We study the implications of incarceration for the earnings and employment of different groups, characterized by their … race, gender, and education. Our hidden Markov model distinguishes between first-time and repeat incarceration, along with … other persistent and transitory nonemployment and earnings risks, and accounts for nonresponse bias. We estimate the model …