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November 2016
Case

ShotSpotter

By: Mitchell Weiss and Sarah McAra

SST, Inc. offered a subscription-based gunfire detection service, ShotSpotter Flex, to cities across the United States in addition to a few abroad. Over its 20-year history, SST had mostly honed a reliable business-to-government sales model, and the company had been... View Details

Keywords: ShotSpotter; SST; Internet Of Things; IoT; Smart Cities; Public Entrepreneurship; Enterprise Sales; Scaling And Growth; Government; Public Sector; Innovation; Ralph Clark; Entrepreneurship; Sales; Innovation and Invention; Public Administration Industry; California; United States

January 2024
Case

Post-Wirecard: BaFin under Mark Branson

By: Jonas Heese, Carlota Moniz and Daniela Beyersdorfer

In November 2023, Mark Branson, the head of Germany's Federal Financial Supervisory Authority (BaFin), reflected on the efficacy of the reforms initiated since the Wirecard scandal. BaFin had been discredited after Wirecard’s downfall in 2020. The press had derided it... View Details

Keywords: Accounting; Crime and Corruption; Governing Rules, Regulations, and Reforms; Government Administration; Failure; Trust; Financial Services Industry; Public Administration Industry; Germany

September 2018 (Revised December 2019)
Case

Zebra Medical Vision

By: Shane Greenstein and Sarah Gulick

An Israeli startup founded in 2014, Zebra Medical Vision developed algorithms that produced diagnoses from X-rays, mammograms, and CT-scans. The algorithms used deep learning and digitized radiology scans to create software that could assist doctors in making... View Details

ShotSpotter

SST offered a subscription-based gunfire detection service, ShotSpotter Flex, to cities across the United States, and a few abroad. Over its 20-year history, SST had mostly honed a reliable business to government sales model, and the company had been focused on... View Details

30 Jul 2018
News

Open offices can lead to closed minds

Research Summary

Seeing Thought

By: Gerald Zaltman

This program of research combines the results from ZMET studies to create marketing stimuli such as advertising, retail store designs, product concepts, product design, and so forth, which are then presented to a sample of consumers whose reactions are observed using... View Details

Article

Corruption and Firms

By: Emanuele Colonnelli and Mounu Prem

We estimate the causal real economic effects of a randomized anti-corruption crackdown on local governments in Brazil using rich micro-data on corruption and firms. After anti-corruption audits, municipalities experience an increase in the number of firms concentrated... View Details

Keywords: Crime and Corruption; Economy; Business and Government Relations; Policy; Brazil

September 2022
Article

The Impact of Financial Assistance Programs on Health Care Utilization: Evidence from Kaiser Permanente

By: Alyce S. Adams, Raymond Kluender, Neale Mahoney, Jinglin Wang, Francis Wong and Wesley Yin

Most hospitals have financial assistance programs for low-income patients. We use administrative data from Kaiser Permanente to study the effects of financial assistance on health care utilization. Using a regression discontinuity design based on an income threshold... View Details

Keywords: Healthcare; Utilization; Financial Assistance; Health Care and Treatment; Social Issues; Poverty; Health Industry

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Forthcoming
Article

The Anatomy of a Hospital System Merger: The Patient Did Not Respond Well to Treatment

By: Raffaella Sadun, Martin Gaynor, Adam Sacarny, Chad Syverson and Shruthi Venkatesh

Despite the continuing US hospital merger wave, it remains unclear how mergers change, or fail to change, hospital behavior and performance. We open the “black box” of hospital practices through a mega-merger between two for-profit chains. Benchmarking the merger's... View Details

Keywords: Performance Improvement; Mergers and Acquisitions; Health Industry

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Why Do Firms Respond to Environmental Regulation the Way That They Do?

A regulator’s ability to incentivize environmental improvement among firms is a vital lever in achieving long-term sustainability. How a firm will respond to such regulation depends, in part, on the expected cost of noncompliance, which is a product of the stated... View Details

December 2012
Article

Inducement Prizes and Innovation

By: Liam Brunt, Josh Lerner and Tom Nicholas

We examine the effect of prizes on innovation using data on awards for technological development offered by the Royal Agricultural Society of England at annual competitions between 1839 and 1939. We find that the effects of prizes on competitive entry are large, and we... View Details

Keywords: Motivation and Incentives; Patents; Innovation and Invention; Information Technology; Growth and Development; England

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November–December 2020
Article

The Risks You Can't Foresee: What to Do When There's No Playbook

By: Robert S. Kaplan, Herman B. Leonard and Anette Mikes

No matter how good their risk management systems are, companies can’t plan for everything. Some risks are outside people’s realm of experience or so remote no one could have imagined them. Some result from a perfect storm of coinciding breakdowns, and some materialize... View Details

Keywords: Novel Risks; Risk Management; Crisis Management

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May 2011
Article

Race at the Top: How Companies Shape the Inclusion of African Americans on Their Boards in Response to Institutional Pressures

By: Clayton S. Rose and William T. Bielby

Drawing on institutionalist theory, we conceptualize the racial composition of the boards of directors of large American companies as shaped in response to social and political norms. We use new longitudinal and cross-sectional data to test hypotheses about factors... View Details

Keywords: Leadership; Governing and Advisory Boards; Race; Mathematical Methods; Government and Politics; Public Ownership; United States

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2021
Working Paper

First Law of Motion: Influencer Video Advertising on TikTok

By: Jeremy Yang, Juanjuan Zhang and Yuhan Zhang

This paper engineers an intuitive feature that is predictive of the causal effect of influencer video advertising on product sales. We propose the concept of m-score, a summary statistic that captures the extent to which a product is advertised in the most engaging... View Details

Keywords: Influencer Advertising; Video Advertising; Computer Vision; Machine Learning; Advertising; Online Technology

March 2021
Case

VideaHealth: Building the AI Factory

By: Karim R. Lakhani and Amy Klopfenstein

Florian Hillen, co-founder and CEO of VideaHealth, a startup that used artificial intelligence (AI) to detect dental conditions on x-rays, spent the early years of his company laying the groundwork for an AI factory. A process for quickly building and iterating on new... View Details

Keywords: Artificial Intelligence; Innovation and Invention; Disruptive Innovation; Technological Innovation; Information Technology; Applications and Software; Technology Adoption; Digital Platforms; Entrepreneurship; AI and Machine Learning; Technology Industry; Medical Devices and Supplies Industry; North and Central America; United States; Massachusetts; Cambridge

November 2022
Article

A Language-Based Method for Assessing Symbolic Boundary Maintenance between Social Groups

By: Anjali M. Bhatt, Amir Goldberg and Sameer B. Srivastava

When the social boundaries between groups are breached, the tendency for people to erect and maintain symbolic boundaries intensifies. Drawing on extant perspectives on boundary maintenance, we distinguish between two strategies that people pursue in maintaining... View Details

Keywords: Culture; Machine Learning; Natural Language Processing; Symbolic Boundaries; Organizations; Boundaries; Social Psychology; Interpersonal Communication; Organizational Culture

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Research Summary

Overview

By: Himabindu Lakkaraju

I develop machine learning tools and techniques which enable human decision makers to make better decisions. More specifically, my research addresses the following fundamental questions pertaining to human and algorithmic decision-making:

1. How to build... View Details

Keywords: Artificial Intelligence; Machine Learning; Decision Analysis; Decision Support

September 2001 (Revised July 2002)
Case

Fraud Prevention at Omni Bank

By: Frances X. Frei and Hanna Rodriguez-Farrar

Omni Bank is undergoing a merger and has two important decisions ahead. First, should it enforce the use of its model-driven approach to interacting with customers at the recently acquired Friends Savings and Loan branches. Friends has a culture of personal touch with... View Details

Keywords: Mergers and Acquisitions; Business Model; Crime and Corruption; Customer Relationship Management; Decisions; Banks and Banking; Banking Industry

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October 2009 (Revised April 2010)
Supplement

Societe Generale (B): The Jerome Kerviel Affair

By: Francois Brochet

This case illustrates the tension/balance that firms with complex and risky business models must consider in designing their internal controls. It describes the environment in which a derivatives trader engaged in massive directional positions on major European stocks... View Details

Keywords: Risk Management; Governance Controls; Crisis Management; Financial Services Industry

June 2006 (Revised April 2007)
Case

BioScale

By: H. Kent Bowen and Bradley R. Staats

In 2004, Mark Lundstrom must decide on a funding method and strategic approach for BioScale, a biotechnology company that he founded. BioScale has developed a microchip-based bioanalytical platform that can be used to detect very small concentrations of cells, viruses,... View Details

Keywords: Entrepreneurship; Science-Based Business; Capital; Financing and Loans; Partners and Partnerships; Biotechnology Industry

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