Evidence map›Paper›PMID 29021109›Full record

ArticleJournal of substance abuse treatment2017

Design and impact of bundled payment for detox and follow-up care.

Amity E Quinn, Dominic Hodgkin, Jennifer N Perloff, Maureen T Stewart, Mary Brolin, Nancy Lane, Constance M Horgan

Abstract read
In one paragraph

Article in Journal of substance abuse treatment, 2017. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 11 papers.

0numbers the graph read from it
0cells of the map it votes in
11citing 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

11 citing papers in PubMed.

  1. Review
  2. Review
  3. Correlates of residential detoxification completers and non-completers in Alberta.Substance abuse treatment, prevention, and policy · 2025
    Article
  4. Payment and Financing for Substance Use Screening and Brief Intervention for Adolescents and Adults in Health, School, and Community Settings.The Journal of adolescent health : official publication of the Society for Adolescent Medicine · 2022
    Review
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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

7 authors.

Amity E QuinnThe Heller School for Social Policy and Management, Brandeis University, MS035, 415 South Street, Waltham, MA 02453, USA. Electronic address: amity@brandeis.edu.
Dominic HodgkinThe Heller School for Social Policy and Management, Brandeis University, MS035, 415 South Street, Waltham, MA 02453, USA.
Jennifer N PerloffThe Heller School for Social Policy and Management, Brandeis University, MS035, 415 South Street, Waltham, MA 02453, USA.
Maureen T StewartThe Heller School for Social Policy and Management, Brandeis University, MS035, 415 South Street, Waltham, MA 02453, USA.
Mary BrolinThe Heller School for Social Policy and Management, Brandeis University, MS035, 415 South Street, Waltham, MA 02453, USA.
Nancy LaneVanderbilt University Medical Center 1211 Medical Center Dr, Nashville, TN 37232, USA; Vanderbilt University School of Medicine, 1161 21st Ave S # D3300, Nashville, TN 37232, USA.
Constance M HorganThe Heller School for Social Policy and Management, Brandeis University, MS035, 415 South Street, Waltham, MA 02453, USA.

Funding

Research Support CoreP30DA035772 · NIDA · BRANDEIS UNIVERSITY · PI Haiden A Huskamp, SHARON REIF · 2015 to 2026
$11.3M
Design and impact of bundled payment for alcohol treatmentF31AA023711 · NIAAA · BRANDEIS UNIVERSITY · PI QUINN, AMITY ELIZABETH · 2014 to 2015
$56k
NIAAA NIH HHS F31 AA023711NIDA NIH HHS P30 DA035772
6 · The paper itself

Abstract

introductionRecent payment reforms promote movement from fee-for-service to alternative payment models that shift financial risk from payers to providers, incentivizing providers to manage patients' utilization. Bundled payment, an episode-based fixed payment that includes the prices of a group of services that would typically treat an episode of care, is expanding in the United States. Bundled payment has been recommended as a way to pay for comprehensive SUD treatment and has the potential to improve treatment engagement after detox, which could reduce detox readmissions, improve health outcomes, and reduce medical care costs. However, if moving to bundled payment creates large losses for some providers, it may not be sustainable. The objective of this study was to design the first bundled payment for detox and follow-up care and to estimate its impact on provider revenues.

methodsMassachusetts Medicaid beneficiaries' behavioral health, medical, and pharmacy claims from July 2010-April 2013 were used to build and test a detox bundled payment for continuously enrolled adults (N=5521). A risk adjustment model was developed using general linear modeling to predict beneficiaries' episode costs. The projected payments to each provider from the risk adjustment analysis were compared to the observed baseline costs to determine the potential impact of a detox bundled payment reform on organizational revenues. This was modeled in two ways: first assuming no change in behavior and then assuming a supply-side cost sharing behavioral response of a 10% reduction in detox readmissions and an increase of one individual counseling and one group counseling session.

resultsThe mean total 90-day detox episode cost was $3743. Nearly 70% of the total mean cost consists of the index detox, psychiatric inpatient care, and short-term residential care. Risk mitigation, including risk adjustment, substantially reduced the variation of the mean episode cost. There are opportunities for organizations to gain revenue under this bundled payment design, but many providers will lose money under a bundled payment designed using historic payment and costs.

conclusionsDesigning a bundled payment for detox and follow-up care is feasible, but low case volume and the adequacy of the payment are concerns. Thus, a detox episode-based payment will likely be more challenging for smaller, independent SUD treatment providers. These providers are experiencing many changes as financing shifts away from block grant funding toward Medicaid funding. A detox bundled payment in practice would need to consider different risk mitigation strategies, provider pooling, and costs based on episodes of care meeting quality standards, but could incentivize care coordination, which is important to reducing detox readmissions and engaging patients in care.

Indexed as

Continuity of Patient CareAdolescentAdultDelivery of Health CareFemaleHumansMaleMassachusettsMedicaidMiddle AgedPatient Care BundlesReimbursement MechanismsSubstance-Related DisordersUnited StatesAlternative payment modelBundled paymentCare coordinationDetoxHealth care reformSubstance use disorders

Identifiers

PMID29021109
PMCPMC5873976

What OpenQuestion holds

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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.