IDEAS home Printed from https://ideas.repec.org/a/gam/jsusta/v13y2021i23p12972-d685956.html
   My bibliography  Save this article

Is There Any Difference in the Impact of Digital Transformation on the Quantity and Efficiency of Enterprise Technological Innovation? Taking China’s Agricultural Listed Companies as an Example

Author

Listed:
  • Haihua Liu

    (School of Business, Hunan Institute of Technology, Hengyang 421002, China)

  • Peng Wang

    (College of Computer Science and Engineering, Hunan Institute of Technology, Hengyang 421002, China)

  • Zejun Li

    (College of Computer Science and Engineering, Hunan Institute of Technology, Hengyang 421002, China)

Abstract

The effect of digital transformation on enterprise technological innovation is reflected in quantity and quality, which may show heterogeneity. In this regard, this paper uses the data of China’s A-share agricultural listed companies from 2015 to 2020 to compare the differential impact of enterprise digital transformation from the perspective of quantity and quality of technological innovation. Firstly, the Tobit model is used to test whether there are differences in the impact of digital transformation on the quantity and quality of technological innovation of agricultural enterprises, and heterogeneity is tested according to the nature of enterprises. Secondly, this paper explores the reasons digital transformation has different effects on the quantity and quality of technological innovation through mechanism analysis. Finally, according to the threshold model, the conditions for digital transformation to promote the quantity and quality of technological innovation of agricultural enterprises are discussed. The empirical results show that, first, the digital transformation of agricultural enterprises only promotes the number of technological innovations, and there is heterogeneity in the nature of enterprises, but the innovation efficiency is not affected. Second, the period expense rate will lead to digital transformation, having different effects on the quantity and efficiency of technological innovation of agricultural enterprises. Third, the impact of digital transformation on the technological innovation efficiency of agricultural enterprises has a significant single threshold effect, and when the period expense rate is less than the threshold, the digital transformation has a significant role in promotion.

Suggested Citation

  • Haihua Liu & Peng Wang & Zejun Li, 2021. "Is There Any Difference in the Impact of Digital Transformation on the Quantity and Efficiency of Enterprise Technological Innovation? Taking China’s Agricultural Listed Companies as an Example," Sustainability, MDPI, vol. 13(23), pages 1-19, November.
  • Handle: RePEc:gam:jsusta:v:13:y:2021:i:23:p:12972-:d:685956
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2071-1050/13/23/12972/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/2071-1050/13/23/12972/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Hansen, Bruce E., 1999. "Threshold effects in non-dynamic panels: Estimation, testing, and inference," Journal of Econometrics, Elsevier, vol. 93(2), pages 345-368, December.
    2. Shao, Benjamin B.M. & Lin, Winston T., 2016. "Assessing output performance of information technology service industries: Productivity, innovation and catch-up," International Journal of Production Economics, Elsevier, vol. 172(C), pages 43-53.
    3. Pizzi, Simone & Venturelli, Andrea & Variale, Michele & Macario, Giuseppe Pio, 2021. "Assessing the impacts of digital transformation on internal auditing: A bibliometric analysis," Technology in Society, Elsevier, vol. 67(C).
    4. Andreas Fuster & Matthew Plosser & Philipp Schnabl & James Vickery, 2019. "The Role of Technology in Mortgage Lending," The Review of Financial Studies, Society for Financial Studies, vol. 32(5), pages 1854-1899.
    5. Hess, Thomas & Matt, Christian & Benlian, Alexander & Wiesböck, Florian, 2016. "Options for Formulating a Digital Transformation Strategy," Publications of Darmstadt Technical University, Institute for Business Studies (BWL) 81032, Darmstadt Technical University, Department of Business Administration, Economics and Law, Institute for Business Studies (BWL).
    6. Youngjin Yoo & Richard J. Boland & Kalle Lyytinen & Ann Majchrzak, 2012. "Organizing for Innovation in the Digitized World," Organization Science, INFORMS, vol. 23(5), pages 1398-1408, October.
    7. Dang, Jianwei & Motohashi, Kazuyuki, 2015. "Patent statistics: A good indicator for innovation in China? Patent subsidy program impacts on patent quality," China Economic Review, Elsevier, vol. 35(C), pages 137-155.
    8. Müller, Julian M. & Buliga, Oana & Voigt, Kai-Ingo, 2021. "The role of absorptive capacity and innovation strategy in the design of industry 4.0 business Models - A comparison between SMEs and large enterprises," European Management Journal, Elsevier, vol. 39(3), pages 333-343.
    9. Zoltan J. Acs & Mark Sanders, 2008. "Intellectual Property Rights and the Knowledge Spillover Theory of Entrepreneurship," Jena Economics Research Papers 2008-069, Friedrich-Schiller-University Jena.
    10. Cunyi Yang & Tinghui Li & Khaldoon Albitar, 2021. "Does energy efficiency affect ambient PM2.5? The moderating role of energy investment," Papers 2105.11080, arXiv.org.
    11. Shansong Huang & Yang Bai & Qingmei Tan, 2017. "How Does the Concentration of Determinants Affect Industrial Innovation Performance? – An Empirical Analysis of 23 Chinese Industrial Sectors," PLOS ONE, Public Library of Science, vol. 12(1), pages 1-15, January.
    12. Li, Zhenghui & Chen, Liming & Dong, Hao, 2021. "What are bitcoin market reactions to its-related events?," International Review of Economics & Finance, Elsevier, vol. 73(C), pages 1-10.
    13. Zhujia Yin & Lijuan Liu & Haidong Wang & Fengming Wen, 2018. "Study on the ownership balance and the efficiency of mixed ownership enterprises from the perspective of heterogeneous shareholders," PLOS ONE, Public Library of Science, vol. 13(4), pages 1-15, April.
    14. Nambisan, Satish & Wright, Mike & Feldman, Maryann, 2019. "The digital transformation of innovation and entrepreneurship: Progress, challenges and key themes," Research Policy, Elsevier, vol. 48(8), pages 1-1.
    15. Lin, Jia & Wu, Ho-Mou & Wu, Howei, 2021. "Could government lead the way? Evaluation of China's patent subsidy policy on patent quality," China Economic Review, Elsevier, vol. 69(C).
    16. Hu, Albert G.Z. & Zhang, Peng & Zhao, Lijing, 2017. "China as number one? Evidence from China's most recent patenting surge," Journal of Development Economics, Elsevier, vol. 124(C), pages 107-119.
    17. Tinghui Li & Jiehua Ma & Bin Mo, 2021. "Does the Land Market Have an Impact on Green Total Factor Productivity? A Case Study on China," Land, MDPI, vol. 10(6), pages 1-19, June.
    18. Zhenghui Li & Fanqi Zou & Yong Tan & Jinhui Zhu, 2021. "Does Financial Excess Support Land Urbanization—An Empirical Study of Cities in China," Land, MDPI, vol. 10(6), pages 1-17, June.
    19. Hess, Thomas & Matt, Christian & Benlian, Alexander & Wiesböck, Florian, 2016. "Options for Formulating a Digital Transformation Strategy," Publications of Darmstadt Technical University, Institute for Business Studies (BWL) 82423, Darmstadt Technical University, Department of Business Administration, Economics and Law, Institute for Business Studies (BWL).
    20. Kuester, Sabine & Konya-Baumbach, Elisa & Schuhmacher, Monika C., 2018. "Get the show on the road: Go-to-market strategies for e-innovations of start-ups," Journal of Business Research, Elsevier, vol. 83(C), pages 65-81.
    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. Ge Zhang & Yuxiang Gao & Gaoyong Li, 2023. "Research on Digital Transformation and Green Technology Innovation—Evidence from China’s Listed Manufacturing Enterprises," Sustainability, MDPI, vol. 15(8), pages 1-23, April.
    2. Angel Deroncele-Acosta & Madeleine Lourdes Palacios-Núñez & Alexander Toribio-López, 2023. "Digital Transformation and Technological Innovation on Higher Education Post-COVID-19," Sustainability, MDPI, vol. 15(3), pages 1-24, January.
    3. Jijun Zhang & Peng Zang, 2024. "Analysis on the Coupling Coordinative Development Mechanism of Ecological Environment and Logistics Service Trade," International Journal of Information Systems and Supply Chain Management (IJISSCM), IGI Global, vol. 17(1), pages 1-16, January.
    4. Xingguang Guo & Xi Chen, 2023. "The Impact of Digital Transformation on Manufacturing-Enterprise Innovation: Empirical Evidence from China," Sustainability, MDPI, vol. 15(4), pages 1-19, February.
    5. Chengwei Ge & Wendong Lv & Junli Wang, 2023. "The Impact of Digital Technology Innovation Network Embedding on Firms’ Innovation Performance: The Role of Knowledge Acquisition and Digital Transformation," Sustainability, MDPI, vol. 15(8), pages 1-21, April.
    6. Yuanxi Yang & Jingxian Guo, 2022. "Can Supplier Concentration Improve Corporate Risk Taking? Moderating Effects of Digital Transformation," Sustainability, MDPI, vol. 14(18), pages 1-15, September.
    7. Nai-Chun Wang & Deng-Kui Si & Chun-Feng Dong, 2022. "Social Insurance Burden and Corporate Environmental Performance: Evidence from China," Sustainability, MDPI, vol. 14(19), pages 1-22, September.
    8. Cheng, Yiran & Zhou, Xiaorui & Li, Yongjian, 2023. "The effect of digital transformation on real economy enterprises’ total factor productivity," International Review of Economics & Finance, Elsevier, vol. 85(C), pages 488-501.

    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. Jinkai Liang & Ke Du & Dandan Chen, 2023. "The Effect of Digitalization on Ambidextrous Innovation in Manufacturing Enterprises: A Perspective of Empowering and Enabling," Sustainability, MDPI, vol. 15(16), pages 1-23, August.
    2. Zhu, Xiumei & Li, Yue, 2023. "The use of data-driven insight in ambidextrous digital transformation: How do resource orchestration, organizational strategic decision-making, and organizational agility matter?," Technological Forecasting and Social Change, Elsevier, vol. 196(C).
    3. Siachou, Evangelia & Vrontis, Demetris & Trichina, Eleni, 2021. "Can traditional organizations be digitally transformed by themselves? The moderating role of absorptive capacity and strategic interdependence," Journal of Business Research, Elsevier, vol. 124(C), pages 408-421.
    4. Satı, Zümrüt Ecevit, 2024. "Comparison of the criteria affecting the digital innovation performance of the European Union (EU) member and candidate countries with the entropy weight-TOPSIS method and investigation of its importa," Technological Forecasting and Social Change, Elsevier, vol. 200(C).
    5. Marino-Romero, Jorge Alberto & Palos-Sánchez, Pedro R. & Velicia-Martín, Félix, 2024. "Evolution of digital transformation in SMEs management through a bibliometric analysis," Technological Forecasting and Social Change, Elsevier, vol. 199(C).
    6. Jia, Junbo & Xu, Yusen & Li, Wenli, 2024. "A study on the strategic momentum of SMEs’ digital transformation: Evidence from China," Technological Forecasting and Social Change, Elsevier, vol. 200(C).
    7. Lei Guo & Luying Xu, 2021. "The Effects of Digital Transformation on Firm Performance: Evidence from China’s Manufacturing Sector," Sustainability, MDPI, vol. 13(22), pages 1-18, November.
    8. Robert Keller & Philipp Ollig & Patrick Rövekamp, 2022. "Pathways to Developing Digital Capabilities within Entrepreneurial Initiatives in Pre-Digital Organizations," Business & Information Systems Engineering: The International Journal of WIRTSCHAFTSINFORMATIK, Springer;Gesellschaft für Informatik e.V. (GI), vol. 64(1), pages 33-46, February.
    9. Liu, Zixu & Zhou, Jianghua & Li, Jizhen, 2023. "How do family firms respond strategically to the digital transformation trend: Disclosing symbolic cues or making substantive changes?," Journal of Business Research, Elsevier, vol. 155(PA).
    10. Swen Nadkarni & Reinhard Prügl, 2021. "Digital transformation: a review, synthesis and opportunities for future research," Management Review Quarterly, Springer, vol. 71(2), pages 233-341, April.
    11. Jinqiu He & Huiwen Su, 2022. "Digital Transformation and Green Innovation of Chinese Firms: The Moderating Role of Regulatory Pressure and International Opportunities," IJERPH, MDPI, vol. 19(20), pages 1-21, October.
    12. Hua Zhang & Qiwang Zhang, 2023. "How Does Digital Transformation Facilitate Enterprise Total Factor Productivity? The Multiple Mediators of Supplier Concentration and Customer Concentration," Sustainability, MDPI, vol. 15(3), pages 1-18, January.
    13. Dai, Xiaoyong & Wang, Mengqi, 2024. "Unintended effects of tax incentives on firms’ strategic patenting," Journal of Economic Behavior & Organization, Elsevier, vol. 219(C), pages 1-24.
    14. Piepponen, Amanda & Ritala, Paavo & Keränen, Joona & Maijanen, Päivi, 2022. "Digital transformation of the value proposition: A single case study in the media industry," Journal of Business Research, Elsevier, vol. 150(C), pages 311-325.
    15. Godinho, Manuel Mira & Simões, Vítor Corado, 2023. "The Tech Cold War: What can we learn from the most dynamic patent classes?," International Business Review, Elsevier, vol. 32(6).
    16. Florian Wiesböck & Thomas Hess, 2020. "Digital innovations," Electronic Markets, Springer;IIM University of St. Gallen, vol. 30(1), pages 75-86, March.
    17. ČERVINKA Tomáš, 2023. "Digital Transformation of Strategic Management of SMEs in the Czech Republic," European Journal of Interdisciplinary Studies, Bucharest Economic Academy, issue 01, March.
    18. Teubner, Alexander & Stockhinger, Jan, 2020. "IT/IS strategy research and digitalization: An extensive literature review," ERCIS Working Papers 34, University of Münster, European Research Center for Information Systems (ERCIS).
    19. Suo, Xuekun & Zhang, Longting & Guo, Rong & Lin, Han & Yu, Mingchuan & Du, Xiuhong, 2024. "The inverted U-shaped association between digital economy and corporate total factor productivity: A knowledge-based perspective," Technological Forecasting and Social Change, Elsevier, vol. 203(C).
    20. Maria Elisavet Balta & Thanos Papadopoulos & Konstantina Spanaki, 2024. "Business model pivoting and digital technologies in turbulent environments," Post-Print hal-04513406, HAL.

    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:gam:jsusta:v:13:y:2021:i:23:p:12972-:d:685956. 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: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    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.