Be currently incarcerated in one of the prisons that have partnered as study sites
Have met criteria for a drug use disorder in the year prior to their current incarceration (≥ 2 symptoms on a DSM-5 drug use disorder checklist)
Have used drugs in the 30 days prior to their current incarceration
Have a history of traumatic event exposure
Endorse clinically significant posttraumatic stress symptoms (score ≥ 4 on the Primary Care PTSD Screen for DSM-5; PC-PTSD-5)
Expect to be incarcerated for at least long enough to complete CPT-CJ as it is being implemented at the particular site (i.e., anticipated to be \~3 months, but will depend on dates associated with next available intervention group)
Expect to be released from prison within 12 months following the end of treatment (i.e., within \~15 months of the pre-treatment assessment)
Willing to consent to randomization to treatment condition
You may not be if
Unable to provide any locator information for post-release assessments
Determined to be releasing sooner than would allow the individual to complete CPT-CJ
Determined to have an unavoidable scheduling conflict or facility restriction (e.g., disciplinary, medical) that would prevent participation in CPT-CJ. Of note, if the scheduling conflict or facility restriction is expected to resolve following the next round of randomization at the study site, the participant may be put on "hold for next round" status rather than withdrawn unless other exclusionary criteria would be met by that time (e.g., release).