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Sustainability in Numbers by Data Analytics

Author

Listed:
  • Seeram Ramakrishna

    (National University of Singapore)

  • Wayne Hu
  • Rajan Jose

    (Universiti Malaysia Pahang)

Abstract

For a successful delivery of the United Nations Sustainable Development Goals (UNSDGs) and to track the progress of UNSDGs as well as identify the gaps and the areas requiring more attention, periodic analyses on the “research on sustainability” by various countries and their contribution to the topic are inevitable. This paper tracks the trends in sustainability research including the geographical distribution on sustainability research, their level of multi-disciplinarity and the cross-border collaboration, their distribution of funding with respect to the UNSDGs, and the lifecycle analyses. Cumulative publications and patents on sustainability could be fitted to an exponential function, thereby highlighting the importance of the research on sustainability in the recent past. Besides, this analytics quantifies cross-border collaborations and knowledge integration to solve critical issues as well as traditional and emerging sources to undertake sustainability research. As an important aspect of resource sustainability and circular economy, trends in publication and funding on lifecycle assessment have also been investigated. The analytics present here identify that major sustainability research volume is from the social sciences as well as business and economics sectors, whereas contributions from the engineering disciplines to develop technologies for sustainability practices are relatively lower. Similarly, funding distribution is also not evenly distributed under various SDGs; the larger share of funding has been on energy security and climate change research. Thus, this study identifies many gaps to be filled for the UNSDGs to be successful.

Suggested Citation

  • Seeram Ramakrishna & Wayne Hu & Rajan Jose, 2023. "Sustainability in Numbers by Data Analytics," Circular Economy and Sustainability,, Springer.
    • Handle: RePEc:spr:circec:v:3:y:2023:i:2:d:10.1007_s43615-022-00201-w
    DOI: 10.1007/s43615-022-00201-w
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    References listed on IDEAS

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    1. Rosario Michel-Villarreal & Eliseo Luis Vilalta-Perdomo & Maurizio Canavari & Martin Hingley, 2021. "Resilience and Digitalization in Short Food Supply Chains: A Case Study Approach," Sustainability, MDPI, vol. 13(11), pages 1-23, May.
    2. Mariana Oliveira & Mécia Miguel & Sven Kevin Langen & Amos Ncube & Amalia Zucaro & Gabriella Fiorentino & Renato Passaro & Remo Santagata & Nick Coleman & Benjamin H. Lowe & Sergio Ulgiati & Andrea Ge, 2021. "Circular Economy and the Transition to a Sustainable Society: Integrated Assessment Methods for a New Paradigm," Circular Economy and Sustainability,, Springer.
    3. Zeplin Jiwa Husada Tarigan & Hotlan Siagian & Ferry Jie, 2021. "Impact of Internal Integration, Supply Chain Partnership, Supply Chain Agility, and Supply Chain Resilience on Sustainable Advantage," Sustainability, MDPI, vol. 13(10), pages 1-18, May.
    4. Liang Dong & Zhaowen Liu & Yuli Bian, 2021. "Match Circular Economy and Urban Sustainability: Re-investigating Circular Economy Under Sustainable Development Goals (SDGs)," Circular Economy and Sustainability,, Springer.
    5. Giulia Sonetti & Martin Brown & Emanuele Naboni, 2019. "About the Triggering of UN Sustainable Development Goals and Regenerative Sustainability in Higher Education," Sustainability, MDPI, vol. 11(1), pages 1-17, January.
    6. Shoukohyar, Sajjad & Seddigh, Mohammad Reza, 2020. "Uncovering the dark and bright sides of implementing collaborative forecasting throughout sustainable supply chains: An exploratory approach," Technological Forecasting and Social Change, Elsevier, vol. 158(C).
    7. Emily Elhacham & Liad Ben-Uri & Jonathan Grozovski & Yinon M. Bar-On & Ron Milo, 2020. "Global human-made mass exceeds all living biomass," Nature, Nature, vol. 588(7838), pages 442-444, December.
    8. Rustico, Erica & Dimitrov, Stanko, 2022. "Environmental taxation: The impact of carbon tax policy commitment on technology choice and social welfare," International Journal of Production Economics, Elsevier, vol. 243(C).
    9. Andrea Cecchin & Roberta Salomone & Pauline Deutz & Andrea Raggi & Laura Cutaia, 2021. "What Is in a Name? The Rising Star of the Circular Economy as a Resource-Related Concept for Sustainable Development," Circular Economy and Sustainability,, Springer.
    10. Piyapong Janmaimool & Jaruwan Chontanawat, 2021. "Do University Students Base Decisions to Engage in Sustainable Energy Behaviors on Affective or Cognitive Attitudes?," Sustainability, MDPI, vol. 13(19), pages 1-18, September.
    11. Qiaoyan Sheng & Xuan Zheng & Nian Zhong, 2021. "Financing for sustainability: Empirical analysis of green bond premium and issuer heterogeneity," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 107(3), pages 2641-2651, July.
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