Volume 53 | Number 5 | October 2018

Abstract List

Vicki Fung Ph.D., Cassandra G. K. Peitzman B.A., Julie Shi Ph.D., Catherine Y. Liang B.S., William H. Dow Ph.D., Alan M. Zaslavsky Ph.D., Bruce H. Fireman M.A., Stephen F. Derose M.D., M.S.H.S., Michael E. Chernew Ph.D., Joseph P. Newhouse Ph.D., John Hsu M.D., M.B.A.


The Affordable Care Act () introduced reforms to mitigate adverse selection into and within the individual insurance market. We examined the traits and predicted medical spending of enrollees in California post‐.

Data Sources

Survey of 2,103 enrollees in individual market plans, on‐ and off‐exchange, in 2014.

Study Design

We compared actual versus potential participants using data from the 2014 California Health Interview Survey on respondents who were individually insured or uninsured. We predicted annual medical spending for each group using age, sex, self‐rated health, body mass index, smoking status, and income.

Principal Findings

Average predicted spending was similar for actual ($3,377, 95 percent [$3,280‐$3,474]) and potential participants ($3,257 [$3,060‐$3,454]); however, some vulnerable subgroups were underrepresented. On‐ versus off‐exchange enrollees differed in sociodemographic and health traits with modest differences in spending ($3,448 [$3,330‐$3,565] vs. $3,175 [$3,012‐$3,338]).


We did not find evidence of selection into the overall insurance pool in 2014; however, differences by exchange status reflect the importance of including off‐exchange enrollees in analyses and the pool for risk adjustment. California's post‐ individual market has been a relative success, highlighting the importance of state policies and outreach efforts to encourage participation in the market.