Multi Product Firms, Import Competition, and the Evolution of Firm-Product Technical Efficiencies

We study how increased import competition affects the evolution of firm-product technical efficiencies in the small open economy of Belgium. We observe quarterly firm-product data at the 8-digit level on quantities sold and firm-level labor, capital, and intermediate inputs from 1997 to 2007, a period marked by stark declines in tariffs applied to Chinese goods. Using Diewert (1973) and Lau (1976) we show how to estimate firm-product quarterly technical efficiencies using a multi-product production (MPP) function that avoids using single-product (SP) production func- tion approximations to it. We find that a 0.01 increase in the import share leads to a 1.05% gain in technical efficiency. This elasticity translates into gains from com- petition over the sample period exceeding 1.2 billion euros, which is over 2.5% of the average annual value of manufacturing output in Belgium. Firms appear to be less technically efficient at producing goods the further they get from their ”core” good and firms respond to competition by focusing more on their core products. Instrumenting import share - while not important for the signs of the coefficients - is very important for the magnitudes as the effect of competition increases tenfold when one moves from OLS to IV. We close by testing the SP approximation to MPP and reject in eight of twelve industries.

[1]  Daniel A. Ackerberg,et al.  Identification Properties of Recent Production Function Estimators , 2015 .

[2]  Jan De Loecker,et al.  Prices, Markups and Trade Reform , 2012 .

[3]  Swati Dhingra Trading Away Wide Brands for Cheap Brands , 2011 .

[4]  L. Iacovone,et al.  Multi-Product Firms at Home and Away: Cost- Versus Quality-Based Competence , 2011 .

[5]  N. Bloom,et al.  Trade Induced Technical Change? The Impact of Chinese Imports on Innovation, it and Productivity , 2011 .

[6]  A. Khandelwal,et al.  Multiproduct Firms and Product Turnover in the Developing World: Evidence from India , 2010, The Review of Economics and Statistics.

[7]  Valerie Smeets,et al.  Estimating productivity with multi-product firms, pricing heterogeneity and the role of international trade , 2010 .

[8]  T. Mayer,et al.  Market Size, Competition, and the Product Mix of Exporters , 2010, World Scientific Studies in International Economics.

[9]  Andrew B. Bernard,et al.  Multiple-Product Firms and Product Switching , 2010 .

[10]  James A. Schmitz,et al.  Competition and Productivity: A Review of the Evidence , 2010 .

[11]  J. Wooldridge On estimating firm-level production functions using proxy variables to control for unobservables , 2009 .

[12]  A. Khandelwal,et al.  Imported Intermediate Inputs and Domestic Product Growth: Evidence from India , 2008 .

[13]  Daniel Trefler,et al.  Improved Access to Foreign Markets Raises Plant-Level Productivity ... For Some Plants , 2007 .

[14]  J. Loecker Product Differentiation, Multi-Product Firms and Estimating the Impact of Trade Liberalization on Productivity , 2007 .

[15]  Mark Setterfield,et al.  What is Endogenous Growth Theory , 2007 .

[16]  Peter K. Schott,et al.  Multi-Product Firms and Trade Liberalization , 2006 .

[17]  C. eckel,et al.  Multi-Product Firms and Flexible Manufacturing in the Global Economy , 2006 .

[18]  J. Mairesse,et al.  Panel-Data Estimates of the Production Function and the Revenue Function: What Difference Does it Make? , 2005 .

[19]  J. Haltiwanger,et al.  Reallocation, Firm Turnover, and Efficiency: Selection on Productivity or Profitability? , 2005, SSRN Electronic Journal.

[20]  James A. Levinsohn,et al.  Estimating Production Functions Using Inputs to Control for Unobservables , 2003 .

[21]  Mark J. Roberts,et al.  Output Price and Markup Dispersion in Micro Data: The Roles of Producer Heterogeneity and Noise , 1997 .

[22]  Zvi Griliches,et al.  The Inconsistency of Common Scale Estimators When Output Prices are Unobserved and Engogenous , 1992 .

[23]  Lawrence J. Lau,et al.  A Characterization of the Normalized Restricted Profit Function , 1976 .

[24]  Walter Diewert,et al.  Functional forms for profit and transformation functions , 1973 .

[25]  Y. Mundlak,et al.  On Multistage Multiproduct Production Functions , 1971 .

[26]  C. Duprez Value creation in exports A diagnosis for Belgium , 2014 .

[27]  J. V. Reenen,et al.  Trade Induced Technical Change ? The Impact of Chinese Imports on Innovation , IT and Productivity , 2011 .

[28]  Edward E. Leamer,et al.  Econometric Tools for Analyzing Market Outcomes , 2007 .

[29]  J. Levinsohn,et al.  Productivity in a Di ff erentiated Products Market Equilibrium , 2001 .

[30]  Wendy L. Petropoulos Industry productivity dynamics with capacity utilization and differentiated products. , 2000 .