IDEAS home Printed from https://ideas.repec.org/a/eee/streco/v37y2016icp147-163.html

ICT intermediates and productivity spillovers—Evidence from German and US manufacturing sectors

Author

Listed:
  • Strobel, Thomas

Abstract

Recent pre-crisis growth accounting exercises attribute productivity growth accelerations to investments in information and communication technologies (ICT). Stylized facts about a growing US–EU productivity gap are confirmed for Germany, particularly showing no substantially economy-wide ICT effects for German sectors. Tracing the effect from ICT during 1991–2005, this study takes a different view by expanding the value-added concept to gross output including different types of intermediate inputs. The findings suggest that imported intermediate inputs played a more dominating role in Germany, particularly imported non-ICT and ICT materials. In the US, main drivers were domestically-produced non-ICT services and ICT materials, even though imported ICT materials were on the upraise post 1995. Moreover, German TFP growth experienced increasing returns to scale from domestically-produced ICT materials, while US TFP growth originated from imported ICT materials. It will be argued that these different productivity effects stem from different functions of ICT in the production process, which originated in the ICT-production sectors and were passed on to downstream sectors.

Suggested Citation

  • Strobel, Thomas, 2016. "ICT intermediates and productivity spillovers—Evidence from German and US manufacturing sectors," Structural Change and Economic Dynamics, Elsevier, vol. 37(C), pages 147-163.
  • Handle: RePEc:eee:streco:v:37:y:2016:i:c:p:147-163
    DOI: 10.1016/j.strueco.2016.04.003
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0954349X16300042
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.strueco.2016.04.003?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
    ---><---

    As the access to this document is restricted, you may want to

    for a different version of it.

    References listed on IDEAS

    as
    1. Charles R. Hulten, 1978. "Growth Accounting with Intermediate Inputs," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 45(3), pages 511-518.
    2. Pinelopi Koujianou Goldberg & Amit Kumar Khandelwal & Nina Pavcnik & Petia Topalova, 2010. "Imported Intermediate Inputs and Domestic Product Growth: Evidence from India," The Quarterly Journal of Economics, Oxford University Press, vol. 125(4), pages 1727-1767.
    3. Caselli, Francesco & Wilson, Daniel J., 2004. "Importing technology," Journal of Monetary Economics, Elsevier, vol. 51(1), pages 1-32, January.
    4. Marcel P. Timmer & Mary O’Mahony & Bart van Ark, 2007. "EU KLEMS Growth and Productivity Accounts: An Overview," International Productivity Monitor, Centre for the Study of Living Standards, vol. 14, pages 71-85, Spring.
    5. Ernst R. Berndt & Jack E. Triplett, 1991. "Introduction to "Fifty Years of Economic Measurement: The Jubilee of the Conference on Research in Income and Wealth"," NBER Chapters, in: Fifty Years of Economic Measurement: The Jubilee of the Conference on Research in Income and Wealth, pages 1-2, National Bureau of Economic Research, Inc.
    6. Norihiko Yamano & Nadim Ahmad, 2006. "The OECD Input-Output Database: 2006 Edition," OECD Science, Technology and Industry Working Papers 2006/8, OECD Publishing.
    7. repec:pri:cepsud:192goldberg is not listed on IDEAS
    8. Kevin J. Stiroh, 2002. "Information Technology and the U.S. Productivity Revival: What Do the Industry Data Say?," American Economic Review, American Economic Association, vol. 92(5), pages 1559-1576, December.
    9. Kevin J. Stiroh, 2002. "Are ICT Spillovers Driving the New Economy?," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 48(1), pages 33-57, March.
    10. Kasahara, Hiroyuki & Rodrigue, Joel, 2008. "Does the use of imported intermediates increase productivity? Plant-level evidence," Journal of Development Economics, Elsevier, vol. 87(1), pages 106-118, August.
    11. Aghion, Philippe & Howitt, Peter, 1992. "A Model of Growth through Creative Destruction," Econometrica, Econometric Society, vol. 60(2), pages 323-351, March.
    12. Van Biesebroeck, Johannes, 2008. "The Sensitivity of Productivity Estimates," Journal of Business & Economic Statistics, American Statistical Association, vol. 26, pages 311-328.
    13. Mary Amiti & Jozef Konings, 2007. "Trade Liberalization, Intermediate Inputs, and Productivity: Evidence from Indonesia," American Economic Review, American Economic Association, vol. 97(5), pages 1611-1638, December.
    14. Dale W. Jorgenson, 2001. "Information Technology and the U.S. Economy," Higher School of Economics Economic Journal Экономический журнал Высшей школы экономики, CyberLeninka;Федеральное государственное автономное образовательное учреждение высшего образования «Национальный исследовательский университет «Высшая школа экономики», vol. 5(1), pages 3-34.
    15. Dale W. Jorgenson, 1991. "Productivity and Economic Growth," NBER Chapters, in: Fifty Years of Economic Measurement: The Jubilee of the Conference on Research in Income and Wealth, pages 19-118, National Bureau of Economic Research, Inc.
    16. Ernst R. Berndt & Jack E. Triplett, 1991. "Fifty Years of Economic Measurement: The Jubilee of the Conference on Research in Income and Wealth," NBER Books, National Bureau of Economic Research, Inc, number bern91-1, January.
    17. Eric J. Bartelsman & J. Joseph Beaulieu, 2007. "A Consistent Accounting of US Productivity Growth," NBER Chapters, in: Hard-to-Measure Goods and Services: Essays in Honor of Zvi Griliches, pages 449-482, National Bureau of Economic Research, Inc.
    18. Oliner, Stephen D. & Sichel, Daniel E., 2003. "Information technology and productivity: where are we now and where are we going?," Journal of Policy Modeling, Elsevier, vol. 25(5), pages 477-503, July.
    19. Baltagi, Badi H. & Wu, Ping X., 1999. "Unequally Spaced Panel Data Regressions With Ar(1) Disturbances," Econometric Theory, Cambridge University Press, vol. 15(6), pages 814-823, December.
    20. Robert E. Yuskavage & Erich H. Strassner & Gabriel W. Medeiros, 2008. "Domestic Outsourcing and Imported Inputs in the U.s. Economy: Insights from Integrated Economic Accounts," BEA Papers 0090, Bureau of Economic Analysis.
    21. Pinelopi Koujianou Goldberg & Amit Kumar Khandelwal & Nina Pavcnik & Petia Topalova, 2010. "Imported Intermediate Inputs and Domestic Product Growth: Evidence from India," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 125(4), pages 1727-1767.
    22. Nobuo Kiriyama, 2011. "Trade in Information and Communications Technology and its Contribution to Trade and Innovation," OECD Trade Policy Papers 115, OECD Publishing.
    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. Nikeel Kumar & Ronald Ravinesh Kumar, 2020. "Relationship between ICT and international tourism demand: A study of major tourist destinations," Tourism Economics, , vol. 26(6), pages 908-925, September.
    2. Hongyu Long & Yan Wang & Anqi Wu & Xiang Zhang & Sergio Sammarchi & Jia Li & Chenyang Yu, 2025. "Does digitalization improve firm-level energy efficiency? Evidence from a quasi-natural experiment in China," Humanities and Social Sciences Communications, Palgrave Macmillan, vol. 12(1), pages 1-18, December.
    3. Orea, Luis & Álvarez, Inmaculada C., 2019. "Spatial Production Economics," Efficiency Series Papers 2019/06, University of Oviedo, Department of Economics, Oviedo Efficiency Group (OEG).
    4. Xu, Qiong & Zhong, Meirui & Li, Xin, 2022. "How does digitalization affect energy? International evidence," Energy Economics, Elsevier, vol. 107(C).
    5. Shahnazi, Rouhollah, 2021. "Do information and communications technology spillovers affect labor productivity?," Structural Change and Economic Dynamics, Elsevier, vol. 59(C), pages 342-359.
    6. Wang, Lianghu & Shao, Jun, 2023. "Digital economy, entrepreneurship and energy efficiency," Energy, Elsevier, vol. 269(C).
    7. Sawng, Yeong-wha & Kim, Pang-ryong & Park, JiYoung, 2021. "ICT investment and GDP growth: Causality analysis for the case of Korea," Telecommunications Policy, Elsevier, vol. 45(7).
    8. Hidemichi Fujii & Akihiko Shinozaki & Shigemi Kagawa & Shunsuke Managi, 2019. "How Does Information and Communication Technology Capital Affect Productivity in the Energy Sector? New Evidence from 14 Countries, Considering the Transition to Renewable Energy Systems," Energies, MDPI, vol. 12(9), pages 1-16, May.
    9. Elstner, Steffen & Grimme, Christian & Kecht, Valentin & Lehmann, Robert, 2022. "The diffusion of technological progress in ICT," European Economic Review, Elsevier, vol. 149(C).
    10. Ronald Ravinesh Kumar & Peter Josef Stauvermann & Nikeel Kumar & Syed Jawad Hussain Shahzad, 2019. "Exploring the effect of ICT and tourism on economic growth: a study of Israel," Economic Change and Restructuring, Springer, vol. 52(3), pages 221-254, August.
    11. Lin, Boqiang & Huang, Chenchen, 2023. "How will promoting the digital economy affect electricity intensity?," Energy Policy, Elsevier, vol. 173(C).
    12. Theo Santini & Ricardo Azevedo Araujo, 2021. "Productivity growth and sectoral interactions under Domar aggregation: a study for the Brazilian economy from 2000 to 2014," Journal of Economic Structures, Springer;Pan-Pacific Association of Input-Output Studies (PAPAIOS), vol. 10(1), pages 1-30, December.

    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. Thomas Strobel, 2012. "ICT Intermediates, Growth and Productivity Spillovers Evidence from Comparison of Growth Effects in German and US Manufacturing Sectors," ifo Working Paper Series 123, ifo Institute - Leibniz Institute for Economic Research at the University of Munich.
    2. Ahn, JaeBin & Choi, Moon Jung, 2020. "From firm-level imports to aggregate productivity: Evidence from Korean manufacturing firm data," Japan and the World Economy, Elsevier, vol. 56(C).
    3. Patricia Augier & Olivier Cadot & Marion Dovis, 2013. "Imports and TFP at the firm level: the role of absorptive capacity," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 46(3), pages 956-981, August.
    4. Oliner, Stephen D. & Sichel, Daniel E. & Stiroh, Kevin J., 2008. "Explaining a productive decade," Journal of Policy Modeling, Elsevier, vol. 30(4), pages 633-673.
    5. Seref Saygili & Cengiz Cihan & Cihan Yalcin & Turknur Hamsici, 2010. "Turkiye Imalat Sanayiin Ithalat Yapisi," Working Papers 1002, Research and Monetary Policy Department, Central Bank of the Republic of Turkey.
    6. Jan, Grobovsek, 2013. "Development Accounting Within Intermediate Goods," SIRE Discussion Papers 2013-42, Scottish Institute for Research in Economics (SIRE).
    7. Arup Mitra & Chandan Sharma, 2025. "Technological Effects on Employment and Productivity in Developing World: Domestic Versus Imported Expertise," The Indian Journal of Labour Economics, Springer;The Indian Society of Labour Economics (ISLE), vol. 68(2), pages 511-540, June.
    8. Kichun Kang, 2022. "Import Variety and Productivity: Positive or Negative?," Korean Economic Review, Korean Economic Association, vol. 38, pages 43-72.
    9. Juan A. Sanchis Llopis & Silviano Juan A. Mañez Castillejo & Andrés Mauricio Gómez-Sánchez, 2022. "The dynamic linkages between exporting and importing in Colombian manufacturing," Working Papers 2203, Department of Applied Economics II, Universidad de Valencia.
    10. Marco Grazzi & Nanditha Mathew & Daniele Moschella, 2021. "Making one’s own way: jumping ahead in the capability space and exporting among Indian firms," Journal of Evolutionary Economics, Springer, vol. 31(3), pages 931-957, July.
    11. R. Rijesh, 2021. "Liberalization, Import of Capital Goods, and Industrial Exports: Evidence from Indian Manufacturing Sectors," Global Journal of Emerging Market Economies, Emerging Markets Forum, vol. 13(1), pages 81-103, January.
    12. Luke Emeka Okafor & Mita Bhattacharya & Harry Bloch, 2017. "Imported Intermediates, Absorptive Capacity and Productivity: Evidence from Ghanaian Manufacturing Firms," The World Economy, Wiley Blackwell, vol. 40(2), pages 369-392, February.
    13. Jan Grobovsek, 2013. "Development Accounting with Intermediate Goods," Edinburgh School of Economics Discussion Paper Series 223, Edinburgh School of Economics, University of Edinburgh.
    14. Marco Grazzi & Nanditha Mathew & Daniele Moschella, 2017. "Efficiency, innovation, and imported inputs: determinants of export performance among Indian manufacturing firms," LEM Papers Series 2017/09, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.
    15. Eyayu Tesfaye Mulugeta & Måns Söderbom, 2024. "Imported inputs and firm productivity: does foreign ownership matter?," International Economics and Economic Policy, Springer, vol. 21(3), pages 685-704, July.
    16. Ronald Ravinesh Kumar & Peter Josef Stauvermann & Nikeel Kumar & Syed Jawad Hussain Shahzad, 2019. "Exploring the effect of ICT and tourism on economic growth: a study of Israel," Economic Change and Restructuring, Springer, vol. 52(3), pages 221-254, August.
    17. Liu, Qing & Qiu, Larry D., 2016. "Intermediate input imports and innovations: Evidence from Chinese firms' patent filings," Journal of International Economics, Elsevier, vol. 103(C), pages 166-183.
    18. Federico Biagi, 2013. "ICT and Productivity: A Review of the Literature," JRC Working Papers on Digital Economy 2013-09, Joint Research Centre.
    19. Harchaoui, Tarek Tarkhani, Faouzi, 2004. "Qu'est-il advenu de la croissance économique et de la productivité au Canada et aux États-Unis à l'ère de l'information?," Série de documents de recherche sur l'analyse économique (AE) 2004025f, Statistics Canada, Direction des études analytiques.
    20. László Halpern & Miklós Koren & Adam Szeidl, 2015. "Imported Inputs and Productivity," American Economic Review, American Economic Association, vol. 105(12), pages 3660-3703, December.

    More about this item

    Keywords

    ;
    ;
    ;
    ;
    ;

    JEL classification:

    • C23 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Models with Panel Data; Spatio-temporal Models
    • C43 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods: Special Topics - - - Index Numbers and Aggregation
    • L16 - Industrial Organization - - Market Structure, Firm Strategy, and Market Performance - - - Industrial Organization and Macroeconomics; Macroeconomic Industrial Structure
    • L23 - Industrial Organization - - Firm Objectives, Organization, and Behavior - - - Organization of Production
    • L60 - Industrial Organization - - Industry Studies: Manufacturing - - - General
    • O33 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Technological Change: Choices and Consequences; Diffusion Processes
    • 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:eee:streco:v:37:y:2016:i:c:p:147-163. 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: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/inca/525148 .

    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.