Objective

To examine the impact of a scaled implementation of workforce training intervention on value-based payment measures in a large home-based Medicaid managed long-term care plan population in New York.

Data Sources

Managed long-term care clients' health assessments from the Uniform Assessment System of New York merged with paid claims, home health aide operational visit data, and workforce training rosters between 2018 and early-2020.

Study Design

A quasi-experimental design was used. Exposure and control groups were constructed using the proportion of service hours delivered by trained aides between clients' baseline and follow-up/outcome assessments. Multivariate logistic generalized linear and additive models were estimated to examine associations between exposure to trained aides and value-based payment measures.

Data Collection/Extraction Methods

The analytic sample consisted of 19,212 pairs of assessments from 13,320 long-term care clients continuously enrolled in the plan between baseline and follow-up/outcome assessments. Matched assessment pairs were six to ten months apart.

Principal Findings

Over 27% of the study population (n = 3656 clients) received services from one or more of 8683 trained aides. Statistically significant associations were observed for four of seven value-based payment measures; however, presence and magnitudes of positive training effects differed by client service needs. With covariate adjustment, workforce training had the largest estimated positive impacts on rates of flu vaccination among average-need clients (1.60%, standard error [SE] = 0.01), not experiencing uncontrolled pain among above-average-need clients (0.69%, SE = 0.001), stable/improved pain intensity among heavy-need clients (1.25%, SE = 0.01), and stable/improved shortness of breath among light-need clients (0.88%, SE = 0.003).

Conclusion

Although we found mixed associations between scaled workforce training implementation and value-based payment metrics, we noted workforce training could benefit high-need long-term care recipients. Health indicators more sensitive to the daily support provided by direct care workers should be integrated into value-based healthcare models.