Publications

August 2003
Case

Mercury Computer Systems: The Evolution from Integrated Technology to Open Standard

By: Rebecca Henderson and Nancy Confrey

For 20 years, Mercury Computer Systems has thrived, providing products and services that support ultrafast processing of real time data. Now Jay Bertelli, the CEO, faces a critical question: How can the firm compete once the standards on which its products are based... View Details

Keywords: Analytics and Data Science; Open Source Distribution; Strategic Planning; Competitive Strategy; Competitive Advantage; Information Technology; Information Technology Industry

2025
Working Paper

Data-driven Technologies and Local Information Advantages in Small Business Lending

By: Wilbur Chen, Jung Koo Kang and Aditya Mohan

We investigate whether banks' adoption of data-driven technologies influences competitive dynamics in local small business lending by diminishing the information advantages traditionally held by local banks. Using local newspaper closures as an adverse shock to the... View Details

Keywords: Data-driven Technologies; Local Information Advantages; Local Banks; Relationship Lending; Small Business Loans; Small Business; Local Range; Financing and Loans; Banks and Banking; Analytics and Data Science; Banking Industry

SSRN

October 1994
Article

When Worlds Collide: The Implications of Panel Data-Based Choice Models for Consumer Behavior

By: R. S. Winer, R.E. Bucklin, J. A. Deighton, J. Erdem, P.S. Fader, J.J. Inman, H. Katahira, Katherine N. Lemon and A. Mitchell

Keywords: Analytics and Data Science; Consumer Behavior; Decision Choices and Conditions

30 Nov 2018
What Do You Think?

What’s the Best Administrative Approach to Climate Change?

Summing Up: Should a 'Montreal Protocol' for Administering Global Warming Be Pursued? Climate change and how to manage it is a daunting subject. Nevertheless, several readers of this month’s column were willing to venture a model or two for administering a system... View Details

Keywords: by James Heskett; Energy

2022
Article

Which Explanation Should I Choose? A Function Approximation Perspective to Characterizing Post hoc Explanations

By: Tessa Han, Suraj Srinivas and Himabindu Lakkaraju

A critical problem in the field of post hoc explainability is the lack of a common foundational goal among methods. For example, some methods are motivated by function approximation, some by game theoretic notions, and some by obtaining clean visualizations. This... View Details

Keywords: Mathematical Methods; Decision Choices and Conditions; Analytics and Data Science

2022
Article

Fairness via Explanation Quality: Evaluating Disparities in the Quality of Post hoc Explanations

By: Jessica Dai, Sohini Upadhyay, Ulrich Aivodji, Stephen Bach and Himabindu Lakkaraju

As post hoc explanation methods are increasingly being leveraged to explain complex models in high-stakes settings, it becomes critical to ensure that the quality of the resulting explanations is consistently high across all subgroups of a population. For instance, it... View Details

Keywords: Prejudice and Bias; Mathematical Methods; Research; Analytics and Data Science

Purchase

19 Nov 2001
Research & Ideas

Alfred Chandler on the Electronic Century

commercial markets when in 1954 it applied an electronic device to its previously electrically driven punched-card data processors. Within less than a decade, its long-established punched-card functional capabilities in product... View Details

Keywords: by Alfred D. Chandler, Takashi Hikino & Andrew Von Nordenflycht; Computer; Consumer Products; Electronics; Manufacturing; Technology

08 Oct 2014
Research & Ideas

Who Is the Chief Sustainability Officer?

officials used its science capabilities to develop components for solar panels and are now working on materials for cars that make them safer and more efficient. "Dow is using its science background to... View Details

Keywords: by Dina Gerdeman; Manufacturing

13 Aug 2024
Research & Ideas

Why Companies Shouldn't Delay Software Updates—Even After CrowdStrike's Flaw

The CrowdStrike tech security outage in July revealed the true interdependence—and fragility—of global computer systems. Following several high-profile data breaches, policymakers are calling on businesses to do more to fix code... View Details

Keywords: by Jay Fitzgerald; Technology; Information Technology; Computer; Web Services

1999
Article

Commercial Use of UPC Scanner Data: Industry and Academic Perspectives

By: Randolph E. Bucklin and Sunil Gupta

Keywords: Analytics and Data Science; Information Technology; Perspective; Education; Supply and Industry

May 2024
Article

Housing Policies and Energy Efficiency Spillovers in Low and Moderate Income Communities

By: Omar Isaac Asensio, Olga Churkina, Becky D. Rafter and Kira E O'Hare

Housing policies address the human dimensions of increasing urban density, but their energy and sustainability implications are hard to measure due to challenges with siloed civic data. This is especially critical when evaluating policies targeting low- and... View Details

Keywords: Energy Efficiency; Public Policy; Climate Change; Energy Conservation; Housing; Analytics and Data Science; Policy; Income; Environmental Sustainability; Real Estate Industry; United States

01 Aug 2012
What Do You Think?

Should CEOs Worry About ‘Too Big to Succeed?’

have been preoccupied with the question of financial institutions becoming too big to fail. But recent data points have me asking whether the relevant question should be whether financial (and other organizations) bear a greater risk of... View Details

Keywords: by James Heskett; Manufacturing; Financial Services

2022
Chapter

Measuring Compliance Risk and the Emergence of Analytics

By: Eugene F. Soltes

Corporate compliance manages a diverse set of regulatory and reputational concerns ranging from fraud to privacy to discrimination. However, effectively managing such risks has often been hampered by a lack of adequate information about when, where, and why misconduct... View Details

Keywords: Compliance; Risk; Analytics; Governance Compliance; Governing Rules, Regulations, and Reforms; Risk Management; Analytics and Data Science

Register to Read

2014
Working Paper

Search-Based Peer Firms: Aggregating Investor Perceptions Through Internet Co-Searches

By: Charles M.C. Lee, Paul Ma and Charles C.Y. Wang

Applying a "co-search" algorithm to Internet traffic at the SEC's EDGAR web-site, we develop a novel method for identifying economically-related peer firms and for measuring their relative importance. Our results show that firms appearing in chronologically adjacent... View Details

Keywords: Peer Firm; EDGAR Search Traffic; Revealed Preference; Co-search; Industry Classification; Analytics and Data Science; Internet and the Web; Mathematical Methods; Corporate Finance

SSRN

12 Sep 2006
First Look

First Look: September 12, 2006

Gender Difference in Patenting in the Academic Life Sciences Authors:Waverly W. Ding, Fiona Murray, and Toby E. Stuart Periodical:Science 313 (August 2006): 665-667 Abstract We analyzed longitudinal data on... View Details

Keywords: Sean Silverthorne

03 Dec 2018
Research & Ideas

How Companies Can Increase Market Rewards for Sustainability Efforts

flavijus For the first time, a link has been drawn between public sentiment about a company’s sustainability practices and how that company is valued in the market. The results are important both for investors searching for under-valued, socially responsible companies,... View Details

Keywords: by Rachel Layne

April 1996 (Revised June 1996)
Background Note

Cleveland Turnaround (C), The: Facts and Figures

By: James E. Austin and Jaan Elias

Traces the Cleveland community's efforts to move the city from economic, social, and political crisis in the late 1970s into revitalization and progress in the 1980s and 1990s. Special attention is given to the role of business leaders and the public-private... View Details

Keywords: Leading Change; Analytics and Data Science; Economic Growth; Business and Community Relations; Cleveland