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May 7, 2026Open Access

SDG Buddy: A Holistic Framework For Individual Sustainability Tracking Using Multi-Criteria Impact Assessment And LLM-Driven Gamification

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Authors

TKTejas KakaniSKSamyak KankariyaTSTejal Salunke

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Overview

This framework quantifies individual sustainability actions through gamification in relation to sustainable development goals, highlighting key implications for environmental metrics.

Key Points

  • To develop a framework for tracking and quantifying individual actions aligned with the Sustainable Development Goals.
  • Introduced SDG Buddy framework for sustainability tracking.
  • Integrated large language models for natural language action processing.
  • Implemented life cycle assessment principles for impact scoring.
  • Designed a cloud-native, serverless architecture for scalability and resilience.
  • Bridged the gap between vague intentions and measurable global impact.
  • Enhanced tracking of individual actions beyond carbon footprint.
  • Provided a holistic view of sustainability across the 17 Sustainable Development Goals.

Cite This Study

Kakani et al. (2026) studied this question.

synapsesocial.com/papers/69fbef86164b5133a91a37dchttps://doi.org/10.5281/zenodo.20045136
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Also Consider

Synapse has enriched 5 closely related papers on similar clinical questions. Consider them for comparative context:

  1. 1SDG Buddy: A Holistic Framework For Individual Sustainability Tracking Using Multi-Criteria Impact Assessment And LLM-Driven Gamification2026
  2. 2Streamlined benefit analysis of products based on the Sustainable Development Goals: Integrating the voice of society into life cycle sustainability assessment2024 · 7 citations
  3. 3Towards Development of an Interactive Mobile Application for Teaching The UNSDG2024
  4. 4Digital-enabled life cycle thinking for sustainable food systems: aligning with sustainable development goals2026
  5. 5New pathways for UN SDGs spatialization: GeoSDG toolkit empowering the sustainable future under a spatial context2026