Literature DB >> 19527568

Validity of autism diagnoses using administrative health data.

L Dodds1, A Spencer, S Shea, D Fell, B A Armson, A C Allen, S Bryson.   

Abstract

It is necessary to monitor autism prevalence in order to plan education support and health services for affected children. This study was conducted to assess the accuracy of administrative health databases for autism diagnoses. Three administrative health databases from the province of Nova Scotia were used to identify diagnoses of autism spectrum disorders (ASD): the Hospital Discharge Abstract Database, the Medical Services Insurance Physician Billings Database and the Mental Health Outpatient Information System database. Seven algorithms were derived from combinations of requirements for single or multiple ASD claims from one or more of the three administrative databases. Diagnoses made by the Autism Team of the IWK Health Centre, using state-of-the-art autism diagnostic schedules, were compared with each algorithm, and the sensitivity, specificity and C-statistic (i.e. a measure of the discrimination ability of the model) were calculated. The algorithm with the best test characteristics was based on one ASD code in any of the three databases (sensitivity=69.3%). Sensitivity based on an ASD code in either the hospital or the physician billing databases was 62.5%. Administrative health databases are potentially a cost efficient source for conducting autism surveillance, especially when compared to methods involving the collection of new data. However, additional data sources are needed to improve the sensitivity and accuracy of identifying autism in Canada.

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Year:  2009        PMID: 19527568      PMCID: PMC3212104     

Source DB:  PubMed          Journal:  Chronic Dis Can        ISSN: 0228-8699


  18 in total

Review 1.  The screening and diagnosis of autistic spectrum disorders.

Authors:  P A Filipek; P J Accardo; G T Baranek; E H Cook; G Dawson; B Gordon; J S Gravel; C P Johnson; R J Kallen; S E Levy; N J Minshew; S Ozonoff; B M Prizant; I Rapin; S J Rogers; W L Stone; S Teplin; R F Tuchman; F R Volkmar
Journal:  J Autism Dev Disord       Date:  1999-12

2.  National autism prevalence trends from United States special education data.

Authors:  Craig J Newschaffer; Matthew D Falb; James G Gurney
Journal:  Pediatrics       Date:  2005-03       Impact factor: 7.124

3.  Identification of patients with diabetic macular edema from claims data: a validation study.

Authors:  Srilaxmi Bearelly; Prithvi Mruthyunjaya; Janice P Tzeng; Ivan J Suñer; Alisa M Shea; Jeffrey T Lee; Jonathan W Kowalski; Lesley H Curtis; Kevin A Schulman; Paul P Lee
Journal:  Arch Ophthalmol       Date:  2008-07

4.  Using multiple data features improved the validity of osteoporosis case ascertainment from administrative databases.

Authors:  Lisa M Lix; Marina S Yogendran; William D Leslie; Souradet Y Shaw; Richard Baumgartner; Christopher Bowman; Colleen Metge; Abba Gumel; Janet Hux; Robert C James
Journal:  J Clin Epidemiol       Date:  2008-07-10       Impact factor: 6.437

5.  Assessing validity of ICD-9-CM and ICD-10 administrative data in recording clinical conditions in a unique dually coded database.

Authors:  Hude Quan; Bing Li; L Duncan Saunders; Gerry A Parsons; Carolyn I Nilsson; Arif Alibhai; William A Ghali
Journal:  Health Serv Res       Date:  2008-08       Impact factor: 3.402

6.  Pervasive developmental disorders in Montreal, Quebec, Canada: prevalence and links with immunizations.

Authors:  Eric Fombonne; Rita Zakarian; Andrew Bennett; Linyan Meng; Diane McLean-Heywood
Journal:  Pediatrics       Date:  2006-07       Impact factor: 7.124

7.  Practice parameter: screening and diagnosis of autism: report of the Quality Standards Subcommittee of the American Academy of Neurology and the Child Neurology Society.

Authors:  P A Filipek; P J Accardo; S Ashwal; G T Baranek; E H Cook; G Dawson; B Gordon; J S Gravel; C P Johnson; R J Kallen; S E Levy; N J Minshew; S Ozonoff; B M Prizant; I Rapin; S J Rogers; W L Stone; S W Teplin; R F Tuchman; F R Volkmar
Journal:  Neurology       Date:  2000-08-22       Impact factor: 9.910

8.  A public health collaboration for the surveillance of autism spectrum disorders.

Authors:  Catherine E Rice; Jon Baio; Kim Van Naarden Braun; Nancy Doernberg; F John Meaney; Russell S Kirby
Journal:  Paediatr Perinat Epidemiol       Date:  2007-03       Impact factor: 3.980

9.  Prevalence of autism spectrum disorders--autism and developmental disabilities monitoring network, 14 sites, United States, 2002.

Authors: 
Journal:  MMWR Surveill Summ       Date:  2007-02-09

Review 10.  Systematic review of prevalence studies of autism spectrum disorders.

Authors:  J G Williams; J P T Higgins; C E G Brayne
Journal:  Arch Dis Child       Date:  2005-04-29       Impact factor: 3.791

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  31 in total

1.  The role of prenatal, obstetric and neonatal factors in the development of autism.

Authors:  Linda Dodds; Deshayne B Fell; Sarah Shea; B Anthony Armson; Alexander C Allen; Susan Bryson
Journal:  J Autism Dev Disord       Date:  2011-07

2.  Health care expenditures for children with autism spectrum disorders in Medicaid.

Authors:  Li Wang; Douglas L Leslie
Journal:  J Am Acad Child Adolesc Psychiatry       Date:  2010-11       Impact factor: 8.829

3.  Brief Report: Service Use and Associated Expenditures Among Adolescents with Autism Spectrum Disorder Transitioning to Adulthood.

Authors:  Lindsay L Shea; Ming Xie; Paul Turcotte; Steven Marcus; Robert Field; Craig Newschaffer; David Mandell
Journal:  J Autism Dev Disord       Date:  2018-09

4.  Annual trends in prevalence and incidence of autism spectrum disorders in Manitoba preschoolers and toddlers: 2004-2015.

Authors:  Amani F Hamad; Silvia Alessi-Severini; Salaheddin M Mahmud; Marni Brownell; I Fan Kuo
Journal:  Can J Public Health       Date:  2019-02-11

5.  Individual, programmatic and systemic indicators of the quality of mental health care using a large health administrative database: an avenue for preventing suicide mortality.

Authors:  Lise Thibodeau; Elham Rahme; James Lachaud; Éric Pelletier; Louis Rochette; Ann John; Anne Reneflot; Keith Lloyd; Alain Lesage
Journal:  Health Promot Chronic Dis Prev Can       Date:  2018 Jul/Aug       Impact factor: 3.240

6.  The interplay of outpatient services and psychiatric hospitalization among Medicaid-enrolled children with autism spectrum disorders.

Authors:  David S Mandell; Ming Xie; Knashawn H Morales; Lindsay Lawer; Megan McCarthy; Steven C Marcus
Journal:  Arch Pediatr Adolesc Med       Date:  2012-01

7.  Objective Estimates of Direct-Medical Costs Among Persons Aged 3 to 38 Years With and Without Research-Defined Autism Spectrum Disorder Ascertained During Childhood: A Population-Based Birth-Cohort Study.

Authors:  Cynthia Leibson; Amy Weaver; Scott Myers; Kirsten Long; Jeanine Ransom; Robert Voigt; Slavica Katusic
Journal:  Value Health       Date:  2020-02-27       Impact factor: 5.725

8.  Service Needs Across the Lifespan for Individuals with Autism.

Authors:  Paul Turcotte; Mary Mathew; Lindsay L Shea; Eugene Brusilovskiy; Stacy L Nonnemacher
Journal:  J Autism Dev Disord       Date:  2016-07

9.  Prevalence and Correlates of Autism Spectrum Disorders in Quebec: Prévalence et corrélats des troubles du spectre de l'autisme au Québec.

Authors:  Fatoumata Binta Diallo; Éric Fombonne; Steve Kisely; Louis Rochette; Helen-Maria Vasiliadis; Alain Vanasse; Manon Noiseux; Éric Pelletier; Johanne Renaud; Danielle St-Laurent; Alain Lesage
Journal:  Can J Psychiatry       Date:  2017-10-23       Impact factor: 4.356

10.  Incidence and cohort prevalence for autism spectrum disorders in the Avalon Peninsula, Newfoundland and Labrador.

Authors:  Lorine Pelly; Cathy Vardy; Bridget Fernandez; Leigh Anne Newhook; Roger Chafe
Journal:  CMAJ Open       Date:  2015-07-17
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