Due to the growing concerns of mass incarceration, coupled with the recent global pandemic of COVID-19, parole is in the spotlight as an avenue for early release. At the start of COVID-19, the elderly incarcerated population received attention due to their vulnerabilities. In this article, the likelihood of parole release and the amount of time candidates must wait postdenial are examined by accounting for the COVID-19 period and a parole candidate’s elderly status. Data come from a U.S. state parole board’s written decisions issued between 2017 and 2022 for individuals sentenced to life with the possibility of parole. While logistic regression models showed COVID-19 and elderly status did not influence the likelihood of release, ordinary least squares (OLS) models found that having a hearing after the onset of the pandemic was significantly associated with shorter interval term lengths. The article concludes with implications for replicating similar studies to understand discretionary release outcomes.