 1411 admissions, chart review identified 327 children hospitalized for laboratory confirmed RSV-related disease. Following linkage to administrative data and restriction to first admissions, there were 289 RSV patients in the reference-standard cohort. The best algorithm, based on hospitalization data, resulted in sensitivity 97.9% (95%CI: 95.5–99.2%), specificity 99.6% (95%CI: 98.2–99.8%), PPV 96.9% (95%CI: 94.2–98.6%), NPV 99.4% (95%CI: 99.4–99.9%). Incidence of hospitalized RSV in Ontario from 2005–2012 was 10.2 per 1000 children under 1 year and 4.8 per 1000 children aged 1 to 3 years. During the surveillance period, there was no identifiable increasing or decreasing linear trend in the incidence of hospitalized RSV, hospital length of stay and PICU admission rates. Among the Ontario RSV cohort, 16.3% had one or more major risk factors, with a decreasing trend observed over time. Conclusion Children hospitalized for RSV-related disease can be accurately identified within population-based health administrative data. RSV is a major public health concern and incidence has not changed over time, suggesting a lack of progress in prevention.
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Affiliation(s)
- Andrea Pisesky
- Department of Pediatrics, Children’s Hospital of Eastern Ontario, University of Ottawa, Ottawa, Ontario, Canada
| | - Eric I. Benchimol
- Department of Pediatrics, Children’s Hospital of Eastern Ontario, University of Ottawa, Ottawa, Ontario, Canada
- Children’s Hospital of Eastern Ontario Research Institute, University of Ottawa, Ottawa, Ontario, Canada
- School of Epidemiology, Public Health and Preventive Medicine, University of Ottawa, Ottawa, Ontario, Canada
- Institute for Clinical Evaluative Sciences (ICES uOttawa), Ottawa, Ontario, Canada
| | - Coralie A. Wong
- Institute for Clinical Evaluative Sciences (ICES uOttawa), Ottawa, Ontario, Canada
| | - Charles Hui
- Department of Pediatrics, Children’s Hospital of Eastern Ontario, University of Ottawa, Ottawa, Ontario, Canada
| | - Megan Crowe
- School of Epidemiology, Public Health and Preventive Medicine, University of Ottawa, Ottawa, Ontario, Canada
| | - Marc-Andre Belair
- Institute for Clinical Evaluative Sciences (ICES uOttawa), Ottawa, Ontario, Canada
| | - Supichaya Pojsupap
- Department of Pediatrics, Children’s Hospital of Eastern Ontario, University of Ottawa, Ottawa, Ontario, Canada
| | - Tim Karnauchow
- Department of Pediatrics, Children’s Hospital of Eastern Ontario, University of Ottawa, Ottawa, Ontario, Canada
| | - Katie O'Hearn
- Children’s Hospital of Eastern Ontario Research Institute, University of Ottawa, Ottawa, Ontario, Canada
| | - Abdool S. Yasseen
- Children’s Hospital of Eastern Ontario Research Institute, University of Ottawa, Ottawa, Ontario, Canada
| | - James D. McNally
- Department of Pediatrics, Children’s Hospital of Eastern Ontario, University of Ottawa, Ottawa, Ontario, Canada
- Children’s Hospital of Eastern Ontario Research Institute, University of Ottawa, Ottawa, Ontario, Canada
- * E-mail:
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