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      SimulationsRemove Simulations →

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      • March 2015
      • Case

      BOLT: Seed Venture Capital Firm

      By: William A. Sahlman and Robert F. White
      BOLT is a different kind of seed venture capital firm built to serve the needs of early-stage startups at the intersection of hardware and software.

      In the past decade, the cost of entrepreneurial experimentation has dropped dramatically, particularly in web... View Details
      Keywords: Entrepreneurial Finance; Accelerator; Entrepreneurship; Finance; Venture Capital; Applications and Software; Information Infrastructure; Strategy
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      Sahlman, William A., and Robert F. White. "BOLT: Seed Venture Capital Firm." Harvard Business School Multimedia/Video Case 815-702, March 2015.
      • June 2014
      • Simulation

      Balanced Scorecard Simulation

      By: V.G. Narayanan
      In this multi-player simulation, students experience the benefits and challenges of using a scorecard to implement strategic initiatives and monitor firm performance. Small teams of students work together to choose a strategy for their company, create a strategy map,... View Details
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      "Balanced Scorecard Simulation." Harvard Business School Simulation 114-701, June 2014.
      • April 2014
      • Tutorial

      Conjoint Analysis: Online Tutorial

      By: Elie Ofek and Olivier Toubia
      The Conjoint Analysis: Online Tutorial is an interactive pedagogical vehicle intended to facilitate understanding of one of the most popular market research methods in academia and practice, namely conjoint analysis. The aim is to provide students or executives going... View Details
      Keywords: Market Research; Conjoint Analysis; Market Segmentation; Pricing; Marketing Strategy
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      Ofek, Elie, and Olivier Toubia. Conjoint Analysis: Online Tutorial. Harvard Business School Tutorial 514-712, April 2014.
      • January 2014
      • Teaching Note

      Simulation on Bougainville Copper Ltd. (Condensed)

      By: Juan Alcacer
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      Alcacer, Juan. "Simulation on Bougainville Copper Ltd. (Condensed)." Harvard Business School Teaching Note 714-472, January 2014.
      • 2013
      • Working Paper

      Management: Theory and Practice, and Cases

      By: Richard L. Nolan

      This working paper reports on a major Harvard Business School project designed to enhance MBA and practicing executives in case learning. The work is built on the foundation of HBS field cases employing the monomyth "hero's journey" classic story structure along... View Details

      Keywords: Innovation; CIO; CEO; Hero's Journey; Monomyth; Management; Practice; Cases; Theory; Innovation and Invention
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      Nolan, Richard L. "Management: Theory and Practice, and Cases." Harvard Business School Working Paper, No. 14-026, September 2013.
      • September 2013 (Revised August 2024)
      • Exercise

      Process Analytics Simulation: Solutions

      By: Robert S. Huckman, Aizan Radzi, Willy Shih, Roy D. Shapiro and Michael W. Toffel
      A set of exercises and instructions to be used with the Process Simulator software made by Pro Model. These exercises allow students to investigate the impact of variable processing times on the performance of simple in-line processes. Includes color exhibits. View Details
      Keywords: Operations; Business Processes; Performance; Measurement and Metrics
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      Huckman, Robert S., Aizan Radzi, Willy Shih, Roy D. Shapiro, and Michael W. Toffel. "Process Analytics Simulation: Solutions." Harvard Business School Exercise 614-029, September 2013. (Revised August 2024.)
      • July 2013
      • Teaching Note

      Competition Simulator Exercise

      By: Eric Van den Steen
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      Van den Steen, Eric. "Competition Simulator Exercise." Harvard Business School Teaching Note 714-407.
      • July 2013
      • Technical Note

      Competition Simulator Exercise: Questions

      By: Eric Van den Steen
      In the Competition Simulator Exercise, students explore through trial and error some important economic foundations of competitive strategy and managerial economics. In particular, the simulator lets students explore horizontal differentiation with and without price... View Details
      Keywords: Economics Of Strategy; Economics Of Competition; Competition; Economics; Game Theory; Competitive Strategy; Marketing Strategy
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      Van den Steen, Eric. "Competition Simulator Exercise: Questions." Harvard Business School Technical Note 714-406, July 2013.
      • June 2013 (Revised November 2022)
      • Exercise

      Competition Simulator Exercise

      By: Eric J. Van den Steen
      In the Competition Simulator Exercise, students explore through trial and error some important economic foundations of competitive strategy and managerial economics. In particular, the nine simulator exercises let students explore horizontal differentiation with and... View Details
      Keywords: Competition; Economics; Game Theory; Competitive Strategy; Learning; Mathematical Methods; Analysis
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      Van den Steen, Eric J. "Competition Simulator Exercise." Harvard Business School Exercise 713-804, June 2013. (Revised November 2022.)
      • 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.)
      • June 2012 (Revised July 2013)
      • Exercise

      Competition Simulator Exercise: Instructions

      By: Eric Van den Steen
      In the Competition Simulator Exercise, students explore through trial and error some important economic foundations of competitive strategy and managerial economics. In particular, the nine simulator exercises let students explore horizontal differentiation with and... View Details
      Keywords: Competitive Strategy; Economics; Strategy; Game Theory
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      Van den Steen, Eric. "Competition Simulator Exercise: Instructions." Harvard Business School Exercise 712-498, June 2012. (Revised July 2013.)
      • 2012
      • Working Paper

      ~Why Do We Redistribute so Much but Tag so Little? Normative Diversity, Equal Sacrifice and Optimal Taxation

      By: Matthew Weinzierl
      Tagging is a free lunch in conventional optimal tax theory because it eases the classic tradeoff between efficiency and equality. But tagging is used in only limited ways in tax policy. I propose one explanation: conventional optimal tax theory has yet to capture the... View Details
      Keywords: Forecasting and Prediction; Cost; Framework; Policy; Taxation; Analytics and Data Science; Performance Efficiency; United States
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      Weinzierl, Matthew. "~Why Do We Redistribute so Much but Tag so Little? Normative Diversity, Equal Sacrifice and Optimal Taxation." Harvard Business School Working Paper, No. 12-064, January 2012. (Revised August 2012. NBER Working Paper Series, No. 18045, August 2012)
      • 2014
      • Working Paper

      De Gustibus non est Taxandum: Heterogeneity in Preferences and Optimal Redistribution

      By: Benjamin B Lockwood and Matthew Weinzierl
      The prominent but unproven intuition that preference heterogeneity reduces redistribution in a standard optimal tax model is shown to hold under the plausible condition that the distribution of preferences for consumption relative to leisure rises, in terms of... View Details
      Keywords: Spending; Policy; Taxation; Theory; United States
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      Lockwood, Benjamin B., and Matthew Weinzierl. "De Gustibus non est Taxandum: Heterogeneity in Preferences and Optimal Redistribution." Harvard Business School Working Paper, No. 12-063, January 2012. (Updated September 2014. NBER Working Paper Series, No. 17784. Published in Journal of Public Economics.)
      • 2012
      • Article

      The Excess Burden of Government Indecision

      By: Francisco J. Gomes, Laurence J. Kotlikoff and Luis M. Viceira
      Governments are known for procrastinating when it comes to resolving painful policy problems. Whatever the political motives for waiting to decide, procrastination distorts economic decisions relative to what would arise with early policy resolution. In so doing, it... View Details
      Keywords: Saving; Risk and Uncertainty; Investment Portfolio; Decision Choices and Conditions; Retirement; Policy; Government and Politics
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      Gomes, Francisco J., Laurence J. Kotlikoff, and Luis M. Viceira. "The Excess Burden of Government Indecision." Tax Policy and the Economy 26 (2012): 125–163.
      • September 2011
      • Article

      The Labor Illusion: How Operational Transparency Increases Perceived Value

      By: Ryan W. Buell and Michael I. Norton
      A ubiquitous feature of even the fastest self-service technology transactions is the wait. Conventional wisdom and operations theory suggests that the longer people wait, the less satisfied they become; we demonstrate that due to what we term the labor illusion, when... View Details
      Keywords: Internet and the Web; Perception; Valuation; Service Delivery; Consumer Behavior; Performance Effectiveness; Customer Satisfaction; Service Industry
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      Buell, Ryan W., and Michael I. Norton. "The Labor Illusion: How Operational Transparency Increases Perceived Value." Management Science 57, no. 9 (September 2011): 1564–1579.
      • May 2011
      • Article

      Nonsimultaneous Chains and Dominos in Kidney Paired Donation—Revisited

      By: Itai Ashlagi, Duncan S. Gilchrist, Alvin E. Roth and Michael A. Rees
      Since 2008 kidney exchange in America has grown in part from the incorporation of non-directed donors in transplant chains rather than simple exchanges. It is controversial whether these chains should be performed simultaneously ("domino paired donation," DPD) or... View Details
      Keywords: ABO Incompatibility; Allosensitization; Paired Kidney Exchange; Regional Sharing; Simulation Models; Transplantation Policy; Health Care and Treatment; Supply Chain; Risk and Uncertainty; Logistics; United States
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      Ashlagi, Itai, Duncan S. Gilchrist, Alvin E. Roth, and Michael A. Rees. "Nonsimultaneous Chains and Dominos in Kidney Paired Donation—Revisited." American Journal of Transplantation 11, no. 5 (May 2011): 984–994.
      • 2011
      • Article

      Scalable Detection of Anomalous Patterns With Connectivity Constraints

      By: Skyler Speakman, Edward McFowland III and Daniel B. Neill
      We present GraphScan, a novel method for detecting arbitrarily shaped connected clusters in graph or network data. Given a graph structure, data observed at each node, and a score function defining the anomalousness of a set of nodes, GraphScan can efficiently and... View Details
      Keywords: Biosurveillance; Event Detection; Graph Mining; Scan Statistics; Spatial Scan Statistic
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      Speakman, Skyler, Edward McFowland III, and Daniel B. Neill. "Scalable Detection of Anomalous Patterns With Connectivity Constraints." Emerging Health Threats Journal 4 (2011): 11121.
      • 2010
      • Simulation

      Change Management Simulation: Power and Influence

      By: Linda A. Hill and William Q. Judge
      In this single-player simulation, students play one of two roles at a sunglass manufacturing firm and face the challenges associated with implementing an organization-wide environmental sustainability initiative. The initiative seeks to change raw material inputs in... View Details
      Keywords: Change Management; Power and Influence; Problems and Challenges; Environmental Sustainability; Production; Wastes and Waste Processing; Adoption
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      Hill, Linda A., and William Q. Judge. "Change Management Simulation: Power and Influence." Simulation and Teaching Note. Boston, MA: Harvard Business Publishing, 2010. Electronic.
      • 2010
      • Simulation

      Marketing Simulation: Managing Segments and Customers

      By: Das Narayandas
      In this single-player simulation, students assume the position of CEO of a medical motor manufacturer and are tasked with executing a successful business-to-business marketing strategy over a period of twelve fiscal quarters. Students determine all aspects of the... View Details
      Keywords: Marketing Strategy; Salesforce Management; Distribution Channels; Price; Product Positioning; Customer Relationship Management; Profit; Revenue; Cost vs Benefits; Policy; Manufacturing Industry
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      Narayandas, Das. "Marketing Simulation: Managing Segments and Customers." Simulation and Teaching Note. Harvard Business Publishing, 2010. Electronic.
      • February 2010
      • Supplement

      Real Property Negotiation Game (CW): Excel Model

      By: Arthur I. Segel, John Vogel and Justin Seth Ginsburgh
      This Excel model is used to analyze the deals made in The Real Property Negotiation Game, which simulates the experience negotiating the sale, purchase, or financing of a property. View Details
      Keywords: Property; Negotiation Deal; Sales; Financing and Loans; Mathematical Methods; Real Estate Industry
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      Segel, Arthur I., John Vogel, and Justin Seth Ginsburgh. "Real Property Negotiation Game (CW): Excel Model." Harvard Business School Spreadsheet Supplement 210-703, February 2010.
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