IDEAS home Printed from https://ideas.repec.org/a/eee/tefoso/v203y2024ics004016252400132x.html
   My bibliography  Save this article

A transition to sustainable marine living resources: Why does digital transformation matter?

Author

Listed:
  • Ha, Le Thanh

Abstract

This paper empirically examines how digital transformation in both the public and private sectors impacts the performance of marine living resources to demonstrate its importance for promoting a sustainable blue economy. Our approach captures the sustainable performance of countries within the European blue economy using three different measures: value added at the factor cost of capture fisheries, shellfish aquaculture, and marine aquaculture. In the context of digitalization, four different aspects are measured, namely online selling, e-commerce sales, e-commerce turnover, e-commerce, and customer relationship management, while digital public services are measured based on digital literacies, business mobility, and key enablers. By using various empirical techniques, namely a panel-corrected standard error (PCSE) model, FGLS models, and a pooled mean group estimation (PMG) in an autoregressive distributed lag estimation method (ARDL), we provide many remarkable findings. During the 2011–2019 period, we estimate that digitalization will have a significant impact on improving the sustainability of the blue economy in Europe. Nevertheless, long-term effects are more likely to be noticeable. Further, in the shape of a U curve, we also find that digitalization has nonlinear effects on marine living resources in the private and public sectors. In this study, results indicate that digitalization affects marine living resources only to a certain extent once they have reached a certain maturity level. Our findings suggest that European countries should accelerate the digital economy, strengthen the establishment of digital infrastructure, and promote digital implementation on the path toward sustainable marine living resources.

Suggested Citation

  • Ha, Le Thanh, 2024. "A transition to sustainable marine living resources: Why does digital transformation matter?," Technological Forecasting and Social Change, Elsevier, vol. 203(C).
  • Handle: RePEc:eee:tefoso:v:203:y:2024:i:c:s004016252400132x
    DOI: 10.1016/j.techfore.2024.123336
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S004016252400132X
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.techfore.2024.123336?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. Sai Ding & John Knight, 2011. "Why has China Grown So Fast? The Role of Physical and Human Capital Formation," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 73(2), pages 141-174, April.
    2. Ahson Javaid & Amna Javed & Youji Kohda, 2019. "Exploring the Role of Boundary Spanning towards Service Ecosystem Expansion: A Case of Careem in Pakistan," Sustainability, MDPI, vol. 11(15), pages 1-27, July.
    3. Shahbaz, Muhammad & Nasir, Muhammad Ali & Roubaud, David, 2018. "Environmental degradation in France: The effects of FDI, financial development, and energy innovations," Energy Economics, Elsevier, vol. 74(C), pages 843-857.
    4. Kraus, Sascha & Schiavone, Francesco & Pluzhnikova, Anna & Invernizzi, Anna Chiara, 2021. "Digital transformation in healthcare: Analyzing the current state-of-research," Journal of Business Research, Elsevier, vol. 123(C), pages 557-567.
    5. Zaman, Khalid & Shahbaz, Muhammad & Loganathan, Nanthakumar & Raza, Syed Ali, 2016. "Tourism development, energy consumption and Environmental Kuznets Curve: Trivariate analysis in the panel of developed and developing countries," Tourism Management, Elsevier, vol. 54(C), pages 275-283.
    6. Pesaran, H. Hashem & Shin, Yongcheol, 1998. "Generalized impulse response analysis in linear multivariate models," Economics Letters, Elsevier, vol. 58(1), pages 17-29, January.
    7. Chauhan, Chetna & Parida, Vinit & Dhir, Amandeep, 2022. "Linking circular economy and digitalisation technologies: A systematic literature review of past achievements and future promises," Technological Forecasting and Social Change, Elsevier, vol. 177(C).
    8. Dudley Cooke, 2010. "Openness and Inflation," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 42(2-3), pages 267-287, March.
    9. Pesaran, M. Hashem & Smith, Ron, 1995. "Estimating long-run relationships from dynamic heterogeneous panels," Journal of Econometrics, Elsevier, vol. 68(1), pages 79-113, July.
    10. Daxin Dong & Xiaowei Xu & Yat Fung Wong, 2019. "Estimating the Impact of Air Pollution on Inbound Tourism in China: An Analysis Based on Regression Discontinuity Design," Sustainability, MDPI, vol. 11(6), pages 1-18, March.
    11. M. Hashem Pesaran, 2021. "General diagnostic tests for cross-sectional dependence in panels," Empirical Economics, Springer, vol. 60(1), pages 13-50, January.
    12. Grossman, Gene M. & Helpman, Elhanan, 1991. "Trade, knowledge spillovers, and growth," European Economic Review, Elsevier, vol. 35(2-3), pages 517-526, April.
    13. Beck, Nathaniel & Katz, Jonathan N., 1995. "What To Do (and Not to Do) with Time-Series Cross-Section Data," American Political Science Review, Cambridge University Press, vol. 89(3), pages 634-647, September.
    14. Dudley Cooke, 2010. "Openness and Inflation," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 42(2‐3), pages 267-287, March.
    15. Murat Arsel & Bram Büscher, 2012. "Nature™ Inc.: Changes and Continuities in Neoliberal Conservation and Market-based Environmental Policy," Development and Change, International Institute of Social Studies, vol. 43(1), pages 53-78, January.
    16. Vu, Khuong M., 2011. "ICT as a source of economic growth in the information age: Empirical evidence from the 1996-2005 period," Telecommunications Policy, Elsevier, vol. 35(4), pages 357-372, May.
    17. Dongwook Kim & Sungbum Kim, 2017. "The Role of Mobile Technology in Tourism: Patents, Articles, News, and Mobile Tour App Reviews," Sustainability, MDPI, vol. 9(11), pages 1-45, November.
    18. Bu, Maoliang & Li, Shuang & Jiang, Lei, 2019. "Foreign direct investment and energy intensity in China: Firm-level evidence," Energy Economics, Elsevier, vol. 80(C), pages 366-376.
    19. Tobias Erhardt, 2018. "Does International Trade Cause Overfishing?," Journal of the Association of Environmental and Resource Economists, University of Chicago Press, vol. 5(4), pages 695-711.
    20. Im, Kyung So & Pesaran, M. Hashem & Shin, Yongcheol, 2003. "Testing for unit roots in heterogeneous panels," Journal of Econometrics, Elsevier, vol. 115(1), pages 53-74, July.
    21. Gala, Paulo & Camargo, Jhean & Magacho, Guilherme & Rocha, Igor, 2018. "Sophisticated jobs matter for economic complexity: An empirical analysis based on input-output matrices and employment data," Structural Change and Economic Dynamics, Elsevier, vol. 45(C), pages 1-8.
    22. Sun, Chuanwang & Li, Zhi & Ma, Tiemeng & He, Runyong, 2019. "Carbon efficiency and international specialization position: Evidence from global value chain position index of manufacture," Energy Policy, Elsevier, vol. 128(C), pages 235-242.
    23. Jafari Samimi, Ahmad & Ghaderi, Saman & Hosseinzadeh, Ramezan & Nademi, Younes, 2012. "Openness and inflation: New empirical panel data evidence," Economics Letters, Elsevier, vol. 117(3), pages 573-577.
    24. Kraus, Sascha & Kumar, Satish & Lim, Weng Marc & Kaur, Jaspreet & Sharma, Anuj & Schiavone, Francesco, 2023. "From moon landing to metaverse: Tracing the evolution of Technological Forecasting and Social Change," Technological Forecasting and Social Change, Elsevier, vol. 189(C).
    25. Ying Song & Octavio Escobar & Unai Arzubiaga & Alfredo De Massis, 2022. "The digital transformation of a traditional market into an entrepreneurial ecosystem," Review of Managerial Science, Springer, vol. 16(1), pages 65-88, January.
    26. Le, Thai-Ha & Nguyen, Canh Phuc, 2019. "Is energy security a driver for economic growth? Evidence from a global sample," Energy Policy, Elsevier, vol. 129(C), pages 436-451.
    27. N. Kulendran & Kenneth Wilson, 2000. "Is there a relationship between international trade and international travel?," Applied Economics, Taylor & Francis Journals, vol. 32(8), pages 1001-1009.
    28. Ha, Le Thanh & Nham, Nguyen Thi Hong, 2022. "An application of a TVP-VAR extended joint connected approach to explore connectedness between WTI crude oil, gold, stock and cryptocurrencies during the COVID-19 health crisis," Technological Forecasting and Social Change, Elsevier, vol. 183(C).
    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. Hong Nham, Nguyen Thi & Ha, Le Thanh, 2022. "Making the circular economy digital or the digital economy circular? Empirical evidence from the European region," Technology in Society, Elsevier, vol. 70(C).
    2. Ha, Le Thanh, 2023. "The role of financial development in enhancing trades in environmental goods: International insights from 119 countries," Journal of Commodity Markets, Elsevier, vol. 29(C).
    3. To Trung Thanh & Le Thanh Ha & Hoang Phuong Dung & Tran Thi Lan Huong, 2023. "Impacts of digitalization on energy security: evidence from European countries," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 25(10), pages 11599-11644, October.
    4. Ha, Le Thanh, 2024. "An exploration of linkage between green logistics and natural rents: Evidence from the global database," Resources Policy, Elsevier, vol. 92(C).
    5. Ha, Le Thanh, 2023. "An investigation of digital integration's importance on smart and sustainable agriculture in the European region," Resources Policy, Elsevier, vol. 86(PA).
    6. Le Thanh Ha & Pham Thi Ngoc Hanh & Nguyen Thi Thu Hang & Hoang Dang Khanh & Le Lan Phuong & Hoang Hop, 2024. "Is digital business an enabler of enhanced entrepreneurship? An empirical investigation of European countries," Journal of International Entrepreneurship, Springer, vol. 22(2), pages 164-186, June.
    7. Ha, Le Thanh, 2022. "Effects of digitalization on financialization: Empirical evidence from European countries," Technology in Society, Elsevier, vol. 68(C).
    8. Canh Phuc Nguyen & Christophe Schinckus & Thanh Dinh Su, 2020. "The drivers of economic complexity: International evidence from financial development and patents," International Economics, CEPII research center, issue 164, pages 140-150.
    9. Md. Saiful Islam, 2022. "Does the trade‐led growth hypothesis exist for South Asia? A pooled mean group estimation," Regional Science Policy & Practice, Wiley Blackwell, vol. 14(2), pages 244-257, April.
    10. Khan, Muhammad Tariq Iqbal & Yaseen, Muhammad Rizwan & Ali, Qamar, 2019. "Nexus between financial development, tourism, renewable energy, and greenhouse gas emission in high-income countries: A continent-wise analysis," Energy Economics, Elsevier, vol. 83(C), pages 293-310.
    11. Huaping Sun & Love Enna & Augustine Monney & Dang Khoa Tran & Ehsan Rasoulinezhad & Farhad Taghizadeh-Hesary, 2020. "The Long-Run Effects of Trade Openness on Carbon Emissions in Sub-Saharan African Countries," Energies, MDPI, vol. 13(20), pages 1-18, October.
    12. Md. Saiful Islam & Saleh Saud Alsaif & Talal Alsaif, 2022. "Trade Openness, Government Consumption, and Economic Growth Nexus in Saudi Arabia: ARDL Cointegration Approach," SAGE Open, , vol. 12(2), pages 21582440221, May.
    13. Mohammad Mafizur Rahman & Khosrul Alam, 2022. "CO 2 Emissions in Asia–Pacific Region: Do Energy Use, Economic Growth, Financial Development, and International Trade Have Detrimental Effects?," Sustainability, MDPI, vol. 14(9), pages 1-16, April.
    14. Le Thanh Ha & Pham Thi Ngoc Hanh & Nguyen Thi Thu Hang & Hoang Dang Khanh & Le Lan Phuong & Hoang Hop, 2024. "Moderating Role of Knowledge-Sharing on the Nexus of Digital Business and Natural Resources," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 15(1), pages 408-434, March.
    15. Olaoye, Olumide O. & Eluwole, Oluwatosin O. & Ayesha, Aziz & Afolabi, Olugbenga O., 2020. "Government spending and economic growth in ECOWAS: An asymmetric analysis," The Journal of Economic Asymmetries, Elsevier, vol. 22(C).
    16. Wu, Jyh-Lin & Hou, Han & Cheng, Su-Yin, 2010. "The dynamic impacts of financial institutions on economic growth: Evidence from the European Union," Journal of Macroeconomics, Elsevier, vol. 32(3), pages 879-891, September.
    17. Bakry, Walid & Nghiem, Xuan-Hoa & Farouk, Sherine & Vo, Xuan Vinh, 2023. "Does it hurt or help? Revisiting the effects of ICT on economic growth and energy consumption: A nonlinear panel ARDL approach," Economic Analysis and Policy, Elsevier, vol. 78(C), pages 597-617.
    18. Huong, Tran Thi Lan & Ha, Le Thanh, 2023. "A comprehensive analysis of the correlation between foreign aid and energy security in emerging countries: Does institutional quality matter?," Economic Analysis and Policy, Elsevier, vol. 77(C), pages 952-968.
    19. Mitch Kunce, 2023. "Unemployment and Suicide in the United States: The Import of Addressing Cross-Sectional Dependence," Bulletin of Applied Economics, Risk Market Journals, vol. 10(1), pages 1-19.
    20. Awad, Atif & Albaity, Mohamed, 2022. "ICT and economic growth in Sub-Saharan Africa: Transmission channels and effects," Telecommunications Policy, Elsevier, vol. 46(8).

    More about this item

    Keywords

    Digital transformation; Blue economy; Marine living resources; Ocean energy; European countries;
    All these keywords.

    JEL classification:

    • F21 - International Economics - - International Factor Movements and International Business - - - International Investment; Long-Term Capital Movements
    • G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages
    • O16 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Financial Markets; Saving and Capital Investment; Corporate Finance and Governance
    • C33 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Models with Panel Data; Spatio-temporal Models

    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:203:y:2024:i:c:s004016252400132x. 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.