Equity and Risk in the Social Cost of Carbon: Evidence from GIVE
Abstract
This paper presents two novel results from the Greenhouse Gas Impact Valuation Estimator (GIVE) integrated assessment model (IAM). First, we extend the GIVE model to estimate an equity-weighted social cost of carbon (SCC) following the methodology of Anthoff et al. (2009). Second, we analyze the risk-adjusted discount rate that is implicitly used in GIVE. GIVE is a new IAM introduced in Rennert et al. (2022) that implements all the near-term recommendations from the NAS report on the SCC (NAS 2017). The US EPA has recently leveraged GIVE in its new official SCC for use by the federal government.Germany’s official SCC has long used equity weighting, and recently the Biden administration proposed updated guidance that may open the door to it as well, amid a lively debate whether equity weighting ought to be used for the federal government’s SCC. Our equity-weighted estimates thus fill an important gap in the usefulness of GIVE for policy applications.
In addition, we conduct an in-depth exploration of the risk treatment of GIVE’s SCC estimates. A standard result in climate change economics is that the risk-free discount rate declines over time (Weitzman 1998). However, marginal damages in IAMs are rarely risk-free. The classical asset pricing framework approach to valuing risk accounts for the covariance of the payoff (here, marginal damages) with the stochastic discount factor (SDF). The GIVE model is well-suited to explore this due to its comprehensive treatment of uncertainty. We show that while 1) GIVE’s risk-free discount rate falls over time (a la Weitzman), we nonetheless find that 2) that the risk-adjusted discount rate increases over time due to the payoff-SDF covariance (a result foreshadowed by Gollier 2014 in a theoretical setting). We explore the implications of these adjustments