Evidence map›Paper›PMID 33936398›Full record

ArticleAMIA ... Annual Symposium proceedings. AMIA Symposium2020

Mental Health Comorbidity Analysis in Pediatric Patients with Autism Spectrum Disorder Using Rhode Island Medical Claims Data.

Katherine A Brown, Indra Neil Sarkar, Elizabeth S Chen

Open access · greenAbstract read
In one paragraph

Article in AMIA ... Annual Symposium proceedings. AMIA Symposium, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
0.2field-weighted citation impact, top 47% 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

1 citing paper in PubMed, 2 citations in OpenAlex.

  1. Article
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

3 authors at 2 institutions in 1 country.

Katherine A BrownBrown Center for Biomedical Informatics, Brown University, Providence RI.
Indra Neil SarkarBrown Center for Biomedical Informatics, Brown University, Providence RI.
Elizabeth S ChenBrown Center for Biomedical Informatics, Brown University, Providence RI.
Brown University · USRhode Island Department of Health · US

Funding

Tracking and Evaluation CoreU54GM115677 · NIGMS · BROWN UNIVERSITY · PI TOVAR, ALISON · 2016 to 2025
$45.0M
Predoctoral Training Program in Biological Data Science at Brown UniversityT32GM128596 · NIGMS · BROWN UNIVERSITY · PI RAMACHANDRAN, SOHINI, SANDSTEDE, BJORN · 2018 to 2022
$1.5M
Training and Teaching for Transforming Big Data to KnowledgeR25MH116440 · NIMH · BROWN UNIVERSITY · PI HOGAN, JOSEPH W, ISTRAIL, SORIN C. · 2017 to 2019
$320k
NIGMS NIH HHS T32 GM128596NIGMS NIH HHS U54 GM115677NIMH NIH HHS R25 MH116440
6 · The paper itself

Abstract

Identification of comorbidity subgroups linked with Autism Spectrum Disorder (ASD) could provide promising insight into learning more about this disorder. This study sought to use the Rhode Island All-Payer Claims Database to examine mental health conditions linked to ASD. Medical claims data for ASD patients and one or more mental health conditions were analyzed using descriptive statistics, association rule mining (ARM), and sequential pattern mining (SPM). The results indicated that patients with ASD have a higher proportion of mental health diagnoses than the general pediatric population. ARM and SPM methods identified patterns of comorbidities commonly seen among ASD patients. Based on the observed patterns and temporal sequences, suicidal ideation, mood disorders, anxiety, and conduct disorders may need focused attention prospectively. Understanding more about groupings of ASD patients and their comorbidity burden can help bridge gaps in knowledge and make strides toward improved outcomes for patients with ASD.

Indexed as

AdolescentAnxietyAutism Spectrum DisorderChildChild, PreschoolComorbidityDepressionFemaleHumansInsurance Claim ReviewMaleMental DisordersMental HealthRhode IslandSuicidal Ideation

Identifiers

PMID33936398
PMCPMC8075466
OpenAlexW3159380571

What OpenQuestion holds

Textmetadata
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.