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The Burden of Knowledge and the 'Death of the Renaissance Man': Is Innovation Getting Harder?

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Author Info
Benjamin F. Jones
Abstract

This paper investigates, theoretically and empirically, a possibly fundamental aspect of technological progress. If knowledge accumulates as technology progresses, then successive generations of innovators may face an increasing educational burden. Innovators can compensate in their education by seeking narrower expertise, but narrowing expertise will reduce their individual capacities, with implications for the organization of innovative activity - a greater reliance on teamwork - and negative implications for growth. I develop a formal model of this "knowledge burden mechanism" and derive six testable predictions for innovators. Over time, educational attainment will rise while increased specialization and teamwork follow from a sufficiently rapid increase in the burden of knowledge. In cross-section, the model predicts that specialization and teamwork will be greater in deeper areas of knowledge while, surprisingly, educational attainment will not vary across fields. I test these six predictions using a micro-data set of individual inventors and find evidence consistent with each prediction. The model thus provides a parsimonious explanation for a range of empirical patterns of inventive activity. Upward trends in academic collaboration and lengthening doctorates, which have been noted in other research, can also be explained by the model, as can much-debated trends relating productivity growth and patent output to aggregate inventive effort. The knowledge burden mechanism suggests that the nature of innovation is changing, with negative implications for long-run economic growth.

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Paper provided by National Bureau of Economic Research, Inc in its series NBER Working Papers with number 11360.

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Date of creation: May 2005
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Handle: RePEc:nbr:nberwo:11360

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Find related papers by JEL classification:
O3 - Economic Development, Technological Change, and Growth - - Technological Change
O4 - Economic Development, Technological Change, and Growth - - Economic Growth and Aggregate Productivity
J2 - Labor and Demographic Economics - - Demand and Supply of Labor
I2 - Health, Education, and Welfare - - Education

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Cited by:
(explanations, Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.)

  1. Manuel Trajtenberg & Gil Shiff & Ran Melamed, 2006. "The "Names Game": Harnessing Inventors' Patent Data for Economic Research," NBER Working Papers 12479, National Bureau of Economic Research, Inc. [Downloadable!] (restricted)
    Other versions:
  2. Benjamin F. Jones, 2005. "Age and Great Invention," NBER Working Papers 11359, National Bureau of Economic Research, Inc. [Downloadable!] (restricted)
  3. Benjamin F. Jones, 2008. "The Knowledge Trap: Human Capital and Development Reconsidered," NBER Working Papers 14138, National Bureau of Economic Research, Inc. [Downloadable!] (restricted)
  4. Rachel Ngai & Roberto M. Samaniego, 2006. "An R&D-Based Model of Multi-Sector Growth," CEP Discussion Papers dp0762, Centre for Economic Performance, LSE. [Downloadable!]
  5. Dinopoulos, Elias & Segerstrom, Paul, 2006. "North-South Trade and Economic Growth," CEPR Discussion Papers 5887, C.E.P.R. Discussion Papers. [Downloadable!] (restricted)
  6. Gustafsson, Peter & Segerstrom, Paul, 2006. "Trade Liberalization and Productivity Growth," CEPR Discussion Papers 5894, C.E.P.R. Discussion Papers. [Downloadable!] (restricted)
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