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  • All HBS Web  (673)
    • People  (2)
    • News  (181)
    • Research  (263)
    • Events  (5)
    • Multimedia  (2)
  • Faculty Publications  (75)
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  • September 2019
  • Article

Optimizing Reserves in School Choice: A Dynamic Programming Approach

By: Franklyn Wang, Ravi Jagadeesan and Scott Duke Kominers
We introduce a new model of school choice with reserves in which a social planner is constrained by a limited supply of reserve seats and tries to find an optimal matching according to a social welfare function. We construct the optimal distribution of reserves via a... View Details
Keywords: Matching; Reserves; Dynamic Programming; Marketplace Matching; Mathematical Methods
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Wang, Franklyn, Ravi Jagadeesan, and Scott Duke Kominers. "Optimizing Reserves in School Choice: A Dynamic Programming Approach." Operations Research Letters 47, no. 5 (September 2019): 438–446.
  • February 1984 (Revised March 1984)
  • Exercise

Dynamic Programming Exercises

By: David E. Bell
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Bell, David E. "Dynamic Programming Exercises." Harvard Business School Exercise 184-132, February 1984. (Revised March 1984.)
  • July 1982 (Revised March 1984)
  • Background Note

Worked Examples in Dynamic Programming

By: David E. Bell
Keywords: Mathematical Methods
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Bell, David E. "Worked Examples in Dynamic Programming." Harvard Business School Background Note 183-028, July 1982. (Revised March 1984.)
  • 2013
  • Dissertation

Designing Freemium: A Model of Consumer Usage, Upgrade, and Referral Dynamics

By: Clarence Lee, Vineet Kumar and Sunil Gupta
Abstract. Over the past decade "freemium" (free + premium) has become the dominant business model among internet start-ups for its ability to acquire and monetize a large install-base with limited marketing resources. Freemium is a hybrid strategy where a firm offers... View Details
Keywords: Discrete-Continuous Choice Dynamic Structural Models; Bayesian Estimation; Word-of-Mouth; Digital Services; Freemium; Entrepreneurship; Business Model; Motivation and Incentives; Marketing Strategy; Internet and the Web; Consumer Behavior; Marketing Reference Programs; Business Startups
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Lee, Clarence, Vineet Kumar, and Sunil Gupta. "Designing Freemium: A Model of Consumer Usage, Upgrade, and Referral Dynamics." Diss., Harvard Business School, 2013. (Job Market Paper.)
  • November 1999 (Revised November 2000)
  • Background Note

Economic Liberalization and Industry Dynamics

Programs of economic liberalization often lead to dramatic changes in industry structure. This note presents excerpts from several research papers that summarize findings on how industries evolve following abrupt policy reforms. The note is organized into seven... View Details
Keywords: Industry Structures
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Kennedy, Robert E. "Economic Liberalization and Industry Dynamics." Harvard Business School Background Note 700-075, November 1999. (Revised November 2000.)
  • 2015
  • Working Paper

A Normative Theory of Dynamic Capabilities: Connecting Strategy, Know-How, and Competition

By: Gary P. Pisano
The field of strategy has mounted an enormous effort to understand, define, predict, and measure how organizational capabilities shape competitive advantage. While the notion that capabilities influence strategy dates back to the work of Andrews (1971), attempts to... View Details
Keywords: Competitive Advantage; Organizations
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Pisano, Gary P. "A Normative Theory of Dynamic Capabilities: Connecting Strategy, Know-How, and Competition." Harvard Business School Working Paper, No. 16-036, September 2015.
  • 2014
  • Article

Drivers and Dynamics of Online Word of Mouth

By: Frank Nagle and Christoph Riedl
Keywords: Online Word Of Mouth; Online Communities; Online Product Reviews; Internet and the Web; Consumer Behavior; Marketing Reference Programs; Digital Marketing
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Nagle, Frank, and Christoph Riedl. "Drivers and Dynamics of Online Word of Mouth." Academy of Management Best Paper Proceedings (2014): 1326–1331.
  • 2016
  • Working Paper

Towards a Prescriptive Theory of Dynamic Capabilities: Connecting Strategic Choice, Learning, and Competition

By: Gary P. Pisano
The field of strategy has mounted an enormous effort to understand, define, predict, and measure how organizational capabilities shape competitive advantage. While the notion that capabilities influence strategy dates back to the work of Andrews (1971), attempts to... View Details
Keywords: Competitive Advantage
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Pisano, Gary P. "Towards a Prescriptive Theory of Dynamic Capabilities: Connecting Strategic Choice, Learning, and Competition." Harvard Business School Working Paper, No. 16-146, June 2016.
  • October 2017
  • Article

Toward a Prescriptive Theory of Dynamic Capabilities: Connecting Strategic Choice, Learning, and Competition

By: Gary P. Pisano
The field of strategy has mounted an enormous effort to understand, define, predict, and measure how organizational capabilities shape competitive advantage. While the notion that capabilities influence strategy dates back to the work of Andrews (1971, The Concept... View Details
Keywords: Business Admnistration; Market Structure; Firm Structure; Market Efficiency; Competency and Skills; Organizational Structure; Strategy
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Pisano, Gary P. "Toward a Prescriptive Theory of Dynamic Capabilities: Connecting Strategic Choice, Learning, and Competition." Industrial and Corporate Change 26, no. 5 (October 2017): 747–762.
  • 2021
  • Working Paper

Kidney Exchange: An Operations Perspective

By: Itai Ashlagi and Alvin E. Roth
Many patients in need of a kidney transplant have a willing but incompatible (or poorly matched) living donor. Kidney exchange programs arrange exchanges among such patient-donor pairs, in cycles and chains of exchange, so each patient receives a compatible kidney.... View Details
Keywords: Kidney Exchange Programs; Health Disorders; Health Care and Treatment; Programs; Design
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Ashlagi, Itai, and Alvin E. Roth. "Kidney Exchange: An Operations Perspective." NBER Working Paper Series, No. 28500, February 2021.
  • March 2019
  • Article

A Structural Analysis of the Role of Superstars in Crowdsourcing Contests

By: Shunyuan Zhang, Param Singh and Anindya Ghose
We investigate the long-term impact of competing against superstars in crowdsourcing contests. Using a unique 50-month longitudinal panel data set on 1677 software design crowdsourcing contests, we illustrate a learning effect where participants are able to improve... View Details
Keywords: Crowdsourcing Contests; Superstar Effect; Bayesian Learning; Utility; Economics Of Information System; Dynamic Structural Model; Dynamic Programming; Markov Chain; Monte Carlo; Learning; Competition; Performance Improvement
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Zhang, Shunyuan, Param Singh, and Anindya Ghose. "A Structural Analysis of the Role of Superstars in Crowdsourcing Contests." Information Systems Research 30, no. 1 (March 2019): 15–33.
  • September 2021
  • Article

Kidney Exchange: An Operations Perspective

By: Itai Ashlagi and Alvin E. Roth
Many patients in need of a kidney transplant have a willing but incompatible (or poorly matched) living donor. Kidney exchange programs arrange exchanges among such patient-donor pairs, in cycles and chains of exchange, so each patient receives a compatible kidney.... View Details
Keywords: Kidney Exchange Programs; Matching; Health Disorders; Health Care and Treatment; Programs; Design
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Ashlagi, Itai, and Alvin E. Roth. "Kidney Exchange: An Operations Perspective." Management Science 67, no. 9 (September 2021): 5455–5478.
  • September 2011
  • Article

Taking Gender into Account: Theory and Design for Women's Leadership Development Programs

By: Robin J. Ely, Herminia Ibarra and Deborah Kolb
We conceptualize leadership development as identity work and show how subtle forms of gender bias in the culture and in organizations interfere with the identity work of women leaders. Based on this insight, we revisit traditional approaches to standard leadership... View Details
Keywords: Programs; Prejudice and Bias; Leadership Development; Identity; Organizational Culture; Gender
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Ely, Robin J., Herminia Ibarra, and Deborah Kolb. "Taking Gender into Account: Theory and Design for Women's Leadership Development Programs." Academy of Management Learning & Education 10, no. 3 (September 2011): 474–493. (Winner, Academy of Management Learning and Education, Decade Award, 2021.)
  • 2019
  • Working Paper

The Future of Executive Development: The CLO's Compass and The Executive Programs Designer's Guide

By: Mihnea Moldoveanu and Das Narayandas
Executive education worldwide has entered a period of disruption catalyzed by the digitalization of content, connectivity, and communication—while the demand for managerial skills is growing. The forces of disintermediation, disaggregation, and decoupling are creating... View Details
Keywords: Digitalization; Executive Education; Disruption; Leadership Development; Management Skills; Curriculum and Courses; Internet and the Web; Design
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Moldoveanu, Mihnea, and Das Narayandas. "The Future of Executive Development: The CLO's Compass and The Executive Programs Designer's Guide." Harvard Business School Working Paper, No. 20-060, November 2019.
  • Research Summary

Simultaneous Distinction, Democratization and Omnivorism Effects: A Longitudinal Analysis of Dynamic Symbolic Boundaries in Counterfeit Consumption Networks

Sociologists have long examined the interactive relationship between social structure, taste and power.  This literature has overwhelmingly fallen into three, ostensibly competing, theoretical “camps”: Distinction, where high-status consumers use... View Details
  • October 2015
  • Case

Beyond the Classroom: OPM Councils

By: Lynda M. Applegate and Jim Sharpe
Three participants from the OPM Executive Ed program struggle to launch small group sessions with a goal of continuing their learning from each other beyond the classroom. View Details
Keywords: Group Dynamics; Team Building; Groups and Teams
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Applegate, Lynda M., and Jim Sharpe. "Beyond the Classroom: OPM Councils." Harvard Business School Case 816-056, October 2015.
  • 21 May 2014
  • Lessons from the Classroom

CORe: HBS Powers Up Online Program on Business Fundamentals

team, Narayanan is developing one of three modules that will comprise a new online learning program for college students and non-business graduate students. "Each year, we admit 900 students to HBS's MBA program," says... View Details
Keywords: by Michael Blanding; Education
  • 2014
  • Article

In Search of the Self at Work: Young Adults' Experiences of a Dual Identity Organization

By: Michel Anteby and Amy Wrzesniewski
Purpose: Multiple forces that shape the identities of adolescents and young adults also influence their subsequent career choices. Early work experiences are key among these forces. Recognizing this, youth service programs have emerged worldwide with the hope of... View Details
Keywords: Organizational Identity; Socialization; Youth; Youth Service Programs; Identity; Mission and Purpose; Age; Personal Development and Career; Service Industry; Europe
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Anteby, Michel, and Amy Wrzesniewski. "In Search of the Self at Work: Young Adults' Experiences of a Dual Identity Organization." Research in the Sociology of Work 25 (2014): 13–50.
  • Article

Analyzing Scrip Systems

By: Kris Johnson, David Simchi-Levi and Peng Sun
Scrip systems provide a nonmonetary trade economy for exchange of resources. We model a scrip system as a stochastic game and study system design issues on selection rules to match potential trade partners over time. We show the optimality of one particular rule in... View Details
Keywords: "Repeated Games"; Stochastic Trust Game; Dynamic Program; P2P Lending; Scrip Systems; Artificial Currency; Non-monetary Trade Economies; Marketplace Matching; Currency; Operations; Game Theory
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Johnson, Kris, David Simchi-Levi, and Peng Sun. "Analyzing Scrip Systems." Operations Research 62, no. 3 (May–June 2014): 524–534.
  • February 2017
  • Article

How Much Is a Win Worth? An Application to Intercollegiate Athletics

By: Doug J. Chung
Intercollegiate athletics in the United States have become a multibillion-dollar industry over the past several decades. In this study, we investigate the short- and long-term direct monetary effects of operating a winning athletics program for an academic institution... View Details
Keywords: Dynamic Panel Data; Heterogeneity; Instrumental Variables; Intercollegiate Athletics; Educational Finance; Entertainment Marketing; Higher Education; Marketing; Sports; Revenue; Education Industry; United States
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Chung, Doug J. "How Much Is a Win Worth? An Application to Intercollegiate Athletics." Management Science 63, no. 2 (February 2017): 548–565.
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