IDEAS home Printed from https://ideas.repec.org/a/wly/canjec/v54y2021i2p475-521.html
   My bibliography  Save this article

Firm heterogeneity, technology adoption and the spatial distribution of population: Theory and measurement

Author

Listed:
  • Alex W. Chernoff

Abstract

This paper develops and estimates an economic geography model featuring firm heterogeneity and technology adoption. I derive statistics that measure the effect of a new technology on productivity, welfare and the spatial distribution of the population. The empirical application estimates these effects using 19th‐century establishment‐level data on steam power in the Canadian manufacturing sector and township‐level population data. The results indicate that the introduction of steam power increased productivity by 22.9% and welfare by 4.9%. Comparing the model‐predicted and observed township population growth, I find that steam power accounts for 6.2% of the variation in observed population growth during this period. Hétérogénéité des entreprises, adoption de la technologie et répartition géographique de la population : théorie et évaluation. Cet article développe et évalue un modèle de géographie économique relatif à l hétérogénéité des entreprises et à l adoption de la technologie. Les statistiques qui en dérivent permettent de mesurer l incidence des nouvelles technologies sur la productivité, le bien‐être et la répartition géographique de la population. L application empirique évalue ces effets en utilisant des données relatives à la puissance thermique dans les entreprises manufacturières canadiennes au 19e siècle, et démographiques au niveau des cantons au cours de la même période. Les résultats suggèrent que l introduction de la puissance thermique a permis d augmenter la productivité de 22,9 % et le bien‐être de 4,9 %. En comparant l augmentation de la population estimée par le modèle et celle observée dans les cantons, je conclus que la puissance thermique compte pour 6,2 % de la variation de l augmentation observée au cours de la période.

Suggested Citation

  • Alex W. Chernoff, 2021. "Firm heterogeneity, technology adoption and the spatial distribution of population: Theory and measurement," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 54(2), pages 475-521, May.
  • Handle: RePEc:wly:canjec:v:54:y:2021:i:2:p:475-521
    DOI: 10.1111/caje.12511
    as

    Download full text from publisher

    File URL: https://doi.org/10.1111/caje.12511
    Download Restriction: no

    File URL: https://libkey.io/10.1111/caje.12511?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. Stephen J. Redding & Esteban Rossi-Hansberg, 2017. "Quantitative Spatial Economics," Annual Review of Economics, Annual Reviews, vol. 9(1), pages 21-58, September.
    2. repec:hal:wpspec:info:hdl:2441/7o52iohb7k6srk09n8t832o04 is not listed on IDEAS
    3. Marc Melitz & Stephen Redding, 2013. "Firm Heterogeneity and Aggregate Welfare," Working Papers hal-03473900, HAL.
    4. repec:hal:spmain:info:hdl:2441/f6h8764enu2lskk9p2m9j4i07 is not listed on IDEAS
    5. Nicholas Crafts, 2004. "Steam as a general purpose technology: A growth accounting perspective," Economic Journal, Royal Economic Society, vol. 114(495), pages 338-351, April.
    6. Atack, Jeremy & Bateman, Fred & Margo, Robert A., 2008. "Steam power, establishment size, and labor productivity growth in nineteenth century American manufacturing," Explorations in Economic History, Elsevier, vol. 45(2), pages 185-198, April.
    7. Stephen J. Redding & Daniel M. Sturm, 2008. "The Costs of Remoteness: Evidence from German Division and Reunification," American Economic Review, American Economic Association, vol. 98(5), pages 1766-1797, December.
    8. Keith Head & Thierry Mayer & Mathias Thoenig, 2014. "Welfare and Trade without Pareto," American Economic Review, American Economic Association, vol. 104(5), pages 310-316, May.
    9. Pines,David & Sadka,Efraim & Zilcha,Itzhak (ed.), 1998. "Topics in Public Economics," Cambridge Books, Cambridge University Press, number 9780521561365, November.
    10. Kris Inwood & Ian Keay, 2005. "Bigger establishments in thicker markets: can we explain early productivity differentials between Canada and the United States?," Canadian Journal of Economics, Canadian Economics Association, vol. 38(4), pages 1327-1363, November.
    11. Morris A. Davis & Francois Ortalo-Magne, 2011. "Household Expenditures, Wages, Rents," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 14(2), pages 248-261, April.
    12. Quamrul H. Ashraf & Francesco Cinnirella & Oded Galor & Boris Gershman & Erik Hornung, 2017. "Capital-Skill Complementarity and the Emergence of Labor Emancipation," Working Papers 2017-1, Brown University, Department of Economics.
    13. A. Colin Cameron & Douglas L. Miller, 2015. "A Practitioner’s Guide to Cluster-Robust Inference," Journal of Human Resources, University of Wisconsin Press, vol. 50(2), pages 317-372.
    14. Chang-Tai Hsieh & Peter J. Klenow, 2009. "Misallocation and Manufacturing TFP in China and India," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 124(4), pages 1403-1448.
    15. Atack, Jeremy & Bateman, Fred & Weiss, Thomas, 1980. "The Regional Diffusion and Adoption of the Steam Engine in American Manufacturing," The Journal of Economic History, Cambridge University Press, vol. 40(2), pages 281-308, June.
    16. Kim, Sukkoo, 2005. "Industrialization and urbanization: Did the steam engine contribute to the growth of cities in the United States?," Explorations in Economic History, Elsevier, vol. 42(4), pages 586-598, October.
    17. Robert C. Feenstra, 2010. "Measuring the gains from trade under monopolistic competition," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 43(1), pages 1-28, February.
    18. Costas Arkolakis & Arnaud Costinot & Andres Rodriguez-Clare, 2012. "New Trade Models, Same Old Gains?," American Economic Review, American Economic Association, vol. 102(1), pages 94-130, February.
    19. Goldin, Claudia & Sokoloff, Kenneth, 1982. "Women, Children, and Industrialization in the Early Republic: Evidence from the Manufacturing Censuses," The Journal of Economic History, Cambridge University Press, vol. 42(4), pages 741-774, December.
    20. Guy Michaels & Ferdinand Rauch & Stephen J. Redding, 2012. "Urbanization and Structural Transformation," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 127(2), pages 535-586.
    21. Richard E. Baldwin & Toshihiro Okubo, 2006. "Heterogeneous firms, agglomeration and economic geography: spatial selection and sorting," Journal of Economic Geography, Oxford University Press, vol. 6(3), pages 323-346, June.
    22. Paula Bustos, 2011. "Trade Liberalization, Exports, and Technology Upgrading: Evidence on the Impact of MERCOSUR on Argentinian Firms," American Economic Review, American Economic Association, vol. 101(1), pages 304-340, February.
    23. Nathan Rosenberg & Manuel Trajtenberg, 2009. "A General-Purpose Technology at Work: The Corliss Steam Engine in the Late-Nineteenth-Century United States," World Scientific Book Chapters, in: Nathan Rosenberg (ed.), Studies On Science And The Innovation Process Selected Works of Nathan Rosenberg, chapter 6, pages 97-135, World Scientific Publishing Co. Pte. Ltd..
    24. Yeaple, Stephen Ross, 2005. "A simple model of firm heterogeneity, international trade, and wages," Journal of International Economics, Elsevier, vol. 65(1), pages 1-20, January.
    25. Quamrul H. Ashraf & Francesco Cinnirella & Oded Galor & Boris Gershman & Erik Hornung, 2017. "Capital-Skill Complementarity and the Emergence of Labor Emancipation," CESifo Working Paper Series 6423, CESifo.
    26. Hoyt Bleakley & Jeffrey Lin, 2012. "Portage and Path Dependence," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 127(2), pages 587-644.
    27. Alla Lileeva & Daniel Trefler, 2010. "Improved Access to Foreign Markets Raises Plant-level Productivity…For Some Plants," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 125(3), pages 1051-1099.
    28. repec:hal:spmain:info:hdl:2441/5fjm1f1p0v93k9png4qo8ltnrf is not listed on IDEAS
    29. Temin, Peter, 1966. "Steam and Waterpower in the Early Nineteenth Century," The Journal of Economic History, Cambridge University Press, vol. 26(2), pages 187-205, June.
    30. Kris Inwood & Ian Keay, 2012. "Diverse paths to industrial development: evidence from late-nineteenth-century Canada," European Review of Economic History, European Historical Economics Society, vol. 16(3), pages 311-333, August.
    31. Kris Inwood & Ian Keay, 2008. "The devil is in the details: assessing early industrial performance across international borders using late nineteenth century North American manufacturers as a case study," Cliometrica, Journal of Historical Economics and Econometric History, Association Française de Cliométrie (AFC), vol. 2(2), pages 85-117, July.
    32. repec:hal:spmain:info:hdl:2441/7o52iohb7k6srk09n8t832o04 is not listed on IDEAS
    33. Gopinath, G. & Helpman, . & Rogoff, K. (ed.), 2014. "Handbook of International Economics," Handbook of International Economics, Elsevier, edition 1, volume 4, number 4.
    34. Sukkoo Kim, 2005. "Industrialization and Urbanization: Did the Steam Engine Contribute to the Growth of Cities in the United States?," NBER Working Papers 11206, National Bureau of Economic Research, Inc.
    35. David S Jacks & Krishna Pendakur, 2010. "Global Trade and the Maritime Transport Revolution," The Review of Economics and Statistics, MIT Press, vol. 92(4), pages 745-755, November.
    36. Hopenhayn, Hugo A, 1992. "Entry, Exit, and Firm Dynamics in Long Run Equilibrium," Econometrica, Econometric Society, vol. 60(5), pages 1127-1150, September.
    37. Atack, Jeremy, 1979. "Fact in fiction? The relative costs of steam and water power: a simulation approach," Explorations in Economic History, Elsevier, vol. 16(4), pages 409-437, October.
    38. repec:hal:wpspec:info:hdl:2441/f6h8764enu2lskk9p2m9j4i07 is not listed on IDEAS
    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. Atack, Jeremy & Margo, Robert A. & Rhode, Paul W., 2022. "Industrialization and urbanization in nineteenth century America," Regional Science and Urban Economics, Elsevier, vol. 94(C).
    2. Breinlich, Holger & Ottaviano, Gianmarco I.P. & Temple, Jonathan R.W., 2014. "Regional Growth and Regional Decline," Handbook of Economic Growth, in: Philippe Aghion & Steven Durlauf (ed.), Handbook of Economic Growth, edition 1, volume 2, chapter 4, pages 683-779, Elsevier.
    3. Atack, Jeremy & Bateman, Fred & Margo, Robert A., 2008. "Steam power, establishment size, and labor productivity growth in nineteenth century American manufacturing," Explorations in Economic History, Elsevier, vol. 45(2), pages 185-198, April.
    4. Redding, Stephen, 2020. "Trade and Geography," CEPR Discussion Papers 15268, C.E.P.R. Discussion Papers.
    5. Stephen J. Redding & Esteban Rossi-Hansberg, 2017. "Quantitative Spatial Economics," Annual Review of Economics, Annual Reviews, vol. 9(1), pages 21-58, September.
    6. Shih-tse Lo & Dhanoos Sutthiphisal, 2008. "Crossover Inventions And Knowledge Diffusion Of General Purpose Technologies? Evidence From The Electrical Technology," NBER Working Papers 14043, National Bureau of Economic Research, Inc.
    7. Pinelopi K. Goldberg & Nina Pavcnik, 2016. "The Effects of Trade Policy," NBER Working Papers 21957, National Bureau of Economic Research, Inc.
    8. Giammario Impullitti & Omar Licandro, 2018. "Trade, Firm Selection and Innovation: The Competition Channel," Economic Journal, Royal Economic Society, vol. 128(608), pages 189-229, February.
    9. Behrens, Kristian & Robert-Nicoud, Frédéric, 2015. "Agglomeration Theory with Heterogeneous Agents," Handbook of Regional and Urban Economics, in: Gilles Duranton & J. V. Henderson & William C. Strange (ed.), Handbook of Regional and Urban Economics, edition 1, volume 5, chapter 0, pages 171-245, Elsevier.
    10. repec:esx:essedp:729 is not listed on IDEAS
    11. Jeremy Atack & Robert A. Margo & Paul Rhode, 2020. "‘Mechanization Takes Command’: Inanimate Power and Labor Productivity in Late Nineteenth Century American Manufacturing," NBER Working Papers 27436, National Bureau of Economic Research, Inc.
    12. Carsten Eckel & Florian Unger, 2023. "Credit Constraints, Endogenous Innovations, And Price Setting In International Trade," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 64(4), pages 1715-1747, November.
    13. Benny Kleinman & Ernest Liu & Stephen J. Redding, 2023. "Dynamic Spatial General Equilibrium," Econometrica, Econometric Society, vol. 91(2), pages 385-424, March.
    14. Limão, Nuno & Handley, Kyle, 2013. "Policy Uncertainty, Trade and Welfare: Theory and Evidence for China and the U.S," CEPR Discussion Papers 9615, C.E.P.R. Discussion Papers.
    15. Redding, Stephen J. & Turner, Matthew A., 2015. "Transportation Costs and the Spatial Organization of Economic Activity," Handbook of Regional and Urban Economics, in: Gilles Duranton & J. V. Henderson & William C. Strange (ed.), Handbook of Regional and Urban Economics, edition 1, volume 5, chapter 0, pages 1339-1398, Elsevier.
    16. Elhanan Helpman, 2014. "Foreign Trade and Investment: Firm-level Perspectives," Economica, London School of Economics and Political Science, vol. 81(321), pages 1-14, January.
    17. Thomas Sampson, 2016. "Dynamic Selection: An Idea Flows Theory of Entry, Trade, and Growth," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 131(1), pages 315-380.
    18. Redding, Stephen J., 2016. "Goods trade, factor mobility and welfare," Journal of International Economics, Elsevier, vol. 101(C), pages 148-167.
    19. Monika Mrázová & J. Peter Neary & Mathieu Parenti, 2021. "Sales and Markup Dispersion: Theory and Empirics," Econometrica, Econometric Society, vol. 89(4), pages 1753-1788, July.
    20. Jeremy Atack & Robert A. Margo & Paul W. Rhode, 2019. ""Automation" of Manufacturing in the Late Nineteenth Century: The Hand and Machine Labor Study," Journal of Economic Perspectives, American Economic Association, vol. 33(2), pages 51-70, Spring.
    21. Manova, Kalina & Berthou, Antoine & Sandoz, Charlotte & Chung, John Jong-Hyun, 2019. "Trade, Productivity and (Mis)allocation," CEPR Discussion Papers 14203, C.E.P.R. Discussion Papers.

    More about this item

    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:wly:canjec:v:54:y:2021:i:2:p:475-521. 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: Wiley Content Delivery (email available below). General contact details of provider: https://doi.org/10.1111/(ISSN)1540-5982 .

    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.