Evidence map›Paper›PMID 31215353›Full record

ArticlePsychiatric services (Washington, D.C.)2019

Effect of Outpatient Service Utilization on Hospitalizations and Emergency Visits Among Youths With Autism Spectrum Disorder.

David S Mandell, Molly K Candon, Ming Xie, Steven C Marcus, Alene Kennedy-Hendricks, Andrew J Epstein, Colleen L Barry

Open access · bronzeAbstract read
In one paragraph

Article in Psychiatric services (Washington, D.C.), 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing papers in PubMed
1.4field-weighted citation impact, top 20% 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

4 citing papers in PubMed, 19 citations in OpenAlex.

  1. Article
  2. A Mixed Methods Exploration of Emergency Service Use Among Autistic Youth.Journal of autism and developmental disorders · 2026
    Article
  3. Article
  4. Review
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

7 authors at 1 institution in 1 country.

David S MandellPenn Center for Mental Health, Department of Psychiatry, Perelman School of Medicine (Mandell, Candon, Xie, Marcus), Leonard Davis Institute of Health Economics (Mandell, Candon, Epstein, Barry), and School of Social Policy and Practice, University of Pennsylvania, Philadelphia (Marcus); Department of Health Policy and Management, Johns Hopkins Bloomberg School of Public Health, Baltimore (Kennedy-Hendricks, Barry).
Molly K CandonPenn Center for Mental Health, Department of Psychiatry, Perelman School of Medicine (Mandell, Candon, Xie, Marcus), Leonard Davis Institute of Health Economics (Mandell, Candon, Epstein, Barry), and School of Social Policy and Practice, University of Pennsylvania, Philadelphia (Marcus); Department of Health Policy and Management, Johns Hopkins Bloomberg School of Public Health, Baltimore (Kennedy-Hendricks, Barry).
Ming XiePenn Center for Mental Health, Department of Psychiatry, Perelman School of Medicine (Mandell, Candon, Xie, Marcus), Leonard Davis Institute of Health Economics (Mandell, Candon, Epstein, Barry), and School of Social Policy and Practice, University of Pennsylvania, Philadelphia (Marcus); Department of Health Policy and Management, Johns Hopkins Bloomberg School of Public Health, Baltimore (Kennedy-Hendricks, Barry).
Steven C MarcusPenn Center for Mental Health, Department of Psychiatry, Perelman School of Medicine (Mandell, Candon, Xie, Marcus), Leonard Davis Institute of Health Economics (Mandell, Candon, Epstein, Barry), and School of Social Policy and Practice, University of Pennsylvania, Philadelphia (Marcus); Department of Health Policy and Management, Johns Hopkins Bloomberg School of Public Health, Baltimore (Kennedy-Hendricks, Barry).
Alene Kennedy-HendricksPenn Center for Mental Health, Department of Psychiatry, Perelman School of Medicine (Mandell, Candon, Xie, Marcus), Leonard Davis Institute of Health Economics (Mandell, Candon, Epstein, Barry), and School of Social Policy and Practice, University of Pennsylvania, Philadelphia (Marcus); Department of Health Policy and Management, Johns Hopkins Bloomberg School of Public Health, Baltimore (Kennedy-Hendricks, Barry).
Andrew J EpsteinPenn Center for Mental Health, Department of Psychiatry, Perelman School of Medicine (Mandell, Candon, Xie, Marcus), Leonard Davis Institute of Health Economics (Mandell, Candon, Epstein, Barry), and School of Social Policy and Practice, University of Pennsylvania, Philadelphia (Marcus); Department of Health Policy and Management, Johns Hopkins Bloomberg School of Public Health, Baltimore (Kennedy-Hendricks, Barry).
Colleen L BarryPenn Center for Mental Health, Department of Psychiatry, Perelman School of Medicine (Mandell, Candon, Xie, Marcus), Leonard Davis Institute of Health Economics (Mandell, Candon, Epstein, Barry), and School of Social Policy and Practice, University of Pennsylvania, Philadelphia (Marcus); Department of Health Policy and Management, Johns Hopkins Bloomberg School of Public Health, Baltimore (Kennedy-Hendricks, Barry).
Johns Hopkins University · US

Funding

Evaluating the Effects of Autism Insurance MandatesR01MH096848 · NIMH · UNIVERSITY OF PENNSYLVANIA · PI BARRY, COLLEEN L, MANDELL, DAVID S · 2013 to 2016
$2.6M
NIMH NIH HHS R01 MH096848
6 · The paper itself

Abstract

objectivePsychiatric hospitalizations and emergency department (ED) visits occur more frequently for youths with autism spectrum disorder (ASD). One mechanism that may reduce the likelihood of these events is utilization of home and community-based care. Using commercial claims data and a rigorous analytical framework, this retrospective study examined whether spending on outpatient services for ASD, including occupational, physical, and speech therapies and other behavioral interventions, reduced the likelihood of psychiatric hospitalizations and ED visits.

methodsThe study sample was composed of >100,000 children and young adults with ASD and commercial insurance from every state between 2008 and 2012. The authors estimated maximum-likelihood complementary log-log link survival models with robust standard errors. The outcomes of interest were a hospitalization or an ED visit with an associated psychiatric diagnosis code (

resultsAn increase of $125 in weekly spending on ASD-specific outpatient services in the 7 to 14 weeks prior to a given week reduced the likelihood of a psychiatric hospitalization in that week by 2%. ASD-specific outpatient spending during the 6 weeks prior to a psychiatric hospitalization did not decrease risk of hospitalization. Spending on ASD-specific outpatient services did not reduce the likelihood of a psychiatric ED visit.

conclusionsThe financial burden associated with ASD is extensive, and psychiatric hospitalizations remain the most expensive type of care, costing more than $4,000 per week on average. Identifying the mechanisms by which psychiatric hospitalizations occur may reduce the likelihood of these events.

Indexed as

AdolescentAmbulatory CareAutism Spectrum DisorderChildChild, PreschoolEmergency Service, HospitalEmergency Services, PsychiatricFemaleHospitalizationHumansInsurance CarriersInsurance CoverageInternational Classification of DiseasesProportional Hazards ModelsRetrospective StudiesUnited StatesAutismHome and Community-Based CareHospitalization

Identifiers

PMID31215353
PMCPMC6773491
OpenAlexW2953227125

What OpenQuestion holds

Textmetadata
LicenceTDM
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.