OHSU

Miguel Marino, PhD

Miguel Marino, PhD 
Miguel Marino, PhD
Dr. Marino 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. His applied research includes: development of a cardiometabolic risk score using Framingham data; assessing a Medicaid randomized insurance experiment with community clinics; examining how changing patterns of family health insurance affect children’s health insurance stability and utilization of healthcare services; study of the effect of a workplace intervention on sleep and cardiometabolic outcomes. His 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.

 

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.

Recent Publications

Marino M, Li Y, Pencina M, D’Agostino R, Berkman L, Buxton O. (2014). Quantifying Cardiometabolic Risk Burden Using Modifiable Non-self-reported Risk Factors. In press: American Journal of Preventive Medicine.  

Angier H, Gold R, Gallia C, Casciato A, Tillotson C, Marino M, Mangione-Smith R, DeVoe J. (2014) Variation in outcomes of quality measurement by data source. In press: Pediatrics. 

Angier H, Crawford C, O'Malley J, Tillotson C, Gallia C, Marino M, Gold R, DeVoe J. (2014). Linkage Methods for Connecting Children with Parents in Big Datasets: Electronic Health Record and State Health Insurance Data. In press: Maternal and Child Health Journal. 

Heintzman J, Bailey SR, Hoopes MJ, Le T, Gold R, OMalley JP, Cowburn S, Marino M, Krist A, DeVoe JE. (2014). Agreement of Medicaid Claims and Electronic Health Records for Assessing Preventive Care Quality Among Adults. In press: Journal of the American Medical Informatics Association. 

Gold R, Bailey SR, O'Malley JP, Hoopes MJ, Cowburn S, Marino M, Heintzman J, Nelson C, Fortmann SP, DeVoe J. Estimating Demand for Care After A Medicaid Expansion: Lessons from Oregon. (2014) In press: Journal of Ambulatory Care Management.  

White B, Carney P, Flynn J, Marino M, Fields S. (2014). Reducing hospital readmissions through primary care practice transformation. The Journal of family practice, 63(2), 67-73.  

Marino M, Li Y, Rueschman M, Winkelman J, Ellenbogen J, Solet J, Dulin H, Berkman L, Buxton O. (2013) Measuring sleep: accuracy, sensitivity, and speci_city of wrist actigraphy compared to polysomnography. SLEEP, 36(11):1747-1755.  

Hatch B, Angier H, Marino M, Heintzman J, Nelson C, Gold R, Vakarcs T, DeVoe. (2013) Using Electronic Health Records to Conduct Childrens Health Insurance Surveillance. Pediatrics, 132(6):e1584-e1591.