TY - JOUR AU - Fleitas, Sebastián AU - Gowrisankaran, Gautam AU - Lo Sasso, Anthony TI - Reclassification Risk in the Small Group Health Insurance Market JF - National Bureau of Economic Research Working Paper Series VL - No. 24663 PY - 2018 Y2 - May 2018 DO - 10.3386/w24663 UR - http://www.nber.org/papers/w24663 L1 - http://www.nber.org/papers/w24663.pdf N1 - Author contact info: Sebastián Fleitas Department of Economics University of Leuven 3000 Leuven Belgium Tel: +3216373696 E-Mail: sebastian.fleitas@kuleuven.be Gautam Gowrisankaran Department of Economics University of Arizona P.O. Box 210108 Tucson, AZ 85721-0108 Tel: 520/621-2529 Fax: 520/621-8450 E-Mail: gowrisankaran@eller.arizona.edu Anthony T. Lo Sasso Economics Department DePaul University 1 East Jackson Chicago, IL 60604 USA Tel: 312-362-1242 E-Mail: alosasso@depaul.edu AB - We evaluate reclassification risk in the small group health insurance market from a period before ACA community rating regulations. Reclassification risk in this setting is of key policy relevance and also a matter of debate. We use detailed claims and premiums data from a large insurance company and control non-parametrically for selection. We find a pass through of 16% from changes in health risk to changes in premiums, with a stronger equilibrium relationship between premiums and risk. This pattern is consistent with the insurer implicitly offering “guaranteed renewability” contracts with one-sided pricing commitment. We further find that groups whose health risk decreases have premiums that are more responsive to risk, which the guaranteed renewability model attributes to ex post renegotiation. The observed pricing policy adds 60% of the consumer welfare gain from community rating relative to experience rating. The welfare gains are limited because employers and employees switch coverage frequently. ER -