Miguel Marino, PhD
Miguel Marino, PhD, joined the Department of Family Medicine in 2012 and holds a joint appointment in the Department of Public Health and Preventive Medicine, Division of Biostatistics at OHSU.
Dr. Marino's research focuses on: development and implementation of novel statistical methodology to address complexities associated with the use of electronic health records (EHRs) to study changes in policy; validation of EHRs as a reliable source for observation studies; study of the effect of workplace interventions on sleep and cardiometabolic outcomes; development of a new cardiometabolic risk prediction model for preventive health maintenance.
Dr. Marino's education includes: Yerby Postdoctoral Fellow, Harvard School of Public Health (2012); PhD in Biostatistics, Harvard University (2011); AM in Biostatistics, Harvard University (2008); MS in Biostatistics, UCLA (2006); and a BS in Mathematics/Applied Science, UCLA (2004).Dr. Marino currently serves as the statistical editor for the Annals of Family Medicine Journal, and is the lead biostatistician for the national evaluation initiative, EvidenceNOW: Advancing Heart Health in Primary Care.
Areas of Research
Statistical analysis of high-dimensional correlated data; longitudinal, multilevel and clustered data; validation of new instruments; risk prediction models; multivariate data; analysis of large medical data including electronic health records.
Marino M, Bailey S, Gold
R, Hoopes M, O'Malley JP, Huguet N, Heintzman J, Gallia C, McConnell KJ, DeVoe
JE. (2016) Receipt of Preventive Services after Oregon's Randomized Medicaid
Experiment. American Journal of Preventive Medicine, 50(2):161-170. Full article.
DeVoe JE, Marino M, Gold R, Hoopes MJ, Cowburn S, O'Malley JP, Heintzman J, Gallia C, McConnell KJ, Nelson CA, Huguet N, Bailey SR. Community Health Center Use After Oregon's Randomized Medicaid Experiment. Annals of Family Medicine, 13(4):312-320. Full article.
Heintzman J, Marino M, Hoopes M, Bailey SR, Gold R, O'Malley J, Angier H, Nelson C, Cottrell E, DeVoe J. (2015) Supporting Health Insurance Expansion: Do Electronic Health Records Have Valid Insurance Verification and Enrollment Data? In press: Journal of the American Medical Informatics Association.
DeVoe J, Marino M, Angier H, O'Malley J, Crawford C, Nelson C, Tillotson C, Bailey S, Gallia C, Smith J, Gold R. (2015) Effect of Expanding Medicaid for Parents Positively Affects Children's Health Insurance Coverage: Lessons from the Oregon Experiment. JAMA Peds, 169(1):e143145.
Marino M, Li Y, Pencina MJ, D'Agostino RB, Berkman L, Buxton O. (2014) Quantifying Cardiometabolic Risk Burden Using Modifiable Non-self-reported Risk Factors. American Journal of Preventive Medicine. 47(2):131-140. Full article.
Marino M, Li Y, Rueschman M, Winkelman J, Ellenbogen J, Solet J, Dulin H, Berkman L, Buxton O. (2013) Measuring sleep: accuracy, sensitivity, and specificity of wrist actigraphy compared to polysomnography. SLEEP, 36(11):1747-1755.