Publications

12 Apr 2018
Blog Post

Reading Between the Lines: How to Spot the Skills You Need Among the Resumes You Get

specific roles and verticals buried within the resume’s customary list of achievements. Even when applicants are not obvious fits for the roles you posted, they may have the skills and talent you need – all the virtues you would like to... View Details

Keywords: All Industries

February 2000 (Revised August 2000)
Case

Microsoft Latin America

By: Robert S. Kaplan, Alberto Ballve and Antonio Davila

Mauricio Santillan, regional vice president for the Latin American division of Microsoft, has introduced a new performance measurement system to help his country managers formulate and control strategy. Microsoft Latin America's priorities are rolling out of an... View Details

Keywords: Balanced Scorecard; Applications and Software; Emerging Markets; Crime and Corruption; Motivation and Incentives; Management Skills; Global Strategy; Strategy; Information Technology Industry; Latin America

2014
Working Paper

Hidden Substitutes

By: John William Hatfield and Scott Duke Kominers

In this paper, we show that preferences exhibiting some forms of complementarity in fact have an underlying substitutable structure. Specifically, we show that some preferences that are not substitutable in the setting of many-to-one matching with contracts become... View Details

Keywords: Many-to-One Matching; Many-to-Many Matching; Stability; Substitutes; Matching With Contracts; Slot-Specific Priorities; Sherlock; Market Design; Contracts; Marketplace Matching; Balance and Stability

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Program

Strategy: Building and Sustaining Competitive Advantage

Summary In the fight for market leadership and the continuous drive toward improved returns, your company needs to devise an effective strategy—and execute it flawlessly. This program prepares you to tackle or lead that challenge in all... View Details

Program

Real Estate Management Program

succeed in a complex market by taking a holistic approach to real estate projects and addressing challenges from a cross-disciplinary perspective. As you examine sustainability goals, design considerations, financing strategies, industry... View Details

Keywords: Real Estate; Real Estate

April 1993 (Revised July 1994)
Case

MathSoft, Inc. (A)

By: V. Kasturi Rangan

MathSoft's VP of sales has doubled the size of the company's direct field sales force to support the launch of a new, high-end workstation software product priced at almost $9,000. However, sales of the new product are far below plan. At the same time, the VP of... View Details

Keywords: Information Technology; Corporate Entrepreneurship; Applications and Software; Communication Strategy; Salesforce Management; Marketing Channels; Advertising; Product Launch; Information Technology Industry; Industrial Products Industry; United States

October 2021
Article

Overcoming the Cold Start Problem of CRM Using a Probabilistic Machine Learning Approach

By: Nicolas Padilla and Eva Ascarza

The success of Customer Relationship Management (CRM) programs ultimately depends on the firm's ability to understand consumers' preferences and precisely capture how these preferences may differ across customers. Only by understanding customer heterogeneity, firms can... View Details

Keywords: Customer Management; Targeting; Deep Exponential Families; Probabilistic Machine Learning; Cold Start Problem; Customer Relationship Management; Programs; Consumer Behavior; Analysis

Find at Harvard

2020
Working Paper

Overcoming the Cold Start Problem of CRM Using a Probabilistic Machine Learning Approach

By: Eva Ascarza

The success of Customer Relationship Management (CRM) programs ultimately depends on the firm's ability to understand consumers' preferences and precisely capture how these preferences may differ across customers. Only by understanding customer heterogeneity, firms can... View Details

Keywords: Customer Management; Targeting; Deep Exponential Families; Probabilistic Machine Learning; Cold Start Problem; Customer Relationship Management; Customer Value and Value Chain; Consumer Behavior; Analytics and Data Science; Mathematical Methods; Retail Industry

SSRN

August 2017 (Revised December 2018)
Case

Tamarin App: Natural Language Processing

By: Srikant M. Datar and Caitlin N. Bowler

In this case, students explore the challenges of using sentiment analysis to monitor and understand public perception around a software application, Tamarin SEO App. Technical topics include building a filtering classifier using naive Bayes and sentiment analysis This... View Details

Keywords: Data Science; Branding; Data Analytics; Analytics and Data Science; Brands and Branding; Analysis; Perception; Planning

2007
Working Paper

Why Do Intermediaries Divert Search?

By: Andrei Hagiu and Bruno Jullien

We analyze the incentives to divert search for an information intermediary who enables buyers (consumers) to search affiliated sellers (stores). We identify two original motives for diverting search (i.e. inducing consumers to search more than they would like): i)... View Details

Keywords: Demand and Consumers; Motivation and Incentives; Internet and the Web; Digital Platforms; Distribution Channels; Business Strategy; Retail Industry

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06 Feb 2018
First Look

First Look at New Research and Ideas: February 6, 2018

management of the pace of technological substitution by providing insights on complementarities between technologies and horizontally differentiated human capital Download working paper: https://www.hbs.edu/faculty/Pages/item.aspx?num=53855 Modeling Oral Business... View Details

March 2011
Background Note

Customer Loyalty Schemes in the Retail Sector

By: Jose B. Alvarez and Aldo Sesia

Customer loyalty schemes (or programs) are explicit efforts by retailers to gain long-term patronage from customers. Loyalty schemes are developed for a variety of reasons: to reward loyal customers, to generate more robust information about customer behavior, to... View Details

Keywords: Customer Relationship Management; Consumer Behavior; Business Strategy; Retail Industry; United Kingdom; United States

Program

Leading Professional Service Firms

frameworks you need to develop and retain talent, deliver outstanding client service, and build a flexible corporate culture that can exploit disruptive innovation and market trends. Key Benefits In this intensive program led by... View Details

Keywords: Professional Services; Professional Services

August 2021
Case

Wymsee

By: Julia Austin, Sarah Mehta and Tom Quinn

Wymsee was a company that aimed to develop a mobile application (app) that would allow television audience members to identify and purchase clothing or accessories worn by characters in the program they were watching, with the Wymsee founders taking a percentage of... View Details

Keywords: Business Model; Business Plan; Business Startups; Film Entertainment; Television Entertainment; Technological Innovation; Knowledge Acquisition; Product Positioning; Opportunities; Adaptation; Mobile Technology; Entertainment and Recreation Industry; Motion Pictures and Video Industry; Technology Industry; United States; New York (city, NY)