Publications

03 Mar 2022
HBS Seminar

Daniela Saban, Stanford

Program

Finance for Senior Executives

divisional levels Recognize and address biases within financial systems and structures Identify the best performance metrics Forecast and monitor outcomes with greater confidence Improve collaboration with senior-level peers Become a more... View Details

2024
Conference Paper

Quantifying Uncertainty in Natural Language Explanations of Large Language Models

By: Himabindu Lakkaraju, Sree Harsha Tanneru and Chirag Agarwal

Large Language Models (LLMs) are increasingly used as powerful tools for several high-stakes natural language processing (NLP) applications. Recent prompting works claim to elicit intermediate reasoning steps and key tokens that serve as proxy explanations for LLM... View Details

Keywords: Large Language Model; AI and Machine Learning

2015
Chapter

The Fourth Wave: Business Management and Business Education in the Age of the Anthropocene

By: Andrew J. Hoffman and John Ehrenfeld

Sustainability has become mainstream in both management practice and management research. Firms incorporate sustainability strategies into their core mission. University administrators promote sustainability as central to their curricula. Scholars pursue sustainability... View Details

Keywords: Environmental Sustainability; Social Issues; Natural Environment; Leading Change; Management Systems

2016
Article

Organizational Decision-Making and Information: Angel Investments by Venture Capital Partners

By: Andy Wu

We study information aggregation in organizational decision-making for the financing of entrepreneurial ventures. We introduce a formal model of voting where agents face costly tacit information to improve their decision quality. Equilibrium outcomes suggest a... View Details

Keywords: Entrepreneurial Finance; Angel Investors; Organization Design; Voting; Group Decision-making; Information; Strategy; Organizations; Entrepreneurship; Decision Making; Financing and Loans

May 2014
Case

Building a High Performance Culture at IDFC

By: V.G. Narayanan and Vidhya Muthuram

IDFC was set up in 1997 to direct private finance to infrastructure projects in India. Over the years, it expanded its capabilities to become a 'complete solutions provider' offering financing solutions including debt and equity, investment banking, brokerage and asset... View Details

Educators

June, 2023
Article

Walking the Purpose-Talk Inside a Large Company: Sustainable Product Development as an Instance of Divergent Change

By: Marissa Kimsey, Thijs Geradts and Julie Battilana

There is a growing interest in large companies pursuing a new purpose—changing their core reason for being from a singular focus on financial gain to a renewed responsibility to people and the planet alongside profit. Yet knowledge of how a large company can walk that... View Details

Keywords: Product Development; Environmental Sustainability; Mission and Purpose; Leading Change

Article

Are Buybacks Really Shortchanging Investment?

By: Jesse M. Fried and Charles C.Y. Wang

It’s no secret that the American economy is suffering from the twin ills of slow growth and rising income inequality. Many lay the blame at the doors of America’s largest public corporations. The charge? These firms prefer to distribute cash generated from their... View Details

Keywords: Economy; Investment; Stocks; Business and Shareholder Relations; Equality and Inequality; United States

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2022
White Paper

The American Opportunity Index: A Corporate Scorecard of Worker Advancement

By: Matt Sigelman, Joseph Fuller, Nik Dawson and Gad Levanon

The American Opportunity Index: A Corporate Scorecard of Worker Advancement is a new effort to give companies and other stakeholders a set of robust tools that measure how well major employers are doing in fostering economic mobility for workers and how they could do... View Details

Keywords: Upward Mobility; Career Advancement; Personal Development and Career; Compensation and Benefits; Employees; Wages; Human Capital; Recruitment

Forthcoming
Article

Slowly Varying Regression Under Sparsity

By: Dimitris Bertsimas, Vassilis Digalakis Jr, Michael Lingzhi Li and Omar Skali Lami

We consider the problem of parameter estimation in slowly varying regression models with sparsity constraints. We formulate the problem as a mixed integer optimization problem and demonstrate that it can be reformulated exactly as a binary convex optimization problem... View Details

Keywords: Mathematical Methods; Analytics and Data Science

February 2014
Article

Developing a System to Track Meaningful Outcome Measures in Head and Neck Cancer Treatment

By: Ronald S. Walters, Heidi W. Albright, Randal S. Weber, Thomas W. Feeley, Ehab Y. Hanna, Scott B. Cantor, Carol M. Lewis and Thomas W. Burke

The health care industry, including consumers, providers, and payers of health care, recognize the importance of developing meaningful, patient-centered measures. This article describes our experience using an existing electronic medical record largely based on free... View Details

Keywords: Cancer Treatment; Cancer Care In The U.S.; Outcomes Measurement; Health Care and Treatment; Measurement and Metrics; Health Industry; North and Central America

May 19, 2021
Article

Measuring the Impact of #MeToo on Gender Equity in Hollywood

By: Hong Luo and Laurina Zhang

The #MeToo movement has brought issues of sexual harassment and gender inequities to the forefront around the world. But how much of a tangible impact has it had on the experiences of women in the workplace? In this piece, the authors discuss their research that... View Details

Keywords: #MeToo Movement; Gender Equity; Creative Industries; Impact; Gender; Equality and Inequality; Film Entertainment; Social Issues

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November 8, 2018
Article

Transitioning Payment Models: Fee-for-Service to Value-Based Care

By: Thomas W. Feeley and Namita Seth Mohta

In a survey of the NEJM Catalyst Insights Council in July 2018, 42% of respondents say they think value-based reimbursement models will be the primary revenue model for U.S. health care. Indeed, this transition is already happening. Respondents report that a quarter of... View Details

Keywords: Payment Methods; Value-based Healthcare Reimbursements; Health Care and Treatment; Value; Transformation

October 2017 (Revised April 2018)
Case

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

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

Managers make predictions all the time: How fast will my markets grow? How much inventory do I need? How intensively should I monitor my suppliers? Which potential customers will be most responsive to a particular marketing campaign? Which job candidates should I... View Details

Keywords: Machine Learning; Policy Implementation; Empirical Research; Inspection; Occupational Safety; Occupational Health; Regulation; Analysis; Forecasting and Prediction; Policy; Operations; Supply Chain Management; Safety; Manufacturing Industry; Construction Industry; United States

Educators

Article

Use of Crowd Innovation to Develop an Artificial Intelligence-Based Solution for Radiation Therapy Targeting

By: Raymond H. Mak, Michael G. Endres, Jin Hyun Paik, Rinat A. Sergeev, Hugo Aerts, Christopher L. Williams, Karim R. Lakhani and Eva C. Guinan

Importance: Radiation therapy (RT) is a critical cancer treatment, but the existing radiation oncologist work force does not meet growing global demand. One key physician task in RT planning involves tumor segmentation for targeting, which requires substantial... View Details

Keywords: Crowdsourcing; AI Algorithms; Health Care and Treatment; Collaborative Innovation and Invention; AI and Machine Learning

August 2019
Case

Bark Gift Shop Ltd.

By: Susanna Gallani, Jan Bouwens and Peter Kroos

This case describes a setting in which the CFO of Bark Gift Shop Ltd., a gift items retailer, discovers an undesired pattern in the performance data suggesting that her shop managers that perform well during the first part of the year, purposely reduce their effort in... View Details

Keywords: Data Analytics; Employees; Behavior; Performance; Management; Goals and Objectives; Motivation and Incentives; Analysis

Educators

August 2016
Article

Value-Based Breast Cancer Care: A Multidisciplinary Approach for Defining Patient-Centered Outcomes

By: Fayanju M. Oluwadamilola, Tinisha L. Mayo, Tracy E. Spinks, Seohyun Lee, Carlos H. Barcenas, Benjamin D. Smith, Sharon H. Giordano, Rosa F. Hwang, Richard A. Ehlers, Jesse C. Selber, Ronald Walters, Debu Tripathy, Kelly K. Hunt, Thomas A. Buchholz, Thomas W. Feeley and Henry M. Kuerer

Purpose. Value in healthcare—i.e., patient-centered outcomes achieved per healthcare dollar spent—can define quality and unify performance improvement goals with health outcomes of importance to patients across the entire cycle of care. We describe the process... View Details

Keywords: Health Disorders; Value; Health Care and Treatment; Performance Improvement; Health Industry