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- Faculty Publications (810)
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- All HBS Web
(3,259)
- Faculty Publications (810)
- August 2019
- Article
When and How to Diversify—A Multicategory Utility Model for Personalized Content Recommendation
By: Yicheng Song, Nachiketa Sahoo and Elie Ofek
Sometimes we desire change, a break from the same or an opportunity to fulfill different aspects of our needs. Noting that consumers seek variety, several approaches have been developed to diversify items recommended by personalized recommender systems. However,... View Details
Keywords: Recommender Systems; Personalization; Recommendation Diversity; Variety Seeking; Collaborative Filtering; Consumer Utility Models; Digital Media; Clickstream Analysis; Learning-to-rank; Consumer Behavior; Media; Customization and Personalization; Strategy; Mathematical Methods
Song, Yicheng, Nachiketa Sahoo, and Elie Ofek. "When and How to Diversify—A Multicategory Utility Model for Personalized Content Recommendation." Management Science 65, no. 8 (August 2019): 3737–3757.
- 2019
- Chapter
Local States of Play: Land and Urban Politics in Reform-Era China
By: Meg Rithmire
Book Abstract: Although comparative politics is conventionally seen as the study of politics across countries, the field has a longstanding and increasingly prominent tradition in national contexts; focusing on subnational units, institutions, actors and processes.... View Details
Rithmire, Meg. "Local States of Play: Land and Urban Politics in Reform-Era China." In Inside Countries: Subnational Research in Comparative Politics, edited by Agustina Giraudy, Eduardo Moncada, and Richard Snyder, 318–350. Cambridge University Press, 2019.
- July 2019
- Case
Christmas Inc. (A)
By: Susanna Gallani, Gregory Sabin, Lexor Adams and Nicholas Haberling
Santa Claus is facing increasing pressures to contain costs. The economic model that has worked for centuries is starting to show some cracks, to the point that he is considering outsourcing part of its toy production. Evaluating the bids his team collected from... View Details
Gallani, Susanna, Gregory Sabin, Lexor Adams, and Nicholas Haberling. "Christmas Inc. (A)." Harvard Business School Case 120-009, July 2019.
- July 2019
- Case
Autonomous Vehicles: Smooth or Bumpy Ride Ahead?
By: Elie Ofek and Akhil Waghmare
In early 2019, transportation was set to undergo a major transformation with the advent of autonomous vehicles (AVs), also referred to as driverless cars, which were nearing completion from an R&D and testing phase. Yet many questions remained open regarding exactly... View Details
Keywords: Transportation; Technological Innovation; Disruptive Innovation; Transformation; Technology Adoption; Business Model; Governing Rules, Regulations, and Reforms; Transportation Industry; Auto Industry
Ofek, Elie, and Akhil Waghmare. "Autonomous Vehicles: Smooth or Bumpy Ride Ahead?" Harvard Business School Case 520-008, July 2019.
- Article
Frame Flexibility: The Role of Cognitive and Emotional Framing in Innovation Adoption by Incumbent Firms
By: Ryan Raffaelli, Mary Ann Glynn and Michael Tushman
Why do incumbent firms frequently reject nonincremental innovations? Beyond technical, structural, or economic factors, we propose an additional factor: the degree of the top management team's (TMT) frame flexibility, i.e., their capability to cognitively expand an... View Details
Keywords: Innovation Adoption; Cognition; Framing; Emotional Resonance; Incumbent Inertia; Innovation and Invention; Technology Adoption; Organizational Change and Adaptation; Change Management
Raffaelli, Ryan, Mary Ann Glynn, and Michael Tushman. "Frame Flexibility: The Role of Cognitive and Emotional Framing in Innovation Adoption by Incumbent Firms." Strategic Management Journal 40, no. 7 (July 2019): 1013–1039.
- July 2019
- Article
The Gravitational Pull of Expressing Passion: When and How Expressing Passion Elicits Status Conferral and Support from Others
By: Jon M. Jachimowicz, Christopher To, Shira Agasi, Stéphane Côté and Adam D. Galinsky
Prior research attributes the positive effects of passion on professional success to intrapersonal characteristics. We propose that interpersonal processes are also critical because observers confer status on and support those who express passion. These interpersonal... View Details
Keywords: Passion; Admiration; Support; Emotions; Communication; Perception; Status and Position; Success; Situation or Environment; Competition
Jachimowicz, Jon M., Christopher To, Shira Agasi, Stéphane Côté, and Adam D. Galinsky. "The Gravitational Pull of Expressing Passion: When and How Expressing Passion Elicits Status Conferral and Support from Others." Organizational Behavior and Human Decision Processes 153 (July 2019): 41–62.
- June 2019 (Revised February 2020)
- Case
Eric Hawkins Leading Agile Teams @ Digitally-Born AppFolio (A)
By: Tsedal Neeley, Paul Leonardi and Michael Norris
Eric Hawkins, director of engineering at AppFolio—a digital technology firm that offered cloud-based business software to small and medium sized companies—was shocked by an unusual request from his senior leadership team. Could Hawkins and one of his agile teams build... View Details
Keywords: Values; Agile; Vision; Corporate Culture; Leadership; Values and Beliefs; Organizational Culture; Decision Choices and Conditions; Digital Transformation; Technology Industry; United States; California
Neeley, Tsedal, Paul Leonardi, and Michael Norris. "Eric Hawkins Leading Agile Teams @ Digitally-Born AppFolio (A)." Harvard Business School Case 419-066, June 2019. (Revised February 2020.)
- June 2019 (Revised November 2019)
- Technical Note
Sustaining Corporate Culture in a Growing Organization
By: Dennis Campbell and Tatiana Sandino
An organization’s culture can be a significant source of sustainable competitive advantage. For the organization, it can attract job candidates who fit and align employees working in different teams around common goals. For employees, a strong culture can generate... View Details
Keywords: Organizational Culture; Growth and Development; Mission and Purpose; Values and Beliefs; Management Systems
Campbell, Dennis, and Tatiana Sandino. "Sustaining Corporate Culture in a Growing Organization." Harvard Business School Technical Note 119-109, June 2019. (Revised November 2019.)
- 2010
- Article
I May Not Agree With You, but I Trust You: Caring About Social Issues Signals Integrity
By: Julian Zlatev
What characteristics of an individual signal trustworthiness to other people? I propose that individuals who care about contentious social issues signal to observers that they have integrity and thus can be trusted. Critically, this signal conveys trustworthiness... View Details
Zlatev, Julian. "I May Not Agree With You, but I Trust You: Caring About Social Issues Signals Integrity." Psychological Science 30, no. 6 (June 2019): 880–892.
- 2019
- Article
Can Big Data Improve Firm Decision Quality? The Role of Data Quality and Data Diagnosticity
By: Maryam Ghasemaghaei and Goran Calic
Anecdotal evidence suggests that, despite the large variety of data, the huge volume of generated data, and the fast velocity of obtaining data (i.e., big data), quality of big data is far from perfect. Therefore, many firms defer collecting and integrating big data as... View Details
Ghasemaghaei, Maryam, and Goran Calic. "Can Big Data Improve Firm Decision Quality? The Role of Data Quality and Data Diagnosticity." Decision Support Systems 120 (2019): 38–49.
- May 2019
- Article
The Role of Gatekeepers in Capital Markets
By: Sugata Roychowdhury and Suraj Srinivasan
Gatekeepers in financial markets have the power to provide the institutional stability, fortitude and direction necessary for the development and the smooth functioning of capital markets. At the same time, they are often motivated by their own private incentives.... View Details
Keywords: Gatekeepers; Capital Markets; Governing Rules, Regulations, and Reforms; Performance Effectiveness
Roychowdhury, Sugata, and Suraj Srinivasan. "The Role of Gatekeepers in Capital Markets." Journal of Accounting Research 57, no. 2 (May 2019): 295–322.
- Article
Europe's Alternative to Medicare for All: Swiss and Dutch Private Insurance Provide Better Coverage Than Canada's Single-Payer System
By: Regina E. Herzlinger and Bacchus Barua
An analysis of Canada’s single-payer healthcare system shows the dangers of the proposed Medicare for All model. In fact, the Canadian healthcare system is costly and drives poor outcomes when compared to objective performance measures. Alternatively, the Swiss and... View Details
Keywords: Healthcare Systems; Universal Health Coverage; Health Care and Treatment; Insurance; Canada; Switzerland; Netherlands
Herzlinger, Regina E., and Bacchus Barua. "Europe's Alternative to Medicare for All: Swiss and Dutch Private Insurance Provide Better Coverage Than Canada's Single-Payer System." Wall Street Journal (April 17, 2019).
- 2019
- Working Paper
Rehabilitating Corporate Purpose
In this paper, I address how the ascendance of the theory of shareholder value maximization into the central consciousness of public corporations and its canonization as the only legitimate expression of corporate purpose has contributed to both a widening breach... View Details
Keywords: Capitalism; Justice; Corporate Purpose; Shareholder Value Maximization; Ethical Reciprocity; Economic Systems; Business Ventures; Mission and Purpose; Ethics; Corporate Social Responsibility and Impact
Salter, Malcolm S. "Rehabilitating Corporate Purpose." Harvard Business School Working Paper, No. 19-104, April 2019.
- April 2019
- Article
Incentives for Public Goods Inside Organizations: Field Experimental Evidence
By: Andrea Blasco, Olivia S. Jung, Karim R. Lakhani and Michael Menietti
Understanding why employees go the extra mile at work is a key problem for many organizations. We conduct a field experiment at a medical organization to study motivations for employees to submit project proposals for organizational improvement. In total, we analyze... View Details
Keywords: Field Experiment; Innovation; Contest; Incentives; Free-rider Problem; Healthcare Organizations; Employees; Motivation and Incentives; Innovation and Invention; Organizations; Performance Improvement; Perspective
Blasco, Andrea, Olivia S. Jung, Karim R. Lakhani, and Michael Menietti. "Incentives for Public Goods Inside Organizations: Field Experimental Evidence." Journal of Economic Behavior & Organization 160 (April 2019): 214–229.
- 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.)
- February 2019 (Revised January 2021)
- Case
Quiksilver Inc. and Oaktree Capital Management
By: Kristin Mugford and Mike Harmon
Sports lifestyle company Quiksilver filed for bankruptcy in September 2015. Oaktree is considering an additional investment in the company to facilitate the restructuring.
Students must consider whether Oaktree should invest given the risks of the turnaround... View Details
Keywords: Bankruptcy; Bankruptcy Reorganization; Insolvency and Bankruptcy; Acquisition; Restructuring; Debt Securities; Transformation; Decision Making; Borrowing and Debt; Investment Return; Crisis Management; Negotiation; Retail Industry; Apparel and Accessories Industry; Consumer Products Industry; France; United States
Mugford, Kristin, and Mike Harmon. "Quiksilver Inc. and Oaktree Capital Management." Harvard Business School Case 219-097, February 2019. (Revised January 2021.)
- Article
Accuracy First: Selecting a Differential Privacy Level for Accuracy-Constrained ERM
By: Katrina Ligett, Seth Neel, Aaron Leon Roth, Bo Waggoner and Steven Wu
Traditional approaches to differential privacy assume a fixed privacy requirement ϵ for a computation, and attempt to maximize the accuracy of the computation subject to the privacy constraint. As differential privacy is increasingly deployed in practical settings, it... View Details
Ligett, Katrina, Seth Neel, Aaron Leon Roth, Bo Waggoner, and Steven Wu. "Accuracy First: Selecting a Differential Privacy Level for Accuracy-Constrained ERM." Journal of Privacy and Confidentiality 9, no. 2 (2019).
- 2019
- Article
An Empirical Study of Rich Subgroup Fairness for Machine Learning
By: Michael J Kearns, Seth Neel, Aaron Leon Roth and Zhiwei Steven Wu
Kearns et al. [2018] recently proposed a notion of rich subgroup fairness intended to bridge the gap between statistical and individual notions of fairness. Rich subgroup fairness picks a statistical fairness constraint (say, equalizing false positive rates across... View Details
Kearns, Michael J., Seth Neel, Aaron Leon Roth, and Zhiwei Steven Wu. "An Empirical Study of Rich Subgroup Fairness for Machine Learning." Proceedings of the Conference on Fairness, Accountability, and Transparency (2019): 100–109.
- Article
Faithful and Customizable Explanations of Black Box Models
By: Himabindu Lakkaraju, Ece Kamar, Rich Caruana and Jure Leskovec
As predictive models increasingly assist human experts (e.g., doctors) in day-to-day decision making, it is crucial for experts to be able to explore and understand how such models behave in different feature subspaces in order to know if and when to trust them. To... View Details
Lakkaraju, Himabindu, Ece Kamar, Rich Caruana, and Jure Leskovec. "Faithful and Customizable Explanations of Black Box Models." Proceedings of the AAAI/ACM Conference on Artificial Intelligence, Ethics, and Society (2019).
- 2019
- Article
Turning Lead into Gold: How Do Entrepreneurs Mobilize Resources to Exploit Opportunities?
By: David R. Clough, Tommy Pan Fang, Balagopal Vissa and Andy Wu
The mobilization of resources is a central and defining feature of entrepreneurship. As the body of empirical research on entrepreneurial resource mobilization has grown, the literature has become increasingly fragmented. We review the literature on entrepreneurs’... View Details
Keywords: Resource Mobilization; Entrepreneurship; Organizations; Theory; Research; Strategy; Opportunities
Clough, David R., Tommy Pan Fang, Balagopal Vissa, and Andy Wu. "Turning Lead into Gold: How Do Entrepreneurs Mobilize Resources to Exploit Opportunities?" Academy of Management Annals 13, no. 1 (2019): 240–271.