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Mindful Application of Digitalization for Sustainable Development: The Digitainability Assessment Framework

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  • Shivam Gupta

    (Bonn Alliance for Sustainability Research, University of Bonn, D-53113 Bonn, Germany)

  • Jakob Rhyner

    (Bonn Alliance for Sustainability Research, University of Bonn, D-53113 Bonn, Germany)

Abstract

Digitalization is widely recognized as a transformative power for sustainable development. Careful alignment of progress made by digitalization with the globally acknowledged Sustainable Development Goals (SDGs) is crucial for inclusive and holistic sustainable development in the digital era. However, limited reference has been made in SDGs about harnessing the opportunities offered by digitalization capabilities. Moreover, research on inhibiting or enabling effects of digitalization considering its multi-faceted interlinkages with the SDGs and their targets is fragmented. There are only limited instances in the literature examining and categorizing the impact of digitalization on sustainable development. To overcome this gap, this paper introduces a new Digitainability Assessment Framework (DAF) for context-aware practical assessment of the impact of the digitalization intervention on the SDGs. The DAF facilitates in-depth assessment of the many diverse technical, social, ethical, and environmental aspects of a digital intervention by systematically examining its impact on the SDG indicators. Our approach draws on and adapts concepts of the Theory of Change (ToC). The DAF should support developers, users as well policymakers by providing a 360-degree perspective on the impact of digital services or products, as well as providing hints for its possible improvement. We demonstrate the application of the DAF with the three test case studies illustrating how it supports in providing a holistic view of the relation between digitalization and SDGs.

Suggested Citation

  • Shivam Gupta & Jakob Rhyner, 2022. "Mindful Application of Digitalization for Sustainable Development: The Digitainability Assessment Framework," Sustainability, MDPI, vol. 14(5), pages 1-23, March.
    • Handle: RePEc:gam:jsusta:v:14:y:2022:i:5:p:3114-:d:765826
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    1. Zinette Bergman & Manfred Max Bergman & Kiran Fernandes & Daphne Grossrieder & Lea Schneider, 2018. "The Contribution of UNESCO Chairs toward Achieving the UN Sustainable Development Goals," Sustainability, MDPI, vol. 10(12), pages 1-16, November.
    2. Peter Messerli & Eun Mee Kim & Wolfgang Lutz & Jean-Paul Moatti & Katherine Richardson & Muhammad Saidam & David Smith & Parfait Eloundou-Enyegue & Ernest Foli & Amanda Glassman & Gonzalo Hernandez Li, 2019. "Expansion of sustainability science needed for the SDGs," Nature Sustainability, Nature, vol. 2(10), pages 892-894, October.
    3. Dang, Hai-Anh H. & Serajuddin, Umar, 2020. "Tracking the sustainable development goals: Emerging measurement challenges and further reflections," World Development, Elsevier, vol. 127(C).
    4. Mustak, Mekhail & Salminen, Joni & Plé, Loïc & Wirtz, Jochen, 2021. "Artificial intelligence in marketing: Topic modeling, scientometric analysis, and research agenda," Journal of Business Research, Elsevier, vol. 124(C), pages 389-404.
    5. Jan vom Brocke & Alan Hevner & Alexander Maedche, 2020. "Introduction to Design Science Research," Progress in IS, in: Jan vom Brocke & Alan Hevner & Alexander Maedche (ed.), Design Science Research. Cases, pages 1-13, Springer.
    6. Walsh, P.P. & Murphy, E. & Horan, D., 2020. "The role of science, technology and innovation in the UN 2030 agenda," Technological Forecasting and Social Change, Elsevier, vol. 154(C).
    7. Ilias O. Pappas & Patrick Mikalef & Michail N. Giannakos & John Krogstie & George Lekakos, 2018. "Big data and business analytics ecosystems: paving the way towards digital transformation and sustainable societies," Information Systems and e-Business Management, Springer, vol. 16(3), pages 479-491, August.
    8. Jeffrey D. Sachs & Guido Schmidt-Traub & Mariana Mazzucato & Dirk Messner & Nebojsa Nakicenovic & Johan Rockström, 2019. "Six Transformations to achieve the Sustainable Development Goals," Nature Sustainability, Nature, vol. 2(9), pages 805-814, September.
    9. Barbier, Edward B. & Burgess, Joanne C., 2019. "Sustainable development goal indicators: Analyzing trade-offs and complementarities," World Development, Elsevier, vol. 122(C), pages 295-305.
    10. Bisaga, Iwona & Parikh, Priti & Tomei, Julia & To, Long Seng, 2021. "Mapping synergies and trade-offs between energy and the sustainable development goals: A case study of off-grid solar energy in Rwanda," Energy Policy, Elsevier, vol. 149(C).
    11. Johannes Sedlmeir & Hans Ulrich Buhl & Gilbert Fridgen & Robert Keller, 2020. "The Energy Consumption of Blockchain Technology: Beyond Myth," Business & Information Systems Engineering: The International Journal of WIRTSCHAFTSINFORMATIK, Springer;Gesellschaft für Informatik e.V. (GI), vol. 62(6), pages 599-608, December.
    12. Brijesh Mainali & Jyrki Luukkanen & Semida Silveira & Jari Kaivo-oja, 2018. "Evaluating Synergies and Trade-Offs among Sustainable Development Goals (SDGs): Explorative Analyses of Development Paths in South Asia and Sub-Saharan Africa," Sustainability, MDPI, vol. 10(3), pages 1-25, March.
    13. Patrick Schroeder & Kartika Anggraeni & Uwe Weber, 2019. "The Relevance of Circular Economy Practices to the Sustainable Development Goals," Journal of Industrial Ecology, Yale University, vol. 23(1), pages 77-95, February.
    14. 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.
    15. 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.
    16. Yonglong Lu & Nebojsa Nakicenovic & Martin Visbeck & Anne-Sophie Stevance, 2015. "Policy: Five priorities for the UN Sustainable Development Goals," Nature, Nature, vol. 520(7548), pages 432-433, April.
    17. Jarrod Grainger-Brown & Shirin Malekpour, 2019. "Implementing the Sustainable Development Goals: A Review of Strategic Tools and Frameworks Available to Organisations," Sustainability, MDPI, vol. 11(5), pages 1-18, March.
    18. Francesco Fuso Nerini & Julia Tomei & Long Seng To & Iwona Bisaga & Priti Parikh & Mairi Black & Aiduan Borrion & Catalina Spataru & Vanesa Castán Broto & Gabrial Anandarajah & Ben Milligan & Yacob Mu, 2018. "Mapping synergies and trade-offs between energy and the Sustainable Development Goals," Nature Energy, Nature, vol. 3(1), pages 10-15, January.
    19. Ting Guan & Ke Meng & Wei Liu & Lan Xue, 2019. "Public Attitudes toward Sustainable Development Goals: Evidence from Five Chinese Cities," Sustainability, MDPI, vol. 11(20), pages 1-20, October.
    20. Sorrell, Steve, 2009. "Jevons' Paradox revisited: The evidence for backfire from improved energy efficiency," Energy Policy, Elsevier, vol. 37(4), pages 1456-1469, April.
    21. Verhoef, Peter C. & Broekhuizen, Thijs & Bart, Yakov & Bhattacharya, Abhi & Qi Dong, John & Fabian, Nicolai & Haenlein, Michael, 2021. "Digital transformation: A multidisciplinary reflection and research agenda," Journal of Business Research, Elsevier, vol. 122(C), pages 889-901.
    22. Mekhail Mustak & Joni Salminen & Loïc Plé & Jochen Wirtz, 2021. "Artificial intelligence in marketing: Topic modeling, scientometric analysis, and research agenda," Post-Print hal-03269994, HAL.
    23. Anita Breuer & Hannah Janetschek & Daniele Malerba, 2019. "Translating Sustainable Development Goal (SDG) Interdependencies into Policy Advice," Sustainability, MDPI, vol. 11(7), pages 1-20, April.
    24. Enrico Biffis & Erik Chavez, 2017. "Satellite Data and Machine Learning for Weather Risk Management and Food Security," Risk Analysis, John Wiley & Sons, vol. 37(8), pages 1508-1521, August.
    25. Shivam Gupta & Mahsa Motlagh & Jakob Rhyner, 2020. "The Digitalization Sustainability Matrix: A Participatory Research Tool for Investigating Digitainability," Sustainability, MDPI, vol. 12(21), pages 1-27, November.
    26. Christian Kroll & Anne Warchold & Prajal Pradhan, 2019. "Sustainable Development Goals (SDGs): Are we successful in turning trade-offs into synergies?," Palgrave Communications, Palgrave Macmillan, vol. 5(1), pages 1-11, December.
    27. Hidalgo, Antonio & Gabaly, Samuel & Morales-Alonso, Gustavo & Urueña, Alberto, 2020. "The digital divide in light of sustainable development: An approach through advanced machine learning techniques," Technological Forecasting and Social Change, Elsevier, vol. 150(C).
    28. Olivera Kostoska & Ljupco Kocarev, 2019. "A Novel ICT Framework for Sustainable Development Goals," Sustainability, MDPI, vol. 11(7), pages 1-31, April.
    29. Kerstin Krellenberg & Hannah Bergsträßer & Daria Bykova & Nele Kress & Katharine Tyndall, 2019. "Urban Sustainability Strategies Guided by the SDGs—A Tale of Four Cities," Sustainability, MDPI, vol. 11(4), pages 1-20, February.
    30. Tetyana Pimonenko & Yuriy Bilan & Jakub Horák & Liudmyla Starchenko & Waldemar Gajda, 2020. "Green Brand of Companies and Greenwashing under Sustainable Development Goals," Sustainability, MDPI, vol. 12(4), pages 1-15, February.
    31. Centobelli, Piera & Cerchione, Roberto & Esposito, Emilio, 2020. "Pursuing supply chain sustainable development goals through the adoption of green practices and enabling technologies: A cross-country analysis of LSPs," Technological Forecasting and Social Change, Elsevier, vol. 153(C).
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