TY - JOUR
AU - Y. Bao
AU - T. G. McGuire
AU - Y. F. Chan
AU - A. A. Eggman
AU - A. M. Ryan
AU - M. L. Bruce
AU - H. A. Pincus
AU - E. Hafer
AU - J. Unutzer
A1 - 
AB - OBJECTIVES: To assess the role of value-based payment (VBP) in improving fidelity and patient outcomes in community implementation of an evidence-based mental health intervention, the Collaborative Care Model (CCM). STUDY DESIGN: Retrospective study based on a natural experiment. METHODS: We used the clinical tracking data of 1806 adult patients enrolled in a large implementation of the CCM in community health clinics in Washington state. VBP was initiated in year 2 of the program, creating a natural experiment. We compared implementation fidelity (measured by 3 process-of-care elements of the CCM) between patient-months exposed to VBP and patient-months not exposed to VBP. A series of regressions were estimated to check robustness of findings. We estimated a Cox proportional hazard model to assess the effect of VBP on time to achieving clinically significant improvement in depression (measured based on changes in depression symptom scores over time). RESULTS: Estimated marginal effects of VBP on fidelity ranged from 9% to 30% of the level of fidelity had there been no exposure to VBP (P <.05 for every fidelity measure). Improvement in fidelity in response to VBP was greater among providers with a larger patient panel and among providers with a lower level of fidelity at baseline. Exposure to VBP was associated with an adjusted hazard ratio of 1.45 (95% confidence interval, 1.04-2.03) for achieving clinically significant improvement in depression. CONCLUSIONS: VBP improved fidelity to key elements of the CCM, both directly incentivized and not explicitly incentivized by the VBP, and improved patient depression outcomes.
BT - The American Journal of Managed Care
C5 - Financing & Sustainability
CP - 1
CY - United States
IS - 1
JF - The American Journal of Managed Care
N2 - OBJECTIVES: To assess the role of value-based payment (VBP) in improving fidelity and patient outcomes in community implementation of an evidence-based mental health intervention, the Collaborative Care Model (CCM). STUDY DESIGN: Retrospective study based on a natural experiment. METHODS: We used the clinical tracking data of 1806 adult patients enrolled in a large implementation of the CCM in community health clinics in Washington state. VBP was initiated in year 2 of the program, creating a natural experiment. We compared implementation fidelity (measured by 3 process-of-care elements of the CCM) between patient-months exposed to VBP and patient-months not exposed to VBP. A series of regressions were estimated to check robustness of findings. We estimated a Cox proportional hazard model to assess the effect of VBP on time to achieving clinically significant improvement in depression (measured based on changes in depression symptom scores over time). RESULTS: Estimated marginal effects of VBP on fidelity ranged from 9% to 30% of the level of fidelity had there been no exposure to VBP (P <.05 for every fidelity measure). Improvement in fidelity in response to VBP was greater among providers with a larger patient panel and among providers with a lower level of fidelity at baseline. Exposure to VBP was associated with an adjusted hazard ratio of 1.45 (95% confidence interval, 1.04-2.03) for achieving clinically significant improvement in depression. CONCLUSIONS: VBP improved fidelity to key elements of the CCM, both directly incentivized and not explicitly incentivized by the VBP, and improved patient depression outcomes.
PP - United States
PY - 2017
SN - 1936-2692; 1088-0224
SP - 48
EP - 53
EP - 
T1 - Value-based payment in implementing evidence-based care: the Mental Health Integration Program in Washington state
T2 - The American Journal of Managed Care
TI - Value-based payment in implementing evidence-based care: the Mental Health Integration Program in Washington state
U1 - Financing & Sustainability
U2 - 28141930
VL - 23
VO - 1936-2692; 1088-0224
Y1 - 2017
ER -