Evidence map›Paper›PMID 42834291›Full record

ArticleJournal of general internal medicine2026

Evidence-Based Behavioral Health in Value-Based Primary Care: Aligning Incentives to Accelerate Adoption of Collaborative Care.

Jack J Huang, Ish Bhalla, Andrew D Carlo

Abstract readEditorial
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In one paragraph

Article in Journal of general internal medicine, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing 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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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.

Jack J HuangDepartment of Psychiatry, Mass General Brigham, Boston, MA, USA. jhuang10@mgb.org.ORCID http://orcid.org/0000-0002-8817-7905
Ish BhallaWelbe Health, Menlo Park, CA, USA.
Andrew D CarloDepartment of Psychiatry, Yale School of Medicine, New Haven, CT, USA.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Behavioral health (BH) is a critical component of value-based primary care. However, access to BH services is a challenge, with a limited, geographically concentrated supply of providers. The Collaborative Care Model (CoCM) is an evidence-based, cost-effective way for value-based primary care leaders to deliver high-quality BH services. Despite a robust clinical and implementation science evidence base, real-world adoption of CoCM remains limited. A key barrier to CoCM adoption is a one-size-fits-all fee-for-service reimbursement methodology, which fails to adequately capture the value of CoCM. Studies show CoCM can deliver a 6:1 return on investment and multiply the impact of psychiatry effort by 7×. The movement of primary care toward value-based payment presents an opportunity to align incentives to increase CoCM adoption and improve access to evidence-based behavioral health. Using the Health Care Payment Learning & Action Network's framework of alternative payment models, we propose policies to facilitate the implementation of CoCM for primary care organizations at different stages of value-based payment-from fee-for-service, to pay-for-performance, to shared savings, to population-based payment. By taking this segmented approach, policymakers can align incentives to accelerate adoption of CoCM and increase access to evidence-based behavioral health at scale.

Identifiers

What OpenQuestion holds

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Registered trials

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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.