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Full-Text Articles in Business
Deploying Machine Learning For A Sustainable Future, Cary Coglianese
Deploying Machine Learning For A Sustainable Future, Cary Coglianese
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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 …
Management-Based Strategies For Improving Private Sector Environmental Performance, Cary Coglianese, Jennifer Nash
Management-Based Strategies For Improving Private Sector Environmental Performance, Cary Coglianese, Jennifer Nash
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Improvements in environmental quality depend in large measure on changes in private sector management. In recognition of this fact, government and industry have begun in recent years to focus directly on shaping the internal management practices of private firms. New management-based strategies can take many forms, but unlike conventional regulatory approaches they are linked by their distinctive focus on management practices, rather than on environmental technologies or emissions targets. This article offers the first sustained analysis of both public and private sector initiatives designed specifically to improve firms' environmental management. Synthesizing the results of a conference of leading scholars and …