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Show Results For
- All HBS Web
(844)
- News (133)
- Research (517)
- Events (4)
- Multimedia (1)
- Faculty Publications (104)
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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... View Details
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.
- 2018
- Working Paper
Opportunistic Returns and Dynamic Pricing: Empirical Evidence from Online Retailing in Emerging Markets
By: Chaithanya Bandi, Antonio Moreno, Donald Ngwe and Zhiji Xu
We investigate how dynamic pricing can lead to more product returns in the online retail industry. Using detailed sales data of more than two million transactions from the Indian online retail market, where price promotions are very common, we document two types of... View Details
Keywords: Cash On Delivery; Dynamic Pricing; Online Retail; Payment Methods; Strategic Customer Behavior; Opportunistic Returns; Price; Policy; Consumer Behavior; Emerging Markets; Retail Industry
Bandi, Chaithanya, Antonio Moreno, Donald Ngwe, and Zhiji Xu. "Opportunistic Returns and Dynamic Pricing: Empirical Evidence from Online Retailing in Emerging Markets." Harvard Business School Working Paper, No. 19-030, September 2018.
- 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
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.)
- June 2013
- Supplement
Elasto Therm: The Next Step (Video Supplement)
By: Jim Sharpe
This is the Video Supplement for Elasto Therm: The Next Step (HBS Case #813030). View Details
Keywords: Entrepreneurial Management; Entrepreneurs; Search; Search Funds; Manufacturing; Pricing Policies; Pricing; Pricing Strategy; Sales Channels; Sales Force Management; Customer Focus; Customer Specificity; Manufacturing Tools; Acquisitions; Growth Strategy; Growth And Development Strategy; Growth; Plastics; Turnarounds; Labor Management; Stockholders; Careers; Job Design; Gender; Life Planning; Employee Empowerment; Work/family Balance; Work-life Balance; Entrepreneurship; Management; Employee Ownership; Acquisition; Rubber Industry; Auto Industry; United States
Sharpe, Jim. "Elasto Therm: The Next Step (Video Supplement)." Harvard Business School Video Supplement 813-703, June 2013.
- 26 Jan 2021
- Research & Ideas
A New Way to Cut Credit Card Debt: Pay Off One Purchase at a Time
average, customers who took advantage of the option to apply their payments to specific spending categories paid 12.18 percent more toward their debt than the control group, the research found. “There’s a... View Details
- October 1984
- Case
NIKE (A1)
Presents a specific marketing policy decision on the servicing of large, important chain store customers versus giving priority to small specialty running equipment stores. View Details
Keywords: Decisions; Marketing Strategy; Distribution Channels; Apparel and Accessories Industry; Sports Industry
Christensen, C. Roland. "NIKE (A1)." Harvard Business School Case 385-026, October 1984.
- Article
Beyond the Target Customer: Social Effects in CRM Campaigns
By: Eva Ascarza, Peter Ebbes, Oded Netzer and Matthew Danielson
Customer relationship management (CRM) campaigns have traditionally focused on maximizing the profitability of the targeted customers. The authors demonstrate that in business settings characterized by network externalities, a CRM campaign that is aimed at changing the... View Details
Keywords: Social Effects; Field Experiment; Mobile; Customer Relationship Management; Network Effects; Consumer Behavior
Ascarza, Eva, Peter Ebbes, Oded Netzer, and Matthew Danielson. "Beyond the Target Customer: Social Effects in CRM Campaigns." Journal of Marketing Research (JMR) 54, no. 3 (June 2017): 347–363.
- Article
Market Heterogeneity and Local Capacity Decisions in Services
By: Dennis Campbell and Frances X. Frei
We empirically document factors that influence how local operating managers use discretion to balance the tradeoff between service capacity costs and customer sensitivity to service time. Our findings, using data from one of the largest financial services providers in... View Details
Keywords: Customer Satisfaction; Cost; Standards; Service Delivery; Service Operations; Performance Capacity; Performance Productivity; Financial Services Industry; United States
Campbell, Dennis, and Frances X. Frei. "Market Heterogeneity and Local Capacity Decisions in Services." Manufacturing & Service Operations Management 13, no. 1 (Winter 2011): 2–19. (Lead Article.)
- March 2005 (Revised August 2007)
- Case
Brocade: Launching the Multiprotocol Router
By: Elie Ofek and Mamoon Hamid
Brocade management is preparing for the launch of a new technology for data storage. The multiprotocol router improves on existing technology and has the potential to change the way firms design their data storage networks. Students must determine the target market for... View Details
Keywords: Customer Satisfaction; Price; Product Launch; Partners and Partnerships; Segmentation; Information Infrastructure; Technology Adoption; Information Technology Industry
Ofek, Elie, and Mamoon Hamid. "Brocade: Launching the Multiprotocol Router." Harvard Business School Case 505-064, March 2005. (Revised August 2007.)
- March 2002
- Background Note
Virtuous Cycles: Improving Service and Lowering Costs in E-Commerce
Illustrates how various elements in a customer's encounter with Internet services relying on physical service (labor-intensive customer support and/or logistics) affect one another. Presents a framework that suggests: 1) that improving service quality in specific... View Details
Keywords: Internet and the Web; Service Delivery; Performance Efficiency; Performance Effectiveness; Service Industry
Hallowell, Roger H. "Virtuous Cycles: Improving Service and Lowering Costs in E-Commerce." Harvard Business School Background Note 802-155, March 2002.
- 05 Jul 2021
- What Do You Think?
Do Companies Really Need Chief Experience Officers to Know Their Customers?
writing about the notion that customers don’t buy products and services, they buy results and process quality. Why both? A charming driver can’t deliver a result without a limo. At about the same time, Clay Christensen and his co-authors... View Details
Keywords: by James Heskett
- Research Summary
Service Excellence by Design
By: Frances X. Frei
This research addresses how to design sustainable service models that deliver ongoing value to both customers and the firm. In particular, the research reveals three principles of effective service management (see
View Details
- February 2003 (Revised April 2012)
- Case
Sheila Mason & Craig Shepherd
Describes a marketing executive and an engineer who are starting a company together. Each is still at his/her former employer, and each has signed a different employment agreement that, on paper, may prohibit soliciting customers or employees. Focuses on how... View Details
Keywords: Resignation and Termination; Intellectual Property; Contracts; Legal Liability; Entrepreneurship; Ethics
Roberts, Michael J., and Todd H Thedinga. "Sheila Mason & Craig Shepherd." Harvard Business School Case 803-095, February 2003. (Revised April 2012.)
- June 2014 (Revised September 2014)
- Case
Johnson & Johnson: The Promotion of Wellness
By: John A. Quelch and Carin-Isabel Knoop
To create the world's healthiest workforce, diversified health care giant Johnson & Johnson (J&J) mandated participation in its "Culture of Health" program globally, customized by location, culture, and specific health needs to offer prevention-focused education,... View Details
Keywords: Healthcare; Employee Motivation; Transformation; Ethics; Health; Human Resources; Leadership; Management; Personal Development and Career; Problems and Challenges; Strategy; Health Industry; Medical Devices and Supplies Industry; Pharmaceutical Industry; North and Central America; Middle East; Latin America; Europe; Asia
Quelch, John A., and Carin-Isabel Knoop. "Johnson & Johnson: The Promotion of Wellness." Harvard Business School Case 514-112, June 2014. (Revised September 2014.)
- February 2005 (Revised March 2013)
- Case
Phase Zero: Introducing New Services at IDEO (A)
By: Amy C. Edmondson and Laura Feldman
Focuses on whether world-renowned product design firm IDEO's new customer service fits with the firm's strategic position and organization capabilities. Over the course of IDEO's 13-year history, an increasing share of revenues are a result of "Phase 0"... View Details
Keywords: Strategy; Service Operations; Product Design; Infrastructure; Customer Focus and Relationships; Innovation and Invention; Service Industry; Boston; United States
Edmondson, Amy C., and Laura Feldman. "Phase Zero: Introducing New Services at IDEO (A)." Harvard Business School Case 605-069, February 2005. (Revised March 2013.)
- 2018
- Working Paper
Opportunistic Returns and Dynamic Pricing: Empirical Evidence from Online Retailing in Emerging Markets
By: Chaithanya Bandi, Antonio Moreno, Donald Ngwe and Zhiji Xu
We investigate how dynamic pricing can lead to higher operational costs through more product returns in the online retail industry. Dynamic pricing has been widely applied by many online retailers. Research has shown that, in response to dynamic pricing, some customers... View Details
Bandi, Chaithanya, Antonio Moreno, Donald Ngwe, and Zhiji Xu. "Opportunistic Returns and Dynamic Pricing: Empirical Evidence from Online Retailing in Emerging Markets." Working Paper, September 2018.
- Article
Understanding the Advice of Commissions-Motivated Agents: Evidence from the Indian Life Insurance Market
By: Santosh Anagol, Shawn Cole and Shayak Sarkar
We conduct a series of field experiments to evaluate the quality of advice provided by life insurance agents in India. Agents overwhelmingly recommend unsuitable, strictly dominated products, which provide high commissions to the agent. Agents cater to the beliefs of... View Details
Keywords: Advice; Customers; Insurance; Service Operations; Motivation and Incentives; Ethics; India
Anagol, Santosh, Shawn Cole, and Shayak Sarkar. "Understanding the Advice of Commissions-Motivated Agents: Evidence from the Indian Life Insurance Market." Review of Economics and Statistics 99, no. 1 (March 2017).
- January 2009 (Revised June 2010)
- Case
Cisco Systems (2001): Building and Sustaining a Customer-Centric Culture
By: Ranjay Gulati
Customer centricity has been an important part of the culture at Cisco Systems since its inception. While part of this is attributable to values put in place by the founders and retained by subsequent management, it is also closely interwoven with its organizational... View Details
Keywords: Customer Satisfaction; Organizational Design; Organizational Structure; Organizational Change and Adaptation; Change Management; Organizational Culture; Research and Development; Job Cuts and Outsourcing; Employees; Brands and Branding; Customer Relationship Management; Business Units
Gulati, Ranjay. "Cisco Systems (2001): Building and Sustaining a Customer-Centric Culture." Harvard Business School Case 409-061, January 2009. (Revised June 2010.)
- September – October 2008
- Article
Care Platforms: A Basic Building Block for Care Delivery
By: Richard Bohmer and David Lawrence
Without significant operational reform within the nation's health care delivery organizations, new financing models, payment systems, or structures are unlikely to realize their promise. Adapting insights from high-performing companies in other high-risk, high-cost,... View Details
Keywords: Health Care and Treatment; Management Systems; Standards; Service Delivery; Service Operations; Business Processes; Organizational Design; Customization and Personalization; Health Industry
Bohmer, Richard, and David Lawrence. "Care Platforms: A Basic Building Block for Care Delivery." Health Affairs 27, no. 5 (September–October 2008).
- February 2013 (Revised February 2013)
- Case
Wayne Ferrari: iAutomation at a Crossroads
By: Jim Sharpe and Michael Norris
Wayne Ferrari has bridged the gap between being an independent entrepreneur and a "professional manager." After selling his business to a Private Equity (PE) firm, Ferrari takes on the role of CEO and with their support implements a roll-up strategy to attain growth... View Details
Keywords: Entrepreneurial Management; Entrepreneurial Organizations; Leveraged Buyouts; Roll-up; Career Planning; Acquisitions; Pricing; Pricing Policies; Pricing Strategy; Pricing Structure; Acquisition; Entrepreneurship; Private Equity; Distribution; Integration; System; Electronics Industry; Distribution Industry; United States
Sharpe, Jim, and Michael Norris. "Wayne Ferrari: iAutomation at a Crossroads." Harvard Business School Case 813-120, February 2013. (Revised February 2013.)