Publications

Find at Harvard

2021
Working Paper

An Empirical Study of Time Allotment and Delays in E-commerce Delivery

By: M. Balakrishnan, MoonSoo Choi and Natalie Epstein

Problem definition: We study how having more time allotted to deliver an order affects the speed of the delivery process. Furthermore, we seek to predict orders that are likely to be delayed early in the delivery process so that actions can be taken to avoid delays.... View Details

Keywords: Logistics; E-commerce; Mathematical Methods; AI and Machine Learning; Performance Productivity

2022
Working Paper

Rethinking Explainability as a Dialogue: A Practitioner's Perspective

By: Himabindu Lakkaraju, Dylan Slack, Yuxin Chen, Chenhao Tan and Sameer Singh

As practitioners increasingly deploy machine learning models in critical domains such as healthcare, finance, and policy, it becomes vital to ensure that domain experts function effectively alongside these models. Explainability is one way to bridge the gap between... View Details

Keywords: Natural Language Conversations; AI and Machine Learning; Experience and Expertise; Interactive Communication; Business and Stakeholder Relations

2022
Working Paper

The Disagreement Problem in Explainable Machine Learning: A Practitioner's Perspective

By: Satyapriya Krishna, Tessa Han, Alex Gu, Javin Pombra, Shahin Jabbari, Steven Wu and Himabindu Lakkaraju

As various post hoc explanation methods are increasingly being leveraged to explain complex models in high-stakes settings, it becomes critical to develop a deeper understanding of if and when the explanations output by these methods disagree with each other, and how... View Details

Keywords: AI and Machine Learning; Analytics and Data Science; Mathematical Methods

2023
Working Paper

The Value of Professional Ties in B2B Markets

By: Navid Mojir and Sriya Anbil

We study how a particular form of social ties (i.e., professional ties proxied by past employment) aﬀects price and proﬁtability in business-to-business (B2B) markets. While most of the work on social ties focuses on information diﬀusion in business-to-consumer... View Details

Keywords: Professional Ties; Social Ties; Business-to-business Marketing; B2B Marketing; Repo; Individual Connections; B2B Pricing; Pricing; Decision-making In Financial Markets; Marketing; Relationships; Price; Financial Markets; Decision Making

2004
Book

Entrepreneurship and Venture Capital

By: Amar Bhidé

Academics and practitioners readily admit the importance of entrepreneurs for the wealth of nations. However, the relationship between the economic and social environment, entrepreneurship and value creation is not yet well understood. Moreover, at the micro-level, the... View Details

Keywords: Entrepreneur; Entrepreneurship; Venture Capital; Corporate Finance

2017
Working Paper

International Business and Emerging Markets: A Long-Run Perspective

By: Geoffrey Jones

This working paper explores long-run patterns in the strategies of international business in developing countries. There was a massive wave of Western multinational investment in the developing world during the first wave of globalization before the 1920s. The... View Details

Keywords: Multinational Firms and Management; Developing Countries and Economies; History; Emerging Markets; Problems and Challenges

2012
Other Unpublished Work

Towards Efficiencies in Canadian Internet Traffic Exchange

By: Benjamin Edelman and Bill Woodcock

Canadian Internet access is heavily and unnecessarily dependent upon foreign infrastructure, especially U.S. infrastructure. This dependence imposes significant burdens upon Canadian Internet users:

* Service prices are higher than would be the case if... View Details

Keywords: Networks; Canada; Privacy; Technology Networks; Rights; Communication Technology; Internet; Ethics; Telecommunications Industry; Canada

2013
Working Paper

Entrepreneurs, Firms and Global Wealth since 1850

By: G. Jones

This working paper integrates the role of entrepreneurship and firms into debates on why Asia, Latin America and Africa were slow to catch up with the West following the Industrial Revolution and the advent of modern economic growth. It argues that the currently... View Details

February 2008 (Revised February 2008)
Supplement

Lincoln Financial Group (B): Making LFD a Reality

LFG reorganizes its business in order to improve customer intimacy. However, to implement the strategy, they need to effect significant changes in the skills of their salespeople. This case series straddles human resource management, corporate strategy, and sales... View Details

Keywords: Organizational Change and Adaptation; Customer Focus and Relationships; Financial Services Industry

Profile

Luc Sirois

lifelong idealism and drive to improve world. Sirois recalls his time at HBS as providing the spark necessary to direct his energies in the early days of the emerging digital superhighway. “Technology was enabling a new world. It didn’t... View Details

Keywords: Health Care; Technology; Nonprofit / Government

10 Apr 2012
First Look

First Look: April 10

How can I avoid compromising my integrity—and stay out of jail? Using lessons from some of the world's greatest businesses, he provides incredible insights into these challenging questions. How Will You Measure Your Life? is full of... View Details

Keywords: Carmen Nobel

02 Jul 2013
Working Paper Summaries

Religion, Politician Identity, and Development Outcomes: Evidence from India

Keywords: by Sonia Bhalotra, Guilhem Cassan, Irma Clots-Figueras & Lakshmi Iyer

15 Feb 2012
Working Paper Summaries

Learning from My Success and From Others’ Failure: Evidence from Minimally Invasive Cardiac Surgery

Keywords: by KC Diwas, Bradley R. Staats & Francesca Gino; Health

June 2024
Article

Valuing the Societal Impact of Medicines and Other Health Technologies: A User Guide to Current Best Practices

By: Jason Shafrin, Jaehong Kim, Joshua T. Cohen, Louis P. Garrison, Dana A. Goldman, Jalpa A. Doshi, Joshua Krieger, Darius N. Lakdawalla, Peter J. Neumann, Charles E. Phelps, Melanie D. Whittington and Richard Willke

This study argues that value assessment conducted from a societal perspective should rely on the Generalized Cost-Effectiveness Analysis (GCEA) framework proposed herein. Recently developed value assessment inventories—such as the Second Panel on Cost-Effectiveness’s... View Details

Keywords: Health Care and Treatment; Valuation; Cost vs Benefits; Society

March 2023
Article

Learning to Successfully Hire in Online Labor Markets

By: Marios Kokkodis and Sam Ransbotham

Hiring in online labor markets involves considerable uncertainty: which hiring choices are more likely to yield successful outcomes and how do employers adjust their hiring behaviors to make such choices? We argue that employers will initially explore the value of... View Details

Keywords: Selection and Staffing; Analysis; Decision Choices and Conditions

Find at Harvard

March 2022
Case

The Goldman Sachs 10,000 Small Businesses Program: 2009-2021

By: Leonard A. Schlesinger and Julia Kelley

In December 2021, more than a decade after its founding, Goldman Sachs’s 10,000 Small Businesses program was still going strong — and the firm now needed to evaluate potential program modifications to reach a wider group of small business owners. Launched in the... View Details

Educators

2020
Working Paper

Social Influence in the COVID-19 Pandemic: Community Establishments’ Closure Decisions Follow Those of Nearby Chain Establishments

By: Abhishek Nagaraj, Mathijs de Vaan, Saqib Mumtaz and Sameer Srivastava

As conveners that bring various stakeholders into the same physical space, firms can powerfully influence the course of pandemics such as COVID-19. Even when operating under government orders and health guidelines, firms have considerable discretion to keep their... View Details

Keywords: COVID-19; Peer Influence; Closure Decisions; Health Pandemics; Business Ventures; Decisions; Business and Community Relations