[go: up one dir, main page]

IDEAS home Printed from https://ideas.repec.org/a/eee/tefoso/v198y2024ics0040162523006546.html
   My bibliography  Save this article

Complex patterns of ICTs' effect on sustainable development at the national level: The triple bottom line perspective

Author

Listed:
  • Tekic, Zeljko
  • Tekic, Anja
Abstract
Building upon the complexity theory, we explore the interaction effects of the development of key digital information and communication technologies (ICTs) at the national level on a country's sustainability performance. By the means of the fuzzy-set Qualitative Comparative Analysis on a sample of 77 countries, we show that 1) a country's ICT profile matters for national sustainability performance, not a single ICT element; 2) national sustainability performance is not (only) about the level of ICT development of a country, but about composition and a quality of its ICT profile; 3) there are multiple distinctive ICT profiles that may lead to high or low sustainability performance (social, economic or environmental) at the national level; and 4) environmental sustainability may have conflicting ICT-related antecedents in comparison to social and economic sustainability. These results offer two primary contributions to research focused on the role of ICTs in supporting (or deterring) sustainable development. First, moving away from simplified perspective of a country's ICT development by focusing on a country's ICT profile allows us to distinguish effects (both positive and negative) of different ICT elements, as well as to take synergies brought by technological convergences into account. This allows us to capture effects of ICT elements in their totality, avoiding to lose richness and comprehensiveness. Second, by focusing on the triple-bottom line sustainability, we add to the growing evidence that environmental-focused goals often conflict with those related to social and economic aspects of sustainable development.

Suggested Citation

  • Tekic, Zeljko & Tekic, Anja, 2024. "Complex patterns of ICTs' effect on sustainable development at the national level: The triple bottom line perspective," Technological Forecasting and Social Change, Elsevier, vol. 198(C).
  • Handle: RePEc:eee:tefoso:v:198:y:2024:i:c:s0040162523006546
    DOI: 10.1016/j.techfore.2023.122969
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0040162523006546
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.techfore.2023.122969?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. Markus Milne & Rob Gray, 2013. "W(h)ither Ecology? The Triple Bottom Line, the Global Reporting Initiative, and Corporate Sustainability Reporting," Journal of Business Ethics, Springer, vol. 118(1), pages 13-29, November.
    2. Nishant, Rohit & Kennedy, Mike & Corbett, Jacqueline, 2020. "Artificial intelligence for sustainability: Challenges, opportunities, and a research agenda," International Journal of Information Management, Elsevier, vol. 53(C).
    3. Mohammad Soltani Delgosha & Tahereh Saheb & Nastaran Hajiheydari, 2021. "Correction to: Modelling the Asymmetrical Relationships between Digitalisation and Sustainable Competitiveness: A Cross-Country Configurational Analysis," Information Systems Frontiers, Springer, vol. 23(5), pages 1339-1339, September.
    4. Parrish, Bradley D., 2010. "Sustainability-driven entrepreneurship: Principles of organization design," Journal of Business Venturing, Elsevier, vol. 25(5), pages 510-523, September.
    5. Filipe Campante & Ruben Durante & Francesco Sobbrio, 2018. "Politics 2.0: The Multifaceted Effect of Broadband Internet on Political Participation," Journal of the European Economic Association, European Economic Association, vol. 16(4), pages 1094-1136.
    6. Rabia Tehseen & Muhammad Shoaib Farooq & Adnan Abid, 2020. "Earthquake Prediction Using Expert Systems: A Systematic Mapping Study," Sustainability, MDPI, vol. 12(6), pages 1-32, March.
    7. Ozgur Isil & Michael T. Hernke, 2017. "The Triple Bottom Line: A Critical Review from a Transdisciplinary Perspective," Business Strategy and the Environment, Wiley Blackwell, vol. 26(8), pages 1235-1251, December.
    8. Skare, Marinko & PORADA-ROCHON, Małgorzata, 2022. "The role of innovation in sustainable growth: A dynamic panel study on micro and macro levels 1990–2019," Technological Forecasting and Social Change, Elsevier, vol. 175(C).
    9. Ragin, Charles C., 2000. "Fuzzy-Set Social Science," University of Chicago Press Economics Books, University of Chicago Press, edition 1, number 9780226702773, April.
    10. René Bohnsack & Christina M. Bidmon & Jonatan Pinkse, 2022. "Sustainability in the digital age: Intended and unintended consequences of digital technologies for sustainable development," Business Strategy and the Environment, Wiley Blackwell, vol. 31(2), pages 599-602, February.
    11. Roland W. Scholz & Eric J. Bartelsman & Sarah Diefenbach & Lude Franke & Arnim Grunwald & Dirk Helbing & Richard Hill & Lorenz Hilty & Mattias Höjer & Stefan Klauser & Christian Montag & Peter Parycek, 2018. "Unintended Side Effects of the Digital Transition: European Scientists’ Messages from a Proposition-Based Expert Round Table," Sustainability, MDPI, vol. 10(6), pages 1-48, June.
    12. Bekaroo, Girish & Bokhoree, Chandradeo & Pattinson, Colin, 2016. "Impacts of ICT on the natural ecosystem: A grassroot analysis for promoting socio-environmental sustainability," Renewable and Sustainable Energy Reviews, Elsevier, vol. 57(C), pages 1580-1595.
    13. Jonas Hjort & Jonas Poulsen, 2019. "The Arrival of Fast Internet and Employment in Africa," American Economic Review, American Economic Association, vol. 109(3), pages 1032-1079, March.
    14. Woodside, Arch G., 2014. "Embrace•perform•model: Complexity theory, contrarian case analysis, and multiple realities," Journal of Business Research, Elsevier, vol. 67(12), pages 2495-2503.
    15. Mohammad Soltani Delgosha & Tahereh Saheb & Nastaran Hajiheydari, 2021. "Modelling the Asymmetrical Relationships between Digitalisation and Sustainable Competitiveness: A Cross-Country Configurational Analysis," Information Systems Frontiers, Springer, vol. 23(5), pages 1317-1337, September.
    16. Iain M. Cockburn & Rebecca Henderson & Scott Stern, 2018. "The Impact of Artificial Intelligence on Innovation: An Exploratory Analysis," NBER Chapters, in: The Economics of Artificial Intelligence: An Agenda, pages 115-146, National Bureau of Economic Research, Inc.
    17. Gouvea, Raul & Kapelianis, Dimitri & Kassicieh, Sul, 2018. "Assessing the nexus of sustainability and information & communications technology," Technological Forecasting and Social Change, Elsevier, vol. 130(C), pages 39-44.
    18. Malamud, Ofer & Cueto, Santiago & Cristia, Julian & Beuermann, Diether W., 2019. "Do children benefit from internet access? Experimental evidence from Peru," Journal of Development Economics, Elsevier, vol. 138(C), pages 41-56.
    19. Farheen Naz & Rohit Agrawal & Anil Kumar & Angappa Gunasekaran & Abhijit Majumdar & Sunil Luthra, 2022. "Reviewing the applications of artificial intelligence in sustainable supply chains: Exploring research propositions for future directions," Business Strategy and the Environment, Wiley Blackwell, vol. 31(5), pages 2400-2423, July.
    20. Dani Rodrik, 2016. "Premature deindustrialization," Journal of Economic Growth, Springer, vol. 21(1), pages 1-33, March.
    21. Kakatkar, Chinmay & Bilgram, Volker & Füller, Johann, 2020. "Innovation analytics: Leveraging artificial intelligence in the innovation process," Business Horizons, Elsevier, vol. 63(2), pages 171-181.
    22. Orada TEPPAYAYON & Erik BOHLIN & Simon FORGE, 2009. "Will Broadband Networks Make the World Greener? Evaluating Pros and Cons of Broadband Development," Communications & Strategies, IDATE, Com&Strat dept., vol. 1(76), pages 19-38, 4th quart.
    23. Morgan R. Frank & David Autor & James E. Bessen & Erik Brynjolfsson & Manuel Cebrian & David J. Deming & Maryann Feldman & Matthew Groh & José Lobo & Esteban Moro & Dashun Wang & Hyejin Youn & Iyad Ra, 2019. "Toward understanding the impact of artificial intelligence on labor," Proceedings of the National Academy of Sciences, Proceedings of the National Academy of Sciences, vol. 116(14), pages 6531-6539, April.
    24. Sezen Aksin-Sivrikaya & C. B. Bhattacharya, 2017. "Where Digitalization Meets Sustainability: Opportunities and Challenges," CSR, Sustainability, Ethics & Governance, in: Thomas Osburg & Christiane Lohrmann (ed.), Sustainability in a Digital World, pages 37-49, Springer.
    25. Ricardo Vinuesa & Hossein Azizpour & Iolanda Leite & Madeline Balaam & Virginia Dignum & Sami Domisch & Anna Felländer & Simone Daniela Langhans & Max Tegmark & Francesco Fuso Nerini, 2020. "The role of artificial intelligence in achieving the Sustainable Development Goals," Nature Communications, Nature, vol. 11(1), pages 1-10, December.
    26. Shuja, Junaid & Gani, Abdullah & Shamshirband, Shahaboddin & Ahmad, Raja Wasim & Bilal, Kashif, 2016. "Sustainable Cloud Data Centers: A survey of enabling techniques and technologies," Renewable and Sustainable Energy Reviews, Elsevier, vol. 62(C), pages 195-214.
    27. Erik Brynjolfsson & Lorin M. Hitt, 2000. "Beyond Computation: Information Technology, Organizational Transformation and Business Performance," Journal of Economic Perspectives, American Economic Association, vol. 14(4), pages 23-48, Fall.
    28. Joan Torrent‐Sellens & Pilar Ficapal‐Cusí & Mihaela Enache‐Zegheru, 2023. "Boosting environmental management: The mediating role of Industry 4.0 between environmental assets and economic and social firm performance," Business Strategy and the Environment, Wiley Blackwell, vol. 32(1), pages 753-768, January.
    29. Zheng, Shilin & Duan, Yuwei & Ward, Michael R., 2019. "The effect of broadband internet on divorce in China," Technological Forecasting and Social Change, Elsevier, vol. 139(C), pages 99-114.
    30. Anders S. G. Andrae & Tomas Edler, 2015. "On Global Electricity Usage of Communication Technology: Trends to 2030," Challenges, MDPI, vol. 6(1), pages 1-41, April.
    31. Iain M. Cockburn & Rebecca Henderson & Scott Stern, 2018. "The Impact of Artificial Intelligence on Innovation," NBER Working Papers 24449, National Bureau of Economic Research, Inc.
    32. repec:ucp:bkecon:9780226702766 is not listed on IDEAS
    33. Omar A. El Sawy & Arvind Malhotra & YoungKi Park & Paul A. Pavlou, 2010. "Research Commentary ---Seeking the Configurations of Digital Ecodynamics: It Takes Three to Tango," Information Systems Research, INFORMS, vol. 21(4), pages 835-848, December.
    34. Ignacio Martínez & Belén Zalba & Raquel Trillo-Lado & Teresa Blanco & David Cambra & Roberto Casas, 2021. "Internet of Things (IoT) as Sustainable Development Goals (SDG) Enabling Technology towards Smart Readiness Indicators (SRI) for University Buildings," Sustainability, MDPI, vol. 13(14), pages 1-19, July.
    35. Van der Wee, Marlies & Verbrugge, Sofie & Sadowski, Bert & Driesse, Menno & Pickavet, Mario, 2015. "Identifying and quantifying the indirect benefits of broadband networks for e-government and e-business: A bottom-up approach," Telecommunications Policy, Elsevier, vol. 39(3), pages 176-191.
    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. Montobbio, Fabio & Staccioli, Jacopo & Virgillito, Maria Enrica & Vivarelli, Marco, 2022. "Robots and the origin of their labour-saving impact," Technological Forecasting and Social Change, Elsevier, vol. 174(C).
    2. Koehler, Maximilian & Sauermann, Henry, 2024. "Algorithmic management in scientific research," Research Policy, Elsevier, vol. 53(4).
    3. Desirée Knoppen & Louise Knight, 2022. "Pursuing sustainability advantage: The dynamic capabilities of born sustainable firms," Business Strategy and the Environment, Wiley Blackwell, vol. 31(4), pages 1789-1813, May.
    4. Bigerna, Simona & D'Errico, Maria Chiara & Polinori, Paolo, 2022. "Understanding the green-growth: which pathways cities undertake in their climate programs," MPRA Paper 114156, University Library of Munich, Germany.
    5. Mario Benassi & Elena Grinza & Francesco Rentocchini & Laura Rondi, 2020. "Going Revolutionary: The Impact of 4IR Technology Development on Firm Performance," SEEDS Working Papers 0720, SEEDS, Sustainability Environmental Economics and Dynamics Studies, revised Jul 2020.
    6. Azar, José & Alekseeva, Liudmila & Gine, Mireia & Samila, Sampsa & Taska, Bledi, 2020. "The Demand for AI Skills in the Labor Market," CEPR Discussion Papers 14320, C.E.P.R. Discussion Papers.
    7. Liu, Liang & Yang, Kun & Fujii, Hidemichi & Liu, Jun, 2021. "Artificial intelligence and energy intensity in China’s industrial sector: Effect and transmission channel," Economic Analysis and Policy, Elsevier, vol. 70(C), pages 276-293.
    8. Yong Qin & Zeshui Xu & Xinxin Wang & Marinko Skare, 2024. "Artificial Intelligence and Economic Development: An Evolutionary Investigation and Systematic Review," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 15(1), pages 1736-1770, March.
    9. Podrecca, Matteo & Culot, Giovanna & Tavassoli, Sam & Orzes, Guido, 2024. "Artificial intelligence for climate change: a patent analysis in the manufacturing sector," Papers in Innovation Studies 2024/12, Lund University, CIRCLE - Centre for Innovation Research.
    10. Derksen, Laura & Michaud-Leclerc, Catherine & Souza, Pedro C.L., 2022. "Restricted access: How the internet can be used to promote reading and learning," Journal of Development Economics, Elsevier, vol. 155(C).
    11. Sascha Kraus & Domingo Ribeiro-Soriano & Miriam Schüssler, 2018. "Fuzzy-set qualitative comparative analysis (fsQCA) in entrepreneurship and innovation research – the rise of a method," International Entrepreneurship and Management Journal, Springer, vol. 14(1), pages 15-33, March.
    12. Kopka, Alexander & Grashof, Nils, 2022. "Artificial intelligence: Catalyst or barrier on the path to sustainability?," Technological Forecasting and Social Change, Elsevier, vol. 175(C).
    13. Zhou, Yixiao & Tyers, Rod, 2019. "Automation and inequality in China," China Economic Review, Elsevier, vol. 58(C).
    14. Venturini, Francesco, 2022. "Intelligent technologies and productivity spillovers: Evidence from the Fourth Industrial Revolution," Journal of Economic Behavior & Organization, Elsevier, vol. 194(C), pages 220-243.
    15. Sheng, Margaret L. & Chien, Iting, 2016. "Rethinking organizational learning orientation on radical and incremental innovation in high-tech firms," Journal of Business Research, Elsevier, vol. 69(6), pages 2302-2308.
    16. Joël Cariolle & Maëlan le Goff, 2023. "Spatial Internet Spillovers in Manufacturing," Journal of Development Studies, Taylor & Francis Journals, vol. 59(8), pages 1163-1186, August.
    17. Russo, Ivan & Confente, Ilenia & Gligor, David M. & Autry, Chad W., 2016. "To be or not to be (loyal): Is there a recipe for customer loyalty in the B2B context?," Journal of Business Research, Elsevier, vol. 69(2), pages 888-896.
    18. Charles Ayoubi & Boris Thurm, 2023. "Knowledge diffusion and morality: Why do we freely share valuable information with Strangers?," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 32(1), pages 75-99, January.
    19. Mohammad Soltani Delgosha & Tahereh Saheb & Nastaran Hajiheydari, 0. "Modelling the Asymmetrical Relationships between Digitalisation and Sustainable Competitiveness: A Cross-Country Configurational Analysis," Information Systems Frontiers, Springer, vol. 0, pages 1-21.
    20. Katarzyna Boratynska, 2021. "Determinants of Economic Fragility in Central and Eastern European Countries FsQCA Approach," European Research Studies Journal, European Research Studies Journal, vol. 0(3B), pages 827-837.

    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:198:y:2024:i:c:s0040162523006546. 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.