[go: up one dir, main page]

IDEAS home Printed from https://ideas.repec.org/p/ags/umaesp/330085.html
   My bibliography  Save this paper

R&D Lags in Economic Models

Author

Listed:
  • Wang, Shanchao
  • Alston, Julian M.
  • Pardey, Philip G.
Abstract
Quite different R&D lag structures predominate in studies of agricultural R&D compared with studies of R&D in other industries, and compared with studies of economic growth more broadly. Here we compare the main models and their implications using long-run data for U.S. agriculture. We reject the models predominantly used in studies of economic growth and industrial R&D both on prior grounds and using various statistical tests. The preferred model is a 50-year gamma lag distribution model. The estimated elasticity of MFP with respect to the knowledge stock is 0.28 and the implied marginal benefit-cost ratio is 23:1.

Suggested Citation

  • Wang, Shanchao & Alston, Julian M. & Pardey, Philip G., 2023. "R&D Lags in Economic Models," Staff Papers 330085, University of Minnesota, Department of Applied Economics.
  • Handle: RePEc:ags:umaesp:330085
    DOI: 10.22004/ag.econ.330085
    as

    Download full text from publisher

    File URL: https://ageconsearch.umn.edu/record/330085/files/Wang%20et%20al_R%26D%20Lags%20in%20Economic%20Models_Main-File_%26%20SM%282023-01-21%29AES.pdf
    Download Restriction: no

    File URL: https://libkey.io/10.22004/ag.econ.330085?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. Gene M. Grossman & Elhanan Helpman, 1991. "Quality Ladders and Product Cycles," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 106(2), pages 557-586.
    2. Hall, Bronwyn H. & Mairesse, Jacques & Mohnen, Pierre, 2010. "Measuring the Returns to R&D," Handbook of the Economics of Innovation, in: Bronwyn H. Hall & Nathan Rosenberg (ed.), Handbook of the Economics of Innovation, edition 1, volume 2, chapter 0, pages 1033-1082, Elsevier.
    3. Nicholas Bloom & Charles I. Jones & John Van Reenen & Michael Webb, 2020. "Are Ideas Getting Harder to Find?," American Economic Review, American Economic Association, vol. 110(4), pages 1104-1144, April.
    4. Aghion, Philippe & Howitt, Peter, 1992. "A Model of Growth through Creative Destruction," Econometrica, Econometric Society, vol. 60(2), pages 323-351, March.
    5. Beddow, Jason M. & Pardey, Philip G. & Hurley, Terrance M., 2014. "Reassessing the Effects of Weather on Agricultural Productivity," 2014 Annual Meeting, July 27-29, 2014, Minneapolis, Minnesota 172415, Agricultural and Applied Economics Association.
    6. Rao, Xudong & Hurley, Terrance M. & Pardey, Philip G., 2019. "Are agricultural R&D returns declining and development dependent?," World Development, Elsevier, vol. 122(C), pages 27-37.
    7. Wallace E. Huffman & Robert E. Evenson, 2006. "Do Formula or Competitive Grant Funds Have Greater Impacts on State Agricultural Productivity?," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 88(4), pages 783-798.
    8. Gene M. Grossman & Elhanan Helpman, 1991. "Quality Ladders in the Theory of Growth," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 58(1), pages 43-61.
    9. Charles I. Jones, 2022. "The Past and Future of Economic Growth: A Semi-Endogenous Perspective," Annual Review of Economics, Annual Reviews, vol. 14(1), pages 125-152, August.
    10. Zvi Griliches, 1958. "Research Costs and Social Returns: Hybrid Corn and Related Innovations," Journal of Political Economy, University of Chicago Press, vol. 66(5), pages 419-419.
    11. Zvi Griliches, 1998. "Returns to Research and Development Expenditures in the Private Sector," NBER Chapters, in: R&D and Productivity: The Econometric Evidence, pages 49-81, National Bureau of Economic Research, Inc.
    12. Jones, Charles I, 1995. "R&D-Based Models of Economic Growth," Journal of Political Economy, University of Chicago Press, vol. 103(4), pages 759-784, August.
    13. Robert Evenson, 1967. "The Contribution of Agricultural Research to Production," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 49(5), pages 1415-1425.
    14. Stock, James H & Watson, Mark W, 1993. "A Simple Estimator of Cointegrating Vectors in Higher Order Integrated Systems," Econometrica, Econometric Society, vol. 61(4), pages 783-820, July.
    15. Elliott, Graham & Rothenberg, Thomas J & Stock, James H, 1996. "Efficient Tests for an Autoregressive Unit Root," Econometrica, Econometric Society, vol. 64(4), pages 813-836, July.
    16. Bronwyn H. Hall & Nathan Rosenberg (ed.), 2010. "Handbook of the Economics of Innovation," Handbook of the Economics of Innovation, Elsevier, edition 1, volume 1, number 1.
    17. Huffman, Wallace E. & Evenson, Robert E., 1993. "Science for Agriculture: A Long Term Perspective," Staff General Research Papers Archive 10997, Iowa State University, Department of Economics.
    18. Matthew A. Andersen & Wenxing Song, 2013. "The Economic impact of public agricultural research and development in the United States," Agricultural Economics, International Association of Agricultural Economists, vol. 44(3), pages 287-295, May.
    19. Granger, C. W. J. & Newbold, P., 1974. "Spurious regressions in econometrics," Journal of Econometrics, Elsevier, vol. 2(2), pages 111-120, July.
    20. Julian M. Alston & Philip G. Pardey & Xudong Rao, 2022. "Payoffs to a half century of CGIAR research," American Journal of Agricultural Economics, John Wiley & Sons, vol. 104(2), pages 502-529, March.
    21. Pardey, Philip G. & Alston, Julian M. & Ruttan, Vernon W., 2010. "The Economics of Innovation and Technical Change in Agriculture," Handbook of the Economics of Innovation, in: Bronwyn H. Hall & Nathan Rosenberg (ed.), Handbook of the Economics of Innovation, edition 1, volume 2, chapter 0, pages 939-984, Elsevier.
    22. Roberto Esposti & Pierpaolo Pierani, 2003. "Building the Knowledge Stock: Lags, Depreciation, and Uncertainty in R&D Investment and Link with Productivity Growth," Journal of Productivity Analysis, Springer, vol. 19(1), pages 33-58, January.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Alston, Julian M. & Pardey, Philip G., 2022. "Are Ideas Really Getting Harder to Find?," Staff Papers 320517, University of Minnesota, Department of Applied Economics.
    2. Pedro Andres Garzon Delvaux & Heinrich Hockmann & Peter Voigt & Pavel Ciaian & Sergio Gomez y Paloma, 2018. "The impact of private R&D on the performance of food-processing firms: Evidence from Europe, Japan and North America," JRC Research Reports JRC104144, Joint Research Centre.
    3. Jacobo Campo Robledo & Juan Pablo Herrera Saavedra, 2016. "Patentes y crecimiento económico: ¿innovación de residentes o no residentes?," Revista Desarrollo y Sociedad, Universidad de los Andes,Facultad de Economía, CEDE, vol. 76, February.
    4. Kancs, d’Artis & Siliverstovs, Boriss, 2016. "R&D and non-linear productivity growth," Research Policy, Elsevier, vol. 45(3), pages 634-646.
    5. Pinchetti, Marco, 2020. "What Is Driving The TFP Slowdown? Insights From a Schumpeterian DSGE Model," MPRA Paper 98316, University Library of Munich, Germany.
    6. Gray, Elie & Grimaud, André, 2014. "The Lindahl equilibrium in Schumpeterian growth models: Knowledge diffusion, social value of innovations and optimal R&D incentives," IDEI Working Papers 821, Institut d'Économie Industrielle (IDEI), Toulouse.
    7. Ruiyang Hu & Yibai Yang & Zhijie Zheng, 2023. "Effects of subsidies on growth and welfare in a quality‐ladder model with elastic labor," Journal of Public Economic Theory, Association for Public Economic Theory, vol. 25(5), pages 1096-1137, October.
    8. Stadler, Manfred, 2015. "Innovation, industrial dynamics and economic growth," University of Tübingen Working Papers in Business and Economics 84, University of Tuebingen, Faculty of Economics and Social Sciences, School of Business and Economics.
    9. Andersen, Matthew A., 2019. "Knowledge productivity and the returns to agricultural research: a review," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 63(2), April.
    10. Gray, Elie & Grimaud, André, 2014. "The Lindahl equilibrium in Schumpeterian growth models: Knowledge diffusion, social value of innovations and optimal R&D incentives," TSE Working Papers 14-469, Toulouse School of Economics (TSE).
    11. Elias Dinopoulos & Constantinos Syropoulos & Theofanis Tsoulouhas, 2023. "Global Innovation Contests," Games, MDPI, vol. 14(1), pages 1-24, February.
    12. Gabrovski, Miroslav, 2023. "Coordination frictions and economic growth," Macroeconomic Dynamics, Cambridge University Press, vol. 27(6), pages 1528-1548, September.
    13. Lu, You-Xun & Chen, Shi-kuan & Lai, Ching-chong, 2022. "Subsidies, Entry, and Economic Growth in a Schumpeterian Model with Incumbents and Entrants," MPRA Paper 112179, University Library of Munich, Germany.
    14. Elie Gray & André Grimaud, 2014. "The Lindahl Equilibrium in Schumpeterian Growth Models: Knowledge Diffusion, Social Value of Innovations and Optimal R&D Incentives," CESifo Working Paper Series 4678, CESifo.
    15. Elie Gray & André Grimaud, 2016. "The Lindahl equilibrium in Schumpeterian growth models," Journal of Evolutionary Economics, Springer, vol. 26(1), pages 101-142, March.
    16. Yicheng Wang, 2017. "Debt-Market Friction, Firm-specific Knowledge Capital Accumulation and Macroeconomic Implications," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 26, pages 19-39, October.
    17. Lehmann, Paul & Gawel, Erik, 2013. "Why should support schemes for renewable electricity complement the EU emissions trading scheme?," Energy Policy, Elsevier, vol. 52(C), pages 597-607.
    18. Acemoglu, Daron & Cao, Dan, 2015. "Innovation by entrants and incumbents," Journal of Economic Theory, Elsevier, vol. 157(C), pages 255-294.
    19. Pardey, Philip G. & Alston, Julian M. & Ruttan, Vernon W., 2010. "The Economics of Innovation and Technical Change in Agriculture," Handbook of the Economics of Innovation, in: Bronwyn H. Hall & Nathan Rosenberg (ed.), Handbook of the Economics of Innovation, edition 1, volume 2, chapter 0, pages 939-984, Elsevier.
    20. Aurelien Quignon, 2022. "Market Regulation and Innovation: Direct and Indirect Effects," Journal of Industry, Competition and Trade, Springer, vol. 22(3), pages 429-456, December.

    More about this item

    Keywords

    Agricultural and Food Policy; Research and Development/Tech Change/Emerging Technologies; Research Methods/ Statistical Methods;
    All these keywords.

    NEP fields

    This paper has been announced in the following NEP Reports:

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:ags:umaesp:330085. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: AgEcon Search (email available below). General contact details of provider: https://edirc.repec.org/data/daumnus.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.