Matsumura graduated in economics from Tokyo University and from John F. Kennedy School of Government, Harvard University, where he was awarded the Lucius N. Littauer Fellowship. he was a Visiting Fellow in the Energy and Environment Programme at the Royal Institute of International Affairs in 1999-2000, seconded from the Institiute of Developing Economics, Japan External Trade Organization.