Publications

October 2013
Case

Decision Making at the Top: The All-Star Sports eBusiness Division

By: David A. Garvin and Michael A. Roberto

Describes a senior management team's strategic decision-making process. The division president faces three options for redesigning the process to address several key concerns. The president has extensive quantitative and qualitative data about the process to guide him... View Details

Keywords: Decision Choices and Conditions; Management Teams; Performance Improvement; Planning; Mathematical Methods; Strategy

2023
Chapter

Marketing Through the Machine’s Eyes: Image Analytics and Interpretability

By: Shunyuan Zhang, Flora Feng and Kannan Srinivasan

he growth of social media and the sharing economy is generating abundant unstructured image and video data. Computer vision techniques can derive rich insights from unstructured data and can inform recommendations for increasing profits and consumer utility—if only the... View Details

Keywords: Transparency; Marketing Research; Algorithmic Bias; AI and Machine Learning; Marketing

27 Oct 2016
HBS Seminar

Andrea Pratt, Richard Paul Richman Professor of Business and Professor of Economics, Columbia University

2022
Working Paper

Human-Computer Interactions in Demand Forecasting and Labor Scheduling Decisions

By: Caleb Kwon, Ananth Raman and Jorge Tamayo

We empirically analyze how managerial overrides to a commercial algorithm that forecasts demand and schedules labor affect store performance. We analyze administrative data from a large grocery retailer that utilizes a commercial algorithm to forecast demand and... View Details

Keywords: Employees; Human Capital; Performance; Applications and Software; Management Skills; Management Practices and Processes; Retail Industry

SSRN

January 2025
Case

Negotiating with Data: Analytics FC (A)

By: Jillian Jordan and Livia Alfonsi

Analytics FC was a UK-based sports consultancy that focused on international football (soccer), leveraging cutting-edge data-analytic techniques to support clubs, federations, and players. In 2022, Alex Greenwood, an elite female defender, approached the company for... View Details

Keywords: Negotiation Preparation; Gender; Analytics and Data Science; Reputation; Value Creation; Consulting Industry; Sports Industry; Europe; United Kingdom

October 2014 (Revised June 2016)
Case

MasterCard: Driving Financial Inclusion

By: Sunil Gupta, Rajiv Lal and Natalie Kindred

MasterCard CEO Ajay Banga was investing significant time and attention to increase financial inclusion among individuals with historically no access to banking or financial services in countries around the world with large underserved populations. The effort included... View Details

Keywords: Marketing; Financial Services; Financial And Social Return; Financial Inclusion; Strategic Management; South Africa; Nigeria; Ajay Banga; Marketing Strategy; Social Marketing; Financial Services Industry; Banking Industry; South Africa; Nigeria

31 Mar 2022
Blog Post

Setting Interns Up for Success at a Startup

At a young, growing company, there is always more work to be done. There are strategies to build, projects to complete, partnerships to forge, data to crunch, employees to develop – the list goes on. That’s why bringing on an intern to... View Details

Article

Advancing Computational Biology and Bioinformatics Research Through Open Innovation Competitions

By: Andrea Blasco, Michael G. Endres, Rinat A. Sergeev, Anup Jonchhe, Max Macaluso, Rajiv Narayan, Ted Natoli, Jin H. Paik, Bryan Briney, Chunlei Wu, Andrew I. Su, Aravind Subramanian and Karim R. Lakhani

Open data science and algorithm development competitions offer a unique avenue for rapid discovery of better computational strategies. We highlight three examples in computational biology and bioinformatics research where the use of competitions has yielded significant... View Details

Keywords: Computational Biology; Bioinformatics; Innovation Competitions; Research; Collaborative Innovation and Invention

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Article

The Economic Consequences of Hospital Admissions

By: Carlos Dobkin, Amy Finkelstein, Raymond Kluender and Matthew Notowidigdo

We use an event study approach to examine the economic consequences of hospital admissions for adults in two datasets: survey data from the Health and Retirement Study, and hospitalization data linked to credit reports. For non-elderly adults with health insurance,... View Details

Keywords: Personal Finance; Borrowing and Debt; Insurance; Insolvency and Bankruptcy; Health Care and Treatment

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February 2012
Article

CEO Relational Leadership and Strategic Decision Quality in Top Management Teams: The Role of Team Trust and Learning from Failure

By: Abraham Carmeli, Asher Tishler and Amy C. Edmondson

In this study, we examine a complex pathway through which CEOs, who exhibit relational leadership, may improve the quality of strategic decisions of their top management teams (TMTs) by creating psychological conditions of trust and facilitating learning from failures... View Details

Keywords: Leadership Development; Decisions; Management Teams; Trust; Learning; Management Analysis, Tools, and Techniques; Managerial Roles; Failure

January 2010 (Revised February 2010)
Case

IBM Retail Business Assessment at Dillard's, Inc.: Managing Staffing Levels to Improve Conversion

This case illustrates the challenges associated with matching staffing levels with variable workload in retail stores and highlights how decisions related to staffing and scheduling affect operational performance and the quality of labor at the stores. The case... View Details

Keywords: Customer Satisfaction; Employees; Market Transactions; Service Delivery; Service Operations; Performance Improvement; Retail Industry

December 2000
Background Note

Online Portals

By: Thomas R. Eisenmann and Sanjay Pothen

Describes the online portal business model. Analyzes the model, focusing on the tactics used to acquire new users, turn new users into repeat visitors, and monetize user traffic. Explains portals' revenue and cost drivers and their implications for pursuing aggressive... View Details

Keywords: Business Model; Web Services Industry

02 May 2018
Blog Post

Should Companies Disclose Employee Compensation?

How Should Organizations Draw the Line on Pay Transparency? There is general support for the widespread practice of disclosing pay data in "bands" associated with jobs. Fewer people would go beyond this to disclose what... View Details

Keywords: All Industries

June 23, 2021
Article

Research: When A/B Testing Doesn't Tell You the Whole Story

By: Eva Ascarza

When it comes to churn prevention, marketers traditionally start by identifying which customers are most likely to churn, and then running A/B tests to determine whether a proposed retention intervention will be effective at retaining those high-risk customers. While... View Details

Keywords: Customer Retention; Churn; Targeting; Market Research; Marketing; Investment Return; Customers; Retention; Research

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September–October 2017
Article

Why Do We Undervalue Competent Management?: Neither Great Leadership Nor Brilliant Strategy Matters Without Operational Excellence

By: Raffaella Sadun, Nicholas Bloom and John Van Reenen

A recurring message in business education is that you can’t compete on the basis of management processes because they’re easily copied. Operational effectiveness is table stakes in the competitive universe, it is often assumed, and thus cannot serve as a sustainable... View Details

Keywords: Management; Management Analysis, Tools, and Techniques; Management Practices and Processes; Performance Effectiveness

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11 Dec 2017
Working Paper Summaries

The Use and Misuse of Patent Data: Issues for Corporate Finance and Beyond

Keywords: by Josh Lerner and Amit Seru

December 4, 2023
Comment

The Great Resignation, Employment, and Wages in Health Care

By: Amitabh Chandra and Louis-Jonas Heizlsperger

Notwithstanding concerns about staffing levels and burnout in health care, federal wage and employment data does not support the suggestion that a COVID-19 pandemic-related spike in quitting has had an enduring impact for hospitals or physician offices. Employment in... View Details

Keywords: Resignation and Termination; Employment; Wages; Health Industry