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ORIGINAL RESEARCH article

Front. Health Serv.

Sec. Implementation Science

The Impact of Measurement Based Care at Scale: Examining the effects of implementation on patient outcomes and provider behaviors

Provisionally accepted
Nicholas  R ForandNicholas R Forand1Jasmine  NettiksimmonsJasmine Nettiksimmons1Amanda  BrownellAmanda Brownell1Margaret  AntonMargaret Anton1RAVEN  TRUXSONRAVEN TRUXSON2*Brandn  GreenBrandn Green2Colleen  MarshallColleen Marshall1
  • 1Two Chairs, San Francisco, United States
  • 2JG Research and Evaluation, Bozeman, United States

The final, formatted version of the article will be published soon.

Introduction: Measurement-based care (MBC) is an evidence-based practice; however there are challenges associated with implementing and sustaining this practice in care. Objective: This study examined the outcomes of an organization-wide implementation of MBC in a technology-supported psychotherapy practice. Outcomes were patient symptom change, clinician behaviors, and clinician performance. Methods: A total of n = 18,721 patients and 755 clinicians were included in the 6-month implementation. Change efforts targeted organizational alignment, technology integration, education and support, and cultural and operational change. Outcomes were assessed across three phases: pre-implementation, implementation, and post-implementation. Primary outcome measures for patients were percent change on the PHQ-9 and GAD-7. Estimates of differences between phases of implementation were computed using linear mixed effects models, adjusted for patient characteristics. Clinician behaviors associated with MBC were extracted from progress notes. Changes in individual clinician performance were assessed for clinicians with sufficient data across the implementation phases. Results: Patient outcomes improved significantly from pre-to post-implementation by approximately 5 percentage points for all outcomes. This represents a relative improvement of 23.5% on a combined PHQ-9 and GAD-7 measure. Clinicians demonstrated significant increases in MBC-related documentation behaviors. Among clinicians with sufficient data, 95% showed evidence of improved performance. Notably, clinicians whose baseline performance was superior showed greater improvements in performance. 2 Discussion: Overall, this study suggests that structured MBC implementation was associated with improved patient outcomes, clinician behavior change, and clinician performance, although causal attributions are not possible given the retrospective non-randomized design. These results have implications for scalable implementation approaches in regular practice settings.

Keywords: Measurement-based care, implementation, training, Quality Improvement, Sustainment

Received: 25 Aug 2025; Accepted: 04 Nov 2025.

Copyright: © 2025 Forand, Nettiksimmons, Brownell, Anton, TRUXSON, Green and Marshall. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.

* Correspondence: RAVEN TRUXSON, raven@jgresearch.org

Disclaimer: All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article or claim that may be made by its manufacturer is not guaranteed or endorsed by the publisher.