Publications

11 Mar 2008
Working Paper Summaries

Finding Missing Markets (and a disturbing epilogue): Evidence from an Export Crop Adoption and Marketing Intervention in Kenya

Keywords: by Nava Ashraf, Xavier Giné & Dean Karlan; Food & Beverage

2019
Article

An Empirical Study of Rich Subgroup Fairness for Machine Learning

By: Michael J Kearns, Seth Neel, Aaron Leon Roth and Zhiwei Steven Wu

Kearns et al. [2018] recently proposed a notion of rich subgroup fairness intended to bridge the gap between statistical and individual notions of fairness. Rich subgroup fairness picks a statistical fairness constraint (say, equalizing false positive rates across... View Details

Keywords: Machine Learning; Fairness; AI and Machine Learning

June 2010 (Revised September 2011)
Background Note

An Overview of Project Finance and Infrastructure Finance--2009 Update

By: Benjamin C. Esty and Aldo Sesia

Provides an introduction to the fields of project finance and infrastructure finance and gives a statistical overview of project-financed investments over the years from 2005 to 2009. Examples of project-financed investments include the $1.4 billion Mozal aluminum... View Details

Keywords: Project Finance; Infrastructure; Investment; Projects; Trends

Educators

Purchase

February 2018
Article

Structural GARCH: The Volatility-Leverage Connection

By: Robert F. Engle and Emil N. Siriwardane

During the financial crisis, financial firm leverage and volatility both rose dramatically. Consequently, institutions are being asked to reduce leverage in order to reduce risk, though the effectiveness depends upon the role of capital structure in volatility. To... View Details

Keywords: Leverage; Credit Risk; Crisis Management; Equity; Volatility; Credit; Risk Management; Financial Crisis

15 Nov 2021
News

Research: Customers Will Reward Companies for Smaller Gender Pay Gaps

Web

PhD Programs - Doctoral

behavior of shareholders, regulators, customers, and suppliers, and the process by which information is disclosed. Accounting research uses statistical and econometric methods and theoretical economic modeling, and often draws from... View Details

2023
Working Paper

Insufficiently Justified Disparate Impact: A New Criterion for Subgroup Fairness

By: Neil Menghani, Edward McFowland III and Daniel B. Neill

In this paper, we develop a new criterion, "insufficiently justified disparate impact" (IJDI), for assessing whether recommendations (binarized predictions) made by an algorithmic decision support tool are fair. Our novel, utility-based IJDI criterion evaluates false... View Details

Keywords: AI and Machine Learning; Forecasting and Prediction; Prejudice and Bias

Article

Do Post-menopausal Women Provide More Care to Their Kin?: Evidence of Grandparental Caregiving from Two Large-scale National Surveys

By: Marlise Hofer, Hanne Collins, Gita D. Mishra and Mark Schaller

Drawing on the logical principles of life-history theory, it may be hypothesized that—compared to pre-menopausal women—post-menopausal women will spend more time caring for grandchildren and other kin. This hypothesis was tested in two studies, on results obtained from... View Details

05 Dec 2019
HBS Seminar

Georgia Perakis, MIT Sloan School of Management

Himabindu Lakkaraju

Himabindu "Hima" Lakkaraju is an Assistant Professor of Business Administration at Harvard Business School. She is also a faculty affiliate in the Department of Computer Science at Harvard University, the Harvard Data Science Initiative, Center for Research on... View Details

07 Mar 2016
HBS Seminar

Scott Stern, MIT Sloan School of Management

October 2015
Article

After the Arab Spring: Are Secular Parties the Answer?

By: Mieczysław Boduszyński, Kristin Fabbe and Christopher Lamont

After the "Arab Spring" and the initial democratic reforms in Turkey under the Justice and Development Party (AKP), why has democratic progress remained so elusive in the Middle East and North Africa (MENA)? In recent years, that question has preoccupied numerous... View Details

Keywords: Religion; Government and Politics; Business and Government Relations; North Africa; Egypt; Middle East; Turkey

Article

Small Worlds and Regional Innovation

Small-world networks have attracted much theoretical attention and are widely thought to enhance creativity. Yet empirical studies of their evolution and evidence of their benefits remain scarce. We develop and exploit a novel database on patent coauthorship to... View Details

Keywords: Geographic Location; Collaborative Innovation and Invention; Patents; Performance Productivity; Creativity; Social and Collaborative Networks

Teaching Interest

Applied Business Analytics

Course Overview:

Business Analytics has become a core function in many firms today and is driving innovation in the form of new business and operating models. Data-driven decision-making requires understanding of statistics, computer... View Details

11 Dec 2007
First Look

First Look: December 11, 2007

Working PapersThe Seer of Wellesley Hills: Roger Babson and the Babson Statistical Organization Author:Walter A. Friedman Abstract Roger Babson was a pioneer of the business-forecasting industry in the United States in the early... View Details

Keywords: Martha Lagace

09 Mar 2009
News

2009, Not 1992

26 Oct 2017
News

Will corporate tax cuts boost workers’ wages?

January 2018
Technical Note

The Scope of Business at the Base of the Pyramid: Middle and Lower Income Countries

By: V. Kasturi Rangan and Tricia Gregg

Using World Bank data, the note defines the Base of the Pyramid population as the 4.76 billion people living on less than $10/day. It briefly reviews the perspectives of key business articles that address this market, notably C.K. Prahalad’s work on Bottom of the... View Details

Keywords: Developing Countries and Economies; Poverty; Social Issues; Human Needs; Segmentation