Evidence map›Paper›PMID 41153144›Full record

ArticleBehavioral sciences (Basel, Switzerland)2025

Value-Based Care and Accountable Care Organizations: Implications for Early Autism Diagnosis and Access to Quality Care.

Kyle M Frost, Heather E Hsu, Marisa Petruccelli, Rebecca McNally Keehn, Hanna Rue, Angela Beeler, Sarabeth Broder-Fingert

Abstract readComment
In one paragraph

Article in Behavioral sciences (Basel, Switzerland), 2025. 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
–field-weighted citation impact
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.

  1. 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.

Kyle M FrostDepartment of Pediatrics, University of Massachusetts Chan Medical School, Worcester, MA 01655, USA.ORCID 0000-0001-7941-9485
Heather E HsuDivision of Pediatric Health Services Research, Department of Pediatrics, Boston Medical Center, Boston, MA 02118, USA.
Marisa PetruccelliDepartment of Pediatrics, University of Massachusetts Chan Medical School, Worcester, MA 01655, USA.ORCID 0000-0002-0387-9132
Rebecca McNally KeehnDepartment of Pediatrics, Indiana University School of Medicine, Indianapolis, IN 46202, USA.
Hanna RueLEARN Behavioral, Baltimore, MD 21209, USA.
Angela BeelerDepartment of Pediatrics, University of Massachusetts Chan Medical School, Worcester, MA 01655, USA.
Sarabeth Broder-FingertDepartment of Pediatrics, University of Massachusetts Chan Medical School, Worcester, MA 01655, USA.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The incentives in fee-for-service healthcare payment systems to increase clinical volume often work in opposition to efforts to coordinate care or improve care delivery in partnership with community-based services. There has been increasing interest in and adoption of value-based care as an alternative healthcare delivery model in which clinician reimbursement is based on measures of healthcare quality and patient outcomes, meant to shift the focus from generating volume toward providing more efficient, coordinated care. In this commentary, we discuss potential benefits, challenges, and unintended consequences of this fundamental shift in payment systems and the specific implications for autism services, highlighting critical areas of focus for future research and policy development.

Indexed as

accountable care organizationsautismhealth servicespayment reformvalue-based care

Identifiers

PMID41153144
PMCPMC12561089

What OpenQuestion holds

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LicenceCC BY
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.