TY - JOUR AU - Caselli,Francesco AU - Ciccone,Antonio TI - The Contribution of Schooling in Development Accounting: Results from a Nonparametric Upper Bound JF - National Bureau of Economic Research Working Paper Series VL - No. 17656 PY - 2011 Y2 - December 2011 UR - http://www.nber.org/papers/w17656 L1 - http://www.nber.org/papers/w17656.pdf N1 - Author contact info: Francesco Caselli Department of Economics London School of Economics Houghton Street London WC2A 2AE UNITED KINGDOM Tel: (44) (0) 2079557498 E-Mail: f.caselli@lse.ac.uk Antonio Ciccone Universitat Pompeu Fabra E-Mail: antonio.ciccone@upf.edu AB - How much would output increase if underdeveloped economies were to increase their levels of schooling? We contribute to the development accounting literature by describing a non-parametric upper bound on the increase in output that can be generated by more schooling. The advantage of our approach is that the upper bound is valid for any number of schooling levels with arbitrary patterns of substitution/complementarity. Another advantage is that the upper bound is robust to certain forms of endogenous technology response to changes in schooling. We also quantify the upper bound for all economies with the necessary data, compare our results with the standard development accounting approach, and provide an update on the results using the standard approach for a large sample of countries. ER -