Evidence map›Paper›PMID 27015098›Full record

ArticlePloS one2016

Spending by California's Department of Developmental Services for Persons with Autism across Demographic and Expenditure Categories.

J Paul Leigh, Scott D Grosse, Diana Cassady, Joy Melnikow, Irva Hertz-Picciotto

Open access · goldAbstract read
In one paragraph

Article in PloS one, 2016. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 20 papers.

0numbers the graph read from it
0cells of the map it votes in
20citing papers in PubMed
3.7field-weighted citation impact, top 7% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

20 citing papers in PubMed, 39 citations in OpenAlex.

  1. Trial
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  4. Toward Equity in Research on Intellectual and Developmental Disabilities.American journal on intellectual and developmental disabilities · 2023
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  7. Clinical Profiles of Black and White Children Referred for Autism Diagnosis.Journal of autism and developmental disorders · 2022
    Article
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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

5 authors at 3 institutions in 1 country.

J Paul LeighCenter for Healthcare Policy and Research, University of California Davis School of Medicine, Sacramento, California, United States of America.
Scott D GrosseNational Center on Birth Defects and Developmental Disabilities, Centers for Disease Control and Prevention, Atlanta, GA, United States of America.
Diana CassadyDepartment of Public Health Sciences, University of California Davis School of Medicine, Davis, California, United States of America.
Joy MelnikowCenter for Healthcare Policy and Research, University of California Davis School of Medicine, Sacramento, California, United States of America.
Irva Hertz-PicciottoDepartment of Public Health Sciences, University of California Davis School of Medicine, Davis, California, United States of America.
Center For Policy Research · USUniversity of California, Davis · USNational Center on Birth Defects and Developmental Disabilities · US

Funding

Western Center for Agricultural Health and SafetyU54OH007550 · OH · UNIVERSITY OF CALIFORNIA AT DAVIS · PI FATHALLAH, FADI A · 2011 to 2025
$27.5M
THE CHARGE STUDY: CHILDHOOD AUTISM RISKS FROM GENETICS AND THE ENVIRONMENT - ADMINISTRATIVE SUPPLEMENTR01ES015359 · NIEHS · UNIVERSITY OF CALIFORNIA AT DAVIS · PI HERTZ-PICCIOTTO, IRVA · 2007 to 2019
$13.8M
ACL HHS U54OH007550NIEHS NIH HHS R01 ES015359NIOSH CDC HHS U54 OH007550NIOSH CDC HHS U54OH007550
6 · The paper itself

Abstract

backgroundFew autism spectrum disorder (ASD) studies have estimated non-medical costs for treatment or addressed possible differences in provision of services across gender, race-ethnic, age or demographic or expenditure categories, especially among adults.

methodsThe California Department of Developmental Services (CDDS) provides services to residents with developmental disabilities. CDDS provided aggregate data on primarily non-medical spending for fiscal year 2012-2013 for persons with ASD with or without intellectual disability (ID) (main sample, n = 42,274), and two sub-samples: ASD only (n = 30,164), and ASD+ID (n = 12,110). Demographic variables included sex, age and race-ethnicity. Spending categories included Employment Support, Community Care Facilities, Day Care, Transportation, and in-home and out-of-home Respite.

resultsPer-person spending for males and females were approximately the same: $10,488 and $10,791 for males and females for ages 3-17 and $26,491 and $26,627 for ages 18+. Among race/ethnicity categories, the ranking from highest to lowest among ages 3-17 was white non-Hispanics ($11,480), Asian non-Hispanics ($11,036), "Others" ($11,031), Hispanics ($9,571), and African-American non-Hispanics ($9,482). For ages 18+, the ranking was whites ($31,008), African-Americans ($26,831), "Others" ($25,395), Asians ($22,993), and Hispanics ($18,083). The ASD+ID sub-sample exerted disproportionate influence on findings from the main sample for persons 18+. Combining all ages, the top two expenditure categories for per-person spending were Community Care Facilities ($43,867) and Day Care ($11,244). For most adult age groups, the percentage of recipients participating were highest for Day Care (44.9% - 62.4%) and Transportation (38.6% - 50.9%). Per-person spending for Day Care, Transportation, and Employment Support was relatively low for children but relatively high for adults.

conclusionWhite non-Hispanics received the highest per-person spending and Hispanics among the least. Amounts within spending categories varied considerably across age groups. Our estimates may be useful as baseline measures for stakeholders preparing for increasing ASD prevalence, especially among adults.

Indexed as

Health ExpendituresPopulation SurveillanceAdolescentAdultAutistic DisorderBlack or African AmericanCaliforniaChildChild, PreschoolFemaleHispanic or LatinoHumansMaleWhite People

Identifiers

PMID27015098
PMCPMC4807877
OpenAlexW2303592339

What OpenQuestion holds

Textmetadata
LicenceCC0
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.