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- Faculty Publications (500)
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All HBS Web
(2,854)
- Faculty Publications (500)
- Article
Algorithms Need Managers, Too
By: Michael Luca, Jon Kleinberg and Sendhil Mullainathan
Algorithms are powerful predictive tools, but they can run amok when not applied properly. Consider what often happens with social media sites. Today many use algorithms to decide which ads and links to show users. But when these algorithms focus too narrowly on...
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Keywords:
Machine Learning;
Algorithms;
Predictive Analytics;
Management;
Big Data;
Analytics and Data Science
Luca, Michael, Jon Kleinberg, and Sendhil Mullainathan. "Algorithms Need Managers, Too." Harvard Business Review 94, nos. 1/2 (January–February 2016): 96–101.
- Winter 2016
- Article
Analytics for an Online Retailer: Demand Forecasting and Price Optimization
By: Kris J. Ferreira, Bin Hong Alex Lee and David Simchi-Levi
We present our work with an online retailer, Rue La La, as an example of how a retailer can use its wealth of data to optimize pricing decisions on a daily basis. Rue La La is in the online fashion sample sales industry, where they offer extremely limited-time...
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Ferreira, Kris J., Bin Hong Alex Lee, and David Simchi-Levi. "Analytics for an Online Retailer: Demand Forecasting and Price Optimization." Manufacturing & Service Operations Management 18, no. 1 (Winter 2016): 69–88.
- 2016
- Article
Does volunteering improve well-being?
By: A.V. Whillans, Scott C. Seider, Lihan Chen, Ryan J. Dwyer, Sarah Novick, Kathryn J. Gramigna, Brittany A. Mitchell, Victoria Savalei, Sally S. Dickerson and Elizabeth W. Dunn
Does volunteering causally improve well-being? To empirically test this question, we examined one instantiation of volunteering that is common at post-secondary institutions across North America: community service learning (CSL). CSL is a form of experiential learning...
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Whillans, A.V., Scott C. Seider, Lihan Chen, Ryan J. Dwyer, Sarah Novick, Kathryn J. Gramigna, Brittany A. Mitchell, Victoria Savalei, Sally S. Dickerson, and Elizabeth W. Dunn. "Does volunteering improve well-being?" Comprehensive Results in Social Psychology 1, nos. 1-3 (2016): 35–50.
- November 2015 (Revised May 2016)
- Case
Aspiring Minds
By: Karim R. Lakhani, Marco Iansiti and Christine Snively
By 2015, India-based employment assessment and certification provider Aspiring Minds had helped facilitate over 300,000 job matches through its assessment tools. Aspiring Minds' flagship product, the Aspiring Minds Computer Adaptive Test (AMCAT), used machine learning...
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Keywords:
Information Technology;
Strategy;
Higher Education;
Technological Innovation;
Employment;
Technology Industry;
India;
China
Lakhani, Karim R., Marco Iansiti, and Christine Snively. "Aspiring Minds." Harvard Business School Case 616-013, November 2015. (Revised May 2016.)
- 2015
- Case
Advanced Leadership Pathways: Issa Baluch and the African Agribusiness Knowledge and Innovation Leadership Initiative (AKILI)
By: Rosabeth M. Kanter and Renee Vuillaume
A veteran of the freight forwarding industry, Issa Baluch wanted to transform the education space in Africa by introducing hands-on practical teaching in agriculture and agribusiness. In the summer of 2015 his vision of a practical learning institute for African...
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Keywords:
Agriculture;
Institutions For Collaboration;
Innovation;
Innovation And Strategy;
Farming;
International Development;
Stakeholder Engagement;
Youth;
Environmental And Social Sustainability;
Environment;
Social Impact Investment;
Agribusiness;
Education;
Training;
Leadership;
Knowledge;
Environmental Sustainability;
Innovation Strategy;
Knowledge Management;
Finance;
Africa
Kanter, Rosabeth M., and Renee Vuillaume. "Advanced Leadership Pathways: Issa Baluch and the African Agribusiness Knowledge and Innovation Leadership Initiative (AKILI)." Harvard Business Publishing Case 316-056, 2015. (Harvard Advanced Leadership Initiative.)
- November 2015
- Article
Influence of Experience and the Surgical Learning Curve on Long-term Patient Outcomes in Cardiac Surgery
By: Bryan M. Burt, Andrew W. ElBardissi, Robert S. Huckman, Lawrence H. Cohn, Marisa W. Cevasco, James D. Rawn, Sary F. Aranki and John G. Byrne
OBJECTIVE: We hypothesized that increased post-graduate surgical experience correlates with improved operative efficiency and long-term survival in standard cardiac surgery procedures.
METHODS: Utilizing a prospectively collected retrospective database,... View Details
METHODS: Utilizing a prospectively collected retrospective database,... View Details
Keywords:
Service Delivery;
Value;
Health Care and Treatment;
Experience and Expertise;
Health Industry
Burt, Bryan M., Andrew W. ElBardissi, Robert S. Huckman, Lawrence H. Cohn, Marisa W. Cevasco, James D. Rawn, Sary F. Aranki, and John G. Byrne. "Influence of Experience and the Surgical Learning Curve on Long-term Patient Outcomes in Cardiac Surgery." Journal of Thoracic and Cardiovascular Surgery 150, no. 5 (November 2015): 1061–1067.
- October 2015 (Revised October 2016)
- Case
Building Watson: Not So Elementary, My Dear! (Abridged)
By: Willy C. Shih
This case is set inside IBM Research's efforts to build a computer that can successfully take on human challengers playing the game show Jeopardy! It opens with the machine named Watson offering the incorrect answer "Toronto" to a seemingly simple question during the...
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Keywords:
Analytics;
Big Data;
Business Analytics;
Product Development Strategy;
Machine Learning;
Machine Intelligence;
Artificial Intelligence;
Product Development;
AI and Machine Learning;
Information Technology;
Analytics and Data Science;
Information Technology Industry;
United States
Shih, Willy C. "Building Watson: Not So Elementary, My Dear! (Abridged)." Harvard Business School Case 616-025, October 2015. (Revised October 2016.)
- 2017
- Working Paper
Discretionary Task Ordering: Queue Management in Radiological Services
By: Maria Ibanez, Jonathan R. Clark, Robert S. Huckman and Bradley R. Staats
Work scheduling research typically prescribes task sequences implemented by managers. Yet employees often have discretion to deviate from their prescribed sequence. Using data from 2.4 million radiological diagnoses, we find that doctors prioritize similar tasks...
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Keywords:
Discretion;
Scheduling;
Queue;
Healthcare;
Learning;
Experience;
Decentralization;
Delegation;
Behavioral Operations;
Operations;
Service Operations;
Service Delivery;
Performance;
Performance Effectiveness;
Performance Efficiency;
Performance Improvement;
Performance Productivity;
Decisions;
Time Management;
Cost vs Benefits;
Health Industry
Ibanez, Maria, Jonathan R. Clark, Robert S. Huckman, and Bradley R. Staats. "Discretionary Task Ordering: Queue Management in Radiological Services." Harvard Business School Working Paper, No. 16-051, October 2015. (Revised March 2017.)
- October 2015 (Revised August 2019)
- Background Note
Higher Education in China: Internationalization in Turbulent Times
By: William C. Kirby, Joycelyn W. Eby and Yuanzhuo Wang
The rapid growth in quantity and quality of universities in China since 1978 is the most recent evolution in a long history of higher education. From as early as the Tang Dynasty, academies existed to prepare scholars for the civil service examination, but by the...
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Keywords:
Non-profit Management;
University Administration;
University Faculty;
University Curriculum;
Education Reform;
Nonprofit Organizations;
Management;
Higher Education;
History;
Governance;
Education Industry;
China
Kirby, William C., Joycelyn W. Eby, and Yuanzhuo Wang. "Higher Education in China: Internationalization in Turbulent Times." Harvard Business School Background Note 316-066, October 2015. (Revised August 2019.)
- 2015
- Article
Approach, Ability, Aftermath: A Psychological Framework of Unethical Behavior at Work
By: C. Moore and F. Gino
Many of the scandalous organizational practices that have come to light in the last decade—rigging LIBOR, misselling payment protection insurance, rampant Wall Street insider trading, large-scale bribery of foreign officials, and the packaging and sale of toxic...
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Moore, C., and F. Gino. "Approach, Ability, Aftermath: A Psychological Framework of Unethical Behavior at Work." Academy of Management Annals 9 (2015): 235–289.
- 2015
- Published Proceedings
Academic Engagement in Public and Political Discourse: Proceedings of the Michigan Meeting, May 2015
By: Andrew J. Hoffman, Kirsti Ashworth, Chase Dwelle, Peter Goldberg, Andrew Henderson, Louis Merlin, Yulia Muzyrya, Norma-Jean Simon, Veronica Taylor, Corinne Weisheit and Sarah Wilson
What is the role of the academic scholar within the discussions of the global challenges that are relevant to society, such as sustainability, health care, gun control, fiscal policy, and international affairs? How do scholars engage in a world in which knowledge is...
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Hoffman, Andrew J., Kirsti Ashworth, Chase Dwelle, Peter Goldberg, Andrew Henderson, Louis Merlin, Yulia Muzyrya, Norma-Jean Simon, Veronica Taylor, Corinne Weisheit, and Sarah Wilson, eds. Academic Engagement in Public and Political Discourse: Proceedings of the Michigan Meeting, May 2015. Michigan Publishing Services, 2015. Electronic.
- May–June 2015
- Article
Back to the Future: Implications for the Field of HRM of the Multi-stakeholder Perspective Proposed 30 Years Ago
By: Michael Beer, Paul Boselie and Chris Brewster
Thirty years on from the seminal work Managing Human Assets (MHA) by Beer et al., we examine how the subject has developed. We offer a normative review, based on that model, and we critique the assumption that the business of HRM is solely to improve returns to owners...
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Beer, Michael, Paul Boselie, and Chris Brewster. "Back to the Future: Implications for the Field of HRM of the Multi-stakeholder Perspective Proposed 30 Years Ago." Human Resource Management 54, no. 3 (May–June 2015): 427–438.
- April 2015
- Teaching Plan
Codecademy: Monetizing a Movement?
By: Jeffrey J. Bussgang and Lisa Mazzanti
This is a Teaching Plan for the case on Codecademy, an open-platform, online community for learning computer programming, launched in 2011. By 2014, the company had raised a total of $12.5 million in funding and was, on many fronts, an overwhelming success. However,...
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- March 2015
- Case
Pearson Affordable Learning Fund
By: Michael Chu, Vincent Dessain and Kristina Maslauskaite
An in-house venture capital fund for affordable private schools at the base of the pyramid established by Pearson, the world's largest education company, PALF sought to invest in business models providing superior educational outcomes in emerging markets on a...
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Keywords:
Impact Investment;
Low Cost Private Schools;
Investment Fund;
Business At The Base Of The Pyramid;
Transition;
Investment;
Development Economics;
Business Growth and Maturation;
Social Entrepreneurship;
Emerging Markets;
Private Sector;
Education;
Education Industry;
Asia;
Africa
Chu, Michael, Vincent Dessain, and Kristina Maslauskaite. "Pearson Affordable Learning Fund." Harvard Business School Case 315-109, March 2015.
- February 2015 (Revised June 2016)
- Case
AltSchool: School Reimagined
By: John J-H Kim, Kyla Wilkes and Christine S. An
Max Ventilla and his team launches in 2013 AltSchool, a new network of tech-savvy independent K-8 "micro-schools." AltSchool is born out of Ventilla's frustration with the education options available for his young daughter. During his search, Ventilla comes to the...
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Keywords:
Education Technology;
School Models;
Product Development;
Entrepreneurship;
Talent Development And Retention;
Social Impact Investment;
Information Technology;
Business Model;
Education;
Business Startups;
Customization and Personalization;
Growth and Development Strategy;
Education Industry;
United States
Kim, John J-H, Kyla Wilkes, and Christine S. An. "AltSchool: School Reimagined." Harvard Business School Case 315-054, February 2015. (Revised June 2016.)
- February 2015 (Revised September 2016)
- Teaching Note
Making stickK Stick: The Business of Behavioral Economics
By: Leslie K. John and Michael Norton
Email mking@hbs.edu for a courtesy copy.
This Teaching Note explains the theory of the case and teaching plan for the case: Making sticK Stick: The Business of Behavioral Economics (514019). The case focuses on a... View Details
This Teaching Note explains the theory of the case and teaching plan for the case: Making sticK Stick: The Business of Behavioral Economics (514019). The case focuses on a... View Details
Keywords:
Behavioral Economics;
Behavior Change;
B2B Vs. B2C;
Human Resource Management;
Marketing Of Innovations;
Health & Wellness;
Weight Loss;
Charitable Giving;
Marketing;
Consumer Behavior;
Entrepreneurship;
Internet and the Web;
Health;
Business Model;
Sales;
Human Resources;
Health Industry;
United States
John, Leslie K., and Michael Norton. "Making stickK Stick: The Business of Behavioral Economics." Harvard Business School Teaching Note 515-088, February 2015. (Revised September 2016.) (Email mking@hbs.edu for a courtesy copy.)
- February 2015
- Article
Location Choices under Strategic Interactions
By: Juan Alcacer, Cristian Dezso and Minyuan Zhao
The literature on location choices has mostly emphasized the impact of location and firm characteristics. However, most industries with a significant presence of multi-location firms are oligopolistic in nature, which suggests that strategic interaction among firms...
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Keywords:
Location Strategies;
Multinational Strategy;
Oligopolistic Competition;
Firm Heterogeneity;
Geographic Location;
Multinational Firms and Management;
Balance and Stability;
Decision Choices and Conditions;
Game Theory
Alcacer, Juan, Cristian Dezso, and Minyuan Zhao. "Location Choices under Strategic Interactions." Strategic Management Journal 36, no. 2 (February 2015): 197–215.
- January 2015 (Revised April 2015)
- Case
Zeal: Launching Personalized and Social Learning
By: John J-H Kim and Christine S. An
Set in 2014, this case follows John Danner and his team at Zeal as they consider their product development strategy. In February 2013, serial entrepreneurs John Danner and Sanjay Noronha co-found Zeal, an education technology start up providing a web-based, mobile...
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Keywords:
Entrepreneurship;
Education Technology;
MVP;
Product Development;
Product Market Fit;
Monetization Strategy;
SaaS Business Models;
Education;
Personalized Learning
Kim, John J-H, and Christine S. An. "Zeal: Launching Personalized and Social Learning." Harvard Business School Case 315-052, January 2015. (Revised April 2015.)
- 2015
- Article
A Machine Learning Framework to Identify Students at Risk of Adverse Academic Outcomes
By: Himabindu Lakkaraju, Everaldo Aguiar, Carl Shan, David Miller, Nasir Bhanpuri, Rayid Ghani and Kecia Addison
Lakkaraju, Himabindu, Everaldo Aguiar, Carl Shan, David Miller, Nasir Bhanpuri, Rayid Ghani, and Kecia Addison. "A Machine Learning Framework to Identify Students at Risk of Adverse Academic Outcomes." Proceedings of the ACM SIGKDD Conference on Knowledge Discovery and Data Mining 21st (2015).
- Article
Who, When, and Why: A Machine Learning Approach to Prioritizing Students at Risk of Not Graduating High School on Time
By: Everaldo Aguiar, Himabindu Lakkaraju, Nasir Bhanpuri, David Miller, Ben Yuhas, Kecia Addison and Rayid Ghani
Aguiar, Everaldo, Himabindu Lakkaraju, Nasir Bhanpuri, David Miller, Ben Yuhas, Kecia Addison, and Rayid Ghani. "Who, When, and Why: A Machine Learning Approach to Prioritizing Students at Risk of Not Graduating High School on Time." Proceedings of the International Learning Analytics and Knowledge Conference 5th (2015).