Madelyn R. Frumkin, PhD
Assistant Professor of Biomedical Data Science and Psychiatry, Geisel School of Medicine at Dartmouth
Madelyn (Maddy) Frumkin is an assistant professor in the departments of Biomedical Data Science and Psychiatry within the Center for Technology and Behavioral Health. Dr. Frumkin earned her PhD in clinical psychology with a specialization in longitudinal and time-series data analysis. Her research leverages intensive longitudinal data collected via smartphones and wearable devices to better understand why physical and mental health problems co-occur. Ongoing efforts include: 1) applying dynamic structural equation modeling to understand individual differences in associations between pain, mood, and substance use; 2) using individual differences to predict which patients are likely to experience persistent pain, mental health problems, and/or substance use after surgery; and 3) developing personalized, smartphone-based interventions based on individual mechanisms of risk. Dr. Frumkin enjoys collaborating with healthcare providers to understand benefits, risks, and barriers involved in integrating digital technology into diverse healthcare settings. As a practitioner of cognitive-behavioral interventions to promote mental and physical health, she is especially interested in decreasing stigma and increasing access to evidence-based psychological treatments. Her work has been funded by organizations including the National Institute of Mental Health, American Psychological Foundation, American Psychological Association, and Academy of Psychological Clinical Science.
Outside of work, Dr. Frumkin enjoys cooking, running, hiking, and a healthy dose of reality TV.
Selected Publications
- Frumkin MR, Carpenter RW, Rodebaugh TL. Heterogeneity in temporal dynamics of pain and affect among individuals with chronic back pain and associations with risk for future opioid–related problems. Clin Psychol Sci. 2024 Aug;12(4):706-720. doi:10.1177/21677026231196121
- Benedict B, Frumkin M, Botterbush K, Javeed S, Zhang JK, Yakdan S, Neuman BJ, Steinmetz MP, Ghogawala Z, Kelly MP, Goodin BR, Piccirillo JF, Ray WZ, Rodebaugh TL, Greenberg JK. Using multimodal assessments to reevaluate depression designations for spine surgery candidates. J Bone Joint Surg Am. 2024 Jul 25. doi: 10.2106/JBJS.23.01195. Epub ahead of print. PMID: 39052762.
- Greenberg JK, Frumkin M, Xu Z, Zhang J, Javeed S, Zhang JK, Benedict B, Botterbush K, Yakdan S, Molina CA, Pennicooke BH, Hafez D, Ogunlade JI, Pallotta N, Gupta MC, Buchowski JM, Neuman B, Steinmetz M, Ghogawala Z, Kelly MP, Goodin BR, Piccirillo JF, Rodebaugh TL, Lu C, Ray WZ. Preoperative mobile health data improve predictions of recovery from lumbar spine surgery. Neurosurgery. 2024 Mar 29. doi: 10.1227/neu.0000000000002911. Epub ahead of print. PMID: 38551340.
- Carpenter RW, Nance M, Frumkin MR, Boissoneault J, Ellingson JM. Use and co-use of alcohol and cannabis following physical pain in the daily life of community adults engaged in regular substance use. Psychol Addict Behav. 2024 Feb 15. doi: 10.1037/adb0000992. Epub ahead of print. PMID: 38358657.
- Frumkin MR, Greenberg JK, Boyd P, Javeed S, Shayo B, Shin J, Wilson EA, Zhang JK, Sullivan MJL, Haroutounian S, Rodebaugh TL. Establishing the reliability, validity, and prognostic utility of the momentary pain catastrophizing scale for use in ecological momentary assessment research. J Pain. 2023 Aug;24(8):1423-1433. doi: 10.1016/j.jpain.2023.03.010. PMID: 37019164.
- Greenberg JK, Frumkin MR, Javeed S, Zhang JK, Dai R, Molina CA, Pennicooke BH, Agarwal N, Santiago P, Goodwin ML, Jain D, Pallotta N, Gupta MC, Buchowski JM, Leuthardt EC, Ghogawala Z, Kelly MP, Hall BL, Piccirillo JF, Lu C, Rodebaugh TL, Ray WZ. Feasibility and acceptability of a preoperative multimodal mobile health assessment in spine surgery candidates. Neurosurgery. 2023 Mar 1;92(3):538-546. doi: 10.1227/neu.0000000000002245. PMID: 36700710; PMCID: PMC10158869.
- Frumkin MR, Rodebaugh TL. The role of affect in chronic pain: A systematic review of within-person symptom dynamics. J Psychosom Res. 2021 Aug;147:110527. doi: 10.1016/j.jpsychores.2021.110527. Epub 2021 May 24. PMID: 34082154; PMCID: PMC9009535.
- Frumkin MR, Kallogjeri D, Piccirillo JF, Beukes EW, Manchaiah V, Andersson G, Rodebaugh TL. Development and preliminary evaluation of the tinnitus severity short form. Am J Audiol. 2021 Jun 14;30(2):404-415. doi: 10.1044/2021_AJA-20-00164. PMID: 34029120; PMCID: PMC8642095.
- Frumkin MR, Piccirillo ML, Beck ED, Grossman JT, Rodebaugh TL. Feasibility and utility of idiographic models in the clinic: A pilot study. Psychother Res. 2021 Apr;31(4):520-534. doi: 10.1080/10503307.2020.1805133. PMID: 32838671; PMCID: PMC7902742.
- Rodebaugh TL, Frumkin MR, Reiersen AM, Lenze EJ, Avidan MS, Miller JP, Piccirillo JF, Zorumski CF, Mattar C. Acute symptoms of mild to moderate COVID-19 are highly heterogeneous across individuals and over time. Open Forum Infect Dis. 2021 Mar 1;8(3):ofab090. doi: 10.1093/ofid/ofab090. PMID: 33796601; PMCID: PMC7989225.
- Frumkin MR, Robinaugh DJ, LeBlanc NJ, Ahmad Z, Bui E, Nock MK, Simon NM, McNally RJ. The pain of grief: Exploring the concept of psychological pain and its relation to complicated grief, depression, and risk for suicide in bereaved adults. J Clin Psychol. 2021 Jan;77(1):254-267. doi: 10.1002/jclp.23024. PMID: 32662088; PMCID: PMC7725983.
- Rodebaugh TL, Frumkin MR, Piccirillo ML. The long road from person-specific models to personalized mental health treatment. BMC Med. 2020 Dec 1;18(1):365. doi: 10.1186/s12916-020-01838-w. PMID: 33256792; PMCID: PMC7708106.