IDEAS home Printed from https://ideas.repec.org/a/eee/tefoso/v182y2022ics0040162522003092.html
   My bibliography  Save this article

The effects of digital transformation on innovation and productivity: Firm-level evidence of South African manufacturing micro and small enterprises

Author

Listed:
  • Gaglio, Cyrielle
  • Kraemer-Mbula, Erika
  • Lorenz, Edward

Abstract

This paper studies the relationships among the use of digital communication technologies, innovation performance and productivity, using an extended version of the Crepon-Duguet-Mairesse (1998) model, for a sample of micro and small enterprises (MSEs) in a middle-income country, South Africa. Based on the results of an original survey carried out in 2019, we investigate these links for a sample of 711 manufacturing MSEs located in Johannesburg. We estimate the relationships sequentially, firstly estimating the relationship between digitalization and innovation, and secondly the relationship between innovation and productivity. Our results show that selected digital communication technologies including the use of social media and of a business mobile phone for surfing the internet have a positive effect on innovation, and that innovation conditional on the use of these technologies has a positive effect on labor productivity. The findings suggest that public programs aimed at fostering inclusive digitalization must consider the types of digital technologies that are most accessible and beneficial to small firms, including those operating informally.

Suggested Citation

  • Gaglio, Cyrielle & Kraemer-Mbula, Erika & Lorenz, Edward, 2022. "The effects of digital transformation on innovation and productivity: Firm-level evidence of South African manufacturing micro and small enterprises," Technological Forecasting and Social Change, Elsevier, vol. 182(C).
  • Handle: RePEc:eee:tefoso:v:182:y:2022:i:c:s0040162522003092
    DOI: 10.1016/j.techfore.2022.121785
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0040162522003092
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.techfore.2022.121785?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. Edward Lorenz & Erika Kraemer-Mbula, & Lotta Takala-Greenish & Oluseye Jegede & Tukur Garba & Musambya Mutambala & Timothy Esemu, 2019. "Are African micro and small enterprises misunderstood? Unpacking the relationship between work organisation, capability development and innovation," Post-Print hal-01940597, HAL.
    2. Martin Srholec, 2011. "A multilevel analysis of innovation in developing countries ," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 20(6), pages 1539-1569, December.
    3. de Mel, Suresh & McKenzie, David & Woodruff, Christopher, 2009. "Innovative Firms or Innovative Owners? Determinants of Innovation in Micro, Small, and Medium Enterprises," IZA Discussion Papers 3962, Institute of Labor Economics (IZA).
    4. repec:adr:anecst:y:2005:i:79-80:p:20 is not listed on IDEAS
    5. Edward Lorenz & Erika Kraemer-Mbula, & Lotta Takala-Greenish & Oluseye Jegede & Turkur Garba & Musambya Mutambala, 2019. "Are African micro- and small enterprises misunderstood? Unpacking the relationship between work organisation, capability development and innovation," Post-Print hal-02396448, HAL.
    6. Crespi, Gustavo & Zuniga, Pluvia, 2012. "Innovation and Productivity: Evidence from Six Latin American Countries," World Development, Elsevier, vol. 40(2), pages 273-290.
    7. Bertschek, Irene & Cerquera, Daniel & Klein, Gordon J., 2011. "More bits - more bucks? Measuring the impact of broadband internet on firm performance," ZEW Discussion Papers 11-032, ZEW - Leibniz Centre for European Economic Research.
    8. Wagner, Joachim, 2006. "International Firm Activities and Innovation: Evidence from Knowledge Production Functions for German Firms," HWWA Discussion Papers 344, Hamburg Institute of International Economics (HWWA).
    9. David H. Autor & Frank Levy & Richard J. Murnane, 2003. "The Skill Content of Recent Technological Change: An Empirical Exploration," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 118(4), pages 1279-1333.
    10. Bruno Crepon & Emmanuel Duguet & Jacques Mairesse, 1998. "Research, Innovation And Productivity: An Econometric Analysis At The Firm Level," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 7(2), pages 115-158.
    11. Michael Polder & George van Leeuwen & Pierre Mohnen & Wladimir Raymond, 2010. "Product, Process and Organizational Innovation: Drivers, Complementarity and Productivity Effects," DRUID Working Papers 10-24, DRUID, Copenhagen Business School, Department of Industrial Economics and Strategy/Aalborg University, Department of Business Studies.
    12. Jensen, Morten Berg & Johnson, Bjorn & Lorenz, Edward & Lundvall, Bengt Ake, 2007. "Forms of knowledge and modes of innovation," Research Policy, Elsevier, vol. 36(5), pages 680-693, June.
    13. Diego Aboal & Ezequiel Tacsir, 2018. "Innovation and productivity in services and manufacturing: the role of ICT," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 27(2), pages 221-241.
    14. Zvi Griliches, 1998. "Issues in Assessing the Contribution of Research and Development to Productivity Growth," NBER Chapters, in: R&D and Productivity: The Econometric Evidence, pages 17-45, National Bureau of Economic Research, Inc.
    15. Rachel Griffith & Elena Huergo & Jacques Mairesse & Bettina Peters, 2006. "Innovation and Productivity Across Four European Countries," Oxford Review of Economic Policy, Oxford University Press and Oxford Review of Economic Policy Limited, vol. 22(4), pages 483-498, Winter.
    16. Jacques Mairesse & Pierre Mohnen & Elizabeth Kremp, 2005. "The Importance of R&D and Innovation for Productivity: A Reexamination in Light of the 2000 French Innovation Survey," Annals of Economics and Statistics, GENES, issue 79-80, pages 487-527.
    17. Muninger, Marie-Isabelle & Hammedi, Wafa & Mahr, Dominik, 2019. "The value of social media for innovation: A capability perspective," Journal of Business Research, Elsevier, vol. 95(C), pages 116-127.
    18. Sandra E. Black & Lisa M. Lynch, 2001. "How To Compete: The Impact Of Workplace Practices And Information Technology On Productivity," The Review of Economics and Statistics, MIT Press, vol. 83(3), pages 434-445, August.
    19. Carl Dahlman & Sam Mealy & Martin Wermelinger, 2016. "Harnessing the digital economy for developing countries," OECD Development Centre Working Papers 334, OECD Publishing.
    20. Crespi, G. & Tacsir, E. & Vargas, F., 2014. "Innovation and productivity in services: Empirical evidence from Latin America," MERIT Working Papers 2014-069, United Nations University - Maastricht Economic and Social Research Institute on Innovation and Technology (MERIT).
    21. Fagerberg, Jan & Srholec, Martin & Verspagen, Bart, 2010. "Innovation and Economic Development," 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 833-872, Elsevier.
    22. Goedhuys, Micheline, 2007. "The impact of innovation activities on productivity and firm growth: evidence from Brazil," MERIT Working Papers 2007-002, United Nations University - Maastricht Economic and Social Research Institute on Innovation and Technology (MERIT).
    23. Bronwyn H. Hall, 2011. "Innovation and Productivity," NBER Working Papers 17178, National Bureau of Economic Research, Inc.
    24. Simon Commander & Rupert Harrison & Naercio Menezes-Filho, 2011. "ICT and Productivity in Developing Countries: New Firm-Level Evidence from Brazil and India," The Review of Economics and Statistics, MIT Press, vol. 93(2), pages 528-541, May.
    25. Fu, Xiaolan & Mohnen, Pierre & Zanello, Giacomo, 2018. "Innovation and productivity in formal and informal firms in Ghana," Technological Forecasting and Social Change, Elsevier, vol. 131(C), pages 315-325.
    26. Jacques Mairesse & Stéphane Robin, 2017. "Assessing measurement errors in the CDM research–innovation–productivity relationships," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 26(1-2), pages 93-107, February.
    27. Crepon, B. & Duguet, E. & Mairesse, J., 1998. "Research Investment, Innovation and Productivity: An Econometric Analysis at the Firm Level," Papiers d'Economie Mathématique et Applications 98.15, Université Panthéon-Sorbonne (Paris 1).
    28. Hans Loof & Almas Heshmati, 2006. "On the relationship between innovation and performance: A sensitivity analysis," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 15(4-5), pages 317-344.
    29. Bhimani, Hardik & Mention, Anne-Laure & Barlatier, Pierre-Jean, 2019. "Social media and innovation: A systematic literature review and future research directions," Technological Forecasting and Social Change, Elsevier, vol. 144(C), pages 251-269.
    30. Kevin J. Stiroh, 2005. "Reassessing the Impact of IT in the Production Function: A Meta-Analysis and Sensitivity Tests," Annals of Economics and Statistics, GENES, issue 79-80, pages 529-561.
    31. Edeh, Jude N. & Acedo, Francisco J., 2021. "External supports, innovation efforts and productivity: Estimation of a CDM model for small firms in developing countries," Technological Forecasting and Social Change, Elsevier, vol. 173(C).
    32. repec:adr:anecst:y:2005:i:79-80:p:19 is not listed on IDEAS
    33. Irma Booyens, 2011. "Are small, medium- and micro-sized enterprises engines of innovation? The reality in South Africa," Science and Public Policy, Oxford University Press, vol. 38(1), pages 67-78, February.
    34. Ballestar, María Teresa & Díaz-Chao, Ángel & Sainz, Jorge & Torrent-Sellens, Joan, 2020. "Knowledge, robots and productivity in SMEs: Explaining the second digital wave," Journal of Business Research, Elsevier, vol. 108(C), pages 119-131.
    35. Pierre Mohnen & Michael Polder & George van Leeuwen, 2018. "ICT, R&D and Organizational Innovation: Exploring Complementarities in Investment and Production," NBER Working Papers 25044, National Bureau of Economic Research, Inc.
    36. Erika Kraemer-Mbula & Edward Lorenz & Lotta Takala-Greenish & Oluseye Oladayo Jegede & Tukur Garba & Musambya Mutambala & Timothy Esemu, 2019. "Are African micro- and small enterprises misunderstood? Unpacking the relationship between work organisation, capability development and innovation," International Journal of Technological Learning, Innovation and Development, Inderscience Enterprises Ltd, vol. 11(1), pages 1-30.
    37. Roberto Álvarez, 2016. "The Impact of R&D and ICT Investment on Innovation and Productivity in Chilean Firms," Working Papers wp428, University of Chile, Department of Economics.
    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. Ran Ma & Xiaodan Kong & Mianqing Wang & Xiangde Kong, 2023. "The Impact of Utility Model Patent Quality on Export Performance in China: A Moderated Mediation Effect Model," Sustainability, MDPI, vol. 15(10), pages 1-18, May.
    2. Radicic, Dragana & Petković, Saša, 2023. "Impact of digitalization on technological innovations in small and medium-sized enterprises (SMEs)," Technological Forecasting and Social Change, Elsevier, vol. 191(C).
    3. Martín-Rojas, Rodrigo & Garrido-Moreno, Aurora & García-Morales, Víctor J., 2023. "Social media use, corporate entrepreneurship and organizational resilience: A recipe for SMEs success in a post-Covid scenario," Technological Forecasting and Social Change, Elsevier, vol. 190(C).
    4. Zhuo, Chengfeng & Chen, Jin, 2023. "Can digital transformation overcome the enterprise innovation dilemma: Effect, mechanism and effective boundary," Technological Forecasting and Social Change, Elsevier, vol. 190(C).
    5. Zeng, Huixiang & Ran, Hangxin & Zhou, Qiong & Jin, Youliang & Cheng, Xu, 2022. "The financial effect of firm digitalization: Evidence from China," Technological Forecasting and Social Change, Elsevier, vol. 183(C).
    6. Gang Li & Mengyu Lu & Sen Lai & Yonghong Li, 2023. "Research on Power Battery Recycling in the Green Closed-Loop Supply Chain: An Evolutionary Game-Theoretic Analysis," Sustainability, MDPI, vol. 15(13), pages 1-18, July.
    7. Zhiying Ji & Tingyu Zhou & Qian Zhang, 2023. "The Impact of Digital Transformation on Corporate Sustainability: Evidence from Listed Companies in China," Sustainability, MDPI, vol. 15(3), pages 1-19, January.
    8. Zongguo Ma & Xueai Fan & Yanli Zhang & Beibei Hu, 2023. "Understanding the Influencing Factors of Enterprise Transformation and Upgrading Capability: A Case Study of the National Innovation Demonstration Zones, China," Sustainability, MDPI, vol. 15(3), pages 1-25, February.
    9. Cristina Nicolau & Eliza Nichifor & Daniel Munteanu & Oana Bărbulescu, 2022. "Decoding Business Potential for Digital Sustainable Entrepreneurship: What Romanian Entrepreneurs Think and Do for the Future," Sustainability, MDPI, vol. 14(20), pages 1-21, October.
    10. Li, Chengming & Huo, Peng & Wang, Zeyu & Zhang, Weiguang & Liang, Feiyan & Mardani, Abbas, 2023. "Digitalization generates equality? Enterprises’ digital transformation, financing constraints, and labor share in China," Journal of Business Research, Elsevier, vol. 163(C).
    11. Guo, Chenhao & Ke, Yun & Zhang, Jinkang, 2023. "Digital transformation along the supply chain," Pacific-Basin Finance Journal, Elsevier, vol. 80(C).
    12. Zhang, Ziqi & Su, Zhi & Tong, Fang, 2023. "Does digital transformation restrain corporate financialization? Evidence from China," Finance Research Letters, Elsevier, vol. 56(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. Crespi, Gustavo & Zuniga, Pluvia, 2012. "Innovation and Productivity: Evidence from Six Latin American Countries," World Development, Elsevier, vol. 40(2), pages 273-290.
    2. Cyrielle Gaglio & Erika Kraemer-Mbula & Edward Lorenz, 2022. "Digitalization, Innovation and Productivity in South African Micro and Small Enterprises," GREDEG Working Papers 2022-19, Groupe de REcherche en Droit, Economie, Gestion (GREDEG CNRS), Université Côte d'Azur, France.
    3. Jorge Antonio Rodríguez-Moreno & María Engracia Rochina-Barrachina, 2019. "ICT Use, Investments in R&D and Workers’ Training, Firms’ Productivity and Markups: The Case of Ecuadorian Manufacturing," The European Journal of Development Research, Palgrave Macmillan;European Association of Development Research and Training Institutes (EADI), vol. 31(4), pages 1063-1106, September.
    4. Bettina Peters & Rebecca Riley & Iulia Siedschlag & Priit Vahter & John McQuinn, 2018. "Internationalisation, innovation and productivity in services: evidence from Germany, Ireland and the United Kingdom," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 154(3), pages 585-615, August.
    5. 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.
    6. Diego Aboal & Ezequiel Tacsir, 2018. "Innovation and productivity in services and manufacturing: the role of ICT," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 27(2), pages 221-241.
    7. Morris, Diego M., 2018. "Innovation and productivity among heterogeneous firms," Research Policy, Elsevier, vol. 47(10), pages 1918-1932.
    8. 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).
    9. Wadho, Waqar & Chaudhry, Azam, 2022. "Innovation strategies and productivity growth in developing countries: Firm-level evidence from Pakistani manufacturers," Journal of Asian Economics, Elsevier, vol. 81(C).
    10. David B. Audretsch & Alexander S. Kritikos & Alexander Schiersch, 2020. "Microfirms and innovation in the service sector," Small Business Economics, Springer, vol. 55(4), pages 997-1018, December.
    11. 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.
    12. Adel Ben Khalifa, 2023. "Impact of research and development (R&D) and information, and communication technology (ICT) on innovation and productivity evidence from Tunisian manufacturing firms," Economics of Transition and Institutional Change, John Wiley & Sons, vol. 31(2), pages 341-361, April.
    13. 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).
    14. 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.
    15. Guisado-González, Manuel & Vila-Alonso, Mercedes & Guisado-Tato, Manuel, 2016. "Radical innovation, incremental innovation and training: Analysis of complementarity," Technology in Society, Elsevier, vol. 44(C), pages 48-54.
    16. Audretsch, David B. & Belitski, Maksim, 2020. "The role of R&D and knowledge spillovers in innovation and productivity," European Economic Review, Elsevier, vol. 123(C).
    17. Crespi G.A. & Tacsir E. & Vargas F., 2014. "Innovation dynamics and productivity : evidence for Latin America," MERIT Working Papers 2014-092, United Nations University - Maastricht Economic and Social Research Institute on Innovation and Technology (MERIT).
    18. Teimuraz Gogokhia & George Berulava, 2021. "Business environment reforms, innovation and firm productivity in transition economies," Eurasian Business Review, Springer;Eurasia Business and Economics Society, vol. 11(2), pages 221-245, June.
    19. Bettina Peters & Rebecca Riley & Iulia Siedschlag & Priit Vahter & John McQuinn, 2014. "Innovation and Productivity in Services: Evidence from Germany, Ireland and the United Kingdom," JRC Working Papers on Corporate R&D and Innovation 2014-04, Joint Research Centre.
    20. Ioannis Giotopoulos & Alexander S. Kritikos & Aggelos Tsakanikas, 2023. "A lasting crisis affects R&D decisions of smaller firms: the Greek experience," The Journal of Technology Transfer, Springer, vol. 48(4), pages 1161-1175, August.

    More about this item

    Keywords

    Digital communication technologies; Product and process innovations; Productivity; Micro and small enterprises; South Africa; Informal economy;
    All these keywords.

    JEL classification:

    • O14 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Industrialization; Manufacturing and Service Industries; Choice of Technology
    • O31 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Innovation and Invention: Processes and Incentives
    • O4 - Economic Development, Innovation, Technological Change, and Growth - - Economic Growth and Aggregate Productivity

    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:tefoso:v:182:y:2022:i:c:s0040162522003092. 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.sciencedirect.com/science/journal/00401625 .

    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.