IDEAS home Printed from https://ideas.repec.org/a/caa/jnlage/v70y2024i2id271-2023-agricecon.html
   My bibliography  Save this article

Research on the promotion effect and mechanisms of digital empowerment of food enterprises

Author

Listed:
  • Penglong Li

    (Institute of Food and Strategic Reserves, Nanjing University of Finance and Economics, Nanjing, P. R. China)

  • Xuan Ye

    (School of Finance, Nanjing University of Finance and Economics, Nanjing, P. R. China)

Abstract

Based on panel data from 2010 to 2020 of 151 A-share listed food-related enterprises in China, this research uses a fixed-effect model to analyse the impact of digital transformation on total factor productivity (TFP) in food-related enterprises. Our findings indicated that digital transformation has a positive and significant catalytic effect on TFP improvement in food-related enterprises. The mechanism test revealed that both cost-saving and innovation capacity enhancement effects of digital transformation contributed to the promotion of TFP improvement in these enterprises. Moreover, our heterogeneity analysis suggested that digital transformation is more effective in enhancing TFP in state-owned enterprises (SOEs) in the food-related industry, indicating that SOEs play a representative role in promoting advanced productivity in agricultural development. We also found that capital-intensive and technology-intensitve food-related enterprises were experiencing productivity paradox traps. Our results confirmed that digital transformation brings catch-up effects to labor-intensive food-related enterprises and those located in major grain production regions. Overall, this research can provide valuable insights for policymakers to upgrade the digital-enabled food industry.

Suggested Citation

  • Penglong Li & Xuan Ye, 2024. "Research on the promotion effect and mechanisms of digital empowerment of food enterprises," Agricultural Economics, Czech Academy of Agricultural Sciences, vol. 70(2), pages 60-72.
    • Handle: RePEc:caa:jnlage:v:70:y:2024:i:2:id:271-2023-agricecon
    DOI: 10.17221/271/2023-AGRICECON
    as

    Download full text from publisher

    File URL: http://agricecon.agriculturejournals.cz/doi/10.17221/271/2023-AGRICECON.html
    Download Restriction: free of charge
    File URL: http://agricecon.agriculturejournals.cz/doi/10.17221/271/2023-AGRICECON.pdf
    Download Restriction: free of charge
    File URL: https://libkey.io/10.17221/271/2023-AGRICECON?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. Buffington, Catherine & Foster, Lucia & Jarmin, Ron & Ohlmacher, Scott & Ohlmacher, Scott, 2017. "The management and organizational practices survey (MOPS): An overview1," Journal of Economic and Social Measurement, IOS Press, issue 1, pages 1-26.
    2. 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.
    3. Rita Cannas, 2023. "Exploring digital transformation and dynamic capabilities in agrifood SMEs," Journal of Small Business Management, Taylor & Francis Journals, vol. 61(4), pages 1611-1637, July.
    4. Shiguang Li & Yixiang Tian, 2023. "How Does Digital Transformation Affect Total Factor Productivity: Firm-Level Evidence from China," Sustainability, MDPI, vol. 15(12), pages 1-17, June.
    5. Olley, G Steven & Pakes, Ariel, 1996. "The Dynamics of Productivity in the Telecommunications Equipment Industry," Econometrica, Econometric Society, vol. 64(6), pages 1263-1297, November.
    6. Daron Acemoglu & Pascual Restrepo, 2018. "The Race between Man and Machine: Implications of Technology for Growth, Factor Shares, and Employment," American Economic Review, American Economic Association, vol. 108(6), pages 1488-1542, June.
    7. Feng Li & Russell Lundholm & Michael Minnis, 2013. "A Measure of Competition Based on 10‐K Filings," Journal of Accounting Research, Wiley Blackwell, vol. 51(2), pages 399-436, May.
    8. Siqi Huang & Nik Hadiyan Nik Azman, 2023. "Enhancing Food Security through Digital Inclusive Finance: Evidence from Agricultural Enterprises in China," IJERPH, MDPI, vol. 20(4), pages 1-20, February.
    9. 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.
    10. Joshua S. Gans & David H. Hsu & Scott Stern, 2008. "The Impact of Uncertain Intellectual Property Rights on the Market for Ideas: Evidence from Patent Grant Delays," Management Science, INFORMS, vol. 54(5), pages 982-997, May.
    11. Paul Goldsmith-Pinkham & Isaac Sorkin & Henry Swift, 2020. "Bartik Instruments: What, When, Why, and How," American Economic Review, American Economic Association, vol. 110(8), pages 2586-2624, August.
    12. Pratik Maheshwari & Sachin Kamble & Amine Belhadi & Venkatesh Mani & Ashok Pundir, 2023. "Digital twin implementation for performance improvement in process industries- A case study of food processing company," International Journal of Production Research, Taylor & Francis Journals, vol. 61(23), pages 8343-8365, December.
    13. 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.
    14. Ryota Nakatani, 2024. "Food companies' productivity dynamics: Exploring the role of intangible assets," Agribusiness, John Wiley & Sons, Ltd., vol. 40(1), pages 185-226, January.
    15. Zhiqiang Zhou & Wenyan Liu & Huilin Wang & Jingyu Yang, 2022. "The Impact of Environmental Regulation on Agricultural Productivity: From the Perspective of Digital Transformation," IJERPH, MDPI, vol. 19(17), pages 1-19, August.
    16. Sun, Zhe & Zhao, Liang & Kaur, Puneet & Islam, Nazrul & Dhir, Amandeep, 2023. "Theorizing the relationship between the digital economy and firm productivity: The idiosyncrasies of firm-specific contexts," Technological Forecasting and Social Change, Elsevier, vol. 189(C).
    17. Lina Ma & Fengju Xu & Najaf Iqbal, 2022. "The impact of capital enrichment on total factor productivity from the perspective of innovation capability," Journal of Applied Economics, Taylor & Francis Journals, vol. 25(1), pages 644-667, December.
    18. Lei Shen & Xi Zhang & Hongda Liu, 2022. "Digital technology adoption, digital dynamic capability, and digital transformation performance of textile industry: Moderating role of digital innovation orientation," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 43(6), pages 2038-2054, September.
    19. Li, Hao-Chung & Lee, Wen-Chieh & Ko, Bo-Ting, 2017. "What determines misallocation in innovation? A study of regional innovation in China," Journal of Macroeconomics, Elsevier, vol. 52(C), pages 221-237.
    20. Nathan Nunn & Nancy Qian, 2014. "US Food Aid and Civil Conflict," American Economic Review, American Economic Association, vol. 104(6), pages 1630-1666, June.
    21. Lajoie-O'Malley, Alana & Bronson, Kelly & van der Burg, Simone & Klerkx, Laurens, 2020. "The future(s) of digital agriculture and sustainable food systems: An analysis of high-level policy documents," Ecosystem Services, Elsevier, vol. 45(C).
    22. Cirillo, Valeria & Fanti, Lucrezia & Mina, Andrea & Ricci, Andrea, 2023. "The adoption of digital technologies: Investment, skills, work organisation," Structural Change and Economic Dynamics, Elsevier, vol. 66(C), pages 89-105.
    23. Zhang, Cheng & Zhou, Bo & Tian, Xuan, 2022. "Political connections and green innovation: The role of a corporate entrepreneurship strategy in state-owned enterprises," Journal of Business Research, Elsevier, vol. 146(C), pages 375-384.
    24. Karantininis, Kostas & Sauer, Johannes & Furtan, William Hartley, 2010. "Innovation and integration in the agri-food industry," Food Policy, Elsevier, vol. 35(2), pages 112-120, April.
    25. Xiao‐Yuan Dong & Lixin Colin Xu, 2008. "The impact of China's millennium labour restructuring program on firm performance and employee earnings1," The Economics of Transition, The European Bank for Reconstruction and Development, vol. 16(2), pages 223-245, April.
    26. Changhee Lee & Yulseong Kim & Youngran Shin, 2021. "Data Usage and the Legal Stability of Transactions for the Commercial Operation of Autonomous Vessels Based on Digital Ownership in Korean Civil Law," Sustainability, MDPI, vol. 13(15), pages 1-18, July.
    27. Wen, Huwei & Zhong, Qiming & Lee, Chien-Chiang, 2022. "Digitalization, competition strategy and corporate innovation: Evidence from Chinese manufacturing listed companies," International Review of Financial Analysis, Elsevier, vol. 82(C).
    28. Rodrigo, Laura & Ortiz-Marcos, Isabel & Palacios, Miguel & Romero, Javier, 2022. "Success of organisations developing digital social innovation: Analysis of motivational key drivers," Journal of Business Research, Elsevier, vol. 144(C), pages 854-862.
    29. 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.
    Full references (including those not matched with items on IDEAS)

    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. Gregor Singer, 2024. "Complementary Inputs and Industrial Development: Can Lower Electricity Prices Improve Energy Efficiency?," CESifo Working Paper Series 10944, CESifo.
    2. Cusolito,Ana Paula & Lederman,Daniel & Pena,Jorge O., 2020. "The Effects of Digital-Technology Adoption on Productivity and Factor Demand : Firm-level Evidence from Developing Countries," Policy Research Working Paper Series 9333, The World Bank.
    3. Matteo G. Richiardi & Luis Valenzuela, 2024. "Firm heterogeneity and the aggregate labour share," LABOUR, CEIS, vol. 38(1), pages 66-101, March.
    4. 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.
    5. Bricongne, Jean-Charles & Delpeuch, Samuel & Lopez-Forero, Margarita, 2023. "Productivity slowdown and tax havens: Where is measured value creation?," Journal of International Economics, Elsevier, vol. 143(C).
    6. (Jianqiu) Bai, John & Mkrtchyan, Anahit, 2023. "What do outside CEOs really do? Evidence from plant-level data," Journal of Financial Economics, Elsevier, vol. 147(1), pages 27-48.
    7. Yuan, Sai & Zhou, Ran & Li, Mengna & Lv, Chengchao, 2023. "Investigating the influence of digital technology application on employee compensation," Technological Forecasting and Social Change, Elsevier, vol. 195(C).
    8. Zhiqiang Zhou & Wenyan Liu & Pengfei Cheng & Zhenjin Li, 2022. "The Impact of the Digital Economy on Enterprise Sustainable Development and Its Spatial-Temporal Evolution: An Empirical Analysis Based on Urban Panel Data in China," Sustainability, MDPI, vol. 14(19), pages 1-23, September.
    9. Fabrizio Leone, 2022. "Multinationals, Robots, and the Labor Share," Working Papers ECARES 2022-17, ULB -- Universite Libre de Bruxelles.
    10. Laiqun Jin & Changwei Mo & Bochao Zhang & Bing Yu, 2018. "What Is the Focus of Structural Reform in China?—Comparison of the Factor Misallocation Degree within the Manufacturing Industry with a Unified Model," Sustainability, MDPI, vol. 10(11), pages 1-19, November.
    11. Jean-Charles Bricongne & Samuel Delpeuch & Margarita Lopez Forero, 2021. "Productivity Slowdown, Tax Havens and MNEs’ Intangibles: where is measured value creation?," Documents de recherche 21-01, Centre d'Études des Politiques Économiques (EPEE), Université d'Evry Val d'Essonne.
    12. James Harrigan & Ariell Reshef & Farid Toubal, 2018. "Techies, Trade, and Skill-Biased Productivity," NBER Working Papers 25295, National Bureau of Economic Research, Inc.
    13. Jean-Charles Bricongne & Samuel Delpeuch & Margarita Lopez Forero, 2021. "Regional Productivity Slowdown, Tax Havens and MNEs’ Intangibles: where is Measured Value Creation?," Working papers 835, Banque de France.
    14. Gullstrand, Joakim & Knutsson, Polina, 2019. "The Spatial Dimension of Import Competition," Working Papers 2019:13, Lund University, Department of Economics.
    15. Shuzhong Ma & Zengxi Hu, 2023. "Internet penetration and multi‐product exporters: Firm‐level evidence from China," The World Economy, Wiley Blackwell, vol. 46(5), pages 1444-1470, May.
    16. repec:hal:wpspec:info:hdl:2441/5j3i17uo7399t940lrt6h6n545 is not listed on IDEAS
    17. Brunello, Giorgio & Lodigiani, Elisabetta & Rocco, Lorenzo, 2020. "Does low-skilled immigration increase profits? Evidence from Italian local labour markets," Regional Science and Urban Economics, Elsevier, vol. 85(C).
    18. Viral V. Acharya & Matteo Crosignani & Tim Eisert & Christian Eufinger, 2020. "Zombie Credit and (Dis-)Inflation: Evidence from Europe," NBER Working Papers 27158, National Bureau of Economic Research, Inc.
    19. Neda Trifkovic, 2024. "Certifiable management standards, labor productivity, and worker wages: Evidence from the food sector in Vietnam," Agribusiness, John Wiley & Sons, Ltd., vol. 40(1), pages 161-184, January.
    20. Panon, Ludovic, 2022. "Labor share, foreign demand and superstar exporters," Journal of International Economics, Elsevier, vol. 139(C).
    21. Çürük, Malik & Rozendaal, Rik, 2022. "Labor Share, Industry Concentration and Energy Prices : Evidence from Europe," Discussion Paper 2022-023, Tilburg University, Center for Economic Research.

    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:caa:jnlage:v:70:y:2024:i:2:id:271-2023-agricecon. 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: Ivo Andrle (email available below). General contact details of provider: https://www.cazv.cz/en/home/ .

    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.