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  • Article

A Prescriptive Analytics Framework for Optimal Policy Deployment Using Heterogeneous Treatment Effects

By: Edward McFowland III, Sandeep Gangarapu, Ravi Bapna and Tianshu Sun
We define a prescriptive analytics framework that addresses the needs of a constrained decision-maker facing, ex ante, unknown costs and benefits of multiple policy levers. The framework is general in nature and can be deployed in any utility maximizing context, public... View Details
Keywords: Prescriptive Analytics; Heterogeneous Treatment Effects; Optimization; Observed Rank Utility Condition (OUR); Between-treatment Heterogeneity; Machine Learning; Decision Making; Analysis; Mathematical Methods
Related

    A Prescriptive Analytics Framework for Optimal Policy Deployment Using Heterogeneous Treatment Effects

    We define a prescriptive analytics framework that addresses the needs of a constrained decision-maker facing, ex ante, unknown costs and benefits of multiple policy levers. The framework is general in nature and can be deployed in any utility maximizing... View Details
    • April 2024 (Revised July 2024)
    • Case

    Market Dynamics and Moral Dilemmas: Novo Nordisk’s Weight-Loss Drugs

    By: Joseph L. Badaracco, Tom Quinn and John Schultz
    Danish pharmaceutical company Novo Nordisk was owned by a charitable foundation, and since its founding in the 1920s had focused on producing insulin to treat diabetes. In 2017, however, it released Ozempic, a diabetes treatment with the revolutionary side effect of... View Details
    Keywords: Cost vs Benefits; Decisions; Judgments; Values and Beliefs; Global Strategy; Health Care and Treatment; Patents; Growth and Development Strategy; Growth Management; Product Positioning; Supply and Industry; Supply Chain; Corporate Social Responsibility and Impact; Mission and Purpose; Philanthropy and Charitable Giving; Opportunities; Social Issues; Equality and Inequality; Pharmaceutical Industry; Health Industry; Denmark; United States; Europe; China; India; Middle East; North Africa
    Related
    • 09 Jul 2024
    • Research & Ideas

    Are Management Consulting Firms Failing to Manage Themselves?

    After nearly a decade of uninterrupted growth, strategic consulting firms are now facing one of their most challenging periods in memory, prompting widespread cutbacks in staff and changes to recruiting. How did these firms get to this painful point? In View Details
    Keywords: by David Fubini; Consulting
    • January 2014
    • Case

    Anglo American: Implementing a 'Social Way' for Global Mining

    By: Christopher Marquis, David Plumb, Tom Blathwayt and Zoe Yang

    The mining giant Anglo American attempts to differentiate itself through its social performance, yet public expectations are still growing. Maintaining a "social license" to operate was increasingly challenging and critical to business success.

    The case... View Details

    Keywords: Global Mining; Localization; Socioeconomic Issues; Procurement; Corporate Social Responsibility and Impact; Supply Chain Management; Globalization; Reputation; Emerging Markets; Mining Industry; South Africa
    Related
    • 2022
    • Working Paper

    How Do Investors Value ESG?

    By: Malcolm Baker, Mark Egan and Suproteem K. Sarkar
    Environmental, social, and governance (ESG) objectives have risen to near the top of the agenda for corporate executives and boards, driven in large part by their perceptions of shareholder interest. We quantify the value that shareholders place on ESG using a revealed... View Details
    Keywords: Investment; Investment Portfolio; Corporate Social Responsibility and Impact; Business and Shareholder Relations; Environmental Sustainability; Governance; Financial Services Industry; United States
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    • Web

    Resumes & Cover Letters - Alumni

    up to 10 times to track improvement Resumes: Sections, Templates & Examples + – Expected Sections Contact details - Let others know who you are and how to get in touch with you. In addition to your name, you should list your mailing... View Details
    • 12 Oct 2006
    • First Look

    First Look: October 12, 2006

      Working PapersDo Corporate Social Responsibility Ratings Predict Corporate Social Performance? Authors:Aaron K. Chatterji, David I. Levine, and Michael W. Toffel Abstract Ratings of corporations' environmental activities and... View Details
    Keywords: Sean Silverthorne
    • 14 Jun 2023
    • Research & Ideas

    Four Steps to Building the Psychological Safety That High-Performing Teams Need

    environments where candor is expected and where employees can speak up without fear of retribution. When employees feel psychologically safe, they’re empowered to iterate and take risks—leading to better team performance. “You no longer... View Details
    Keywords: by Kara Baskin
    • 12 Apr 2011
    • First Look

    First Look: April 12

    monitoring efforts as well as the syndication process. Working Papers The Consequences of Mandatory Corporate Sustainability Reporting Authors: Ioannis Ioannou and George Serafeim Abstract : We examine the effect of mandatory sustainability reporting on several... View Details
    Keywords: Sean Silverthorne
    • Web

    Marketing - Doctoral

    engage in a broad spectrum of disciplinary bases. Curriculum & Coursework Our programs are full-time degree programs which officially begin in August. Students are expected to complete their program in five years. Typically, the first two... View Details
    • 13 Dec 2011
    • First Look

    First Look: Dec. 13

    donate. In some equilibria of the model, poor people give little because they expect donations to come mainly from richer individuals. In others, donations by poor individuals constitute a large fraction of donations, and this raises the... View Details
    Keywords: Sean Silverthorne
    • Article

    Values, Purpose, Meaning, and Expectations: Why Culture and Context Matter

    By: Rosabeth M. Kanter
    The "rational person" standard, based on assumptions of economic self-interest, has long prevailed in legal reasoning. But understanding of decision making, behavioral choices, and possibilities for action must be enlarged to include a variety of factors that give... View Details
    Keywords: Standards; Interests; Decision Making; Behavior; Value; Groups and Teams; Performance Expectations; Organizational Culture; Leadership; Business Cycles; Forecasting and Prediction; Motivation and Incentives
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    • Program

    Preparing to Be a Corporate Director

    opportunities in corporate board service. You will gain a greater understanding of the role and responsibilities of corporate directors and the challenges you can expect to face in that role. By completing... View Details
    • 12 Apr 2010
    • Research & Ideas

    One Report: Better Strategy through Integrated Reporting

    problem where many actors must collaborate together, including companies, investors, accounting firms, sell-side analysts, regulators and standard setters, and NGOs and civil society itself. We all have a responsibility for making... View Details
    Keywords: by Martha Lagace
    • Research Summary

    Growing as a Purposeful Leader

    By: Leonard A. Schlesinger

    Leaders today have to lead in the context of extraordinary changes and challenges. The demands of today's stakeholders have risen significantly, and what is expected of senior leaders is quickly evolving in terms of their mission (more than profit),... View Details

    • November 2008 (Revised February 2009)
    • Case

    Omron: Sensing Society

    By: Rosabeth M. Kanter and Ethan S Bernstein
    "Leading profitable growth is only part of the goal. We cannot live without breathing, but we do not live in order to take a breath,” said Omron's President and CEO, Hisao Sakuta, in 2008. Omron, a $7B global supplier of sensors, control system components, advanced... View Details
    Keywords: Change Management; Transformation; Competitive Advantage; Leadership; Goals and Objectives; Globalized Firms and Management; Innovation and Invention; Values and Beliefs; Mission and Purpose; Electronics Industry
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    • Program

    Growing as a Purposeful Leader

    Summary Leaders today have to lead in the context of extraordinary changes and challenges. The demands of today's stakeholders have risen significantly, and what is expected of senior leaders is quickly evolving in terms of their mission... View Details
    • 28 Nov 2011
    • Research & Ideas

    Rethinking the Fairness of Organ Transplants

    A proposal out of Harvard and MIT to rethink how kidney transplants are allocated could result in a fairer system giving patients longer lives. The new empirical model, which is intensely data driven, would provide a flexible framework to policymakers View Details
    Keywords: by Dennis Fisher; Health
    • 18 May 2009
    • Research & Ideas

    The Unseen Link Between Savings and National Growth

    recent past. Q: What are you working on now? A: On a variety of projects related to building models to analyze economic fluctuations in environments where technology is endogenous. By taking seriously technology, my models generate much more persistent View Details
    Keywords: by Sarah Jane Gilbert