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      • Faculty Publications  (173)

      Strategy MethodRemove Strategy Method →

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      • 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.
      • October 2013
      • Article

      How Much to Make and How Much to Buy? An Analysis of Optimal Plural Sourcing Strategies

      By: Phanish Puranam, Ranjay Gulati and Sourav Bhattacharya
      While many theories of the firm seek to explain when firms make rather than buy, in practice, firms often make and buy the same input—they engage in plural sourcing. We argue that explaining the mix of external procurement and internal sourcing for the same input... View Details
      Keywords: Supply Chain; Forecasting and Prediction; Framework; Prejudice and Bias; Mathematical Methods
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      Puranam, Phanish, Ranjay Gulati, and Sourav Bhattacharya. "How Much to Make and How Much to Buy? An Analysis of Optimal Plural Sourcing Strategies." Strategic Management Journal 34, no. 10 (October 2013): 1145–1161.
      • 2013
      • Book

      The Art of Negotiation: How to Improvise Agreement in a Chaotic World

      By: Michael Wheeler
      A member of the world-renowned Program on Negotiation at Harvard Law School introduces the powerful next-generation approach to negotiation. For many years, two approaches to negotiation have prevailed: the "win-win" method exemplified in Getting to Yes by Roger... View Details
      Keywords: Negotiation
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      Wheeler, Michael. The Art of Negotiation: How to Improvise Agreement in a Chaotic World. New York: Simon & Schuster, 2013.
      • 2013
      • Working Paper

      Applying Random Coefficient Models to Strategy Research: Testing for Firm Heterogeneity, Predicting Firm-Specific Coefficients, and Estimating Strategy Trade-Offs

      By: Juan Alcacer, Wilbur Chung, Ashton Hawk and Goncalo Pacheco-de-Almeida
      Although Strategy research aims to understand how firm actions have differential effects on performance, most empirical research estimates the average effects of these actions across firms. This paper promotes Random Coefficients Models (RCMs) as an ideal empirical... View Details
      Keywords: Strategy; Mathematical Methods
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      Alcacer, Juan, Wilbur Chung, Ashton Hawk, and Goncalo Pacheco-de-Almeida. "Applying Random Coefficient Models to Strategy Research: Testing for Firm Heterogeneity, Predicting Firm-Specific Coefficients, and Estimating Strategy Trade-Offs." Harvard Business School Working Paper, No. 14-022, September 2013.
      • 2014
      • Working Paper

      Firm Competitiveness and Detection of Bribery

      By: George Serafeim
      Using survey data from firms around the world I analyze how detection of bribery has impacted a firm's competitiveness over the past year. Managers report that the most significant impact was on employee morale, followed by business relations, and then reputation and... View Details
      Keywords: Competitiveness; Corruption; Bribery; Employee Engagement; Reputation; Regulation; Competition; Crime and Corruption; Ethics; Performance
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      Serafeim, George. "Firm Competitiveness and Detection of Bribery." Harvard Business School Working Paper, No. 14-012, July 2013. (Revised February 2014, April 2014.)
      • July 2013
      • Case

      Novozymes: Establishing the Cellulosic Ethanol Value Chain

      By: Willy Shih and Sen Chai

      As the world's largest producer of industrial enzymes, Novozymes had invested heavily for many years to bio-engineer enzymes that could break down cellulose into fermentable sugar. In 2010, the company had launched what it thought would become a breakthrough product... View Details

      Keywords: System Complexity; Industrial Enzymes; Ethanol; Collulosic Ethanol; Fermentation; Genomics; Genetic Engineering; Value Chain; Assembling Value Chain; Energy Sources; Renewable Energy; Collaborative Innovation and Invention; Innovation and Management; Innovation Strategy; Technological Innovation; Management; Growth and Development Strategy; Industry Growth; Production; Research; Research and Development; Science; Genetics; Natural Environment; Environmental Sustainability; Science-Based Business; Business Strategy; Commercialization; Vertical Integration; Agriculture and Agribusiness Industry; Biotechnology Industry; Energy Industry; Denmark; United States
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      Shih, Willy, and Sen Chai. "Novozymes: Establishing the Cellulosic Ethanol Value Chain." Harvard Business School Case 614-001, 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.)
      • February 2013
      • Case

      New Earth Mining, Inc.

      By: William E. Fruhan and Wei Wang
      New Earth Mining is one of the largest producers of precious metals in the U.S. While the firm operates mines primarily in the U.S. and Canada, it has also made substantial investments in gold exploration projects in Australia and Chile. New Earth has been very... View Details
      Keywords: South Africa; Capital Budgeting; International Business; Return On Investment; Mining; Risk and Uncertainty; Risk Management; Valuation; Investment; Diversification; Mining Industry; Australia; South Africa; Chile; Canada; United States
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      Fruhan, William E., and Wei Wang. "New Earth Mining, Inc." Harvard Business School Brief Case 913-548, February 2013.
      • 2013
      • Book

      Porte à porte: Reconquérir la démocratie sur le terrain

      By: Guillaume Liégey, Arthur Muller and Vincent Pons
      From January to May 2012, campaign activists supporting François Hollande knocked at five millions doors, making this door-to-door effort the largest in Europe to date. This project was formed by Guillaume Liégey, Arthur Muller, and Vincent Pons, who had met at the... View Details
      Keywords: Strategy; Political Elections; United States; Europe
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      Liégey, Guillaume, Arthur Muller, and Vincent Pons. Porte à porte: Reconquérir la démocratie sur le terrain. Calmann-Lévy, 2013, French ed.
      • September 2012
      • Supplement

      Industrial Metrology: Getting In-Line? (B)

      By: Willy Shih
      Rainer Ohnheiser, the President of Carl Zeiss's Business Group Industrial Metrology (IMT), was focused on the threat that in-line metrology posed to Carl Zeiss IMT's core business. Historically, coordinate measurement machines (CMMs) that employed tactile measurement... View Details
      Keywords: Performance Trajectories; Emerging Technologies; Manufacturing Tools; Carl Zeiss; Go-to-market Strategy; Disruptive Innovation; Technological Innovation; Production; Performance Improvement; Measurement and Metrics; Manufacturing Industry; Germany
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      Shih, Willy. "Industrial Metrology: Getting In-Line? (B)." Harvard Business School Supplement 613-041, September 2012.
      • Fall 2012
      • Article

      Innovation Strategy and Entry Deterrence

      By: Ozge Turut and Elie Ofek
      We model an incumbent's decision to pursue radical or incremental innovation when facing a rival entrant. The radical innovation may yield lucrative financial returns but entails significant technological and market-related uncertainties. It is also particularly... View Details
      Keywords: Competition; Innovation Strategy; Risk and Uncertainty; Markets; Mathematical Methods
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      Turut, Ozge, and Elie Ofek. "Innovation Strategy and Entry Deterrence." Journal of Economics & Management Strategy 12, no. 3 (Fall 2012).
      • 2012
      • Article

      Exploring Re-Identification Risks in Public Domains

      By: Aditi Ramachandran, Lisa Singh, Edward Porter and Frank Nagle
      While re-identification of sensitive data has been studied extensively, with the emergence of online social networks and the popularity of digital communications, the ability to use public data for re-identification has increased. This work begins by presenting two... View Details
      Keywords: Safety; Analytics and Data Science; Social and Collaborative Networks
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      Ramachandran, Aditi, Lisa Singh, Edward Porter, and Frank Nagle. "Exploring Re-Identification Risks in Public Domains." Proceedings of the Annual International Conference on Privacy, Security, and Trust (2012).
      • June 2012
      • Article

      A Reexamination of Tunneling and Business Groups: New Data and New Methods

      By: Jordan I. Siegel and Prithwiraj Choudhury
      One of the most rigorous methodologies in the corporate governance literature uses firms' reactions to industry shocks to characterize the quality of governance. This methodology can produce the wrong answer unless one considers the ways firms compete. Because... View Details
      Keywords: Governance; System Shocks; India
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      Siegel, Jordan I., and Prithwiraj Choudhury. "A Reexamination of Tunneling and Business Groups: New Data and New Methods." Review of Financial Studies 25, no. 6 (June 2012).
      • June 2012
      • Article

      A Reexamination of Tunneling and Business Groups: New Data and New Methods

      By: Jordan I. Siegel and Prithwiraj Choudhury
      One of the most rigorous methodologies in the corporate governance literature uses firms' reactions to industry shocks to characterize the quality of governance. This methodology can produce the wrong answer unless one considers the ways firms compete. Because... View Details
      Keywords: Corporate Governance; Mergers And Acquisitions; Business Economics; Firm Organization; Firm Performance; Groups and Teams; Analytics and Data Science
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      Siegel, Jordan I., and Prithwiraj Choudhury. "A Reexamination of Tunneling and Business Groups: New Data and New Methods." Review of Financial Studies 25, no. 6 (June 2012): 1763–1798.
      • May 2012
      • Article

      Complicated Firms

      By: Lauren Cohen and Dong Lou
      We exploit a novel setting in which the same piece of information affects two sets of firms: one set of firms requires straightforward processing to update prices, while the other set requires more complicated analyses to incorporate the same piece of information into... View Details
      Keywords: Investment Portfolio; Information; Price; Forecasting and Prediction; Complexity; Mathematical Methods
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      Cohen, Lauren, and Dong Lou. "Complicated Firms." Journal of Financial Economics 104, no. 2 (May 2012). (Winner of Istanbul Stock Exchange 25th Anniversary Best Paper Competition. First Prize presented by Istanbul Stock Exchange. Winner of Center for Research in Security Prices Forum. Best Paper Prize presented by University of Chicago Booth School of Business. Winner of Paul Woolley Centre for the Study of Capital Market Dysfunctionality. Academic Grant presented by Paul Woolley Centre for the Study of Capital Market Dysfunctionality. Winner of Crowell Memorial Prize For the best paper on quantitative investing presented by PanAgora Asset Management, Inc.)
      • April 2012 (Revised August 2013)
      • Case

      General Motors Technical Center India – Powertrain Engineering

      By: Willy Shih, William Jurist, Brian McIntosh and Helen Wang
      Prabjot Nanua was proud of the growing capabilities of the General Motors Technical Center India Powertrain Engineering group that he oversaw. Since 2003, engineers there had expanded the center's capabilities, developing a reputation within GM for completing... View Details
      Keywords: Decision Choices and Conditions; Business Headquarters; Research and Development; Business Strategy; Manufacturing Industry; Auto Industry; India
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      Shih, Willy, William Jurist, Brian McIntosh, and Helen Wang. "General Motors Technical Center India – Powertrain Engineering." Harvard Business School Case 612-074, April 2012. (Revised August 2013.)
      • April 2012
      • Article

      Bouncing Out of the Banking System: An Empirical Analysis of Involuntary Bank Account Closures

      By: Dennis Campbell, F. Asis Martinez-Jerez and Peter Tufano
      Using a new database, we document the factors that relate to the extent of involuntary consumer bank account closure resulting from excessive overdraft activity. Consumers who have accounts involuntarily closed for overdraft activity may have limited or no access to... View Details
      Keywords: Mathematical Methods; Customers; Social Issues; Outcome or Result; Budgets and Budgeting; Forecasting and Prediction; Competition; Banks and Banking; Policy; Personal Characteristics; Credit; Employment; United States
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      Campbell, Dennis, F. Asis Martinez-Jerez, and Peter Tufano. "Bouncing Out of the Banking System: An Empirical Analysis of Involuntary Bank Account Closures." Journal of Banking & Finance 36, no. 4 (April 2012): 1224–1235.
      • September 2011 (Revised July 2012)
      • Case

      Building Watson: Not So Elementary, My Dear!

      By: Willy 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... View Details
      Keywords: Technological Innovation; Standards; Product Development; Organizational Change and Adaptation; Mathematical Methods; Research and Development; Information Technology
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      Shih, Willy. "Building Watson: Not So Elementary, My Dear!" Harvard Business School Case 612-017, September 2011. (Revised July 2012.)
      • 2011
      • Working Paper

      The Cost of Capital for Alternative Investments

      By: Jakub W. Jurek and Erik Stafford
      This paper studies the cost of capital for alternative investments. We document that the risk profile of the aggregate hedge fund universe can be accurately matched by a simple index put option writing strategy that offers monthly liquidity and complete transparency... View Details
      Keywords: Cost of Capital; Financial Liquidity; Investment; Investment Return; Mathematical Methods; Risk and Uncertainty
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      Jurek, Jakub W., and Erik Stafford. "The Cost of Capital for Alternative Investments." Harvard Business School Working Paper, No. 12-013, September 2011. (NBER Working Paper Series, No. 19643, November 2013.)
      • July 2011
      • Article

      Kidney Paired Donation

      By: C. Bradley Wallis, Kannan P. Samy, Alvin E. Roth and Michael A. Rees
      Kidney paired donation (KPD) was first suggested in 1986, but it was not until 2000 when the first paired donation transplant was performed in the U.S. In the past decade, KPD has become the fastest growing source of transplantable kidneys, overcoming the barrier faced... View Details
      Keywords: Philanthropy and Charitable Giving; Health Care and Treatment; Growth and Development Strategy; Success; Problems and Challenges; Programs; System; United States
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      Wallis, C. Bradley, Kannan P. Samy, Alvin E. Roth, and Michael A. Rees. "Kidney Paired Donation." Nephrology, Dialysis, Transplantation 26, no. 7 (July 2011): 2091–2099.
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