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• Case | HBS Case Collection | October 2017 (Revised April 2018)

  Improving Worker Safety in the Era of Machine Learning (A)

  Michael W. Toffel, Dan Levy, Jose Ramon Morales Arilla and Matthew S. Johnson

  Keywords: Machine learning; policy implementation; Empirical Research; inspection; safety; occupational safety; occupational health; regulation; Analysis; Forecasting and Prediction; Policy; Operations; Supply Chain Management; Safety; Manufacturing Industry; Construction Industry; United States;

  Citation:

  Toffel, Michael W., Dan Levy, Jose Ramon Morales Arilla, and Matthew S. Johnson. "Improving Worker Safety in the Era of Machine Learning (A)." Harvard Business School Case 618-019, October 2017. (Revised April 2018.)  View Details

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• Supplement | HBS Case Collection | April 2018

  Improving Worker Safety in the Era of Machine Learning (B)

  Michael W. Toffel, Dan Levy, Astrid Camille Pineda, Jose Ramon Morales Arilla and Matthew S. Johnson

  Citation:

  Toffel, Michael W., Dan Levy, Astrid Camille Pineda, Jose Ramon Morales Arilla, and Matthew S. Johnson. "Improving Worker Safety in the Era of Machine Learning (B)." Harvard Business School Supplement 618-064, April 2018.  View Details

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• Article | Harvard Business Review (website) | March 2018

  Divided We Lead: CEO Activism Has Entered the Mainstream

  Aaron K. Chatterji and Michael W. Toffel

  Leaders in all sectors, from business to sports to education, are increasingly wading into controversial political and social issues. Based on interviews with leaders who have made activism part of their core activities, we found that they feel compelled to address hot-button issues and are guided by their own values as well as the history and culture of their organization. They also complement their public activities with a “ground game” executed out of the limelight.

  Keywords: Leadership; Values and Beliefs; Social Issues; Communication Strategy;

  Citation:

  Chatterji, Aaron K., and Michael W. Toffel. "Divided We Lead: CEO Activism Has Entered the Mainstream." Special Issue on HBR Big Idea on Leadership in a Hot-button World. Harvard Business Review (website) (March 2018).  View Details

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