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Show Results For
-
All HBS Web
(1,241)
- News (252)
- Research (893)
- Events (3)
- Multimedia (1)
- Faculty Publications (358)
- February 2021
- Tutorial
What are Agile Teams?
By: Tsedal Neeley
This video explores the elements that constitute agile teams. From its history in the "Agile Manifesto," this philosophy for organizational behavior prioritizes working software over comprehensive documentation, customer collaboration over contract negotiation, and...
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- 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...
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Keywords:
Customer Management;
Targeting;
Deep Exponential Families;
Probabilistic Machine Learning;
Cold Start Problem;
Customer Relationship Management;
Programs;
Consumer Behavior;
Analysis
Padilla, Nicolas, and Eva Ascarza. "Overcoming the Cold Start Problem of CRM Using a Probabilistic Machine Learning Approach." Journal of Marketing Research (JMR) 58, no. 5 (October 2021): 981–1006.
- 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...
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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
Padilla, Nicolas, and Eva Ascarza. "Overcoming the Cold Start Problem of CRM Using a Probabilistic Machine Learning Approach." Harvard Business School Working Paper, No. 19-091, February 2019. (Revised May 2020. Accepted at the Journal of Marketing Research.)
- March 2021
- Article
Last Place Aversion in Queues
By: Ryan W. Buell
This paper documents the effects of last place aversion in queues and its implications for customer experiences and behaviors as well as for operating performance. An observational analysis of customers queuing at a grocery store, and four online studies in which...
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Keywords:
Behavioral Operations;
Queues;
Reference Effects;
Last Place Aversion;
Transparency;
Customers;
Behavior;
Satisfaction;
Service Operations
Buell, Ryan W. "Last Place Aversion in Queues." Management Science 67, no. 3 (March 2021): 1430–1452.
- 2011
- White Paper
Brands Are People Too! Harnessing the Power of Brand Warmth and Competence
By: Chris Malone, Jill Avery and S. T. Fiske
Research in customer behavior has revealed that the way humans respond to brands is simply an extension of the way they instinctively perceive, judge, and behave towards one another. Understanding how consumers judge brands using social processes akin to those used in...
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Keywords:
Brands;
Brand Management;
Customer Relationship Management;
CRM;
Brand Positioning;
Brand Equity;
Customers;
Customer Focus and Relationships;
Customer Satisfaction;
Brands and Branding;
Marketing;
Marketing Communications;
Marketing Strategy;
Consumer Products Industry
Malone, Chris, Jill Avery, and S. T. Fiske. "Brands Are People Too! Harnessing the Power of Brand Warmth and Competence." White Paper Series, Relational Capital Group, Newtowne Square, PA, 2011.
- March 17, 2021
- Other Article
Beyond Pajamas: Sizing Up the Pandemic Shopper
By: Ayelet Israeli, Eva Ascarza and Laura Castrillo
A first look at how the COVID-19 pandemic impacted e-commerce apparel shopping in the US and the UK. Extensive analysis and interactive graphics utilizing millions of transactions.
While the pandemic is still playing out, our preliminary investigations... View Details
While the pandemic is still playing out, our preliminary investigations... View Details
Keywords:
Retail;
Retail Analytics;
Consumer;
Pandemic;
COVID;
COVID-19;
Apparel;
Ecommerce;
Online Shopping;
Online Apparel;
Online Sales;
Returns;
CRM;
Customer Retention;
Customer Experience;
Customer Value;
Digital;
Customer Focus and Relationships;
Customers;
Health Pandemics;
Consumer Behavior;
Customer Relationship Management;
Internet and the Web;
Behavior;
E-commerce;
Retail Industry;
Apparel and Accessories Industry;
Technology Industry;
United States;
United Kingdom
Israeli, Ayelet, Eva Ascarza, and Laura Castrillo. "Beyond Pajamas: Sizing Up the Pandemic Shopper." Harvard Business School Working Knowledge (March 17, 2021).
- 01 Dec 2011
- News
At Your Service
Frei and Morriss: No heroics, please—partner with customers to make strategic service choices instead of trying to be the best at everything. In their new book, Uncommon Service: How to Win by Putting View Details
- September 2017 (Revised September 2023)
- Case
Chase Sapphire: Creating a Millennial Cult Brand
By: Shelle Santana, Jill Avery and Christine Snively
The launch of the Chase Sapphire Reserve credit card was enthusiastically received by millennial consumers, a cohort that had previously eluded JPMorgan Chase and its competitors. With the one-year anniversary of the launch approaching, managers are focused on...
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Keywords:
Brand & Product Management;
Product Strategy;
New Product Development;
Credit Card;
Customer Acquisition;
CRM;
Millennials;
Marketing;
Marketing Strategy;
Brands and Branding;
Credit Cards;
Product Development;
Product Launch;
Customer Relationship Management;
Consumer Behavior;
Demographics;
Financial Services Industry;
Service Industry;
Banking Industry;
United States;
North America
Santana, Shelle, Jill Avery, and Christine Snively. "Chase Sapphire: Creating a Millennial Cult Brand." Harvard Business School Case 518-024, September 2017. (Revised September 2023.)
- June 2017
- Article
Creating Reciprocal Value Through Operational Transparency
By: Ryan W. Buell, Tami Kim and Chia-Jung Tsay
We investigate whether organizations can create value by introducing visual transparency between consumers and producers. Although operational transparency has been shown to improve consumer perceptions of service value, existing theory posits that increased contact...
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Keywords:
Operational Transparency;
Service Management;
Production Management;
Organizational Performance;
Behavioral Operations;
Service Operations;
Service Delivery;
Consumer Behavior;
Labor;
Organizational Design;
Operations;
Service Industry;
United States;
Kenya
Buell, Ryan W., Tami Kim, and Chia-Jung Tsay. "Creating Reciprocal Value Through Operational Transparency." Management Science 63, no. 6 (June 2017): 1673–1695.
- February 2020
- Article
Why Prosocial Referral Incentives Work: The Interplay of Reputational Benefits and Action Costs
By: Rachel Gershon, Cynthia Cryder and Leslie K. John
While selfish incentives typically outperform prosocial incentives, in the context of customer referral rewards, prosocial incentives can be more effective. Companies frequently offer “selfish” (i.e., sender-benefiting) referral incentives, offering customers financial...
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Keywords:
Incentives;
Prosocial Behavior;
Judgment And Decision-making;
Referral Rewards;
Motivation and Incentives;
Consumer Behavior;
Decision Making
Gershon, Rachel, Cynthia Cryder, and Leslie K. John. "Why Prosocial Referral Incentives Work: The Interplay of Reputational Benefits and Action Costs." Journal of Marketing Research (JMR) 57, no. 1 (February 2020): 156–172.
- April 2008
- Case
Engstrom Auto Mirror Plant: Motivating in Good Times and Bad
By: Michael Beer and Elizabeth Collins
In May 2007, the Engstrom Auto Mirrors plant, a relatively small supplier based in Indiana, faces a crisis. The business was in the second year of a downturn. Sales had started to decline in 2005; a year later, plant manager Ron Bent had been forced to lay off more...
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Keywords:
Organizational Behavior;
Human Resource Management;
Incentives;
Motivation;
Manufacturing;
Leadership;
Change Management;
Employees;
Motivation and Incentives;
Goals and Objectives;
Manufacturing Industry;
Indiana
Beer, Michael, and Elizabeth Collins. "Engstrom Auto Mirror Plant: Motivating in Good Times and Bad." Harvard Business School Brief Case 082-175, April 2008.
- Research Summary
Overview
By: John Beshears
In his research, Professor Beshears shows how managers can influence the behavior of customers and employees by changing the decision-making environment to call attention to a decision, to use psychological framing to shape assessments of options, or to help...
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- Forthcoming
- Article
Doing More with Less: Overcoming Ineffective Long-Term Targeting Using Short-Term Signals
By: Ta-Wei Huang and Eva Ascarza
Firms are increasingly interested in developing targeted interventions for customers with the best response,
which requires identifying differences in customer sensitivity, typically through the conditional average treatment
effect (CATE) estimation. In theory, to...
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Keywords:
Long-run Targeting;
Heterogeneous Treatment Effect;
Statistical Surrogacy;
Customer Churn;
Field Experiments;
Consumer Behavior;
Customer Focus and Relationships;
AI and Machine Learning;
Marketing Strategy
Huang, Ta-Wei, and Eva Ascarza. "Doing More with Less: Overcoming Ineffective Long-Term Targeting Using Short-Term Signals." Marketing Science (forthcoming). (Pre-published online March 6, 2024.)
- 22 May 2014
- News
For Website Personalization, Simple Is the New Sexy
- September 2019 (Revised February 2020)
- Teaching Note
Fishbowl: Scaling Up
By: Leslie K. John
Email mking@hbs.edu for a courtesy copy.
Teaching Note for HBS No. 919-013. Fishbowl is a social media app that allows professionals to connect with other relevant professionals both within their company and... View Details
Teaching Note for HBS No. 919-013. Fishbowl is a social media app that allows professionals to connect with other relevant professionals both within their company and... View Details
Keywords:
Communication Technologies;
Customer Value;
Value Chain;
Interpersonal Communication;
Talent and Talent Management;
Customer Value and Value Chain;
Entrepreneurship;
Business Model;
Growth and Development Strategy;
Marketing Strategy;
Advertising;
Product Marketing;
Digital Platforms;
Consumer Behavior;
Network Effects;
Emotions;
Motivation and Incentives;
Trust;
Applications and Software;
Technology Adoption;
Digital Platforms;
Communications Industry;
Employment Industry;
Media and Broadcasting Industry;
Technology Industry;
Telecommunications Industry;
United States
John, Leslie K. "Fishbowl: Scaling Up." Harvard Business School Teaching Note 920-022, September 2019. (Revised February 2020.) (Email mking@hbs.edu for a courtesy copy.)
- December 2018 (Revised February 2020)
- Case
Fishbowl: Scaling Up
By: Leslie K. John
Fishbowl is a social media app that allows professionals to connect with other relevant professionals both within their company and across industry. Unlike many other social media apps, on which users typically present idealized portraits of themselves, on Fishbowl,...
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Keywords:
Communication Technologies;
Customer Value;
Value Chain;
Interpersonal Communication;
Talent and Talent Management;
Customer Value and Value Chain;
Entrepreneurship;
Business Model;
Growth and Development Strategy;
Marketing Strategy;
Advertising;
Product Marketing;
Digital Platforms;
Consumer Behavior;
Network Effects;
Emotions;
Motivation and Incentives;
Trust;
Applications and Software;
Technology Adoption;
Social Media;
Communications Industry;
Employment Industry;
Media and Broadcasting Industry;
Technology Industry;
Telecommunications Industry;
United States
John, Leslie K. "Fishbowl: Scaling Up." Harvard Business School Case 919-013, December 2018. (Revised February 2020.) (Email mking@hbs.edu for a courtesy copy.)
- February 2017
- Article
Resident Networks and Corporate Connections: Evidence from World War II Internment Camps
By: Lauren Cohen, Umit Gurun and Christopher J. Malloy
We demonstrate that simply by using the ethnic makeup surrounding a firm’s location, we can predict, on average, which trade links are valuable for firms. Using customs and port authority data on the international shipments of all U.S. publicly traded firms, we show...
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Keywords:
Information Networks;
Trade Links;
Firm Behavior;
Networks;
Geographic Location;
Ethnicity;
Organizations;
Trade
Cohen, Lauren, Umit Gurun, and Christopher J. Malloy. "Resident Networks and Corporate Connections: Evidence from World War II Internment Camps." Journal of Finance 72, no. 1 (February 2017): 207–248. (Winner of First Prize, the Inaugural Hakan Orbay Research Award, 2015.)
- November 2015 (Revised January 2017)
- Case
Uber: Changing the Way the World Moves
By: Youngme Moon
In 2015, Uber is building what may be the largest point-to-point transportation network of its kind; it is literally changing the way the world moves. But unlike traditional transportation logistics companies like FedEx, Uber has an incredibly lightweight...
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Keywords:
Service;
Innovation;
Pricing;
Customer Loyalty;
Uber;
Taxi;
Sharing Economy;
On-demand Economy;
Marketing;
Operations;
Strategy;
Disruption;
Customer Satisfaction;
Transportation;
Consumer Behavior
Moon, Youngme. "Uber: Changing the Way the World Moves." Harvard Business School Case 316-101, November 2015. (Revised January 2017.)
- November 2019 (Revised April 2020)
- Case
Away: Scaling a DTC Travel Brand
By: Jill Avery and Joseph B. Fuller
Away, a direct-to-consumer, digital native e-commerce seller of travel luggage, is debating how to invest its latest round of venture funding. How quickly could and should Away scale and what were the most promising growth trajectories to maximize its potential? Three...
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Keywords:
Brand Management;
DTC;
Brand Extension;
Lifestyle Brand;
Customer Segmentation;
Retailing;
Scaling And Growth;
Startup;
Brands and Branding;
Marketing;
Marketing Strategy;
Marketing Channels;
Entrepreneurship;
Venture Capital;
Consumer Behavior;
Growth and Development Strategy;
Business Startups;
E-commerce;
Consumer Products Industry;
Travel Industry;
United States;
North America
Avery, Jill, and Joseph B. Fuller. "Away: Scaling a DTC Travel Brand." Harvard Business School Case 520-051, November 2019. (Revised April 2020.)
- June 2013 (Revised March 2014)
- Case
Kvadrat: Leading for Innovation
By: Boris Groysberg and Sarah L. Abbott
In 2013, Anders Byriel, CEO of the family-owned Danish textiles company, Kvadrat, considered the firm's strategic plan. In 2000, Byriel and Mette Bendix, Kvadrat's Product Director, had taken over management of the company from their fathers, who had founded Kvadrat... View Details
Keywords:
General Management;
Organizational Behavior;
Strategy;
Performance Management;
Leadership;
Business or Company Management;
Growth and Development Strategy;
Management Practices and Processes;
Human Resources;
Denmark;
Europe;
Asia
Groysberg, Boris, and Sarah L. Abbott. "Kvadrat: Leading for Innovation." Harvard Business School Case 413-120, June 2013. (Revised March 2014.)