Anthony Rodriguez is a senior behavioral scientist and quantitative psychologist/psychometrician at RAND. His research integrates psychometric methods, advanced quantitative modeling, and health outcomes research to improve measurement and evaluation across diverse populations. He specializes in latent variable modeling (SEM, EFA/CFA, IRT, LGM, [PP/MP] GMM, LCA/LPA) as well as applications within machine learning frameworks. His work also focuses on dimensionality, reliability, scoring, and the development of alternative IRT models to address non-normal latent traits and errors. He has also authored widely used didactic guides that make advanced psychometric methods accessible to applied researchers.

As principal/co-investigator on multiple federally funded projects, Rodriguez has developed/validated measures for emergency risk communication, palliative care quality, pain impact, and standardized assessment in post-acute care settings, and has led crosswalk development between PROMIS-29 and chronic pain legacy measures as well as the PROMIS-16. His substantive research focuses on health-related quality of life and sociodemographic disparities in longitudinal alcohol, cannabis, cigarette, vaping, and opioid use trajectories and their associations with physical and mental health, social functioning, and adult outcomes. Much of this work centers on underserved populations, including racial/ethnic minorities, youth experiencing homelessness, and American Indian and Alaska Native communities, including evaluations of culturally centered suicide prevention interventions. Rodriguez serves as the statistical and methodological expert for the RAND REACH Center and methodological expert for the NCREW program supporting Tribes and Native American Serving Organizations. He received his Ph.D. in quantitative psychology from the University of California, Los Angeles.

Education

Ph.D. in quantitative psychology, University of California, Los Angeles

Languages

Spanish

Selected Work

  • Rodriguez, A., Zeng, C., Hays, R. D., Herman, P. M., & Edelen, M. O., "Longitudinal validation of the PROMIS-16 in a sample of adults in the United States with back pain. , ," Quality of Life Research, 34(1), 2025
  • Rodriguez, A., Herman, P. M., Slaughter, M., Edelen, M. O., Hays, R. D., "Classifying Patients with Non-specific Chronic Low Back Pain Using the Impact Stratification Score in an Online Convenience Sample. ," BMC Musculoskeletal Disorder, 2023
  • Rodriguez, A., Edelen, M. O., Herman, P. M., & Hays, R. D, "Unpacking the impact of chronic pain as measured by the impact stratification score," BMC Musculoskeletal Disorders, 2023
  • Rodriguez, A., Edelen, M. O., McMullen, T., Ahluwalia, S. G., Chen, E. K., Dalton, S., Paddock, S., Saliba, D., Mandl, S., & Mota, T., "Who Receives Post-Acute Care? Characteristics of national population and field test sample. ," Journal of the American Geriatrics Society,, (4), 2022
  • Rodriguez, Anthony, Maria Orlando Edelen, Adam Scherling, Julia Bandini, Carrie M. Farmer, Danielle Schlang, Melissa A. Bradley, Julia Rollison, Brian G. Vegetabile, Sarah Dalton, and Sangeeta C. Ahluwalia, MACRA Palliative Care Quality Measure Development: Summary Report of Alpha Testing, RAND Corporation (WR-A400-1), 2020
  • Anthony Rodriguez, Steve P. Reise, Mark G. Haviland, "Applying bifactor statistical indices in the evaluation of psychological measures," Journal of Personality Assessment
  • Anthony Rodriguez, Steve P. Reise, Mark G. Haviland, "Evaluating bifactor models: Calculating and interpreting statistical indices," Psychological Methods
  • D’Amico, E. J., Rodriguez, A., Tucker, J. S., Pedersen, E. R. & Shih, R. A., "Planting the seed for marijuana use: Changes in exposure to medical marijuana advertizing and subsequent adolescent marijuana use, cognitions, and consequences over seven years," Drug Alcohol Dependence

Authored by Anthony Rodriguez

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