Preparing to Measure Health Coverage in Federal Surveys Post-Reform: Lessons from Massachusetts

In preparation for health reform in 2014, qualitative research was conducted with Massachusetts residents to explore how to adapt surveys to accommodate reporting information about health exchanges. Questions about exchange participation were effective when state-specific exchange program names were offered, but generic terms such as "marketplace" and "exchange" did not resonate with respondents. However, respondents were able to understand new questions about premiums and subsidies and to answer with a high degree of accuracy. These questions, taken in tandem with answers on plan type, were sufficient to distinguish among Medicaid, subsidized exchange coverage, and unsubsidized coverage, even without the benefit of state-specific exchange program names.