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- Faculty Publications (895)
- 14 Aug 2017
- Conference Presentation
A Convex Framework for Fair Regression
By: Richard Berk, Hoda Heidari, Shahin Jabbari, Matthew Joseph, Michael J. Kearns, Jamie Morgenstern, Seth Neel and Aaron Roth
We introduce a flexible family of fairness regularizers for (linear and logistic) regression problems. These regularizers all enjoy convexity, permitting fast optimization, and they span the range from notions of group fairness to strong individual fairness. By varying...
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Berk, Richard, Hoda Heidari, Shahin Jabbari, Matthew Joseph, Michael J. Kearns, Jamie Morgenstern, Seth Neel, and Aaron Roth. "A Convex Framework for Fair Regression." Paper presented at the 4th Workshop on Fairness, Accountability, and Transparency in Machine Learning, Special Interest Group on Knowledge Discovery and Data Mining (SIGKDD), August 14, 2017.
- August 2017 (Revised August 2018)
- Case
The Oakland Athletics: Strategy & Metrics for a Budget
By: Srikant M. Datar and Caitlin N. Bowler
This case considers Oakland Athletics General Manager Billy Beane’s data driven and, in baseball circles unconventional, approach to winning games over the duration of the long Major League Baseball season. Beane’s critical approach to crafting strategy within his...
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Keywords:
Data Analysis;
Metrics;
Data Science;
Analytics and Data Science;
Analysis;
Measurement and Metrics;
Competitive Strategy;
Organizational Culture;
Sports Industry
Datar, Srikant M., and Caitlin N. Bowler. "The Oakland Athletics: Strategy & Metrics for a Budget." Harvard Business School Case 118-010, August 2017. (Revised August 2018.)
- Article
Is the Moral Domain Unique?: A Social Influence Perspective for the Study of Moral Cognition
By: J. Lees and F. Gino
The nature of the cognitive processes that give rise to moral judgment and behavior has been a central question of psychology for decades. In this paper, we suggest that an often ignored yet fruitful stream of research for informing current debates on the nature of...
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Lees, J., and F. Gino. "Is the Moral Domain Unique? A Social Influence Perspective for the Study of Moral Cognition." Social and Personality Psychology Compass 11, no. 8 (August 2017).
- July 2017
- Teaching Note
Designing Transformational Customer Experiences
By: Stefan Thomke
Keywords:
Customer Experience;
Design;
Exercise;
Learning By Doing;
LEGO;
Storytelling;
Transformation
- 2017
- Article
Affective, Cognitive and Behavioral Trajectories of Change Recipients in Global Organizations
By: B. S. Reiche, T. B. Neeley and N. Overmeyer
Research rarely addresses how change recipients respond to radical change across affective, cognitive, and behavioral dimensions over time. We examined a radical change in a recently acquired subsidiary of a U.S.-based global organization over a two-year period. With...
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Keywords:
Change;
Spoken Communication;
Globalized Firms and Management;
Behavior;
Cross-Cultural and Cross-Border Issues
Reiche, B. S., T. B. Neeley, and N. Overmeyer. "Affective, Cognitive and Behavioral Trajectories of Change Recipients in Global Organizations." Academy of Management Proceedings (2017). (Proceedings of the 77th Annual Meeting (2017), edited by Guclu Atinc. Online ISSN: 2151-6561.)
- Article
Repositioning and Cost-Cutting: The Impact of Competition on Platform Strategies
By: Robert Seamans and Feng Zhu
Organizational structures are increasingly complex. In particular, more firms today operate as multi-sided platforms. In this paper, we study how platform firms use repositioning and cost-cutting in response to competition, elucidate external and internal factors that...
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Keywords:
Platform Strategy;
Repositioning;
Cost-cutting;
Intra-firm Learning;
Multi-Sided Platforms;
Cost Management;
Product Positioning;
Organizational Structure;
Competitive Strategy;
Knowledge Acquisition;
Journalism and News Industry
Seamans, Robert, and Feng Zhu. "Repositioning and Cost-Cutting: The Impact of Competition on Platform Strategies." Strategy Science 2, no. 2 (June 2017): 83–99.
- 2017
- Chapter
Corporate Moral Agency, Positive Duties, and Purpose
By: Nien-hê Hsieh
A long-standing question in business ethics is whether business enterprises are themselves moral agents with distinct moral responsibilities. To date, the debate about corporate moral agency has focused on responsibility for past wrongdoing that involves violating...
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Hsieh, Nien-hê. "Corporate Moral Agency, Positive Duties, and Purpose." In The Moral Responsibility of Firms, edited by Eric Orts and N. Craig Smith. Oxford University Press, 2017.
- May 2017
- Other Article
Stepwise Distributed Open Innovation Contests for Software Development: Acceleration of Genome-Wide Association Analysis
By: Andrew Hill, Po-Ru Loh, Ragu B. Bharadwaj, Pascal Pons, Jingbo Shang, Eva C. Guinan, Karim R. Lakhani, Iain Kilty and Scott Jelinsky
BACKGROUND:
The association of differing genotypes with disease-related phenotypic traits offers great potential to both help identify new therapeutic targets and support stratification of patients who would gain the greatest benefit from specific drug classes....
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Keywords:
Crowdsourcing;
Genome-wide Association Study;
Logistic Regression;
Open Innovation;
PLINK;
Collaborative Innovation and Invention
Hill, Andrew, Po-Ru Loh, Ragu B. Bharadwaj, Pascal Pons, Jingbo Shang, Eva C. Guinan, Karim R. Lakhani, Iain Kilty, and Scott Jelinsky. "Stepwise Distributed Open Innovation Contests for Software Development: Acceleration of Genome-Wide Association Analysis." GigaScience 6, no. 5 (May 2017).
- April 14, 2017
- Article
Companies Like United Need to Cultivate Good Judgment, and Free Their Employees to Use It
By: John A. Deighton
United Airlines has pledged to improve its training programs and empower its employees to put customers first in the wake of a video showing a passenger being dragged from a plane. Of all the U.S. air carriers, United should have known the power of social media and...
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Keywords:
Crisis Management;
Customer Focus and Relationships;
Employees;
Training;
Air Transportation Industry
Deighton, John A. "Companies Like United Need to Cultivate Good Judgment, and Free Their Employees to Use It." Harvard Business Review (website) (April 14, 2017).
- April 2017
- Case
The Future of Patent Examination at the USPTO
By: Prithwiraj Choudhury, Tarun Khanna and Sarah Mehta
The U.S. Patent and Trademark Office (USPTO) is the federal government agency responsible for evaluating and granting patents and trademarks. In 2015, the USPTO employed approximately 8,000 patent examiners who granted nearly 300,000 patents to inventors. As of April...
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Keywords:
Machine Learning;
Telework;
Collaborating With Unions;
Human Resources;
Recruitment;
Retention;
Intellectual Property;
Copyright;
Patents;
Trademarks;
Knowledge Sharing;
Technology Adoption;
Organizational Change and Adaptation;
Performance Productivity;
Performance Improvement;
District of Columbia
Choudhury, Prithwiraj, Tarun Khanna, and Sarah Mehta. "The Future of Patent Examination at the USPTO." Harvard Business School Case 617-027, April 2017.
- April 2017
- Case
Yushan Bicycles: Learning to Ride Abroad
By: Christopher A. Bartlett and Paul S. Myers
Yushan Bicycles, one of Taiwan's leading bicycle manufacturers, is pursuing an international expansion strategy by increasing demand for its range of traditional and electric bicycles and shifting its product mix toward higher-margin models sold through specialty...
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Keywords:
Globalized Firms and Management;
Growth and Development Strategy;
Competitive Strategy;
Conflict Management;
Learning;
Bicycle Industry;
Taiwan;
Australia
Bartlett, Christopher A., and Paul S. Myers. "Yushan Bicycles: Learning to Ride Abroad." Harvard Business School Brief Case 917-539, April 2017.
- 2017
- Book
Global Marketing Management: A Casebook
By: John A. Quelch
During the last quarter century, international business was shaken by a revolution in global competition unlike any previously experienced. As companies move through the twenty-first century, they need to be aware of the range of powerful, dynamic, and often... View Details
Quelch, John A. Global Marketing Management: A Casebook. 6th ed. Redding, CA: BVT Publishing, 2017.
- March 2017
- Exercise
Designing Transformational Customer Experiences
By: Stefan Thomke
Anyone who has recently travelled, gone shopping, or tried to have a problem solved may have little recollection of the experience. Worse yet, some are frustrated by the lack of responsiveness or empathy that they encountered. The reality is that most customer...
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Keywords:
Customer Experience;
Exercise;
Learning By Doing;
LEGO;
Storytelling;
Customer Satisfaction;
Design;
Innovation and Management;
Transformation;
Service Delivery
Thomke, Stefan. "Designing Transformational Customer Experiences." Harvard Business School Exercise 617-051, March 2017.
- March 27, 2017
- Article
How the Water Industry Learned to Embrace Data
By: Frank V. Cespedes and Amir Peleg
Most current talk about “big data” seems to assume the disintermediation or replacement of physical assets by digital technologies. But a bigger and more impactful trend is the use of online tools to improve physical asset utilization in many traditional off-line...
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Keywords:
Information Technology;
Analytics and Data Science;
Organizational Change and Adaptation;
Utilities Industry
Cespedes, Frank V., and Amir Peleg. "How the Water Industry Learned to Embrace Data." Harvard Business Review (website) (March 27, 2017).
- 2017
- Working Paper
Learning by Doing: The Value of Experience and the Origins of Skill for Mutual Fund Managers
By: Elisabeth Kempf, Alberto Manconi and Oliver Spalt
Learning by doing matters for professional investors. We develop a new methodology to show that mutual fund managers outperform in industries where they have obtained experience on the job. The key to our identification strategy is that we look "inside" funds and...
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Kempf, Elisabeth, Alberto Manconi, and Oliver Spalt. "Learning by Doing: The Value of Experience and the Origins of Skill for Mutual Fund Managers." SSRN Working Paper Series, No. 2124896, May 2017.
- March 2017 (Revised December 2018)
- Case
Reawakening the Magic: Bob Iger and the Walt Disney Company
By: David Collis and Ashley Hartman
Mickey Mouse, Snow White, and Buzz Lightyear strolled down Main Street at the grand opening of Hong Kong Disney in the fall of 2005, pausing to snap selfies with enthusiastic children in Mickey Mouse ears. Bob Iger, newly appointed CEO of The Walt Disney Company,...
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Keywords:
Franchise Management;
Brand Management;
Culture Change;
Business Units;
Acquisition Strategy;
Technological Change;
Disney;
ESPN;
Cord-cutting;
Bob Iger;
Strategy;
Corporate Strategy;
Competitive Advantage;
Diversification;
Integration;
Media;
Media and Broadcasting Industry;
Entertainment and Recreation Industry;
Consumer Products Industry
Collis, David, and Ashley Hartman. "Reawakening the Magic: Bob Iger and the Walt Disney Company." Harvard Business School Case 717-483, March 2017. (Revised December 2018.)
- March–April 2017
- Article
What's the Value of a Like?: Social Media Endorsements Don't Work the Way You Might Think
By: Leslie John, Daniel Mochon, Oliver Emrich and Janet Schwartz
Brands spend billions of dollars a year on lavish efforts to establish and maintain a social media presence. But do those campaigns actually increase revenue? New research provides an answer to this question, which has vexed marketers ever since social media burst upon...
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Keywords:
Social and Collaborative Networks;
Consumer Behavior;
Marketing Strategy;
Digital Marketing;
Social Media
John, Leslie, Daniel Mochon, Oliver Emrich, and Janet Schwartz. "What's the Value of a Like? Social Media Endorsements Don't Work the Way You Might Think." Harvard Business Review 95, no. 2 (March–April 2017): 108–115.
- February 2017
- Case
Yemeksepeti: Growing and Expanding the Business Model through Data
By: William R. Kerr, Gamze Yucaoglu and Eren Kuzucu
In October 2016, Nevzat Aydin, co-founder and CEO of Yemeksepeti, the Turkish online food-ordering company, was looking over the company's quarterly results and projections for the upcoming year with his management team. It had been almost a year and a half since Aydin...
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Keywords:
Entrepreneurial Management;
Entrepreneurial Ventures;
Turkey;
Big Data;
Customer Focused Organization;
Service Management;
Continuous Improvement;
Data Analysis;
Internet;
Growth Strategy;
Technological Change;
Information Systems;
Entrepreneurship;
Corporate Strategy;
Analytics and Data Science;
Analysis;
Customer Focus and Relationships;
Emerging Markets;
Service Operations;
Competitive Advantage;
Performance Improvement;
Internet and the Web;
Growth and Development Strategy;
Information Technology;
Value Creation;
Food and Beverage Industry;
Turkey
Kerr, William R., Gamze Yucaoglu, and Eren Kuzucu. "Yemeksepeti: Growing and Expanding the Business Model through Data." Harvard Business School Case 817-095, February 2017.
- Article
Does 'Liking' Lead to Loving? The Impact of Joining a Brand's Social Network on Marketing Outcomes
Does “liking” a brand on Facebook cause a person to view it more favorably? Or is “liking” simply a symptom of being fond of a brand? We disentangle these possibilities and find evidence for the latter: brand attitudes and purchasing are predicted by consumers’...
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Keywords:
Brands;
Marketing Effectiveness;
Brand Evaluation;
Peer Influence;
Brands and Branding;
Social and Collaborative Networks;
Social Media
John, Leslie K., Oliver Emrich, Sunil Gupta, and Michael I. Norton. "Does 'Liking' Lead to Loving? The Impact of Joining a Brand's Social Network on Marketing Outcomes." Journal of Marketing Research (JMR) 54, no. 1 (February 2017): 144–155.
- January 2017 (Revised March 2017)
- Case
IBM Transforming, 2012–2016: Ginni Rometty Steers Watson
By: Rosabeth Moss Kanter and Jonathan Cohen
To transform IBM for the next technology wave, Ginni Rometty, who became CEO in 2012, led divestment of declining businesses, made acquisitions in digital innovation and cloud computing, formed partnerships with former competitors such as Apple and tech startups, and...
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Keywords:
Digital;
Technological Change;
Artificial Intelligence;
Data;
IBM;
Watson;
Internet Of Things;
Innovation and Invention;
Management;
Sales;
Information Technology;
Technological Innovation;
Transformation;
AI and Machine Learning
Kanter, Rosabeth Moss, and Jonathan Cohen. "IBM Transforming, 2012–2016: Ginni Rometty Steers Watson." Harvard Business School Case 317-046, January 2017. (Revised March 2017.)