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Show Results For
- All HBS Web
(3,906)
- People (27)
- News (764)
- Research (2,302)
- Events (26)
- Multimedia (3)
- Faculty Publications (868)
- 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.
- Article
Bringing Probability Judgments into Policy Debates via Forecasting Tournaments
By: Philip E. Tetlock, Barbara A. Mellers and J. Peter Scoblic
Political debates often suffer from vague-verbiage predictions that make it difficult to assess accuracy and improve policy. A tournament sponsored by the U.S. intelligence community revealed ways in which forecasters can better use probability estimates to make... View Details
Keywords: Tournaments; Politics; Depolarization; Knowledge Creation; Forecasting and Prediction; Government and Politics
Tetlock, Philip E., Barbara A. Mellers, and J. Peter Scoblic. "Bringing Probability Judgments into Policy Debates via Forecasting Tournaments." Science 355, no. 6324 (February 3, 2017): 481–483.
- 2005
- Working Paper
Silent Saboteurs: How Implicit Theories of Voice Inhibit the Upward Flow of Knowledge in Organizations
By: James R. Detert and Amy C. Edmondson
This article examines, in a series of three studies, how people working in organizational hierarchies wrestle with the challenge of upward voice. We first undertook in-depth exploratory research in a knowledge-intensive multinational corporation in which employee input... View Details
Keywords: Prejudice and Bias; Working Conditions; Knowledge Management; Attitudes; Organizational Culture
Detert, James R., and Amy C. Edmondson. "Silent Saboteurs: How Implicit Theories of Voice Inhibit the Upward Flow of Knowledge in Organizations." Harvard Business School Working Paper, No. 06-024, December 2005. (Revised October 2006, December 2008.)
- 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.)
- 2011
- Chapter
Making a Difference and Contributing Useful Knowledge: Principles Derived from Life As a Scholar Practitioner
By: Michael Beer
Beer, Michael. "Making a Difference and Contributing Useful Knowledge: Principles Derived from Life As a Scholar Practitioner ." In Useful Research: Advancing Theory and Practice, edited by Susan Albers Mohrman and Edward E. Lawler III. Berrett-Koehler Publishers, 2011.
- 16 Jun 2003
- Research & Ideas
Researchers Contribute Globalization of Markets Papers
predictor of events, but the power and sometimes outrageous language used by Levitt changed the nature of debate on the issue, and created new perspectives for managers to... View Details
Keywords: by Working Knowledge editors
- 26 Mar 2019
- Working Paper Summaries
Managed Ecosystems and Translucent Institutional Logics: Engaging Communities
- 03 Jan 2017
- News
Using Technology to Tailor Learning to Each Child
now, we’re cramming so much technology into schools and we’re not really leveraging the power that the internet can bring to connect students to all sorts of experiences and to... View Details
Estimating Spillovers from Publicly Funded R&D: Evidence from the US Department of Energy
The spillovers from public R&D grants are large and reach far across geographic and technological space, and focusing only on firms that directly receive grants causes... View Details
- 2019
- Working Paper
Using Technology to Augment Professionals, Instead of Replacing Them, for Innovative Problem Solving
By: Hila Lifshitz - Assaf, Felicia Ng, Aniket Kittur and Robert Kraut
While in some technological and scientific areas innovation is flourishing, in others it is stalling, leaving important problems unsolved for decades. One explanation is professionals’ limitations as problem solvers, as accumulating depth of knowledge enhances one’s... View Details
- 21 Aug 2017
- Lessons from the Classroom
Companies Love Big Data But Lack the Strategy To Use It Effectively
to reshape their companies, and explored how they can put data to work for them in ways that create value for their own businesses. The data advantage in sports Big data is already being used heavily in the... View Details
Keywords: by Dina Gerdeman
- 24 Feb 2021
- Lessons from the Classroom
What History's Biggest Wars Teach Us About Leading in Peace
he says. Korean War (1950-1953): Action can’t always wait for ideal conditions After escalating tensions, Communist North Korea, supported by China and the Soviet Union, invaded South Korea. United Nations forces led by the View Details
Keywords: by Lane Lambert
- Article
Organizational Innovation in the Multinational Enterprise: Internalization Theory and Business History
By: Teresa da Silva Lopes, Mark Casson and Geoffrey Jones
This article engages in a methodological experiment by using historical evidence to challenge a common misperception about internalization theory. The theory has often been criticized for maintaining that it assumes a hierarchically organized MNE based on knowledge... View Details
Keywords: Internalization; Multinational Strategy; Business History; Organization And Management Theory; Globalization; Entrepreneurship; Governance; History; Organizations; Theory; Africa; Asia; Europe; Latin America; North and Central America
da Silva Lopes, Teresa, Mark Casson, and Geoffrey Jones. "Organizational Innovation in the Multinational Enterprise: Internalization Theory and Business History." Journal of International Business Studies 50, no. 8 (October 2019): 1338–1358.
- 18 Feb 2021
- Blog Post
Use Baker Library to Build a Target List
interested in less mature emerging industries and/or obscure early stage startups, use Nexis and ABI Proquest to find articles that keep you up-to-date on particular industries View Details
- 19 Aug 2016
- News
Using Technology to Help Reclaim Lives from Addiction
“Lionrock is my revenge against addiction,” says Peter Loeb (MBA 1991), cofounder and chief executive of Lionrock Recovery, the largest online addiction recovery program in the US View Details
- March 2022
- Article
Targeting High Ability Entrepreneurs Using Community Information: Mechanism Design in the Field
Identifying high-growth microentrepreneurs in low-income countries remains a challenge due to a scarcity of verifiable information. With a cash grant experiment in India we demonstrate that community knowledge can help target high-growth microentrepreneurs; while the... View Details
Keywords: Microentrepreneurs; Community Information; Field Experiment; Loans; Entrepreneurship; Developing Countries and Economies; Financing and Loans; Information; Mathematical Methods; India
Hussam, Reshmaan, Natalia Rigol, and Benjamin N. Roth. "Targeting High Ability Entrepreneurs Using Community Information: Mechanism Design in the Field." American Economic Review 112, no. 3 (March 2022): 861–898.
(Online Appendix with Corrigendum—Thanks to Isabella Masetto, Diego Ubfal, and The Institute for Replication for identifying a minor coding error in the production of Table 4.)
(Online Appendix with Corrigendum—Thanks to Isabella Masetto, Diego Ubfal, and The Institute for Replication for identifying a minor coding error in the production of Table 4.)
- October 2020 (Revised March 2022)
- Supplement
The What Works Centre: Using Behavioral Science to Improve Social Worker Well-being (B)
By: Ashley V. Whillans and Shibeal O'Flaherty
This case describes the experiences of Michael Sanders—the Chief Executive of the What Works Center for Children’s Social Care—as he led the design and implementation of a program of research aimed at improving the social care system in the United Kingdom (UK) at the... View Details
Keywords: Non-cash Compensation; Behavioral Science; Employees; Well-being; Compensation and Benefits; United Kingdom
Whillans, Ashley V., and Shibeal O'Flaherty. "The What Works Centre: Using Behavioral Science to Improve Social Worker Well-being (B)." Harvard Business School Supplement 921-022, October 2020. (Revised March 2022.)
- October 2020 (Revised March 2022)
- Case
The What Works Centre: Using Behavioral Science to Improve Social Worker Well-being (A)
By: Ashley V. Whillans and Shibeal O'Flaherty
This case describes the experiences of Michael Sanders—the Chief Executive of the What Works Center for Children’s Social Care—as he led the design and implementation of a program of research aimed at improving the social care system in the United Kingdom (UK) at the... View Details
Keywords: Non-cash Compensation; Behavioral Science; Employees; Welfare; Compensation and Benefits; Well-being; United Kingdom
Whillans, Ashley V., and Shibeal O'Flaherty. "The What Works Centre: Using Behavioral Science to Improve Social Worker Well-being (A)." Harvard Business School Case 921-020, October 2020. (Revised March 2022.)
- 06 Oct 2020
- Sharpening Your Skills
18 Tips Managers Can Use to Lead Through COVID's Rising Waters
Since March, Harvard Business School Working Knowledge has posted more than 80 stories and research papers on the topic of COVID-19, most targeted at managers and the new... View Details
Keywords: by Sean Silverthorne