Online Appendix

Hamish is the James Meade Professor of Economics at the University of Oxford, a Professorial Fellow of Nuffield College and a Research Fellow at IFS.

Tom is a Research Fellow at IFS, a Research Professor for the Institute for Social Research at the University of Michigan.

Cormac is a Research Associate of the IFS, an Assistant Professor of Economics at the Yale University and Research Fellow at the NBER.