William Romine

William Romine is a Professor in the Department of Biological Sciences at Wright State University, where he directs the Data Science for Education Laboratory (DSEL). His research employs data-driven methods to investigate human learning and health decision-making, utilizing Rasch models, wearable sensors, and text mining techniques.

Education History:

• Ph.D. Curriculum and Instruction, University of Missouri (2008-2011)
• M.S. Geology, University of Missouri (2006-2008)
• M.A. Science Education, Truman State University (2003-2005)
• B.A. Physics, Truman State University (1999-2003)

His research focuses on measurement of human performance in learning and health contexts, with projects spanning cell phone addiction impacts, vaccination sentiment analysis via Twitter, evolution acceptance studies, and physiological indicators of cognitive engagement. Research integrates educational theory with advanced data analytics to address high-impact questions in health and STEM education.

Articles demonstrate consistent focus on educational measurement innovation, with strong trends in health behavior analytics (45%), educational technology development (30%), and STEM learning progression (25%). Methodologies increasingly leverage machine learning and multimodal sensor integration since 2020.

Leads the DSEL laboratory supporting diverse student research experiences in data science applications. Teaches courses including Bioethics, Biostatistics, Empirical Analysis, and Philosophy of Science Inquiry.