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      • January 2014 (Revised August 2017)
      • Case

      StepSmart Fitness

      By: Robert J. Dolan, Benson P. Shapiro and Alisa Zalosh
      StepSmart Fitness, a manufacturer of exercise equipment, is undergoing a sweeping reorganization. The new CEO has terminated the District Sales Director and Regional VP and promoted 30-year-old Benjamin Cooper to manage the underperforming New England district. A... View Details
      Keywords: Analysis; Restructuring; Salesforce Management; Management Succession; Performance Improvement; Manufacturing Industry; Sports Industry; New England
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      Dolan, Robert J., Benson P. Shapiro, and Alisa Zalosh. "StepSmart Fitness." Harvard Business School Brief Case 914-509, January 2014. (Revised August 2017.)
      • January 2014 (Revised July 2016)
      • Case

      Samuel Slater & Francis Cabot Lowell: The Factory System in U.S. Cotton Manufacturing

      By: Tom Nicholas and Matthew Guilford
      At the time of the American War of Independence (1776-1783) and for several decades after it, Great Britain dominated the global production of cotton textiles. In fact, Britain became so dominant in textile manufacturing and trading that Manchester, its industrial... View Details
      Keywords: Technological Innovation; Production; Business History; Manufacturing Industry; Great Britain; Massachusetts
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      Nicholas, Tom, and Matthew Guilford. "Samuel Slater & Francis Cabot Lowell: The Factory System in U.S. Cotton Manufacturing." Harvard Business School Case 814-065, January 2014. (Revised July 2016.)
      • January 2014
      • Article

      J. Richard Hackman (1940–2013)

      By: Ruth Wageman and Teresa M. Amabile
      When J. Richard Hackman died in Cambridge, Massachusetts, on January 8, 2013, psychology lost a giant. Six and a half feet tall, with an outsize personality to match, Richard was the leading scholar in two distinct areas: work design and team effectiveness. In both... View Details
      Keywords: Social Psychology; Organizational Design; Groups and Teams; Personal Development and Career; Education Industry; Cambridge
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      Wageman, Ruth, and Teresa M. Amabile. "J. Richard Hackman (1940–2013)." American Psychologist 69, no. 1 (January 2014): 80.
      • 2013
      • Book

      Fortune Tellers: The Story of America's First Economic Forecasters

      By: Walter A. Friedman
      The period leading up to the Great Depression witnessed the rise of the economic forecasters, pioneers who sought to use the tools of science to predict the future, with the aim of profiting from their forecasts. This book chronicles the lives and careers of the men... View Details
      Keywords: Forecasting And Prediction; Economic History; Economics; History; Risk and Uncertainty; United States
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      Friedman, Walter A. Fortune Tellers: The Story of America's First Economic Forecasters. Princeton University Press, 2013.
      • 2013
      • Other Teaching and Training Material

      Operations Management Reading: Forecasting

      By: Steven C. Wheelwright and Ann B. Winslow
      This reading provides an introduction to forecasting methods. It includes a brief summary of methods based on judgment and a longer section on quantitative analysis. It also provides sample data so students can develop an understanding of concepts such as correlation,... View Details
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      Wheelwright, Steven C., and Ann B. Winslow. "Operations Management Reading: Forecasting." Core Curriculum Readings Series. Boston: Harvard Business Publishing 8042, 2013.
      • 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.
      • 2019
      • Working Paper

      Managing Churn to Maximize Profits

      By: Aurelie Lemmens and Sunil Gupta
      Customer defection threatens many industries, prompting companies to deploy targeted, proactive customer retention programs and offers. A conventional approach has been to target customers either based on their predicted churn probability, or their responsiveness to a... View Details
      Keywords: Churn Management; Defection Prediction; Loss Function; Stochastic Gradient Boosting; Customer Relationship Management; Consumer Behavior; Profit
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      Lemmens, Aurelie, and Sunil Gupta. "Managing Churn to Maximize Profits." Harvard Business School Working Paper, No. 14-020, September 2013. (Revised December 2019. Forthcoming at Marketing Science.)
      • Aug 2013
      • Conference Presentation

      Going into the Field: How Experiential Methods Complement Case-Based Teaching

      By: Ranjay Gulati
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      Gulati, Ranjay. "Going into the Field: How Experiential Methods Complement Case-Based Teaching." Paper presented at the Academy of Management Annual Meeting, Orlando, FL, August 2013.
      • 2013
      • Working Paper

      Where do the Most Active Customers Originate and How Can Firms Keep Them Engaged?

      By: Clarence Lee, E. Ofek and Thomas Steenburgh
      In this paper, we study how firms offering Web services can acquire and develop an active customer base. We focus on two basic questions. First, how does the method of customer acquisition affect the way customers use the service to meet their own needs and to interact... View Details
      Keywords: Customer Engagement; Adoption Routes; Hidden Markov Models; Search; Word-of-Mouth; Digital Media; Customer Relationship Management; Internet and the Web; Mathematical Methods; Consumer Behavior; Entrepreneurship; Marketing Reference Programs; Web Services Industry
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      Lee, Clarence, E. Ofek, and Thomas Steenburgh. "Where do the Most Active Customers Originate and How Can Firms Keep Them Engaged?" Working Paper, 2013. (Revise and Resubmit at Management Science.)
      • 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.)
      • 2013
      • Working Paper

      J. Richard Hackman (1940-2013)

      By: Ruth Wageman and Teresa M. Amabile
      When J. Richard Hackman died in Cambridge, Massachusetts, on January 8, 2013, psychology lost a giant. Six and a half feet tall, with an outsize personality to match, Richard was the leading scholar in two distinct areas: work design and team effectiveness. In both... View Details
      Keywords: Social Psychology; Organizational Design; Groups and Teams; Personal Development and Career; Education Industry; Cambridge
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      Wageman, Ruth, and Teresa M. Amabile. "J. Richard Hackman (1940-2013)." Harvard Business School Working Paper, No. 14-009, July 2013.
      • 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.
      • Article

      Fast Generalized Subset Scan for Anomalous Pattern Detection

      By: Edward McFowland III, Skyler Speakman and Daniel B. Neill
      We propose Fast Generalized Subset Scan (FGSS), a new method for detecting anomalous patterns in general categorical data sets. We frame the pattern detection problem as a search over subsets of data records and attributes, maximizing a nonparametric scan statistic... View Details
      Keywords: Pattern Detection; Anomaly Detection; Knowledge Discovery; Bayesian Networks; Scan Statistics; Analytics and Data Science
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      McFowland III, Edward, Skyler Speakman, and Daniel B. Neill. "Fast Generalized Subset Scan for Anomalous Pattern Detection." Art. 12. Journal of Machine Learning Research 14 (2013): 1533–1561.
      • 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.)
      • 2013
      • Working Paper

      Visualizing and Measuring Enterprise Architecture: An Exploratory BioPharma Case

      By: Robert Lagerstrom, Carliss Baldwin, Alan MacCormack and David Dreyfus
      We test a method that was designed and used previously to reveal the hidden internal architectural structure of software systems. The focus of this paper is to test if it can also uncover new facts about the components and their relationships in an enterprise... View Details
      Keywords: Complexity; Applications and Software; Product Design; Pharmaceutical Industry
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      Lagerstrom, Robert, Carliss Baldwin, Alan MacCormack, and David Dreyfus. "Visualizing and Measuring Enterprise Architecture: An Exploratory BioPharma Case." Harvard Business School Working Paper, No. 13-105, June 2013.
      • 2013
      • Working Paper

      Visualizing and Measuring Enterprise Application Architecture: An Exploratory Telecom Case

      By: Robert Lagerstrom, Carliss Y. Baldwin, Alan MacCormack and Stephan Aier
      We test a method for visualizing and measuring enterprise application architectures. The method was designed and previously used to reveal the hidden internal architectural structure of software applications. The focus of this paper is to test if it can also uncover... View Details
      Keywords: Communication Technology; Complexity; Applications and Software; Product Design; Telecommunications Industry
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      Lagerstrom, Robert, Carliss Y. Baldwin, Alan MacCormack, and Stephan Aier. "Visualizing and Measuring Enterprise Application Architecture: An Exploratory Telecom Case." Harvard Business School Working Paper, No. 13-103, June 2013.
      • 19 Jun 2013
      • Conference Presentation

      Hidden Structure: Using Network Methods to Map System Architecture

      By: Carliss Y. Baldwin
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      Baldwin, Carliss Y. "Hidden Structure: Using Network Methods to Map System Architecture." Paper presented at the CRIOS Conference, Università Bocconi, Center for Research on Innovation, Organization and Strategy (CRIOS), Milan, Italy, June 19, 2013.
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