Publications

Purchase

30 Aug 2004
Research & Ideas

Mapping Your Board’s Effectiveness

the customer perspective section describes how to generate sales and loyalty from targeted customers. The financial and customer perspectives illustrate the desired outcomes from the strategy. How does the organization create these... View Details

Keywords: by Robert S. Kaplan

20 Dec 2013
Working Paper Summaries

Zooming In: A Practical Manual for Identifying Geographic Clusters

Keywords: by Juan Alcácer & Minyuan Zhao

Other Article

What Do We Know About Variance in Accounting Profitability?

By: Anita M. McGahan and Michael E. Porter

In this paper, we analyze the variance of accounting profitability among a broad cross-section of firms in the American economy from 1981 to 1994. The purpose of the analysis is to identify the importance of year, industry, corporate-parent, and business-specific... View Details

Keywords: Strategy; United States

2018
Working Paper

Forecasting Airport Transfer Passenger Flow Using Real-Time Data and Machine Learning

By: Xiaojia Guo, Yael Grushka-Cockayne and Bert De Reyck

Problem definition: In collaboration with Heathrow Airport, we develop a predictive system that generates quantile forecasts of transfer passengers’ connection times. Sampling from the distribution of individual passengers’ connection times, the system also produces... View Details

Keywords: Quantile Forecasts; Regression Tree; Copula; Passenger Flow Management; Data-driven Operations; Forecasting and Prediction; Data and Data Sets

SSRN

20 Nov 2012
First Look

First Look: November 20

has received substantial attention in the strategy literature, where a number of qualitative approaches to describe, represent, and evaluate business models have been proposed. We contend that while helpful to understand a firm's overall... View Details

Keywords: Sean Silverthorne

October 2018
Article

The Operational Value of Social Media Information

By: Ruomeng Cui, Santiago Gallino, Antonio Moreno and Dennis J. Zhang

While the value of using social media information has been established in multiple business contexts, the field of operations and supply chain management have not yet explored the possibilities it offers in improving firms' operational decisions. This study attempts to... View Details

Keywords: Machine Learning; Information; Sales; Forecasting and Prediction; Social Media

Purchase

2010
Working Paper

Do Bonuses Enhance Sales Productivity? A Dynamic Structural Analysis of Bonus-Based Compensation Plans

By: Doug J. Chung, Thomas J. Steenburgh and K. Sudhir

We estimate a dynamic structural model of sales force response to a bonus based compensation plan. The paper has two main methodological innovations: First, we implement empirically the method proposed by Arcidiacono and Miller (2010) to accommodate unobserved latent... View Details

Keywords: Compensation and Benefits; Performance Productivity; Mathematical Methods; Salesforce Management; Motivation and Incentives

SSRN

Research Summary

Microwedges: Challenging power one small opening at a time [Dissertation, job market paper]

Based on a 31-month qualitative inductive study of multidisciplinary change teams, I introduce the concept of the “microwedge”—a small action or series of actions by team members that allows the team to examine their own assumptions so that they can begin to engage... View Details

November 1991 (Revised June 1997)
Case

Micom Caribe (A)

By: David M. Upton and Joshua D. Margolis

Describes the Puerto Rican manufacturing plant of a transnational company. The award-winning plant has dramatically improved the quality of flexibility of its operations, by taking a radical approach to manufacturing. The methods center on the use of specific... View Details

Keywords: Business Plan; Multinational Firms and Management; Management Analysis, Tools, and Techniques; Product Launch; Production; Performance Improvement; Quality; Strategy; Manufacturing Industry

Educators

Purchase

2015
Chapter

Consumer Neuroscience: Revealing Meaningful Relationships Between Brain and Consumer Behavior

By: Hilke Plassmann and Uma R. Karmarkar

The goal of this chapter is to give an overview of the nascent field of consumer neuroscience and discuss when and how it is useful to integrate the "black box" of the consumer's brain into consumer psychology. To reach this goal, we first briefly outline several... View Details

Keywords: Consumer Behavior; Cognition and Thinking

15 Aug 2005
HBS Case

Classic Cases Live On at HBS

was still a low-cost producer. HBS professor emeritus Norm Berg, who developed the case along with research assistant Norman Fast (HBS DBA '77), was at the time course head of Business Policy, the School's required general management... View Details

Keywords: by Garry Emmons

2015
Working Paper

Financial Patent Quality: Finance Patents After State Street

By: Josh Lerner, Andrew Speen, Mark Baker and Ann Leamon

In the past two decades, patents of inventions related to financial services ("finance patents"), as well as litigation around these patents, have surged. One of the repeated concerns voiced by academics and practitioners alike has been about the quality of these... View Details

Keywords: Patents; Lawsuits and Litigation; Finance

August 2021
Article

Multiple Imputation Using Gaussian Copulas

By: F.M. Hollenbach, I. Bojinov, S. Minhas, N.W. Metternich, M.D. Ward and A. Volfovsky

Missing observations are pervasive throughout empirical research, especially in the social sciences. Despite multiple approaches to dealing adequately with missing data, many scholars still fail to address this vital issue. In this paper, we present a simple-to-use... View Details

Keywords: Missing Data; Bayesian Statistics; Imputation; Categorical Data; Estimation

2019
Working Paper

Design Rules, Volume 2: How Technology Shapes Organizations: Chapter 16 Capturing Value by Controlling Bottlenecks in Open Platform Systems

By: Carliss Y. Baldwin

The purpose of this chapter is to investigate the means by which firms capture value in open platform systems. I begin by arguing that the surplus value created by complementarities within a technical system will be split among the owners of the unique and essential... View Details

Keywords: Open Platforms; Bottlenecks; Flow Production; Value Capture; Disintermediation; Production; Management; Digital Platforms

SSRN

2023
Article

Towards Bridging the Gaps between the Right to Explanation and the Right to Be Forgotten

By: Himabindu Lakkaraju, Satyapriya Krishna and Jiaqi Ma

The Right to Explanation and the Right to be Forgotten are two important principles outlined to regulate algorithmic decision making and data usage in real-world applications. While the right to explanation allows individuals to request an actionable explanation for an... View Details

Keywords: Analytics and Data Science; AI and Machine Learning; Decision Making; Governing Rules, Regulations, and Reforms

2022
Working Paper

TalkToModel: Explaining Machine Learning Models with Interactive Natural Language Conversations

By: Dylan Slack, Satyapriya Krishna, Himabindu Lakkaraju and Sameer Singh

Practitioners increasingly use machine learning (ML) models, yet they have become more complex and harder to understand. To address this issue, researchers have proposed techniques to explain model predictions. However, practitioners struggle to use explainability... View Details

Keywords: Natural Language Conversations; Predictive Models; AI and Machine Learning

22 Oct 2007
Research & Ideas

Bringing ‘Lean’ Principles to Service Industries

Wipro Technologies, an Indian outsource provider of software services, launches its own lean initiative. "In terms of operations and improvements, the service industries in general are a long way behind manufacturing," Upton... View Details

Keywords: by Julia Hanna; Computer

2009
Working Paper

Social Influence Given (Partially) Deliberate Matching: Career Imprints in the Creation of Academic Entrepreneurs

By: Pierre Azoulay, Christopher C. Liu and Toby E. Stuart

Actors often match with associates on a small set of dimensions that matter most for the particular relationship at hand. In so doing, they are exposed to unanticipated social influences because counterparts have more interests, attitudes, and preferences than would-be... View Details

Keywords: Entrepreneurship; Patents; Marketplace Matching; Mathematical Methods; Science-Based Business; Power and Influence; Social and Collaborative Networks; Biotechnology Industry

Article

Decisions about Medication Use and Cancer Screening across Age Groups in the United States

By: Kathleen M. Fairfield, Bethany S. Gerstein, Carrie A. Levin, Vickie Stringfellow, Heidi Wierman and Mary McNaughton-Collins

Objective
To describe decision process and quality for common cancer screening and medication decisions by age group.

Methods
We included 2941 respondents to a national Internet survey who made at least one decision about colorectal, breast,... View Details

Keywords: Screening; Decision Making; Health Care and Treatment; Health Testing and Trials