John F. Pane

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Distinguished Chair in Education Innovation; Professor, Pardee RAND Graduate School; Senior Scientist
Pittsburgh Office


Ph.D. and M.S. in computer science, B.S. in electrical and computer engineering and mathematics, Carnegie Mellon University

Media Resources

This researcher is available for interviews.

To arrange an interview, contact the RAND Office of Media Relations at (310) 451-6913, or email

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John F. Pane is Distinguished Chair in Education Innovation and a senior scientist at the RAND Corporation. He researches the implementation and effectiveness of innovations in education, with a focus on personalized learning, education technology, math, and science. His expertise includes the application of experimental and rigorous quasi-experimental methods in education settings. He has led or co-led numerous experiments using individual-level or school-level random assignment, including a large-scale effectiveness trial of mathematics tutoring technology in 147 schools in 51 school districts in seven states, and an experiment examining the effects of summer learning programs in five urban school districts. He also leads quasi-experimental evaluations of schools implementing personalized learning models, and of Investing in Innovation and Race to the Top District projects in rural Kentucky that are using technology to increase student readiness for college and careers. Previously, Pane co-directed the Carnegie Mellon and RAND Traineeships in Methodology and Interdisciplinary Research (CMART), an IES postdoctoral training program, and led evaluations of a NSF math and science partnership and a school district's one-to-one laptop initiative, investigated data-driven decisionmaking practices in education, and studied the effects of the 2005 hurricanes on public school students in Louisiana.

Sponsors of Pane's research have included the U.S. Department of Education, the U.S. National Science Foundation, the Bill & Melinda Gates Foundation, the Wallace Foundation, the U.S. Army, the Heinz Endowments, and the Grable, Pittsburgh, and Benedum Foundations.

Pane received his Ph.D. in computer science from Carnegie Mellon University.

Previous Positions

Project Scientist, Carnegie Mellon University

Recent Projects

  • Experimental studies of the implementation and effects of technology-based mathematics curricula
  • Study of the implementation and outcomes of innovative personalized learning school models
  • Experimental evaluation of summer learning programs
  • Study of the implementation of data-driven decisionmaking practices in schools
  • Evaluation of a school district's one-to-one laptop computer initiative

Selected Publications

John F. Pane, Beth Ann Griffin, Daniel F. McCaffrey, Rita Karam, "Effectiveness of Cognitive Tutor Algebra I at Scale," Educational Evaluation and Policy Analysis, 2014 (forthcoming)

McCombs, J. S., Pane, J. F., Augustine, C. H., Schwartz, H. L., Martorell, P., & Zakaras, L., Near-Term Effects of Voluntary Summer Learning Programs on Low-Income Students' Learning Opportunities and Outcomes, RAND Corporation (RR-815), 2014

John F. Pane, Daniel F. McCaffrey, Mary Ellen Slaughter, Jennifer L. Steele, and Gina S. Ikemoto, "An Experiment to Evaluate the Efficacy of Cognitive Tutor Geometry," Journal of Research on Educational Effectiveness, 3:254-281, 2010

John F. Pane, Valerie L. Williams, Stuart S. Olmsted, Kun Yuan, Eleanor Spindler, Mary E. Slaughter, Math Science Partnership of Southwest Pennsylvania: Measuring Progress Towards Goals, RAND Corporation (MG-857-AIU), 2009

John F. Pane, Daniel F. McCaffrey, Nidhi Kalra, Annie J. Zhou, "Effects of Student Displacement in Louisiana During the First Academic Year After the Hurricanes of 2005," Journal of Education for Students Placed at Risk, 13:168-211, 2008

Julie A. Marsh, John F. Pane, Laura S. Hamilton, Making Sense of Data-Driven Decision Making: Evidence from Recent RAND Research, RAND Corporation (OP-170), 2006

John F. Pane, Daniel F. McCaffrey, Shannah Tharp-Taylor, Gary J. Asmus, Billy R. Stokes, Student Displacement in Louisiana After the Hurricanes of 2005: Experiences of Public Schools and Their Students, RAND Corporation (TR-430), 2006

Kerri A. Kerr, John F. Pane, Heather Barney, Quaker Valley Digital School District: Early Effects and Plans for Future Evaluation, RAND Corporation (TR-107), 2003

Recent Media Appearances

Interviews: Baton Rouge Advocate; Bloomberg News; Christian Science Monitor; EdSurge; Education Week; KPCC Pasadena; Louisiana Radio Network; Mindshift by KQED San Francisco; New York Times; Pittsburgh Post-Gazette; Pittsburgh Tribune-Review; Sirius Satellite Radio

Commentary: Education Week