The Dynamics of Productivity in the Telecommunications Equipment Industry
Technological change and deregulation have caused a major restructuring of the telecommunications equipment industry over the last two decades. Our empirical focus is on estimating the parameters of a production function for the equipment industry, and then using those estimates to analyze the evolu...
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Veröffentlicht in: | Econometrica 1996-11, Vol.64 (6), p.1263-1297 |
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description | Technological change and deregulation have caused a major restructuring of the telecommunications equipment industry over the last two decades. Our empirical focus is on estimating the parameters of a production function for the equipment industry, and then using those estimates to analyze the evolution of plant-level productivity. The restructuring involved significant entry and exit and large changes in the sizes of incumbents. Firms' choices on whether to liquidate, and on input quantities should they continue, depended on their productivity. This generates a selection and a simultaneity problem when estimating production functions. Our theoretical focus is on providing an estimation algorithm which takes explicit account of these issues. We find that our algorithm produces markedly different and more plausible estimates of production function coefficients than do traditional estimation procedures. Using our estimates we find increases in the rate of aggregate productivity growth after deregulation. Since we have plant-level data we can introduce indices which delve deeper into how this productivity growth occurred. These indices indicate that productivity increases were primarily a result of a reallocation of capital towards more productive establishments. |
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Steven ; Pakes, Ariel</creator><creatorcontrib>Olley, G. Steven ; Pakes, Ariel</creatorcontrib><description>Technological change and deregulation have caused a major restructuring of the telecommunications equipment industry over the last two decades. Our empirical focus is on estimating the parameters of a production function for the equipment industry, and then using those estimates to analyze the evolution of plant-level productivity. The restructuring involved significant entry and exit and large changes in the sizes of incumbents. Firms' choices on whether to liquidate, and on input quantities should they continue, depended on their productivity. This generates a selection and a simultaneity problem when estimating production functions. Our theoretical focus is on providing an estimation algorithm which takes explicit account of these issues. We find that our algorithm produces markedly different and more plausible estimates of production function coefficients than do traditional estimation procedures. Using our estimates we find increases in the rate of aggregate productivity growth after deregulation. Since we have plant-level data we can introduce indices which delve deeper into how this productivity growth occurred. These indices indicate that productivity increases were primarily a result of a reallocation of capital towards more productive establishments.</description><identifier>ISSN: 0012-9682</identifier><identifier>EISSN: 1468-0262</identifier><identifier>DOI: 10.2307/2171831</identifier><identifier>CODEN: ECMTA7</identifier><language>eng</language><publisher>Malden, MA: Econometric Society</publisher><subject>Algorithms ; Analytical estimating ; Applied sciences ; Coefficients ; Computer science; control theory; systems ; Control theory. 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Steven</creatorcontrib><creatorcontrib>Pakes, Ariel</creatorcontrib><title>The Dynamics of Productivity in the Telecommunications Equipment Industry</title><title>Econometrica</title><description>Technological change and deregulation have caused a major restructuring of the telecommunications equipment industry over the last two decades. Our empirical focus is on estimating the parameters of a production function for the equipment industry, and then using those estimates to analyze the evolution of plant-level productivity. The restructuring involved significant entry and exit and large changes in the sizes of incumbents. Firms' choices on whether to liquidate, and on input quantities should they continue, depended on their productivity. This generates a selection and a simultaneity problem when estimating production functions. Our theoretical focus is on providing an estimation algorithm which takes explicit account of these issues. We find that our algorithm produces markedly different and more plausible estimates of production function coefficients than do traditional estimation procedures. Using our estimates we find increases in the rate of aggregate productivity growth after deregulation. Since we have plant-level data we can introduce indices which delve deeper into how this productivity growth occurred. These indices indicate that productivity increases were primarily a result of a reallocation of capital towards more productive establishments.</description><subject>Algorithms</subject><subject>Analytical estimating</subject><subject>Applied sciences</subject><subject>Coefficients</subject><subject>Computer science; control theory; systems</subject><subject>Control theory. 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Steven ; Pakes, Ariel</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c528t-773291521e185154cb93c1a25660ade78dff1a5cef8297731c92c4a0ad06af593</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>1996</creationdate><topic>Algorithms</topic><topic>Analytical estimating</topic><topic>Applied sciences</topic><topic>Coefficients</topic><topic>Computer science; control theory; systems</topic><topic>Control theory. Systems</topic><topic>Deregulation</topic><topic>Econometrics</topic><topic>Estimates</topic><topic>Estimating techniques</topic><topic>Estimation bias</topic><topic>Estimators</topic><topic>Exact sciences and technology</topic><topic>Industrial machinery</topic><topic>Industrial productivity</topic><topic>Industrial regulation</topic><topic>Process control. 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Steven</au><au>Pakes, Ariel</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>The Dynamics of Productivity in the Telecommunications Equipment Industry</atitle><jtitle>Econometrica</jtitle><date>1996-11-01</date><risdate>1996</risdate><volume>64</volume><issue>6</issue><spage>1263</spage><epage>1297</epage><pages>1263-1297</pages><issn>0012-9682</issn><eissn>1468-0262</eissn><coden>ECMTA7</coden><abstract>Technological change and deregulation have caused a major restructuring of the telecommunications equipment industry over the last two decades. Our empirical focus is on estimating the parameters of a production function for the equipment industry, and then using those estimates to analyze the evolution of plant-level productivity. The restructuring involved significant entry and exit and large changes in the sizes of incumbents. Firms' choices on whether to liquidate, and on input quantities should they continue, depended on their productivity. This generates a selection and a simultaneity problem when estimating production functions. Our theoretical focus is on providing an estimation algorithm which takes explicit account of these issues. We find that our algorithm produces markedly different and more plausible estimates of production function coefficients than do traditional estimation procedures. Using our estimates we find increases in the rate of aggregate productivity growth after deregulation. Since we have plant-level data we can introduce indices which delve deeper into how this productivity growth occurred. These indices indicate that productivity increases were primarily a result of a reallocation of capital towards more productive establishments.</abstract><cop>Malden, MA</cop><pub>Econometric Society</pub><doi>10.2307/2171831</doi><tpages>35</tpages><oa>free_for_read</oa></addata></record> |
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subjects | Algorithms Analytical estimating Applied sciences Coefficients Computer science control theory systems Control theory. Systems Deregulation Econometrics Estimates Estimating techniques Estimation bias Estimators Exact sciences and technology Industrial machinery Industrial productivity Industrial regulation Process control. Computer integrated manufacturing Production estimates Production functions Productivity Studies Telecommunications industry U.S.A |
title | The Dynamics of Productivity in the Telecommunications Equipment Industry |
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