TY - JOUR AU - Aghion, Philippe AU - Bergeaud, Antonin AU - Boppart, Timo AU - Klenow, Peter J AU - Li, Huiyu TI - Missing Growth from Creative Destruction JF - National Bureau of Economic Research Working Paper Series VL - No. 24023 PY - 2017 Y2 - November 2017 DO - 10.3386/w24023 UR - http://www.nber.org/papers/w24023 L1 - http://www.nber.org/papers/w24023.pdf N1 - Author contact info: Philippe Aghion College de France 3 Rue D'Ulm 75005 Paris FRANCE E-Mail: p.aghion@lse.ac.uk Antonin Bergeaud Banque de France 31 rue croix des petits champs Paris, France E-Mail: antonin.bergeaud@gmail.com Timo Boppart Institute for International Economic Studies Stockholm University SE-106 91 Stockholm Sweden Tel: +46 (0)8 16 35 52 E-Mail: timo.boppart@iies.su.se Peter J. Klenow Department of Economics 579 Jane Stanford Way Stanford University Stanford, CA 94305-6072 Tel: 650/725-8169 Fax: NA E-Mail: Klenow@Stanford.edu Huiyu Li 101 Market Street, MS 1130 Federal Reserve Bank of San Francisco San Francisco, CA 94105 United States Tel: 6504851742 E-Mail: tohuiyu@gmail.com AB - Statistical agencies typically impute inflation for disappearing products based on surviving products, which may result in overstated inflation and understated growth. Using U.S. Census data, we apply two ways of assessing the magnitude of “missing growth” for private nonfarm businesses from 1983–2013. The first approach exploits information on the market share of surviving plants. The second approach applies indirect inference to firm-level data. We find: (i) missing growth from imputation is substantial — at least 0.6 percentage points per year; and (ii) most of the missing growth is due to creative destruction (as opposed to new varieties). ER -