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Physical Sciences and Mathematics Commons

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Full-Text Articles in Physical Sciences and Mathematics

Environmental Soft Law As A Governance Strategy, Cary Coglianese Oct 2020

Environmental Soft Law As A Governance Strategy, Cary Coglianese

All Faculty Scholarship

Soft law governance relies on nongovernmental institutions that establish and implement voluntary standards. Compared with traditional hard law solutions to societal and economic problems, soft law alternatives promise to be more politically feasible to establish and then easier to adapt in the face of changing circumstances. They may also seem more likely to be flexible in what they demand of targeted businesses and other entities. But can soft law actually work to solve major problems? This Article considers the value of soft law governance through the lens of three major voluntary, nongovernmental initiatives that address environmental concerns: (1) ISO 14001 …


Imagining Transformative Biodiversity Futures, Carina Wyborn, Federico Davila, Laura Pereira, Michelle Mei Ling Lim, Et Al. Aug 2020

Imagining Transformative Biodiversity Futures, Carina Wyborn, Federico Davila, Laura Pereira, Michelle Mei Ling Lim, Et Al.

Research Collection Yong Pung How School Of Law

Biodiversity research is replete with scientific studies depicting future trajectories of decline that have failed to mobilize transformative change. Imagination and creativity can foster new ways to address longstanding problems to create better futures for people and the planet.


The Global Sustainability Footprint Of Sovereign Wealth Funds, Hao Liang, Luc Renneboog Jun 2020

The Global Sustainability Footprint Of Sovereign Wealth Funds, Hao Liang, Luc Renneboog

Research Collection Lee Kong Chian School Of Business

With the emergence of sovereign wealth funds (SWFs) around the world managing equity of over $8 trillion, their impact on the corporate landscape and social welfare is being scrutinized. This study investigates whether and how SWFs incorporate environmental, social, and governance (ESG) considerations in their investment decisions in publicly listed corporations, as well as the subsequent evolution of target firms' ESG performance. We find that SWF funds do consider the level of past ESG performance as well as recent ESG score improvement when taking ownership stakes in listed companies. These results are driven by the SWF funds that do have …


Deploying Machine Learning For A Sustainable Future, Cary Coglianese May 2020

Deploying Machine Learning For A Sustainable Future, Cary Coglianese

All Faculty Scholarship

To meet the environmental challenges of a warming planet and an increasingly complex, high tech economy, government must become smarter about how it makes policies and deploys its limited resources. It specifically needs to build a robust capacity to analyze large volumes of environmental and economic data by using machine-learning algorithms to improve regulatory oversight, monitoring, and decision-making. Three challenges can be expected to drive the need for algorithmic environmental governance: more problems, less funding, and growing public demands. This paper explains why algorithmic governance will prove pivotal in meeting these challenges, but it also presents four likely obstacles that …