IDEAS home Printed from https://ideas.repec.org/a/eee/streco/v65y2023icp101-110.html
   My bibliography  Save this article

The impact of e-commerce and R&D on firm-level production in China: Evidence from manufacturing sector

Author

Listed:
  • Zhu, Facang
  • Shi, Qiule
  • Balezentis, Tomas
  • Zhang, Chonghui

Abstract

E-commerce provides opportunities to extend the market and plays a vital role in modern economy. However, its implementation often requires high-level technical infrastructure. This study regards both e-commerce and R&D as input factors and analyses their impact on firm output in the manufacturing sector of China. We find that e-commerce capital stocks and R&D capital stocks have a significant positive effect on the output growth, with R&D being more influential than e-commerce. Meanwhile, the inter-industry network externalities of e-commerce capital stocks have a significant positive impact on production growth. Still, the intra-industry network externalities of e-commerce capital stocks are significantly negative, which means online purchase and sales through e-commerce may induce product imitation (i.e., business stealing) and, thus, reduce output for certain companies in the industry. These findings suggest that R&D and favourable external innovation environment are the key factors for enhancing enterprise production levels.

Suggested Citation

  • Zhu, Facang & Shi, Qiule & Balezentis, Tomas & Zhang, Chonghui, 2023. "The impact of e-commerce and R&D on firm-level production in China: Evidence from manufacturing sector," Structural Change and Economic Dynamics, Elsevier, vol. 65(C), pages 101-110.
  • Handle: RePEc:eee:streco:v:65:y:2023:i:c:p:101-110
    DOI: 10.1016/j.strueco.2023.02.008
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0954349X23000231
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.strueco.2023.02.008?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 search for a different version of it.

    References listed on IDEAS

    as
    1. Marcin Relich, 2017. "The impact of ICT on labor productivity in the EU," Information Technology for Development, Taylor & Francis Journals, vol. 23(4), pages 706-722, October.
    2. Irene Bertschek & Helmut Fryges & Ulrich Kaiser, 2006. "B2B or Not to Be: Does B2B E-Commerce Increase Labour Productivity?," International Journal of the Economics of Business, Taylor & Francis Journals, vol. 13(3), pages 387-405.
    3. Stephen D. Oliner & Daniel E. Sichel, 2000. "The Resurgence of Growth in the Late 1990s: Is Information Technology the Story?," Journal of Economic Perspectives, American Economic Association, vol. 14(4), pages 3-22, Fall.
    4. Gary Madden & Grant Coble–Neal, 2002. "Internet Economics and Policy: An Australian Perspective," The Economic Record, The Economic Society of Australia, vol. 78(242), pages 343-357, September.
    5. Néstor Duch-Brown & Bertin Martens, 2018. "A new perspective on the exporter productivity premium: online trade," Applied Economics Letters, Taylor & Francis Journals, vol. 25(14), pages 989-993, August.
    6. repec:use:tkiwps:2929 is not listed on IDEAS
    7. Lee, Dongyeol, 2016. "Role of R&D in the productivity growth of Korean industries: Technology gap and business cycle," Journal of Asian Economics, Elsevier, vol. 45(C), pages 31-45.
    8. Dongyeol Lee, 2020. "The role of R&D and input trade in productivity growth: innovation and technology spillovers," The Journal of Technology Transfer, Springer, vol. 45(3), pages 908-928, June.
    9. Jacques Mairesse & Mohamed Sassenou, 1991. "R&D Productivity: A Survey of Econometric Studies at the Firm Level," NBER Working Papers 3666, National Bureau of Economic Research, Inc.
    10. Baumann, Julian & Kritikos, Alexander S., 2016. "The link between R&D, innovation and productivity: Are micro firms different?," Research Policy, Elsevier, vol. 45(6), pages 1263-1274.
    11. David Lucking-Reiley & Daniel F. Spulber, 2001. "Business-to-Business Electronic Commerce," Journal of Economic Perspectives, American Economic Association, vol. 15(1), pages 55-68, Winter.
    12. Yi Che & Lei Zhang, 2018. "Human Capital, Technology Adoption and Firm Performance: Impacts of China's Higher Education Expansion in the Late 1990s," Economic Journal, Royal Economic Society, vol. 128(614), pages 2282-2320, September.
    13. Madden, Gary G & Coble-Neal, Grant, 2002. "Internet economics and policy: An Australian perspective," MPRA Paper 10686, University Library of Munich, Germany.
    14. Ugur, Mehmet & Trushin, Eshref & Solomon, Edna & Guidi, Francesco, 2016. "R&D and productivity in OECD firms and industries: A hierarchical meta-regression analysis," Research Policy, Elsevier, vol. 45(10), pages 2069-2086.
    15. Constantinos Tsamadias & Panagiotis Pegkas & Emmanuel Mamatzakis & Christos Staikouras, 2019. "Does R&D, human capital and FDI matter for TFP in OECD countries?," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 28(4), pages 386-406, May.
    16. Chen, Yun Chu & Fang, Shu-Cherng & Wen, Ue-Pyng, 2013. "Pricing policies for substitutable products in a supply chain with Internet and traditional channels," European Journal of Operational Research, Elsevier, vol. 224(3), pages 542-551.
    17. Robert E. Litan & Alice M. Rivlin, 2001. "Projecting the Economic Impact of the Internet," American Economic Review, American Economic Association, vol. 91(2), pages 313-317, May.
    18. Hall, Bronwyn H. & Mairesse, Jacques, 1995. "Exploring the relationship between R&D and productivity in French manufacturing firms," Journal of Econometrics, Elsevier, vol. 65(1), pages 263-293, January.
    19. Minasian, Jora R, 1969. "Research and Development, Production Functions, and Rates of Return," American Economic Review, American Economic Association, vol. 59(2), pages 80-85, May.
    20. Zouaghi, Ferdaous & Sánchez, Mercedes & Martínez, Marian García, 2018. "Did the global financial crisis impact firms' innovation performance? The role of internal and external knowledge capabilities in high and low tech industries," Technological Forecasting and Social Change, Elsevier, vol. 132(C), pages 92-104.
    21. Mitze, Timo & Naveed, Amjad & Ahmad, Nisar, 2016. "International, intersectoral, or unobservable? Measuring R&D spillovers under weak and strong cross-sectional dependence," Journal of Macroeconomics, Elsevier, vol. 50(C), pages 259-272.
    22. Bronwyn H. Hall & Francesca Lotti & Jacques Mairesse, 2013. "Evidence on the impact of R&D and ICT investments on innovation and productivity in Italian firms," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 22(3), pages 300-328, April.
    23. Noh-Sun Kwark & Yong-Sang Shyn, 2006. "International R&D spillovers revisited: Human capital as an absorptive capacity for foreign technology," International Economic Journal, Taylor & Francis Journals, vol. 20(2), pages 179-196.
    24. repec:bla:ecorec:v:78:y:2002:i:242:p:343-57 is not listed on IDEAS
    25. Severin Borenstein & Garth Saloner, 2001. "Economics and Electronic Commerce," Journal of Economic Perspectives, American Economic Association, vol. 15(1), pages 3-12, Winter.
    26. Bogliacino, Francesco & Pianta, Mario, 2011. "Engines of growth. Innovation and productivity in industry groups," Structural Change and Economic Dynamics, Elsevier, vol. 22(1), pages 41-53, February.
    27. Katz, Michael L & Shapiro, Carl, 1985. "Network Externalities, Competition, and Compatibility," American Economic Review, American Economic Association, vol. 75(3), pages 424-440, June.
    28. Yang, Zhuofan & Shi, Yong & Yan, Hong, 2017. "Analysis on pure e-commerce congestion effect, productivity effect and profitability in China," Socio-Economic Planning Sciences, Elsevier, vol. 57(C), pages 35-49.
    29. Jong-Rong Chen & Chih-Hai Yang, 2005. "Technological knowledge, spillover and productivity: evidence from Taiwanese firm level panel data," Applied Economics, Taylor & Francis Journals, vol. 37(20), pages 2361-2371.
    30. Pierre Mohnen & Bronwyn Hall, 2013. "Innovation and Productivity: An Update," Eurasian Business Review, Springer;Eurasia Business and Economics Society, vol. 3(1), pages 47-65, June.
    31. Tatjana Stevanoviæ & Maja Ivanoviæ-Ðukiæ & Tamara Raðenoviæ & Ognjen Radoviæ, 2018. "The impact of national intellectual capital on the economic growth in the South-Eastern European Countries," Zbornik radova Ekonomskog fakulteta u Rijeci/Proceedings of Rijeka Faculty of Economics, University of Rijeka, Faculty of Economics and Business, vol. 36(2), pages 777-800.
    32. Ulrich Doraszelski & Jordi Jaumandreu, 2013. "R&D and Productivity: Estimating Endogenous Productivity," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 80(4), pages 1338-1383.
    33. James Levinsohn & Amil Petrin, 2003. "Estimating Production Functions Using Inputs to Control for Unobservables," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 70(2), pages 317-341.
    34. Nicholas Apergis & Claire Economidou & Ioannis Filippidis, 2008. "Innovation, Technology Transfer and Labor Productivity Linkages: Evidence from a Panel of Manufacturing Industries," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 144(3), pages 491-508, October.
    35. Koutroumpis, Pantelis & Leiponen, Aija & Thomas, Llewellyn D.W., 2020. "Small is big in ICT: The impact of R&D on productivity," Telecommunications Policy, Elsevier, vol. 44(1).
    36. Argilés-Bosch, Josep Mª & Ravenda, Diego & Garcia-Blandón, Josep, 2021. "E-commerce and labour tax avoidance," CRITICAL PERSPECTIVES ON ACCOUNTING, Elsevier, vol. 81(C).
    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. Yonghu Zhang & Yifeng Zhang, 2024. "The Influence of Digital Literacy on the Phenomenon of Deviation between Farmers’ E-Commerce Sales Willingness and Behavior: Evidence from Rural China," Sustainability, MDPI, vol. 16(7), pages 1-22, April.
    2. Dong, Weiwei & Niu, XiaoQin & Nassani, Abdelmohsen A. & Naseem, Imran & Zaman, Khalid, 2024. "E-commerce mineral resource footprints: Investigating drivers for sustainable mining development," Resources Policy, Elsevier, vol. 89(C).
    3. Zhang, Chonghui & Li, Xiangwen & Sun, Yunfei & Chen, Ji & Streimikiene, Dalia, 2023. "Policy modeling consistency analysis during energy crises: Evidence from China's coal power policy," Technological Forecasting and Social Change, Elsevier, vol. 197(C).

    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. Liu, Ting-Kun & Chen, Jong-Rong & Huang, Cliff C.J. & Yang, Chih-Hai, 2013. "E-commerce, R&D, and productivity: Firm-level evidence from Taiwan," Information Economics and Policy, Elsevier, vol. 25(4), pages 272-283.
    2. Davide Castellani & Mariacristina Piva & Torben Schubert & Marco Vivarelli, 2018. "The source of the US /EU Productivity Gap:Less and less effective R&D," LEM Papers Series 2018/16, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.
    3. Castellani, Davide & Piva, Mariacristina & Schubert, Torben & Vivarelli, Marco, 2019. "R&D and productivity in the US and the EU: Sectoral specificities and differences in the crisis," Technological Forecasting and Social Change, Elsevier, vol. 138(C), pages 279-291.
    4. Audretsch, David & Hafenstein, Marian & Kritikos, Alexander S. & Schiersch, Alexander, 2018. "Firm Size and Innovation in the Service Sector," IZA Discussion Papers 12035, Institute of Labor Economics (IZA).
    5. Ryota Nakatani, 2024. "Multifactor productivity growth enhancers across industries and countries: firm-level evidence," Eurasian Business Review, Springer;Eurasia Business and Economics Society, vol. 14(2), pages 401-446, June.
    6. Jaan Masso & Amaresh K Tiwari, 2021. "Productivity Implications Of R&D, Innovation And Capital Accumulation For Incumbents And Entrants: The Case Of Estonia," University of Tartu - Faculty of Economics and Business Administration Working Paper Series 130, Faculty of Economics and Business Administration, University of Tartu (Estonia).
    7. Kancs, d’Artis & Siliverstovs, Boriss, 2016. "R&D and non-linear productivity growth," Research Policy, Elsevier, vol. 45(3), pages 634-646.
    8. Ugur, Mehmet & Trushin, Eshref & Solomon, Edna & Guidi, Francesco, 2016. "R&D and productivity in OECD firms and industries: A hierarchical meta-regression analysis," Research Policy, Elsevier, vol. 45(10), pages 2069-2086.
    9. Raquel Ortega‐Argilés & Mariacristina Piva & Marco Vivarelli, 2014. "The transatlantic productivity gap: Is R&D the main culprit?," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 47(4), pages 1342-1371, November.
    10. Eric J. Bartelsman & Martin Falk & Eva Hagsten & Michael Polder, 2019. "Productivity, technological innovations and broadband connectivity: firm-level evidence for ten European countries," Eurasian Business Review, Springer;Eurasia Business and Economics Society, vol. 9(1), pages 25-48, March.
    11. Harrison, Rupert & Jaumandreu, Jordi & Mairesse, Jacques & Peters, Bettina, 2014. "Does innovation stimulate employment? A firm-level analysis using comparable micro-data from four European countries," International Journal of Industrial Organization, Elsevier, vol. 35(C), pages 29-43.
    12. Ugur, Mehment & Vivarelli, Marco, 2020. "The role of innovation in industrial dynamics and productivity growth: a survey of the literature," GLO Discussion Paper Series 648, Global Labor Organization (GLO).
    13. Burcu Fazlıoğlu & Başak Dalgıç & Ahmet Burçin Yereli, 2019. "The effect of innovation on productivity: evidence from Turkish manufacturing firms," Industry and Innovation, Taylor & Francis Journals, vol. 26(4), pages 439-460, April.
    14. Kaus, Wolfhard & Slavtchev, Viktor & Zimmermann, Markus, 2020. "Intangible capital and productivity: Firm-level evidence from German manufacturing," IWH Discussion Papers 1/2020, Halle Institute for Economic Research (IWH).
    15. Marie Le Mouel & Alexander Schiersch, 2020. "Knowledge-Based Capital and Productivity Divergence," Discussion Papers of DIW Berlin 1868, DIW Berlin, German Institute for Economic Research.
    16. Møen, Jarle, 2018. "Corporate returns to subsidized R&D projects: Direct grants vs tax credit financing," Discussion Papers 2018/9, Norwegian School of Economics, Department of Business and Management Science.
    17. Mehmet Ugur & Marco Vivarelli, 2021. "Innovation, firm survival and productivity: the state of the art," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 30(5), pages 433-467, July.
    18. Banholzer, Nicolas & Behrens, Vanessa & Feuerriegel, Stefan & Heinrich, Sebastian & Rammer, Christian & Schmoch, Ulrich & Seliger, Florian & Wörter, Martin, 2019. "Knowledge spillovers from product and process inventions in patents and their impact on firm performance. End report," ZEW Expertises, ZEW - Leibniz Centre for European Economic Research, number 222367, June.
    19. Ke-Liang Wang & Ting-Ting Sun & Ru-Yu Xu, 2023. "The impact of artificial intelligence on total factor productivity: empirical evidence from China’s manufacturing enterprises," Economic Change and Restructuring, Springer, vol. 56(2), pages 1113-1146, April.
    20. Mehmet Ugur & Marco Vivarelli, 2020. "Technology, industrial dynamics and productivity: a critical survey," DISCE - Quaderni del Dipartimento di Politica Economica dipe0011, Università Cattolica del Sacro Cuore, Dipartimenti e Istituti di Scienze Economiche (DISCE).

    More about this item

    Keywords

    E-commerce; R&D; Capital; Production;
    All these keywords.

    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:65:y:2023:i:c:p:101-110. 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.