Marion Greeneās research interests include policy impact on trends in opioid use; progression from prescription opioids to heroin; identification of chronic pain patients as high-risk / algorithm or risk-score development in electronic health records (e.g., INSPECT); and implementation of medication-assisted treatment for opioid use disorders.