IDEAS home Printed from https://ideas.repec.org/a/gam/jsusta/v14y2022i1p551-d717953.html

Models of Sustainable Software: A Scoping Review

Author

Listed:
  • Jakub Swacha

    (Department of IT in Management, University of Szczecin, 71-004 Szczecin, Poland)

Abstract

Information and Communication Technologies (ICTs) play a double role in the strife for sustainable development goals, as both an enabler of green solutions and a cause of excessive consumption. While the primary focus of sustainability-related research is on the hardware aspect of ICT, its software aspect also deserves attention. In order for the notion of green and sustainable software to become widespread among practitioners, models are needed, both to be used as a reference on how to develop sustainable software, and to check whether given software or its development process is sustainable. In this paper, we present the results of a scoping review of literature on sustainable software models, based on 41 works extracted from an initial set of 178 query results from four bibliographic data providers. The relevant literature is mapped using five categories (model scope, purpose, covered sustainability aspects, verification or validation, and the economic category of the country of research), allowing us to identify recent trends and research gaps, which can be addressed in future work.

Suggested Citation

  • Jakub Swacha, 2022. "Models of Sustainable Software: A Scoping Review," Sustainability, MDPI, vol. 14(1), pages 1-12, January.
  • Handle: RePEc:gam:jsusta:v:14:y:2022:i:1:p:551-:d:717953
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2071-1050/14/1/551/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/2071-1050/14/1/551/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Lange, Steffen & Pohl, Johanna & Santarius, Tilman, 2020. "Digitalization and energy consumption. Does ICT reduce energy demand?," Ecological Economics, Elsevier, vol. 176(C).
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Gopalakrishnan Sriraman & Shriram Raghunathan, 2023. "A Systems Thinking Approach to Improve Sustainability in Software Engineering—A Grounded Capability Maturity Framework," Sustainability, MDPI, vol. 15(11), pages 1-16, May.
    2. Igor Kotenko & Konstantin Izrailov & Mikhail Buinevich & Igor Saenko & Rajeev Shorey, 2023. "Modeling the Development of Energy Network Software, Taking into Account the Detection and Elimination of Vulnerabilities," Energies, MDPI, vol. 16(13), pages 1-40, July.
    3. Samar Hussni Anbarkhan, 2023. "A Fuzzy-TOPSIS-Based Approach to Assessing Sustainability in Software Engineering: An Industry 5.0 Perspective," Sustainability, MDPI, vol. 15(18), pages 1-18, September.
    4. Alzoubi, Yehia Ibrahim, 2025. "Hardware security modules for sustainable energy systems: Targeted review," International Journal of Critical Infrastructure Protection, Elsevier, vol. 50(C).

    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. Jing Ma & Huaichao Chen & Kai Wang & Yifan Ma, 2025. "Research on the Impact of Digital Transformation on Carbon Performance of Chinese Manufacturing Enterprises," SAGE Open, , vol. 15(2), pages 21582440251, June.
    2. Tianchu Feng & Andrea Appolloni & Jiayu Chen, 2024. "How does corporate digital transformation affect carbon productivity? Evidence from Chinese listed companies," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 26(12), pages 31425-31445, December.
    3. 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).
    4. Jing, Peng & Li, Shuohan & Wang, Minglu, 2025. "Digital empowerment, industry chain integration and corporate energy efficiency," Energy Economics, Elsevier, vol. 145(C).
    5. Fuming Deng & Lu Cai & Xiaolei Ma, 2024. "Does digital transformation restrict the carbon emission intensity of enterprises? Evidence from listed manufacturing enterprises in China," Natural Resources Forum, Blackwell Publishing, vol. 48(2), pages 364-384, May.
    6. Axenbeck, Janna & Niebel, Thomas, 2021. "Climate Protection Potentials of Digitalized Production Processes: Microeconometric Evidence," 23rd ITS Biennial Conference, Online Conference / Gothenburg 2021. Digital societies and industrial transformations: Policies, markets, and technologies in a post-Covid world 238007, International Telecommunications Society (ITS).
    7. Ana Salomé García-Muñiz & María Rosalía Vicente, 2021. "The Effects of Informational Feedback on the Energy Consumption of Online Services: Some Evidence for the European Union," Energies, MDPI, vol. 14(10), pages 1-14, May.
    8. Rongwu Zhang & Wenqiang Fu & Yingxu Kuang, 2022. "Can Digital Economy Promote Energy Conservation and Emission Reduction in Heavily Polluting Enterprises? Empirical Evidence from China," IJERPH, MDPI, vol. 19(16), pages 1-21, August.
    9. Bo Xu & Rengui Sun & Cunhu Xi & Zhaoping Wang, 2025. "Digital governance and the low-carbon transition: evidence from double machine learning," Humanities and Social Sciences Communications, Palgrave Macmillan, vol. 12(1), pages 1-14, December.
    10. Gina Cristina Dimian & Mihaela Maftei & Josef Jablonský & Erika Marin & Stelian Mircea Olaru, 2026. "The Influence of Digitalization on Greenhouse Gas Emissions in European Union. The Analysis of Mediating Effect of Renewable Energy Consumption," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 17(1), pages 1888-1928, February.
    11. Quitzow, Leslie & Rohde, Friederike, 2022. "Imagining the smart city through smart grids? Urban energy futures between technological experimentation and the imagined low-carbon city," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 59(2), pages 341-359.
    12. William Viera-Arroyo & Liliane Binego & Francis Ryans & Duther López & Martín Moya & Lya Vera & Carlos Caicedo, 2025. "Systematic Review of Integrating Technology for Sustainable Agricultural Transitions: Ecuador, a Country with Agroecological Potential," Sustainability, MDPI, vol. 17(13), pages 1-25, July.
    13. Sun, Xianming & Xiao, Shiyi & Ren, Xiaohang & Xu, Bing, 2023. "Time-varying impact of information and communication technology on carbon emissions," Energy Economics, Elsevier, vol. 118(C).
    14. Xiaofang Dai & Zhenhua Zhang & Weiming Gan & Dongshou Fan, 2025. "Can Digital Economy Facilitate Household Clean Cooking Fuel Transition? Empirical Evidence from China," Sustainability, MDPI, vol. 17(1), pages 1-20, January.
    15. Talan, Amogh & Rao, Amar & Sharma, Gagan Deep & Apostu, Simona-Andreea & Abbas, Shujaat, 2023. "Transition towards clean energy consumption in G7: Can financial sector, ICT and democracy help?," Resources Policy, Elsevier, vol. 82(C).
    16. Tilman Santarius & Johanna Pohl & Steffen Lange, 2020. "Digitalization and the Decoupling Debate: Can ICT Help to Reduce Environmental Impacts While the Economy Keeps Growing?," Sustainability, MDPI, vol. 12(18), pages 1-20, September.
    17. Lingling Zhou & Tao Shi & Qian Zhou, 2023. "Is ICT Development Conducive to Reducing the Vulnerability of Low-Carbon Energy? Evidence from OECD Countries," IJERPH, MDPI, vol. 20(3), pages 1-22, January.
    18. Huo, Da & Gu, Wenjia & Guo, Dongmei & Tang, Aidi, 2024. "The service trade with AI and energy efficiency: Multiplier effect of the digital economy in a green city by using quantum computation based on QUBO modeling," Energy Economics, Elsevier, vol. 140(C).
    19. Qinglan Liu & Adriana Hofmann Trevisan & Miying Yang & Janaina Mascarenhas, 2022. "A framework of digital technologies for the circular economy: Digital functions and mechanisms," Business Strategy and the Environment, Wiley Blackwell, vol. 31(5), pages 2171-2192, July.
    20. Wenjuan Lu & Shenya Mao & Xinfeng Qiu & Chenjing Yan, 2025. "Industrial Robots and Environmental Pollution: Evidence From Chinese Cities," Journal of International Development, John Wiley & Sons, Ltd., vol. 37(3), pages 820-833, April.

    More about this item

    Keywords

    ;
    ;
    ;
    ;
    ;

    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:gam:jsusta:v:14:y:2022:i:1:p:551-:d:717953. 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: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.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.