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      • July 2013 (Revised August 2017)
      • Case

      TaKaDu

      By: Elie Ofek and Matthew Preble
      In December 2012, Amir Peleg, founder and CEO of TaKaDu, reflected on how to position his young firm for the next fiscal year and beyond. The small Israeli startup had developed an innovative software system that used patented algorithms and statistical analysis to... View Details
      Keywords: Innovation; Customer Selection; Business Marketing; High-tech Marketing; Enterprise Resource Planning; Water Resources; Water Management; Utilities; Product Positioning; Expansion; Resource Allocation; Applications and Software; Entrepreneurship; Business Startups; Business Strategy; Innovation and Invention; Growth and Development Strategy; Utilities Industry; Australia; Israel
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      Ofek, Elie, and Matthew Preble. "TaKaDu." Harvard Business School Case 514-011, July 2013. (Revised August 2017.)
      • July–August 2013
      • Article

      A Joint Model of Usage and Churn in Contractual Settings

      By: Eva Ascarza and Bruce G.S. Hardie
      As firms become more customer-centric, concepts such as customer equity come to the fore. Any serious attempt to quantify customer equity requires modeling techniques that can provide accurate multiperiod forecasts of customer behavior. Although a number of researchers... View Details
      Keywords: Churn; Retention; Contractual Settings; Access Services; Hidden Markov Models; RFM; Latent Variable Models; Customer Value and Value Chain; Consumer Behavior
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      Ascarza, Eva, and Bruce G.S. Hardie. "A Joint Model of Usage and Churn in Contractual Settings." Marketing Science 32, no. 4 (July–August 2013): 570–590.
      • July 2013
      • Article

      Ethnic Innovation and U.S. Multinational Firm Activity

      By: C. Fritz Foley and William R. Kerr
      This paper studies the impact that immigrant innovators have on the global activities of U.S. firms by analyzing detailed data on patent applications and on the operations of the foreign affiliates of U.S. multinational firms. The results indicate that increases in the... View Details
      Keywords: Technology Transfer; Innovation; Ethnic Networks; Patents; Diasporas; Ethnicity; Multinational Firms and Management; Competitive Advantage; Research and Development; Foreign Direct Investment; Innovation and Invention; United States
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      Foley, C. Fritz, and William R. Kerr. "Ethnic Innovation and U.S. Multinational Firm Activity." Management Science 59, no. 7 (July 2013): 1529–1544.
      • July 2013 (Revised November 2021)
      • Module Note

      Exploration vs. Exploitation

      By: Willy Shih
      This module note introduces James March's concept of exploration and exploitation, and the management challenge of balancing the allocation of resources to the two activities in the firm. The note also touches on the O'Reilly and Tushman paper on the ambidextrous... View Details
      Keywords: Exploration And Exploitation; Exploitation; Research; Scientific Research; Product Commercialization; Innovation and Invention; Innovation and Management; Innovation Leadership; Innovation Strategy; Technological Innovation; Knowledge Acquisition; Growth and Development Strategy; Resource Allocation; Strategic Planning; Research and Development; Science-Based Business; Corporate Strategy; Knowledge Sharing; Biotechnology Industry; Information Technology Industry; Manufacturing Industry; Medical Devices and Supplies Industry; Pharmaceutical Industry; Semiconductor Industry; Technology Industry; United States
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      Shih, Willy. "Exploration vs. Exploitation." Harvard Business School Module Note 614-004, July 2013. (Revised November 2021.)
      • 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.
      • 2013
      • Book

      Wall Street Research: Past, Present, and Future

      By: Boris Groysberg and Paul M. Healy
      Wall Street equity analysts provide research products and services on publicly-traded companies to institutional and retail investors to help them make more profitable investment decisions. During the last ten years Wall Street research has been battered by a series of... View Details
      Keywords: Financial Analysts; Investment Banks; Conflicts Of Interest; Accounting; Financial Institutions; Financial Services Industry; United States
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      Groysberg, Boris, and Paul M. Healy. Wall Street Research: Past, Present, and Future. Palo Alto, CA: Stanford University Press, 2013.
      • June 2013 (Revised November 2013)
      • Case

      Bluefin Labs: The Acquisition by Twitter

      By: John Deighton and Leora Kornfeld
      What is the value of Bluefin Labs's social listening data to Twitter? Acquired by Twitter in 2013, Bluefin had built a system that gathered millions of online comments in an effort to develop new metrics for TV programs and brand advertising. With data from Twitter... View Details
      Keywords: Measurement and Metrics; Data and Data Sets; Internet; Software; Communication Technology; Advertising; Social and Collaborative Networks; Acquisition; Television Entertainment; Advertising Industry; Media and Broadcasting Industry; United States
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      Deighton, John, and Leora Kornfeld. "Bluefin Labs: The Acquisition by Twitter." Harvard Business School Case 513-091, June 2013. (Revised November 2013.) (request a courtesy copy.)
      • June 2013 (Revised March 2015)
      • Case

      Open Innovation at Siemens

      By: Karim R. Lakhani, Katja Hutter, Stephanie Healy Pokrywa and Johann Fuller
      The case describes Siemens, a worldwide innovator in the Energy, Healthcare, Industry, and Infrastructure & Cities sectors, and its efforts to develop and commercialize new R&D through open innovation, including internal and external crowdsourcing contests. Emphasis is... View Details
      Keywords: Innovation; Innovation Management; Crowdsourcing; Innovation Strategy; Innovation and Management; Knowledge Management; Knowledge Sharing; Research and Development; Information Technology; Energy Industry; Health Industry; Green Technology Industry; Manufacturing Industry
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      Lakhani, Karim R., Katja Hutter, Stephanie Healy Pokrywa, and Johann Fuller. "Open Innovation at Siemens." Harvard Business School Case 613-100, June 2013. (Revised March 2015.)
      • June 2013 (Revised June 2016)
      • Case

      Ensina!

      By: John J-H Kim, Alejandra Meraz Velasco and Christine An
      In 2011, a group of passionate social entrepreneurs in Rio de Janeiro, with the support and encouragement of several prominent philanthropists and members of government, launch Ensina!, seizing Brazil's unprecedented economic growth and national commitment to... View Details
      Keywords: Social Entrepreneurship; Teaching; Business and Government Relations; Education Industry; Brazil
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      Kim, John J-H, Alejandra Meraz Velasco, and Christine An. "Ensina!" Harvard Business School Case 413-121, June 2013. (Revised June 2016.)
      • 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–July 2013
      • Article

      Firm Rivalry, Knowledge Accumulation, and MNE Location Choices

      By: Juan Alcacer, Cristian Deszo and Minyuan Zhao
      The international business (IB) literature has mostly emphasized the impact of location and firm characteristics on location choices. However, industries with a significant presence of multinational enterprises (MNEs) are oligopolistic in nature, which suggests that... View Details
      Keywords: Geographic Location; Competition; Multinational Firms and Management; Knowledge Acquisition; Game Theory; Global Strategy
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      Alcacer, Juan, Cristian Deszo, and Minyuan Zhao. "Firm Rivalry, Knowledge Accumulation, and MNE Location Choices." Special Issue on The Multinational in Geographic Space. Journal of International Business Studies 44, no. 5 (June–July 2013): 504–520.
      • 2017
      • Working Paper

      Innovation, Reallocation and Growth

      By: Daron Acemoglu, Ufuk Akcigit, Harun Alp, Nicholas Bloom and William R. Kerr
      We build a model of firm-level innovation, productivity growth, and reallocation featuring endogenous entry and exit. A new and central economic force is the selection between high- and low-type firms, which differ in terms of their innovative capacity. We estimate the... View Details
      Keywords: Entry; Growth; Industrial Policy; Innovation; R&D; Reallocation; Selection; Business Ventures; Resource Allocation; Performance Productivity; Policy; Research and Development; Innovation and Invention; Growth and Development; United States
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      Acemoglu, Daron, Ufuk Akcigit, Harun Alp, Nicholas Bloom, and William R. Kerr. "Innovation, Reallocation and Growth." Harvard Business School Working Paper, No. 13-088, April 2013. (Revised November 2017. NBER Working Paper Series, No. 18993, April 2013)
      • April 2013
      • Case

      Managing with Analytics at Procter & Gamble

      By: Thomas H. Davenport, Marco Iansiti and Alain Serels
      Senior management at P&G has put a strong emphasis on using data to make "better, smarter, real-time business decisions." The Global Business Services (GBS) organization has developed tools, systems and processes to provide managers throughout P&G with direct access to... View Details
      Keywords: Analytics; Data Management; Forecasting; Shared Services; Procter & Gamble; Laundry Detergent; Information Management; Forecasting and Prediction; Information Technology; Mathematical Methods; Consumer Products Industry; North America
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      Davenport, Thomas H., Marco Iansiti, and Alain Serels. "Managing with Analytics at Procter & Gamble." Harvard Business School Case 613-045, April 2013.
      • April 2013
      • Article

      In Search of a Second Act: Riding the Popularity of a Great First Product Is Easy; Finding the Next One Is Hard

      By: Elie Ofek and Jill Avery
      The article presents a fictional case study on new product development and improvement after the successful launch of a first breakthrough product. Topics include business planning for brand name products, finance and investment for the development of educational toys,... View Details
      Keywords: Innovation; Growth Strategy; Consumer Marketing; Marketing; Brand Management; Market Research; New Product Development; Marketing Management; Technology Commercialization; Technology; Brands and Branding; Marketing Strategy; Product Marketing; Consumer Products Industry; Electronics Industry; Technology Industry; North and Central America; United States
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      Ofek, Elie, and Jill Avery. "In Search of a Second Act: Riding the Popularity of a Great First Product Is Easy; Finding the Next One Is Hard." Harvard Business Review 91, no. 4 (April 2013): 133–137.
      • April 2013 (Revised October 2013)
      • Case

      National Instruments

      By: Lynda M. Applegate, Keri Pearlson and Natalie Kindred
      This case explores the use of social media to support product design, customer support, marketing and HR activities at National Instruments (NI). Based in Austin, Texas, with over $1 billion in 2011 sales, NI designs, produces, and sells software and hardware platforms... View Details
      Keywords: Organizational Structure; Applications and Software; Organizational Culture; Technological Innovation; Digital Platforms; Innovation and Management; Media; Management Systems; Social and Collaborative Networks; Information Technology Industry; Service Industry; Texas
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      Applegate, Lynda M., Keri Pearlson, and Natalie Kindred. "National Instruments." Harvard Business School Case 813-001, April 2013. (Revised October 2013.)
      • 2013
      • Working Paper

      Entrepreneurs, Firms and Global Wealth since 1850

      By: G. Jones
      This working paper integrates the role of entrepreneurship and firms into debates on why Asia, Latin America and Africa were slow to catch up with the West following the Industrial Revolution and the advent of modern economic growth. It argues that the currently... View Details
      Keywords: Institutional Change; Political Economy; Emerging Economies; Developing Countries; Industrial Development; Culture; Human Capital; Economic History; History; Wealth and Poverty; Business History; Emerging Markets; Globalization; Developing Countries and Economies; Manufacturing Industry; Mining Industry; Service Industry; Latin America; Asia; North and Central America; Africa; South America; Europe
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      Jones, G. "Entrepreneurs, Firms and Global Wealth since 1850." Harvard Business School Working Paper, No. 13-076, March 2013.
      • 2013
      • Article

      Achievement Motivation, Strategic Orientations and Business Performance in Entrepreneurial Firms: How Different are Japanese and American Founders?

      By: Rohit Deshpandé, Amir Grinstein, Elie Ofek and Sang-Hoon Kim
      Purpose: There is lack of research on the link between the personal disposition of an entrepreneurial firm's founder, the firm's strategic orientation, and its performance outcomes. Also, there is lack of cross-national research on entrepreneurial firms' strategic... View Details
      Keywords: Motivation; Entrepreneurs; Japan; Motivation and Incentives; Entrepreneurship; Japan; United States
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      Deshpandé, Rohit, Amir Grinstein, Elie Ofek, and Sang-Hoon Kim. "Achievement Motivation, Strategic Orientations and Business Performance in Entrepreneurial Firms: How Different are Japanese and American Founders?" International Marketing Review 30, no. 3 (2013).
      • March–April 2013
      • Article

      Unlocking Innovation Through Business Experimentation

      By: Stefan Thomke
      There is a downside to businesses that focus heavily on standardization, optimization, and driving out variability: Such organizations leave themselves vulnerable to underinvesting in experimentation and variation, which are the lifeblood of innovation. Good... View Details
      Keywords: Experimentation; Innovation Management; Learning And Development; Research; Innovation and Management; Business Processes
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      Thomke, Stefan. "Unlocking Innovation Through Business Experimentation." European Business Review (March–April 2013): 55–58.
      • February 2013
      • Case

      Diamond Foods, Inc.

      By: Suraj Srinivasan and Tim Gray
      The Diamonds Foods, Inc. case describes the major accounting blow up at the company in late 2011 that was triggered by a report by Off Wall Street, a prominent short selling research firm. Diamond Foods, a high flying growth company in 2011, grew from a walnut farmers'... View Details
      Keywords: Accounting Restatements; Accounting Scandal; Accounting; Financial Analysis; Financial Statement Analysis; Short Selling; Revenue Recognition; Board Of Directors; Audit Committees; Auditing; Financial Reporting; Financial Statements; Agribusiness; Accrual Accounting; Earnings Management; Corporate Accountability; Corporate Disclosure; Corporate Governance; Valuation; Revenue; Agriculture and Agribusiness Industry; California; Cambridge
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      Srinivasan, Suraj, and Tim Gray. "Diamond Foods, Inc." Harvard Business School Case 113-055, February 2013.
      • Article

      Beyond Magic Bullets: True Innovation in Health Care

      By: Vaibhav A. Narayan, Marco Mohwinckel, Gary Pisano, Michael Yang and Husseini Manji
      The molecular medicine revolution—based on advances in fields such as genomics and network modeling in the decade since the human genome sequence was completed—has changed the way we think about, study, and approach the development of novel therapies. However, these... View Details
      Keywords: Integration; Business Model; Organizational Structure; Health Care and Treatment; Innovation and Invention; Pharmaceutical Industry
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      Narayan, Vaibhav A., Marco Mohwinckel, Gary Pisano, Michael Yang, and Husseini Manji. "Beyond Magic Bullets: True Innovation in Health Care." Nature Reviews: Drug Discovery 12, no. 2 (February 2013): 85–86.
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