The influence of global governance on the sustainable performance of countries

Massuga, Flavia; Larson, Marcos Aurélio; Kuhl, Marcos Roberto; Doliveira, Sérgio Luis Dias

doi:10.1007/s10668-023-03827-4

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2024

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Cited by 3 publications

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Digitalization and Its Limits in Reducing Economic and Social Divide in Northern Greece

Lukovic

2024

Contributions to Economics

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Digitalization and Its Limits in Reducing Economic and Social Divide in Northern Greece

Lukovic

2024

Contributions to Economics

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Towards Sustainability of AI – Identifying Design Patterns for Sustainable Machine Learning Development

Leuthe,

Meyer-Hollatz,

Plank

et al. 2024

Inf Syst Front

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As artificial intelligence (AI) and machine learning (ML) advance, concerns about their sustainability impact grow. The emerging field "Sustainability of AI" addresses this issue, with papers exploring distinct aspects of ML’s sustainability. However, it lacks a comprehensive approach that considers all ML development phases, treats sustainability holistically, and incorporates practitioner feedback. In response, we developed the sustainable ML design pattern matrix (SML-DPM) consisting of 35 design patterns grounded in justificatory knowledge from research, refined with naturalistic insights from expert interviews and validated in three real-world case studies using a web-based instantiation. The design patterns are structured along a four-phased ML development process, the sustainability dimensions of environmental, social, and governance (ESG), and allocated to five ML stakeholder groups. It represents the first artifact to enhance each ML development phase along each ESG dimension. The SML-DPM fuels advancement by aggregating distinct research, laying the groundwork for future investigations, and providing a roadmap for sustainable ML development.

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Examining the impact of mineral export controls on sustainable energy transition in the global south

Han,

Chen,

Wang

et al. 2024

Resources Policy

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The influence of global governance on the sustainable performance of countries

Cited by 3 publications

References 57 publications

Digitalization and Its Limits in Reducing Economic and Social Divide in Northern Greece

Digitalization and Its Limits in Reducing Economic and Social Divide in Northern Greece

Towards Sustainability of AI – Identifying Design Patterns for Sustainable Machine Learning Development

Examining the impact of mineral export controls on sustainable energy transition in the global south

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