IDEAS home Printed from https://ideas.repec.org/a/eee/tefoso/v209y2024ics0040162524006164.html
   My bibliography  Save this article

Emission-smart advertising: Balancing performance with CO2 emissions in digital advertising

Author

Listed:
  • El Hana, Nadr
  • Kondrateva, Galina
  • Martin, Silvia

Abstract

The environmental impact of digital advertising is the subject of debate. Effective media planning and content management are crucial for capturing audience attention and achieving objectives such as brand recognition, increased traffic, user engagement, and loyalty building. However, few studies highlight the risks of prioritizing economic gains over ecological sustainability and the massive tons of CO2 emissions that an average digital ad campaign generates. This study makes a significant contribution to the literature by introducing the novel framework of emission-smart advertising that balances the performance of digital advertising and CO2 emissions reduction. A two-phase methodology combined a qualitative study and the Delphi method. Based on our findings, we elaborate on innovative and rarely discussed theoretical, managerial, and community contributions. These contributions concern solutions merging media performance evaluation and reduction of CO2 emissions of digital ad campaigns, as well as the optimization process at all stages, including energy saving, choice, formats, data, and key performance indicators.

Suggested Citation

  • El Hana, Nadr & Kondrateva, Galina & Martin, Silvia, 2024. "Emission-smart advertising: Balancing performance with CO2 emissions in digital advertising," Technological Forecasting and Social Change, Elsevier, vol. 209(C).
  • Handle: RePEc:eee:tefoso:v:209:y:2024:i:c:s0040162524006164
    DOI: 10.1016/j.techfore.2024.123818
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0040162524006164
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.techfore.2024.123818?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. World Bank, "undated". "State and Trends of Carbon Pricing 2023," World Bank Publications - Reports 39796, The World Bank Group.
    2. Akpan, P.U. & Fuls, W.F., 2021. "Cycling of coal fired power plants: A generic CO2 emissions factor model for predicting CO2 emissions," Energy, Elsevier, vol. 214(C).
    3. Kuisma, Jarmo & Simola, Jaana & Uusitalo, Liisa & Öörni, Anssi, 2010. "The Effects of Animation and Format on the Perception and Memory of Online Advertising," Journal of Interactive Marketing, Elsevier, vol. 24(4), pages 269-282.
    4. World Bank, "undated". "State and Trends of Carbon Pricing," World Bank Publications - Reports 40700, The World Bank Group.
    5. Campbell, Benjamin & Khachatryan, Hayk & Behe, Bridget & Dennis, Jennifer & Hall, Charles, 2015. "Consumer Perceptions of Eco-friendly and Sustainable Terms," Agricultural and Resource Economics Review, Northeastern Agricultural and Resource Economics Association, vol. 44(01), pages 1-14, April.
    6. Insoo Sohn & Huaping Liu & Nirwan Ansari, 2015. "Optimizing Cellular Networks Enabled with Renewal Energy via Strategic Learning," PLOS ONE, Public Library of Science, vol. 10(7), pages 1-13, July.
    7. von der Gracht, Heiko A. & Stillings, Christopher, 2013. "An innovation-focused scenario process — A case from the materials producing industry," Technological Forecasting and Social Change, Elsevier, vol. 80(4), pages 599-610.
    8. Barrios, Maite & Guilera, Georgina & Nuño, Laura & Gómez-Benito, Juana, 2021. "Consensus in the delphi method: What makes a decision change?," Technological Forecasting and Social Change, Elsevier, vol. 163(C).
    9. Keller, Kevin Lane, 2010. "Brand Equity Management in a Multichannel, Multimedia Retail Environment," Journal of Interactive Marketing, Elsevier, vol. 24(2), pages 58-70.
    10. Förster, Bernadette & von der Gracht, Heiko, 2014. "Assessing Delphi panel composition for strategic foresight — A comparison of panels based on company-internal and external participants," Technological Forecasting and Social Change, Elsevier, vol. 84(C), pages 215-229.
    11. Na Liu & Xiao-jiao Ding & Jian-qi Mao & Yan-hui Wei, 2023. "Research on the Influence of Enterprise’s Digital Transformation on Carbon Emission Intensity——A Moderated Mediation Model," International Business Research, Canadian Center of Science and Education, vol. 16(4), pages 1-27, April.
    12. Jessica Edlom, 2022. "The Engagement Imperative: Experiences of Communication Practitioners’ Brand Work in the Music Industry," Media and Communication, Cogitatio Press, vol. 10(1), pages 66-76.
    13. Riccardo Brozzi & David Forti & Erwin Rauch & Dominik T. Matt, 2020. "The Advantages of Industry 4.0 Applications for Sustainability: Results from a Sample of Manufacturing Companies," Sustainability, MDPI, vol. 12(9), pages 1-19, May.
    14. Frank Figge & Tobias Hahn & Stefan Schaltegger & Marcus Wagner, 2002. "The Sustainability Balanced Scorecard – linking sustainability management to business strategy," Business Strategy and the Environment, Wiley Blackwell, vol. 11(5), pages 269-284, September.
    15. Luyang Tang & Bangke Lu & Tianhai Tian, 2023. "The Effect of Input Digitalization on Carbon Emission Intensity: An Empirical Analysis Based on China’s Manufacturing," IJERPH, MDPI, vol. 20(4), pages 1-22, February.
    16. Jose Ramon Saura & Pedro Palos-Sanchez & Beatriz Rodríguez Herráez, 2020. "Digital Marketing for Sustainable Growth: Business Models and Online Campaigns Using Sustainable Strategies," Sustainability, MDPI, vol. 12(3), pages 1-5, January.
    17. Hana Choi & Carl F. Mela & Santiago R. Balseiro & Adam Leary, 2020. "Online Display Advertising Markets: A Literature Review and Future Directions," Information Systems Research, INFORMS, vol. 31(2), pages 556-575, June.
    18. Ang, James B., 2007. "CO2 emissions, energy consumption, and output in France," Energy Policy, Elsevier, vol. 35(10), pages 4772-4778, October.
    19. Altanshagai Batmunkh, 2022. "Carbon Footprint of The Most Popular Social Media Platforms," Sustainability, MDPI, vol. 14(4), pages 1-10, February.
    20. Xiaoyan Li & Jia Liu & Peijie Ni, 2021. "The Impact of the Digital Economy on CO 2 Emissions: A Theoretical and Empirical Analysis," Sustainability, MDPI, vol. 13(13), pages 1-15, June.
    21. El Hana, Nadr & Mercanti-Guérin, Maria & Sabri, Ouidade, 2023. "Cookiepocalypse: What are the most effective strategies for advertisers to reshape the future of display advertising?," Technological Forecasting and Social Change, Elsevier, vol. 188(C).
    22. Daniel Schien & Paul Shabajee & Mike Yearworth & Chris Preist, 2013. "Modeling and Assessing Variability in Energy Consumption During the Use Stage of Online Multimedia Services," Journal of Industrial Ecology, Yale University, vol. 17(6), pages 800-813, December.
    23. Zhou, Xiaoyong & Zhou, Dequn & Wang, Qunwei & Su, Bin, 2019. "How information and communication technology drives carbon emissions: A sector-level analysis for China," Energy Economics, Elsevier, vol. 81(C), pages 380-392.
    24. Fritschy, Carolin & Spinler, Stefan, 2019. "The impact of autonomous trucks on business models in the automotive and logistics industry–a Delphi-based scenario study," Technological Forecasting and Social Change, Elsevier, vol. 148(C).
    25. Charmaine du Plessis, 2022. "A Scoping Review of the Effect of Content Marketing on Online Consumer Behavior," SAGE Open, , vol. 12(2), pages 21582440221, April.
    26. Peppel, Marcel & Ringbeck, Jürgen & Spinler, Stefan, 2022. "How will last-mile delivery be shaped in 2040? A Delphi-based scenario study," Technological Forecasting and Social Change, Elsevier, vol. 177(C).
    27. Christopher L. Weber & Jonathan G. Koomey & H. Scott Matthews, 2010. "The Energy and Climate Change Implications of Different Music Delivery Methods," Journal of Industrial Ecology, Yale University, vol. 14(5), pages 754-769, October.
    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. 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).
    2. Zhao, Yu & Gao, Gege & Zhang, Jixiang & Yu, Miao, 2024. "Impact of carbon tax on green building development: An evolutionary game analysis," Energy Policy, Elsevier, vol. 195(C).
    3. Energy Sector Management Assistance Program (ESMAP), 2024. "Scaling Up Renewables in Europe and Central Asia," World Bank Publications - Reports 42578, The World Bank Group.
    4. Wang, Jianda & Dong, Kangyin & Dong, Xiucheng & Taghizadeh-Hesary, Farhad, 2022. "Assessing the digital economy and its carbon-mitigation effects: The case of China," Energy Economics, Elsevier, vol. 113(C).
    5. Xu, Jinou & Pero, Margherita & Fabbri, Margherita, 2023. "Unfolding the link between big data analytics and supply chain planning," Technological Forecasting and Social Change, Elsevier, vol. 196(C).
    6. Beiderbeck, Daniel & Evans, Nicolas & Frevel, Nicolas & Schmidt, Sascha L., 2023. "The impact of technology on the future of football – A global Delphi study," Technological Forecasting and Social Change, Elsevier, vol. 187(C).
    7. Zhongxin Ma & Fenglan Wu, 2022. "Smart City, Digitalization and CO 2 Emissions: Evidence from 353 Cities in China," Sustainability, MDPI, vol. 15(1), pages 1-21, December.
    8. Marinković, Milan & Al-Tabbaa, Omar & Khan, Zaheer & Wu, Jie, 2022. "Corporate foresight: A systematic literature review and future research trajectories," Journal of Business Research, Elsevier, vol. 144(C), pages 289-311.
    9. Shaun Suitor & David Hadley & Fabiano Ximenes, 2025. "Options for Forest Sector Participation in International Carbon Markets: Unlocking the Carbon Market Potential of Australia’s Forest Sector," Land, MDPI, vol. 14(3), pages 1-28, February.
    10. Zhichuan Zhu & Bo Liu & Zhuoxi Yu & Jianhong Cao, 2022. "Effects of the Digital Economy on Carbon Emissions: Evidence from China," IJERPH, MDPI, vol. 19(15), pages 1-21, August.
    11. Richard Bullock & Martha Lawrence & Joanna Moody, 2023. "Unlocking Green Logistics for Development," World Bank Publications - Reports 40529, The World Bank Group.
    12. Škare, Marinko & Gavurova, Beata & Porada-Rochon, Malgorzata, 2024. "Digitalization and carbon footprint: Building a path to a sustainable economic growth," Technological Forecasting and Social Change, Elsevier, vol. 199(C).
    13. Paolo Agnolucci & Defne Gencer & Dirk Heine, 2024. "Total Carbon Pricing for Energy Consumption," World Bank Publications - Reports 41537, The World Bank Group.
    14. Peppel, Marcel & Ringbeck, Jürgen & Spinler, Stefan, 2022. "How will last-mile delivery be shaped in 2040? A Delphi-based scenario study," Technological Forecasting and Social Change, Elsevier, vol. 177(C).
    15. Zhao, Haoran & Guo, Sen, 2023. "Analysis of the non-linear impact of digital economy development on energy intensity: Empirical research based on the PSTR model," Energy, Elsevier, vol. 282(C).
    16. Ellen Thio & MeiXuen Tan & Liang Li & Muhammad Salman & Xingle Long & Huaping Sun & Bangzhu Zhu, 2022. "The estimation of influencing factors for carbon emissions based on EKC hypothesis and STIRPAT model: Evidence from top 10 countries," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 24(9), pages 11226-11259, September.
    17. Kopyto, Matthias & Lechler, Sabrina & von der Gracht, Heiko A. & Hartmann, Evi, 2020. "Potentials of blockchain technology in supply chain management: Long-term judgments of an international expert panel," Technological Forecasting and Social Change, Elsevier, vol. 161(C).
    18. Nasreen, Samia & Anwar, Sofia & Ozturk, Ilhan, 2017. "Financial stability, energy consumption and environmental quality: Evidence from South Asian economies," Renewable and Sustainable Energy Reviews, Elsevier, vol. 67(C), pages 1105-1122.
    19. Kaika, Dimitra & Zervas, Efthimios, 2013. "The environmental Kuznets curve (EKC) theory. Part B: Critical issues," Energy Policy, Elsevier, vol. 62(C), pages 1403-1411.
    20. Erasmia Kotroni & Dimitra Kaika & Efthimios Zervas, 2020. "Environmental Kuznets Curve in Greece in the period 1960-2014," International Journal of Energy Economics and Policy, Econjournals, vol. 10(4), pages 364-370.

    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:209:y:2024:i:c:s0040162524006164. 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.