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  • All HBS Web  (4,055)
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  • 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
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Datar, Srikant M., and Caitlin N. Bowler. "Tamarin App: Natural Language Processing." Harvard Business School Case 118-015, August 2017. (Revised December 2018.)
  • May 2017
  • Supplement

Buffer.com (B)

By: Susanna Gallani, Tiffany Y. Chang, Brian J. Hall and Jee Eun Shin
Buffer decided to release its salaries and compensation calculation formula to the public, and the public reaction was greater and more positive than they would have imagined. The company experienced both an increase in volume and a change in the kinds of inbound... View Details
Keywords: Compensation; Compensation Design; Company Values; Culture; Transparency; Attraction; Selection; Performance Measurement; Performance Measures; Performance Metrics; Startup Management; Compensation and Benefits; Organizational Culture; Values and Beliefs; Performance Evaluation; Measurement and Metrics
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Gallani, Susanna, Tiffany Y. Chang, Brian J. Hall, and Jee Eun Shin. "Buffer.com (B)." Harvard Business School Supplement 917-020, May 2017.
  • 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
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Alvarez, Jose B., and Aldo Sesia. "Customer Loyalty Schemes in the Retail Sector." Harvard Business School Background Note 511-077, March 2011.
  • March 1991 (Revised April 1995)
  • Case

Bundling

Recent developments in the software business point to some of the reasons why companies offer their products or services in bundles. One is the opportunity to leverage market power, as Microsoft arguably has done by bundling applications software with its operating... View Details
Keywords: Software; Product Marketing; Information Technology Industry
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Brandenburger, Adam M., and Vijay Krishna. "Bundling." Harvard Business School Case 191-177, March 1991. (Revised April 1995.)
  • Web

Capstone | MBA

versatility into applications for other diseases. TBG – A Promising Non-Hallucinogenic Psychedelic Molecule for Treating Opioid Use Disorder Some recreational drugs like LSD and PCP are psychedelics that alter the user’s perception of... View Details
  • Program

Managing Turbulence

requirements, admission is a selective process based on your professional achievement and organizational responsibilities. Application Deadline APR 2022 session application due: 25 MAR 2022 View Details
  • Program

Authentic Leader Development

responsibilities. Application Deadline DEC 2023 session application due: 21 NOV 2023 MAY 2024 session application due: 01 MAY 2024 DEC 2024 session View Details

    Reza R. Satchu

    Reza Satchu is a Senior Lecturer in... View Details

    • Research Summary

    The Role of Information Technology in the Provision of Services

    By: James I. Cash
    James I. Cash, Jr. is exploring the role of information technology in service management. Specifically, he is studying the implications of the ubiquity of information technology at three levels in service-providing organizations. (In the United States today, service... View Details
    • Program

    Risk Management for Corporate Leaders—Virtual

    of the admissions process—starting with identifying the program that best addresses your learning and development goals. Contact a program advisor via email or call 1.800.427.5577 (outside the U.S., call +1.617.495.6555). Application... View Details
    • September 2018
    • Case

    Sealed Air Corporation: Deciding the Fate of VTID (Abridged)

    By: Elie Ofek
    In mid-2010 the Sealed Air Corporation has to decide on next steps for its novel video tracking technology (called VTID) after unsuccessful attempts to market it in three different industry settings. The company must determine whether its most recent target market, the... View Details
    Keywords: Budgets and Budgeting; Customer Focus and Relationships; Decision Choices and Conditions; Technological Innovation; Marketing Strategy; Problems and Challenges; Commercialization; Service Industry
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    Ofek, Elie. "Sealed Air Corporation: Deciding the Fate of VTID (Abridged)." Harvard Business School Case 519-030, September 2018.
    • 2012
    • Working Paper

    IP Modularity: Profiting from Innovation by Aligning Product Architecture with Intellectual Property

    By: Joachim Henkel, Carliss Y. Baldwin and Willy C. Shih
    In this paper we explain how firms seeking to take advantage of distributed innovation and outsourcing can bridge the tension between value creation and value capture by modifying the modular structure of their technical systems. Specifically, we introduce the concept... View Details
    Keywords: Modularity; Value Appropriation; Distributed Innovation; Open Innovation; Strategy; Open Source Distribution; Value; Complexity; Intellectual Property
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    Henkel, Joachim, Carliss Y. Baldwin, and Willy C. Shih. "IP Modularity: Profiting from Innovation by Aligning Product Architecture with Intellectual Property." Harvard Business School Working Paper, No. 13-012, August 2012. (Revised November 2012.)
    • Article

    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): 1)... View Details
    Keywords: Market Intermediation; Search; Two-Sided Markets; Platform Design; Demand and Consumers; Motivation and Incentives; Internet and the Web; Digital Platforms; Distribution Channels; Business Strategy; Retail Industry
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    Hagiu, Andrei, and Bruno Jullien. "Why Do Intermediaries Divert Search?" RAND Journal of Economics 42, no. 2 (Summer 2011): 337–362. (2012 Winner for Best Paper on Competition Economics, Association of Competition Economics.)
    • March 2001 (Revised November 2005)
    • Case

    Cisco Systems Architecture: ERP and Web-enabled IT

    By: Richard L. Nolan, Kelley Porter and Christina Akers
    In a seven-year process, Cisco built its strategic I-Net. Beginning in 1994, Cisco completely replaced its back-office legacy systems. At that time, the company standardized Internet protocols. In addition, the company shifted strategic focus from IT back-office... View Details
    Keywords: Internet and the Web; Information Technology; Technological Innovation; Internet and the Web; Management Practices and Processes; Technology Adoption; Information Technology Industry
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    Nolan, Richard L., Kelley Porter, and Christina Akers. "Cisco Systems Architecture: ERP and Web-enabled IT." Harvard Business School Case 301-099, March 2001. (Revised November 2005.)
    • 05 Jul 2016
    • First Look

    July 5, 2016

    seeking innovation. The Impact of Campus Scandals on College Applications By: Luca, Michael, Patrick Rooney, and Jonathan Smith Abstract—In recent years, there have been a number of high profile scandals on college campuses, ranging from... View Details
    Keywords: Sean Silverthorne
    • Program

    Succeeding as a Strategic CFO

    stage of the admissions process—starting with identifying the program that best addresses your learning and development goals. Contact a program advisor via email or call 1.800.427.5577 (outside the U.S., call +1.617.495.6555). View Details
    • Program

    Changing the Game

    HBS case method. Review Our Campus Health & Safety Protocols Admissions Criteria and Process When considering applications for this program, the Admissions Committee seeks a balance of organization and industry representation, as well as... View Details
    • 2013
    • Working Paper

    Visualizing and Measuring Enterprise Architecture: An Exploratory BioPharma Case

    By: Robert Lagerstrom, Carliss Baldwin, Alan MacCormack and David Dreyfus
    We test a method that was designed and used previously to reveal the hidden internal architectural structure of software systems. The focus of this paper is to test if it can also uncover new facts about the components and their relationships in an enterprise... View Details
    Keywords: Complexity; Applications and Software; Product Design; Pharmaceutical Industry
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    Lagerstrom, Robert, Carliss Baldwin, Alan MacCormack, and David Dreyfus. "Visualizing and Measuring Enterprise Architecture: An Exploratory BioPharma Case." Harvard Business School Working Paper, No. 13-105, June 2013.
    • 2023
    • Article

    Experimental Evaluation of Individualized Treatment Rules

    By: Kosuke Imai and Michael Lingzhi Li
    The increasing availability of individual-level data has led to numerous applications of individualized (or personalized) treatment rules (ITRs). Policy makers often wish to empirically evaluate ITRs and compare their relative performance before implementing them in a... View Details
    Keywords: Causal Inference; Heterogeneous Treatment Effects; Precision Medicine; Uplift Modeling; Analytics and Data Science; AI and Machine Learning
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    Imai, Kosuke, and Michael Lingzhi Li. "Experimental Evaluation of Individualized Treatment Rules." Journal of the American Statistical Association 118, no. 541 (2023): 242–256.

      Racial Discrimination in the Sharing Economy: Evidence from a Field Experiment

      Abstract: In an experiment on Airbnb, we find that applications from guests with distinctively African American names are 16 percent less likely to be accepted relative to identical guests with distinctively white names. Discrimination occurs among landlords of... View Details
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