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- All HBS Web (939)
- Faculty Publications (166)
- 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.)
John A. Deighton
John Deighton is The Harold M. Brierley Professor of Business Administration Emeritus at Harvard Business School. He is an authority on consumer behavior and marketing, with a focus on digital and direct marketing. He teaches in the area of Big Data in Marketing,... View Details
Keywords: consumer products; consumer products; consumer products; consumer products; consumer products; consumer products; consumer products; consumer products; consumer products; consumer products; consumer products; consumer products; consumer products; consumer products; consumer products; consumer products
- 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.
- 2012
- Working Paper
Learning from Customers: Individual and Organizational Effects in Outsourced Radiological Services
By: Jonathan R. Clark, Robert S. Huckman and Bradley R. Staats
The ongoing fragmentation of work has resulted in a narrowing of tasks into smaller pieces that can be sent outside the organization and, in many instances, around the world. This trend is shifting the boundaries of organizations and leading to increased outsourcing.... View Details
Keywords: Experience and Expertise; Learning; Health Care and Treatment; Job Cuts and Outsourcing; Knowledge Acquisition; Volume; Performance Productivity; Health Industry
Clark, Jonathan R., Robert S. Huckman, and Bradley R. Staats. "Learning from Customers: Individual and Organizational Effects in Outsourced Radiological Services." Harvard Business School Working Paper, No. 11-057, December 2010. (Revised September 2011, January 2013. NBER Working Paper Series, No. w18723, January 2013)
- Web
Faculty & Advisors | MBA
capital fund that has been building an in-house AI platform for the past decade with $2B+ AUM. Prior to SignalFire, she was a product leader at CVS Health, where she launched nationwide prescription delivery and virtual care products, and... View Details
- December 1998
- Case
Pioneer Hi-Bred: Turning Seeds Into Factories
By: F. Warren McFarlan and Melissa Dailey
The agricultural sector is among the preeminent information technology users in our economy," exclaimed an August 1998 Forbes ASAP survey of the U.S. economy's best and worst users of information technology (IT). The survey designated Pioneer Hi-Bred International,... View Details
Keywords: Agribusiness; Multinational Firms and Management; Information Management; Infrastructure; Business Strategy; Information Technology; Agriculture and Agribusiness Industry; Iowa
McFarlan, F. Warren, and Melissa Dailey. "Pioneer Hi-Bred: Turning Seeds Into Factories." Harvard Business School Case 399-095, December 1998.
- March 2023 (Revised January 2024)
- Case
Deepa Bachu (A): Design Thinking at Pensaar Design
By: Thomas Graeber, Joshua Schwartzstein and Amram Migdal
In this case, set in June 2019 in Bangalore, Karnataka, India, Deepa Bachu of Pensaar Design and her team work with client ITC Ltd. to use design thinking and behavioral experiments to improve workplace safety and strive toward the company’s zero-accident goal. The... View Details
Keywords: Buildings and Facilities; Design; Education; Training; Working Conditions; Business or Company Management; Production; Business Processes; Corporate Social Responsibility and Impact; Outcome or Result; Performance Improvement; Programs; Business and Stakeholder Relations; Groups and Teams; Labor and Management Relations; Rank and Position; Safety; Attitudes; Behavior; Motivation and Incentives; Trust; Well-being; Consulting Industry; Pulp and Paper Industry; Manufacturing Industry; India
Graeber, Thomas, Joshua Schwartzstein, and Amram Migdal. "Deepa Bachu (A): Design Thinking at Pensaar Design." Harvard Business School Case 923-026, March 2023. (Revised January 2024.)
- March 2021 (Revised January 2022)
- Case
Philips: Redefining Telehealth
By: Regina E. Herzlinger, Alec Petersen, Natalie Kindred and Sara M. McKinley
As one of the world’s largest healthcare companies, Philips sought to reach beyond the walls of the hospital and expand its hospital-to-home program to gain future competitive advantage through technology solutions combining predictive analytics with care delivery. By... View Details
Keywords: Health Care; Philips; Visicu; Telemedicine; eICU; Accountable Care Organization; ACO; Bundled Payment; Hospital To Home; Patient Monitoring Devices; Home Health Care; Health Care and Treatment; Communication Technology; Quality; Safety; Performance Productivity; Performance Capacity; Performance Efficiency; Consumer Behavior; Emerging Markets; Health Industry; Telecommunications Industry; Netherlands
Herzlinger, Regina E., Alec Petersen, Natalie Kindred, and Sara M. McKinley. "Philips: Redefining Telehealth." Harvard Business School Case 321-135, March 2021. (Revised January 2022.) (As companion reading for this case, see: Regina E. Herzlinger and Charles Huang. "Note on Bundled Payment in Health Care," HBS Background Note 312-032.)
Rohit Deshpande
Rohit Deshpandé is a Baker Foundation Professor and Sebastian S. Kresge Professor of Marketing, Emeritus at Harvard Business School, where he has been teaching in the Advanced Management Program,... View Details
- 11 Jan 2010
- Research & Ideas
Mixing Open Source and Proprietary Software Strategies
has its die-hard supporters. Meanwhile, other firms try to maximize profits by keeping a tight, proprietary hold on all intellectual property. Increasingly, however, software companies are taking a "best of both worlds" approach by creating View Details
- 03 Jul 2017
- Blog Post
4 Ways HBS Alumni Utilize Baker Library
his role as Director of Business for Baker, Jim Borron supports alumni and ExEd participants by helping them understand and take advantage of the information services and products offered by the library. “It’s very gratifying to be part... View Details
- 25 Sep 2006
- Research & Ideas
How Software Platforms Revolutionize Business
springboards that allow specialized producers to leverage their infrastructure and create new innovations and by bringing digital technology to a wide variety of sectors and users, again by providing flexible infrastructures that make it... View Details
- Research Summary
The Political Power of Weak Interests
By: Gunnar Trumbull
One of the most broadly accepted theoretical claims of public policy is the proposal that interests shared by a large set of actors tend to be under-represented in public policy. From Mancur Olson to George Stigler to James Q. Wilson, our most influential theorists... View Details
- 2025
- Book
The World Is Your Office: How Work from Anywhere Boosts Talent, Productivity, and Innovation
By: Prithwiraj Choudhury
A research-based look at a growing phenomenon—companies allowing their employees to work from anywhere in the world—and how those who adopt this model can boost talent, innovation, and productivity.
In recent years, companies in a wide range of industries have... View Details
In recent years, companies in a wide range of industries have... View Details
Keywords: Remote Work; Telecommuting; Employees; Business Offices; Organizational Culture; Retention; Recruitment; Policy; Competitive Advantage
Choudhury, Prithwiraj. The World Is Your Office: How Work from Anywhere Boosts Talent, Productivity, and Innovation. Harvard Business Review Press, 2025.
- March 2023
- Supplement
Deepa Bachu (B): Insights and Experiments at Pensaar Design
By: Thomas Graeber, Joshua Schwartzstein and Amram Migdal
In this case, set in June 2019 in Bangalore, Karnataka, India, Deepa Bachu of Pensaar Design and her team work with client ITC Ltd. to use design thinking and behavioral experiments to improve workplace safety and strive toward the company’s zero-accident goal. The... View Details
Keywords: Buildings and Facilities; Design; Training; Working Conditions; Business or Company Management; Production; Business Processes; Corporate Social Responsibility and Impact; Outcome or Result; Performance Improvement; Programs; Business and Stakeholder Relations; Groups and Teams; Labor and Management Relations; Rank and Position; Safety; Attitudes; Behavior; Motivation and Incentives; Trust; Well-being; Consulting Industry; Pulp and Paper Industry; Manufacturing Industry; India
Graeber, Thomas, Joshua Schwartzstein, and Amram Migdal. "Deepa Bachu (B): Insights and Experiments at Pensaar Design." Harvard Business School Supplement 923-034, March 2023.
- 17 Oct 2023
- HBS Case
With Subscription Fatigue Setting In, Companies Need to Think Hard About Fees
single flat price, where customers pay a fixed rate at regular intervals no matter how much they use a product or service. A “freemium” option, in which the base tier is free, while other more advanced tiers include escalating charges.... View Details
- 08 Jul 2011
- Working Paper Summaries
Delegation in Multi-Establishment Firms: Adaptation vs. Coordination in I.T. Purchasing Authority
Keywords: by Kristina McElheran
- September–October 2013
- Article
Learning from Customers: Individual and Organizational Effects in Outsourced Radiological Services
By: Jonathan R. Clark, Robert S. Huckman and Bradley R. Staats
The ongoing fragmentation of work has resulted in a narrowing of tasks into smaller pieces that can be sent outside the organization and, in many instances, around the world. This trend is shifting the boundaries of organizations and leading to increased outsourcing.... View Details
Keywords: Job Cuts and Outsourcing; Medical Specialties; Health Care and Treatment; Customer Focus and Relationships; Learning; Customer Satisfaction; Health Industry
Clark, Jonathan R., Robert S. Huckman, and Bradley R. Staats. "Learning from Customers: Individual and Organizational Effects in Outsourced Radiological Services." Organization Science 24, no. 5 (September–October 2013): 1539–1557.
- Career Coach
Kelsey Holland
If you’re looking to launch or join a startup, Kelsey can help! Kelsey’s worked in a variety of roles ranging from product manager to corporate venture investor to co-founder during her 8.5 years working... View Details
- 17 Jul 2007
- First Look
First Look: July 17, 2007
Autor, William R. Kerr, and Adriana D. Kugler Periodical:Economic Journal 117 (2007): F189-F217 Abstract Theory predicts that mandated employment protections may reduce productivity by distorting production... View Details
Keywords: Martha Lagace