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- All HBS Web
(1,542)
- News (267)
- Research (1,016)
- Events (6)
- Multimedia (2)
- Faculty Publications (380)
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- 21 Sep 2020
- Working Paper Summaries
The Targeting and Impact of Paycheck Protection Program Loans to Small Businesses
- 14 Feb 2011
- Research & Ideas
Clay Christensen’s Milkshake Marketing
usually involves analyzing existing data, and most existing data is organized by customer demographics or product category. "I've got a list of mistakes that God made in creating the world, and one of them... View Details
- Article
The Perils of Proactive Churn Prevention Using Plan Recommendations: Evidence from a Field Experiment
By: Eva Ascarza, Raghuram Iyengar and Martin Schleicher
Facing the issue of increasing customer churn, many service firms have begun recommending pricing plans to their customers. One reason behind this type of retention campaign is that customers who subscribe to a plan suitable for them should be less likely to churn... View Details
Keywords: Churn/retention; Field Experiment; Pricing; Tariff/plan Choice; Targeting; Customer Relationship Management; Price; Performance Effectiveness
Ascarza, Eva, Raghuram Iyengar, and Martin Schleicher. "The Perils of Proactive Churn Prevention Using Plan Recommendations: Evidence from a Field Experiment." Journal of Marketing Research (JMR) 53, no. 1 (February 2016): 46–60.
- January 1999
- Case
State Street Corporation: Leading with Information Technology (B)
By: Stephen P. Bradley and Kelley Porter
With Multi-currency HORIZON, a real-time multi-currency accounting system that replaced the traditional batch-oriented single-currency accounting system, successfully launched, State Street Corp. (State Street) began to focus on growing the scope of its business... View Details
Keywords: Accounting; Trends; Global Strategy; Growth and Development Strategy; Competitive Strategy; Information Technology; Value Creation; Financial Services Industry
Bradley, Stephen P., and Kelley Porter. "State Street Corporation: Leading with Information Technology (B)." Harvard Business School Case 799-034, January 1999.
- 2023
- Working Paper
Culture as a Signal: Evidence from a Natural Field Experiment
By: Wei Cai, Dennis Campbell and Jiehang Yu
The importance of culture as an informal management control system is increasingly acknowledged in academia. While prior research mainly focuses on the value of culture on internal stakeholders (e.g., employees), we examine whether culture serves as a credible signal... View Details
Cai, Wei, Dennis Campbell, and Jiehang Yu. "Culture as a Signal: Evidence from a Natural Field Experiment." SSRN Working Paper Series, No. 4447603, May 2023.
- 06 Mar 2020
- Working Paper Summaries
Consumer Protection in an Online World: An Analysis of Occupational Licensing
- April 2004
- Tutorial
Yield Curves and Bond Ratings Tutorial
To preview this online product, Authorized Faculty can call our customer service department at 1-800-545-7685 or 617-783-7600. This online tutorial explains what drives the shape of the yield curve for traded debt securities. Also describes the metrics used by rating... View Details
- March 2008
- Background Note
Marketing Input and Innovation Strategy
By: Elie Ofek
This note develops a framework for considering the challenges of incorporating marketing input when setting innovation strategy. The framework lays out the possible innovation opportunities a firm can entertain and describes how the customer knowledge gained from... View Details
Keywords: Customer Focus and Relationships; Innovation Strategy; Knowledge Use and Leverage; Marketing; Research; Competition
Ofek, Elie. "Marketing Input and Innovation Strategy." Harvard Business School Background Note 508-090, March 2008.
- February 1999 (Revised June 1999)
- Case
Bloomberg L.P.
By: Clayton M. Christensen, Richard G. Hamermesh and Jeremy Dann
Michael Bloomberg founded his company to provide customers quick access to financial market data and analytical tools for understanding that data. As Bloomberg L.P. grew quickly,entered the ranks of "large, established companies," it grappled with a whole new range of... View Details
Keywords: Human Resources; Management Analysis, Tools, and Techniques; Organizational Culture; Organizational Structure; Problems and Challenges
Christensen, Clayton M., Richard G. Hamermesh, and Jeremy Dann. "Bloomberg L.P." Harvard Business School Case 399-081, February 1999. (Revised June 1999.)
- April 2005 (Revised June 2006)
- Case
Evergreen Investments: Mobile CRM (A)
Evergreen Investments has had a troubled history with its customer relationship management (CRM) system. Sales agents feel that they derive no value from it and that it is a tax on their jobs. Evergreen is investigating whether it can improve CRM by making its data... View Details
Keywords: Management; Customer Relationship Management; Information Technology; Financial Services Industry
McAfee, Andrew P. "Evergreen Investments: Mobile CRM (A)." Harvard Business School Case 605-057, April 2005. (Revised June 2006.)
- 2023
- Working Paper
Debiasing Treatment Effect Estimation for Privacy-Protected Data: A Model Auditing and Calibration Approach
By: Ta-Wei Huang and Eva Ascarza
Data-driven targeted interventions have become a powerful tool for organizations to optimize business outcomes
by utilizing individual-level data from experiments. A key element of this process is the estimation
of Conditional Average Treatment Effects (CATE), which... View Details
Huang, Ta-Wei, and Eva Ascarza. "Debiasing Treatment Effect Estimation for Privacy-Protected Data: A Model Auditing and Calibration Approach." Harvard Business School Working Paper, No. 24-034, December 2023.
- 02 Sep 2015
- What Do You Think?
What's Wrong With Amazon’s Low-Retention HR Strategy?
supplanted job priorities. No data was provided, but the impression left by the article was that because so many good people have left Amazon, it pursues either intentionally or unintentionally what can be called a low-retention strategy... View Details
- 2023
- Book
Beyond AI: ChatGPT, Web3, and the Business Landscape of Tomorrow
By: Ken Huang, Yang Wang, Feng Zhu, Xi Chen and Chunxiao Xing
This book explores the transformative potential of ChatGPT, Web3, and their impact on productivity and various industries. It delves into Generative AI (GenAI) and its representative platform ChatGPT, their synergy with Web3, and how they can revolutionize business... View Details
Huang, Ken, Yang Wang, Feng Zhu, Xi Chen, and Chunxiao Xing, eds. Beyond AI: ChatGPT, Web3, and the Business Landscape of Tomorrow. Springer, 2023.
- July 2005 (Revised August 2006)
- Case
Amagansett Funds (A)
Amagansett Funds has had a troubled history with its customer relationship management (CRM) system. Sales agents feel that they derive no value from it and that it is a "tax on their jobs." Amagansett is investigating whether CRM can be improved by making its data... View Details
Keywords: Management; Customer Relationship Management; Information Technology; Financial Services Industry
McAfee, Andrew P. "Amagansett Funds (A)." Harvard Business School Case 606-005, July 2005. (Revised August 2006.)
- 25 Jun 2024
- Research & Ideas
Rapport: The Hidden Advantage That Women Managers Bring to Teams
It’s a manager’s nightmare: A customer pulls into a drive-thru after a long day at work with children in tow, everyone looking frazzled and famished. After waiting patiently in line, the customer grabs her... View Details
- June 2015 (Revised February 2017)
- Case
Uber and Stakeholders: Managing a New Way of Riding
By: Rosabeth Moss Kanter and Daniel Fox
By 2015, technological innovations—the smartphone and the advanced data connectivity that enabled it—created new opportunities for people to move around cities quickly and conveniently without owning a car, via car-sharing services like Zipcar or new ride-sharing... View Details
Keywords: Uber; Ride-sharing; Sharing Economy; Transportation Network Company; Leadership And Change Management; Stakeholder Management; Managing Change; Leadership; Regulation; Smartphones; Web-enabled Application; Disruptive Technology; Startup Management; Entrepreneurship; Business and Stakeholder Relations; Transportation; Mobile Technology; Transportation Industry; Technology Industry
Kanter, Rosabeth Moss, and Daniel Fox. "Uber and Stakeholders: Managing a New Way of Riding." Harvard Business School Case 315-139, June 2015. (Revised February 2017.)
- February 2001
- Case
PlanetFeedback: The Voice of One ... The Power of Many (A)
By: James L. Heskett
The management of PlanetFeedback in proposes a merger with Intelliseek. Their goal is to create a comprehensive C2B and B2B business focused on the generation and analysis for business clients of consumer feedback data via the Internet, Planet Feedback's board of... View Details
Keywords: Mergers and Acquisitions; Decisions; Information Management; Analytics and Data Science; Business Strategy; Internet and the Web; Information Technology Industry
Heskett, James L. "PlanetFeedback: The Voice of One ... The Power of Many (A)." Harvard Business School Case 901-051, February 2001.
- October 2024
- Article
Canary Categories
By: Eric Anderson, Chaoqun Chen, Ayelet Israeli and Duncan Simester
Past customer spending in a category is generally a positive signal of future customer spending. We show that there exist “canary categories” for which the reverse is true. Purchases in these categories are a signal that customers are less likely to return to that... View Details
Keywords: Churn; Churn Management; Churn/retention; Assortment Planning; Retail; Retailing; Retailing Industry; Preference Heterogeneity; Assortment Optimization; Customers; Retention; Consumer Behavior; Forecasting and Prediction; Retail Industry
Anderson, Eric, Chaoqun Chen, Ayelet Israeli, and Duncan Simester. "Canary Categories." Journal of Marketing Research (JMR) 61, no. 5 (October 2024): 872–890.
- 2024
- Working Paper
Incrementality Representation Learning: Synergizing Past Experiments for Intervention Personalization
This paper introduces Incrementality Representation Learning (IRL), a novel multitask representation learning framework that predicts heterogeneous causal effects of marketing interventions. By leveraging past experiments, IRL efficiently designs and targets... View Details
Keywords: Heterogeneous Treatment Effect; Multi-task Learning; Representation Learning; Personalization; Promotion; Deep Learning; Field Experiments; Customer Focus and Relationships; Customization and Personalization
Huang, Ta-Wei, Eva Ascarza, and Ayelet Israeli. "Incrementality Representation Learning: Synergizing Past Experiments for Intervention Personalization." Harvard Business School Working Paper, No. 24-076, June 2024.
- 14 Feb 2022
- Research & Ideas
Curiosity, Not Coding: 6 Skills Leaders Need in the Digital Age
leaders trying to recalibrate: 1. Be a catalyst, not a planner In the digital era, companies face a more dynamic competitive environment: key competitors are no longer the usual suspects, and customer and stakeholder expectations continue... View Details