IDEAS home Printed from https://ideas.repec.org/a/spr/soinre/v177y2025i1d10.1007_s11205-024-03459-9.html
   My bibliography  Save this article

Measuring Digital Sustainability Paying Attention to the Economic, Social, and Environmental Dimensions: A European Perspective

Author

Listed:
  • Andrea Ciacci

    (Bocconi University)

  • Enrico Ivaldi

    (Faculty of Communication IULM)

  • Lara Penco

    (University of Genoa)

  • Ginevra Testa

    (University of Genoa)

Abstract

The accelerating convergence of digitization and sustainability has given rise to the digital sustainability concept, emphasizing responsible and sustainable use of digital technologies to pursue a systemic sustainable development involving the triple dimension of economy, society, and environment. Despite the growing interest in digital sustainability, existing analyses remain fragmented and lack a holistic perspective on the multifaceted outcomes of digital transformation. This study aims to address this research gap by comprehensively investigating the impact of digital technologies on the economic, social, and environmental dimensions of digital development in European countries. By adopting a quantitative aggregative approach, this study constructs an index, the Digital Development Index (DDI), to measure and compare the three dimensions of digital sustainable development across the European countries (EU27). The index was based on 227 indicators from the Eurostat database. The results show advanced digital development in Western and Northern Europe, while disparities persist in Southern, Central, and Eastern European countries. In addition, correlation analysis shows that higher GDP per capita enables more effective digital development across the three dimensions, facilitating technology adoption, innovation, digital education, and fortifying digital foundations. Our study contributes to the literature by providing a new index to understand the factors influencing digital sustainability in the European context, highlighting established trends and dynamics. Furthermore, the paper offers multiple implications for managers and policymakers to identify the most appropriate policies and strategies for the joint development of the three spheres of sustainable development.

Suggested Citation

  • Andrea Ciacci & Enrico Ivaldi & Lara Penco & Ginevra Testa, 2025. "Measuring Digital Sustainability Paying Attention to the Economic, Social, and Environmental Dimensions: A European Perspective," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 177(1), pages 1-29, March.
  • Handle: RePEc:spr:soinre:v:177:y:2025:i:1:d:10.1007_s11205-024-03459-9
    DOI: 10.1007/s11205-024-03459-9
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s11205-024-03459-9
    File Function: Abstract
    Download Restriction: Access to the full text of the articles in this series is restricted.

    File URL: https://libkey.io/10.1007/s11205-024-03459-9?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. Reggi, Luigi & Gil-Garcia, J. Ramon, 2021. "Addressing territorial digital divides through ICT strategies: Are investment decisions consistent with local needs?," MPRA Paper 105003, University Library of Munich, Germany.
    2. Genc, Talat S., 2017. "OPEC and demand response to crude oil prices," Energy Economics, Elsevier, vol. 66(C), pages 238-246.
    3. Gail Whiteman & Brian Walker & Paolo Perego, 2013. "Planetary Boundaries: Ecological Foundations for Corporate Sustainability," Journal of Management Studies, Wiley Blackwell, vol. 50(2), pages 307-336, March.
    4. Jarrahi, Mohammad Hossein, 2018. "Artificial intelligence and the future of work: Human-AI symbiosis in organizational decision making," Business Horizons, Elsevier, vol. 61(4), pages 577-586.
    5. Gao, Da & Li, Ge & Yu, Jiyu, 2022. "Does digitization improve green total factor energy efficiency? Evidence from Chinese 213 cities," Energy, Elsevier, vol. 247(C).
    6. Chang, Lei & Taghizadeh-Hesary, Farhad & Saydaliev, Hayot Berk, 2022. "How do ICT and renewable energy impact sustainable development?," Renewable Energy, Elsevier, vol. 199(C), pages 123-131.
    7. Raj, Alok & Dwivedi, Gourav & Sharma, Ankit & Lopes de Sousa Jabbour, Ana Beatriz & Rajak, Sonu, 2020. "Barriers to the adoption of industry 4.0 technologies in the manufacturing sector: An inter-country comparative perspective," International Journal of Production Economics, Elsevier, vol. 224(C).
    8. Pan, Shan L. & Zhang, Sixuan, 2020. "From fighting COVID-19 pandemic to tackling sustainable development goals: An opportunity for responsible information systems research," International Journal of Information Management, Elsevier, vol. 55(C).
    9. Wang, Jiangquan & Ma, Xiaowei & Zhang, Jun & Zhao, Xin, 2022. "Impacts of digital technology on energy sustainability: China case study," Applied Energy, Elsevier, vol. 323(C).
    10. Zobaidul Kabir, 2021. "The Role of Social Impact Assessment (SIA) in the Development of a Mine Closure Plan in Regional Australia," Journal of Environmental Assessment Policy and Management (JEAPM), World Scientific Publishing Co. Pte. Ltd., vol. 23(03n04), pages 1-32, December.
    11. Appiah-Otoo, Isaac & Song, Na, 2021. "The impact of ICT on economic growth-Comparing rich and poor countries," Telecommunications Policy, Elsevier, vol. 45(2).
    12. Wang, Yi & Chen, Yang & Benitez-Amado, Jose, 2015. "How information technology influences environmental performance: Empirical evidence from China," International Journal of Information Management, Elsevier, vol. 35(2), pages 160-170.
    13. Thomas Osburg, 2017. "Sustainability in a Digital World Needs Trust," CSR, Sustainability, Ethics & Governance, in: Thomas Osburg & Christiane Lohrmann (ed.), Sustainability in a Digital World, pages 3-19, Springer.
    14. Guandalini, Ilaria, 2022. "Sustainability through digital transformation: A systematic literature review for research guidance," Journal of Business Research, Elsevier, vol. 148(C), pages 456-471.
    15. Gideon D. Markman & Michael Russo & G. T. Lumpkin & P. Devereaux (Dev) Jennings & Johanna Mair, 2016. "Entrepreneurship as a Platform for Pursuing Multiple Goals: A Special Issue on Sustainability, Ethics, and Entrepreneurship," Journal of Management Studies, Wiley Blackwell, vol. 53(5), pages 673-694, July.
    16. Myovella, Godwin & Karacuka, Mehmet & Haucap, Justus, 2020. "Digitalization and economic growth: A comparative analysis of Sub-Saharan Africa and OECD economies," Telecommunications Policy, Elsevier, vol. 44(2).
    17. 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.
    18. Bai, Yang & Dahl, Carol, 2018. "Evaluating the management of U.S. Strategic Petroleum Reserve during oil disruptions," Energy Policy, Elsevier, vol. 117(C), pages 25-38.
    19. Parvathi Jayaprakash & R. Radhakrishna Pillai, 2022. "The Role of ICT for Sustainable Development: A Cross-Country Analysis," The European Journal of Development Research, Palgrave Macmillan;European Association of Development Research and Training Institutes (EADI), vol. 34(1), pages 225-247, February.
    20. Nchofoung, Tii N. & Asongu, Simplice A., 2022. "ICT for sustainable development: Global comparative evidence of globalisation thresholds," Telecommunications Policy, Elsevier, vol. 46(5).
    21. Enrico Ivaldi & Lara Penco & Gabriele Isola & Enrico Musso, 2020. "Smart Sustainable Cities and the Urban Knowledge-Based Economy: A NUTS3 Level Analysis," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 150(1), pages 45-72, July.
    22. Paiola, Marco & Schiavone, Francesco & Grandinetti, Roberto & Chen, Junsong, 2021. "Digital servitization and sustainability through networking: Some evidences from IoT-based business models," Journal of Business Research, Elsevier, vol. 132(C), pages 507-516.
    23. Vinit Parida & Joakim Wincent, 2019. "Why and how to compete through sustainability: a review and outline of trends influencing firm and network-level transformation," International Entrepreneurship and Management Journal, Springer, vol. 15(1), pages 1-19, March.
    24. Olanipekun, Ifedolapo Olabisi & Alola, Andrew Adewale, 2020. "Crude oil production in the Persian Gulf amidst geopolitical risk, cost of damage and resources rents: Is there asymmetric inference?," Resources Policy, Elsevier, vol. 69(C).
    25. Susanna Sironen & Laura Mononen, 2018. "Spatially Referenced Decision Analysis of Long-Term Forest Management Scenarios in Southwestern Finland," Journal of Environmental Assessment Policy and Management (JEAPM), World Scientific Publishing Co. Pte. Ltd., vol. 20(03), pages 1-46, September.
    26. Karlilar, Selin & Balcilar, Mehmet & Emir, Firat, 2023. "Environmental sustainability in the OECD: The power of digitalization, green innovation, renewable energy and financial development," Telecommunications Policy, Elsevier, vol. 47(6).
    27. United Nations UN, 2015. "Transforming our World: the 2030 Agenda for Sustainable Development," Working Papers id:7559, eSocialSciences.
    28. Flurina Schneider & Mélanie Feurer & Lara Maria Lundsgaard-Hansen & Win Myint & Cing Don Nuam & Katharina Nydegger & Christoph Oberlack & Nwe Nwe Tun & Julie Gwendolin Zähringer & Aung Myin Tun & Pete, 2020. "Sustainable Development Under Competing Claims on Land: Three Pathways Between Land-Use Changes, Ecosystem Services and Human Well-Being," The European Journal of Development Research, Palgrave Macmillan;European Association of Development Research and Training Institutes (EADI), vol. 32(2), pages 316-337, April.
    29. Noelia Somarriba & Bernardo Pena, 2009. "Synthetic Indicators of Quality of Life in Europe," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 94(1), pages 115-133, October.
    30. Patrick Schulte & Heinz Welsch & Sascha Rexhäuser, 2016. "ICT and the Demand for Energy: Evidence from OECD Countries," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 63(1), pages 119-146, January.
    31. Leonardo Salvatore Alaimo & Andrea Ciacci & Enrico Ivaldi, 2021. "Measuring Sustainable Development by Non-aggregative Approach," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 157(1), pages 101-122, August.
    32. Wu, Haitao & Hao, Yu & Ren, Siyu & Yang, Xiaodong & Xie, Guo, 2021. "Does internet development improve green total factor energy efficiency? Evidence from China," Energy Policy, Elsevier, vol. 153(C).
    33. Lange, Steffen & Pohl, Johanna & Santarius, Tilman, 2020. "Digitalization and energy consumption. Does ICT reduce energy demand?," Ecological Economics, Elsevier, vol. 176(C).
    34. Gemma Carey & Brad Crammond, 2015. "What Works in Joined-Up Government? An Evidence Synthesis," International Journal of Public Administration, Taylor & Francis Journals, vol. 38(13-14), pages 1020-1029, December.
    35. Kiel, Daniel & Arnold, Christian & Voigt, Kai-Ingo, 2017. "The influence of the Industrial Internet of Things on business models of established manufacturing companies – A business level perspective," Technovation, Elsevier, vol. 68(C), pages 4-19.
    36. Jafari-Sadeghi, Vahid & Garcia-Perez, Alexeis & Candelo, Elena & Couturier, Jerome, 2021. "Exploring the impact of digital transformation on technology entrepreneurship and technological market expansion: The role of technology readiness, exploration and exploitation," Journal of Business Research, Elsevier, vol. 124(C), pages 100-111.
    37. Popkova, Elena G. & De Bernardi, Paola & Tyurina, Yuliya G. & Sergi, Bruno S., 2022. "A theory of digital technology advancement to address the grand challenges of sustainable development," Technology in Society, Elsevier, vol. 68(C).
    38. 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.
    39. 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.
    40. Carolina Bruzzi & Enrico Ivaldi & Stefano Landi, 2020. "Non-compensatory aggregation method to measure social and material deprivation in an urban area: relationship with premature mortality," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 21(3), pages 381-396, April.
    41. Moyer, Jonathan D. & Hughes, Barry B., 2012. "ICTs: Do they contribute to increased carbon emissions?," Technological Forecasting and Social Change, Elsevier, vol. 79(5), pages 919-931.
    42. Rudi Kurz, 2020. "UN SDGs: Disruptive for Companies and for Universities?," CSR, Sustainability, Ethics & Governance, in: Samuel O. Idowu & René Schmidpeter & Liangrong Zu (ed.), The Future of the UN Sustainable Development Goals, pages 279-290, Springer.
    43. 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.
    44. Acquier, Aurélien & Daudigeos, Thibault & Pinkse, Jonatan, 2017. "Promises and paradoxes of the sharing economy: An organizing framework," Technological Forecasting and Social Change, Elsevier, vol. 125(C), pages 1-10.
    45. Pan, Shan L. & Carter, Lemuria & Tim, Yenni & Sandeep, M.S., 2022. "Digital sustainability, climate change, and information systems solutions: Opportunities for future research," International Journal of Information Management, Elsevier, vol. 63(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. Charfeddine, Lanouar & Umlai, Mohamed, 2023. "ICT sector, digitization and environmental sustainability: A systematic review of the literature from 2000 to 2022," Renewable and Sustainable Energy Reviews, Elsevier, vol. 184(C).
    2. Ma, Jinjin & Yang, Lin & Wang, Donghan & Li, Yiming & Xie, Zuomiao & Lv, Haodong & Woo, Donghyup, 2024. "Digitalization in response to carbon neutrality: Mechanisms, effects and prospects," Renewable and Sustainable Energy Reviews, Elsevier, vol. 191(C).
    3. Xu, Ru-Yu & Wang, Ke-Liang & Miao, Zhuang, 2024. "The impact of digital technology innovation on green total-factor energy efficiency in China: Does economic development matter?," Energy Policy, Elsevier, vol. 194(C).
    4. Lorenzo Ardito, 2023. "The influence of firm digitalization on sustainable innovation performance and the moderating role of corporate sustainability practices: An empirical investigation," Business Strategy and the Environment, Wiley Blackwell, vol. 32(8), pages 5252-5272, December.
    5. Bencsik, Barbara & Palmié, Maximilian & Parida, Vinit & Wincent, Joakim & Gassmann, Oliver, 2023. "Business models for digital sustainability: Framework, microfoundations of value capture, and empirical evidence from 130 smart city services," Journal of Business Research, Elsevier, vol. 160(C).
    6. Guandalini, Ilaria, 2022. "Sustainability through digital transformation: A systematic literature review for research guidance," Journal of Business Research, Elsevier, vol. 148(C), pages 456-471.
    7. Witold Chmielarz & Marek Zborowski & Mesut Atasever & Jin Xuetao & Justyna Szpakowska, 2023. "The Role of ICT in Creating the Conscious Development of Green Energy Applications in Times of Crisis: Comparison of Poland, Türkiye and People's Republic of China," European Research Studies Journal, European Research Studies Journal, vol. 0(1), pages 492-519.
    8. Sascha Fuerst & Odille Sanchez-Dominguez & Miguel Angel Rodriguez-Montes, 2023. "The Role of Digital Technology within the Business Model of Sustainable Entrepreneurship," Sustainability, MDPI, vol. 15(14), pages 1-17, July.
    9. Huifang E & Shuangjie Li & Liming Wang & Huidan Xue, 2023. "The Impact of ICT Capital Services on Economic Growth and Energy Efficiency in China," Energies, MDPI, vol. 16(9), pages 1-21, May.
    10. Claudiu George Bocean & Anca Antoaneta Vărzaru, 2023. "EU countries’ digital transformation, economic performance, and sustainability analysis," Palgrave Communications, Palgrave Macmillan, vol. 10(1), pages 1-15, December.
    11. Xu, Qiong & Zhong, Meirui & Li, Xin, 2022. "How does digitalization affect energy? International evidence," Energy Economics, Elsevier, vol. 107(C).
    12. Broccardo, Laura & Truant, Elisa & Dana, Léo-Paul, 2023. "The interlink between digitalization, sustainability, and performance: An Italian context," Journal of Business Research, Elsevier, vol. 158(C).
    13. Ologeanu-Taddei, Roxana & Hönigsberg, Sarah & Weritz, Pauline & Wache, Hendrik & Mittermeier, Ferdinand & Tana, Silviana & Dang, Duong & Hautala-Kankaanpää, Tuire & Pekkola, Samuli, 2025. "The relationship of digital transformation and corporate sustainability: Synergies and tensions," Technological Forecasting and Social Change, Elsevier, vol. 210(C).
    14. Zhong, Mei-Rui & Cao, Meng-Yuan & Zou, Han, 2022. "The carbon reduction effect of ICT: A perspective of factor substitution," Technological Forecasting and Social Change, Elsevier, vol. 181(C).
    15. Wang, Ying & Wang, Yong & Shahbaz, Muhammad, 2023. "How does digital economy affect energy poverty? Analysis from the global perspective," Energy, Elsevier, vol. 282(C).
    16. Chang, Lei & Taghizadeh-Hesary, Farhad & Saydaliev, Hayot Berk, 2022. "How do ICT and renewable energy impact sustainable development?," Renewable Energy, Elsevier, vol. 199(C), pages 123-131.
    17. Covucci, Claudia & Confetto, Maria Giovanna & Ključnikov, Aleksandr & Panait, Mirela, 2024. "Unrevealing the nexus between digital sustainability and corporate digital responsibility: A dual-track systematic literature review towards a framework of corporate digital sustainability," Technology in Society, Elsevier, vol. 79(C).
    18. Matthew P. Johnson & Stefan Schaltegger, 2020. "Entrepreneurship for Sustainable Development: A Review and Multilevel Causal Mechanism Framework," Entrepreneurship Theory and Practice, , vol. 44(6), pages 1141-1173, November.
    19. Anca Elena Lungu & Mircea Radu Georgescu & Daniel Juravle, 2024. "A Bibliometric Analysis of Digital Entrepreneurship," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 15(4), pages 18617-18645, December.
    20. Bai, Ling & Guo, Tianran & Xu, Wei & Liu, Yaobin & Kuang, Ming & Jiang, Lei, 2023. "Effects of digital economy on carbon emission intensity in Chinese cities: A life-cycle theory and the application of non-linear spatial panel smooth transition threshold model," Energy Policy, Elsevier, vol. 183(C).

    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:spr:soinre:v:177:y:2025:i:1:d:10.1007_s11205-024-03459-9. 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: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.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.