Problem
Research questions and friction points this paper is trying to address.
sustainability gap
robotics research
sustainable development goals
sustainability awareness
responsible innovation
The Sustainability Gap in Robotics: A Large-Scale Survey of Sustainability Awareness in 50,000 Research Articles
🤖 AI Summary
This study addresses the notable gap in sustainability considerations within contemporary robotics research, despite its strong relevance to the United Nations Sustainable Development Goals (SDGs). Conducting the first large-scale literature analysis in this domain, the work employs text mining and natural language processing techniques to systematically examine discussions of social, ecological, and sustainability-related themes across nearly 50,000 open-access papers published on arXiv between 2015 and early 2026. The findings reveal that fewer than 2% of papers mention sustainability, less than 0.1% explicitly reference the SDGs, and under 5% are driven by sustainability-oriented objectives. These results underscore a significant disconnect between current robotics research practices and global sustainability agendas, prompting the authors to propose targeted strategies for better alignment with the SDGs.
📝 Abstract
We present a large-scale survey of sustainability communication and motivation in robotics research. Our analysis covers nearly 50,000 open-access papers from arXiv's cs.RO category published between 2015 and early 2026. In this study, we quantify how often papers mention social, ecological, and sustainability impacts, and we analyse their alignment with the UN Sustainable Development Goals (SDGs).
The results reveal a persistent gap between the field's potential and its stated intent. While a large fraction of robotics papers can be mapped to SDG-relevant domains, explicit sustainability motivation remains remarkably low. Specifically, mentions of sustainability-related impacts are typically below 2%, explicit SDG references stay below 0.1%, and the proportion of sustainability-motivated papers remains below 5%. These trends suggest that while the field of robotics is advancing rapidly, sustainability is not yet a standard part of research framing.
We conclude by proposing concrete actions for researchers, conferences, and institutions to close these awareness and motivation gaps, supporting a shift toward more intentional and responsible innovation.
Innovation
Methods, ideas, or system contributions that make the work stand out.
sustainability gap
large-scale survey
robotics research
UN Sustainable Development Goals
responsible innovation
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