IDEAS home Printed from https://ideas.repec.org/a/sls/ipmsls/v35y20182.html

Solving the Productivity Puzzle: The Role of Demand and the Promise of Digitization

Author

Listed:
  • Jaana Remes, Jan Mischke and Mekala Krishnan

Abstract

What is behind exceptionally weak productivity growth across many developed economies? We analyze seven countries (United States, Germany, France, UK, Italy, Spain, and Sweden) across six sectors (automotive, technology, retail, electric power, tourism, and finance) and examine supply and demand factors in the period from 2010 to 2014 compared to 2000 to 2004. For each sector, we combine economic analyses with McKinseys industry expertise to shed light on the microeconomic causes behind industry productivity performance. We find three waves collided to drive productivity growth across sectors: the waning of the impact of the 1990s information technology revolution; financial crisis aftereffects, including weak demand and uncertainty; and digital disruption which offers substantial opportunities to boost productivity growth but comes with lags and transition costs. We calculate that the first two waves dragged down productivity growth by 1.9 percentage points across countries since the mid-2000s, from 2.4 per cent to 0.5 per cent. As financial crisis aftereffects recede and more companies incorporate digital solutions, we expect productivity growth to recover, with productivity growth potential of at least 2 per cent per year across countries over the next decade.

Suggested Citation

  • Jaana Remes, Jan Mischke and Mekala Krishnan, 2018. "Solving the Productivity Puzzle: The Role of Demand and the Promise of Digitization," International Productivity Monitor, Centre for the Study of Living Standards, vol. 34, pages 28-51, Fall.
  • Handle: RePEc:sls:ipmsls:v:35:y:2018:2
    as

    Download full text from publisher

    File URL: http://www.csls.ca/ipm/35/Remes-Mischke-Krishnan.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. 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.
    2. David Byrne & Stephen D. Oliner & Daniel E. Sichel, 2017. "Prices of high-tech products, mismeasurement, and the pace of innovation," Business Economics, Palgrave Macmillan;National Association for Business Economics, vol. 52(2), pages 103-113, April.
    3. Taylor, John B., 2016. "Slow economic growth as a phase in a policy performance cycle," Journal of Policy Modeling, Elsevier, vol. 38(4), pages 649-655.
    4. Erik Brynjolfsson & Daniel Rock & Chad Syverson, 2018. "Artificial Intelligence and the Modern Productivity Paradox: A Clash of Expectations and Statistics," NBER Chapters, in: The Economics of Artificial Intelligence: An Agenda, pages 23-57, National Bureau of Economic Research, Inc.
    5. Jovanovic, Boyan & Rousseau, Peter L., 2005. "General Purpose Technologies," Handbook of Economic Growth, in: Philippe Aghion & Steven Durlauf (ed.), Handbook of Economic Growth, edition 1, volume 1, chapter 18, pages 1181-1224, Elsevier.
    6. Gustavo Adler & Romain A Duval & Davide Furceri & Sinem Kılıç Çelik & Ksenia Koloskova & Marcos Poplawski Ribeiro, 2017. "Gone with the Headwinds; Global Productivity," IMF Staff Discussion Notes 17/04, International Monetary Fund.
    7. Georg Erber & Ulrich Fritsche & Patrick Christian Harms, 2017. "The Global Productivity Slowdown: Diagnosis, Causes and Remedies," Intereconomics: Review of European Economic Policy, Springer;ZBW - Leibniz Information Centre for Economics;Centre for European Policy Studies (CEPS), vol. 52(1), pages 45-50, January.
    8. 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.
    9. Antonin Bergeaud & Gilbert Cette & Rémy Lecat, 2016. "Productivity Trends in Advanced Countries between 1890 and 2012," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 62(3), pages 420-444, September.
    10. Lewis, William W., 2004. "The Power of Productivity," University of Chicago Press Economics Books, University of Chicago Press, number 9780226476766.
    11. Scott R. Baker & Nicholas Bloom & Steven J. Davis, 2016. "Measuring Economic Policy Uncertainty," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 131(4), pages 1593-1636.
    12. Claudio Borio, 2017. "Secular stagnation or financial cycle drag?," Business Economics, Palgrave Macmillan;National Association for Business Economics, vol. 52(2), pages 87-98, April.
    13. David Neumark, 2018. "Employment effects of minimum wages," World of Labour, LISER, pages 1-6, December.
    14. Danny Yagan, 2019. "Employment Hysteresis from the Great Recession," Journal of Political Economy, University of Chicago Press, vol. 127(5), pages 2505-2558.
    15. David, Paul A., "undated". "COMPUTER AND DYNAMO: The Modern Productivity Paradox in a Not-Too Distant Mirror," Economic Research Papers 268373, University of Warwick - Department of Economics.
    16. Natalia A. Kolesnikova & Yang Liu, 2011. "Jobless recoveries: causes and consequences," The Regional Economist, Federal Reserve Bank of St. Louis, issue Apr, pages 18-19.
    17. Diego Anzoategui & Diego Comin & Mark Gertler & Joseba Martinez, 2019. "Endogenous Technology Adoption and R&D as Sources of Business Cycle Persistence," American Economic Journal: Macroeconomics, American Economic Association, vol. 11(3), pages 67-110, July.
    18. repec:iza:izawol:journl:y:2014:p:6 is not listed on IDEAS
    19. Michael A. Landesmann & Robert Stehrer, 2004. "Technology Diffusion, International Competition and Effective Demand," Revue d'Économie Industrielle, Programme National Persée, vol. 105(1), pages 23-46.
    20. Nicholas Bloom & Ian Wright & Jose Maria Barrero, 2016. "Short- and Long-run Uncertainty," 2016 Meeting Papers 1576, Society for Economic Dynamics.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Mustapha Douch & Terence Huw Edwards & Jan Van Hove & Janez Kren, 2021. "The Great Trade Collapse and the determinants of UK export margins: A cohort‐ and firm‐level matching approach," The World Economy, Wiley Blackwell, vol. 44(10), pages 2838-2857, October.
    2. Felix Roth, 2022. "The Productivity Puzzle: A Critical Assessment and an Outlook on the COVID-19 Crisis," Contributions to Economics, in: Intangible Capital and Growth, chapter 0, pages 1-16, Springer.
    3. Frank W. Geels & Jonatan Pinkse & Dimitri Zenghelis, 2021. "Productivity opportunities and risks in a transformative,low-carbon and digital age," Working Papers 009, The Productivity Institute.
    4. Wang, Weilong & Wang, Jianlong & Ye, Huiying & Wu, Haitao, 2024. "Polluted air, smarter factories? China's robot imports shed light on a potential link," Energy Economics, Elsevier, vol. 134(C).
    5. Yang, Kunyu & Kuang, Jinsong, 2025. "How artificial intelligence applications enhance enterprise green total factor productivity? A perspective on human-machine matching and labor skill structure," Economic Analysis and Policy, Elsevier, vol. 87(C), pages 926-947.
    6. Zhao, Yantong & Said, Rusmawati & Ismail, Normaz Wana & Hamzah, Hanny Zurina, 2024. "Impact of industrial robot on labour productivity: Empirical study based on industry panel data," Innovation and Green Development, Elsevier, vol. 3(2).
    7. Ana Martins & Tiago Domingues & Catarina Branco, 2018. "The Determinants of TFP Growth in the Portuguese Service Sector," GEE Papers 0114, Gabinete de Estratégia e Estudos, Ministério da Economia, revised Nov 2018.
    8. Nathalie Greenan & Silvia Napolitano & Imad El Hamma, 2022. "Technologies numériques, capacité d'apprentissage de l'organisation et l'innovation : résultats empiriques à l'échelle de l'UE à partir d'un ensemble de données combinées," Working Papers halshs-03941324, HAL.
    9. Nathalie Greenan & Silvia Napolitano, 2024. "Digital technologies, learning capacity of the organization and innovation: EU-wide empirical evidence from a combined dataset," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 33(3), pages 634-669.
    10. Wulong Gu & Michael Willox, 2018. "Productivity Growth in Canada and the United States: Recent Industry Trends and Potential Explanations," International Productivity Monitor, Centre for the Study of Living Standards, vol. 35, pages 73-94, Fall.
    11. Rossana Fulgenzi & Simone Gitto & Paolo Mancuso, 2024. "Information and communication technology and labour productivity growth: a production‐frontier approach," Annals of Operations Research, Springer, vol. 333(1), pages 123-156, February.
    12. Andreas Felsberger & Gerald Reiner, 2020. "Sustainable Industry 4.0 in Production and Operations Management: A Systematic Literature Review," Sustainability, MDPI, vol. 12(19), pages 1-39, September.
    13. Szunomár, Ágnes, 2019. "A digitális nagy ugrás. Lassulás és modernizációs stratégiaváltás Kínában [The great digital leap. Deceleration and a change in modernisation strategy in China]," Közgazdasági Szemle (Economic Review - monthly of the Hungarian Academy of Sciences), Közgazdasági Szemle Alapítvány (Economic Review Foundation), vol. 0(12), pages 1312-1346.
    14. Roth, Felix, 2021. "Das Produktivitätspuzzle: Eine kritische Bewertung," Edition HWWI: Chapters, in: Straubhaar, Thomas (ed.), Neuvermessung der Datenökonomie, volume 6, pages 61-82, Hamburg Institute of International Economics (HWWI).
    15. Wenxiang Peng & Yutao Lei & Xuan Zhang, 2023. "Analysis of China’s High-Carbon Manufacturing Industry’s Carbon Emissions in the Digital Process," Sustainability, MDPI, vol. 15(20), pages 1-35, October.
    16. Ruiyun Wanyan & Tongpu Zhao & Lingyan Suo & Gene C. Lai, 2025. "Digital transformation and total factor productivity in insurance companies: a catalyst or inhibitor?," The Geneva Papers on Risk and Insurance - Issues and Practice, Palgrave Macmillan;The Geneva Association, vol. 50(1), pages 142-184, January.
    17. Ashraf, Sania & P., Jithin & Slim, Skander & Najeeb, Roshen, 2023. "Global value chains and economic complexity index: Evidence from generalized panel quantile regression," Economic Analysis and Policy, Elsevier, vol. 80(C), pages 347-365.
    18. Rebecca Riley & Ana Rincon-Aznar & Lea Samek, 2018. "Below the Aggregate: A Sectoral Account of the UK Productivity Puzzle," Economic Statistics Centre of Excellence (ESCoE) Discussion Papers ESCoE DP-2018-06, Economic Statistics Centre of Excellence (ESCoE).

    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. Ian Goldin & Pantelis Koutroumpis & François Lafond & Julian Winkler, 2024. "Why Is Productivity Slowing Down?," Journal of Economic Literature, American Economic Association, vol. 62(1), pages 196-268, March.
    2. Feld, Lars P. & Schmidt, Christoph M. & Schnabel, Isabel & Truger, Achim & Wieland, Volker, 2019. "Den Strukturwandel meistern. Jahresgutachten 2019/20 [Dealing with Structural Change. Annual Report 2019/20]," Annual Economic Reports / Jahresgutachten, German Council of Economic Experts / Sachverständigenrat zur Begutachtung der gesamtwirtschaftlichen Entwicklung, volume 127, number 201920.
    3. John Fernald, 2018. "Is Slow Productivity and Output Growth in Advanced Economies the New Normal?," International Productivity Monitor, Centre for the Study of Living Standards, vol. 35, pages 138-148, Fall.
    4. Venturini, Francesco, 2022. "Intelligent technologies and productivity spillovers: Evidence from the Fourth Industrial Revolution," Journal of Economic Behavior & Organization, Elsevier, vol. 194(C), pages 220-243.
    5. Uwe Cantner & Holger Graf & Ekaterina Prytkova & Simone Vannuccini, 2018. "The Compositional Nature of Productivity and Innovation Slowdown," Jena Economics Research Papers 2018-006, Friedrich-Schiller-University Jena.
    6. Thomas Philippon, 2022. "Additive Growth," NBER Working Papers 29950, National Bureau of Economic Research, Inc.
    7. Pinchetti, Marco, 2020. "What Is Driving The TFP Slowdown? Insights From a Schumpeterian DSGE Model," MPRA Paper 98316, University Library of Munich, Germany.
    8. Naudé, Wim & Nagler, Paula, 2022. "The Ossified Economy: The Case of Germany, 1870-2020," IZA Discussion Papers 15607, IZA Network @ LISER.
    9. Czarnitzki, Dirk & Fernández, Gastón P. & Rammer, Christian, 2023. "Artificial intelligence and firm-level productivity," Journal of Economic Behavior & Organization, Elsevier, vol. 211(C), pages 188-205.
    10. Anastasios Evgenidis & Apostolos Fasianos, 2025. "AI news shocks and the macroeconomy: evidence from UK patent data," IFS Working Papers W25/48, Institute for Fiscal Studies.
    11. Fabio Pieri & Michela Vecchi & Francesco Venturini, 2017. "Modelling the joint impact of R and D and ICT on productivity: A frontier analysis approach," DEM Working Papers 2017/13, Department of Economics and Management.
    12. Ajay Agrawal & Joshua Gans & Avi Goldfarb, 2019. "Economic Policy for Artificial Intelligence," Innovation Policy and the Economy, University of Chicago Press, vol. 19(1), pages 139-159.
    13. Garga, Vaishali & Singh, Sanjay R., 2021. "Output hysteresis and optimal monetary policy," Journal of Monetary Economics, Elsevier, vol. 117(C), pages 871-886.
    14. Maarten De Ridder, 2024. "Market Power and Innovation in the Intangible Economy," American Economic Review, American Economic Association, vol. 114(1), pages 199-251, January.
    15. Ufuk Akcigit & Sina T. Ates, 2021. "Ten Facts on Declining Business Dynamism and Lessons from Endogenous Growth Theory," American Economic Journal: Macroeconomics, American Economic Association, vol. 13(1), pages 257-298, January.
    16. Gianluca Benigno & Luca Fornaro & Martin Wolf, 2019. "The global financial resource curse," Economics Working Papers 1803, Department of Economics and Business, Universitat Pompeu Fabra, revised Aug 2024.
    17. Cui, Chuantao & Li, Leona Shao-Zhi, 2023. "Trade policy uncertainty and new firm entry: Evidence from China," Journal of Development Economics, Elsevier, vol. 163(C).
    18. Naudé, Wim & Nagler, Paula, 2021. "The Rise and Fall of German Innovation," IZA Discussion Papers 14154, IZA Network @ LISER.
    19. Kemnitz, Alexander & Knoblach, Michael, 2020. "Endogenous sigma-augmenting technological change: An R&D-based approach," CEPIE Working Papers 02/20, Technische Universität Dresden, Center of Public and International Economics (CEPIE).
    20. Jason Furman & Robert Seamans, 2019. "AI and the Economy," Innovation Policy and the Economy, University of Chicago Press, vol. 19(1), pages 161-191.

    More about this item

    Keywords

    ;
    ;
    ;
    ;

    JEL classification:

    • L86 - Industrial Organization - - Industry Studies: Services - - - Information and Internet Services; Computer Software
    • O47 - Economic Development, Innovation, Technological Change, and Growth - - Economic Growth and Aggregate Productivity - - - Empirical Studies of Economic Growth; Aggregate Productivity; Cross-Country Output Convergence

    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:sls:ipmsls:v:35:y:2018:2. 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: CSLS The email address of this maintainer does not seem to be valid anymore. Please ask CSLS to update the entry or send us the correct address (email available below). General contact details of provider: https://edirc.repec.org/data/cslssca.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.