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      • Winter 2017
      • Article

      Why Big Data Isn't Enough

      By: Sen Chai and Willy C. Shih
      There is a growing belief that sophisticated algorithms can explore huge databases and find relationships independent of any preconceived hypotheses. But in businesses that involve scientific research and technological innovation, this approach is misguided and... View Details
      Keywords: Big Data; Science-based; Science; Scientific Research; Data Analytics; Data Science; Data-driven Management; Data Scientists; Technological Innovation; Analytics and Data Science; Mathematical Methods; Theory
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      Chai, Sen, and Willy C. Shih. "Why Big Data Isn't Enough." Art. 58227. MIT Sloan Management Review 58, no. 2 (Winter 2017): 57–61.
      • December 2016
      • Article

      Health Care Needs Real Competition

      By: Leemore S. Dafny and Thomas H. Lee
      The U.S. health care system is inefficient, unreliable, and crushingly expensive. There is no shortage of proposed solutions, but central to the best of them is the idea that health care needs more competition. In other sectors, competition improves quality and... View Details
      Keywords: Competition; Health Care and Treatment; Health Industry; United States
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      Dafny, Leemore S., and Thomas H. Lee. "Health Care Needs Real Competition." Harvard Business Review 94, no. 12 (December 2016): 76–87.
      • December 2016
      • Article

      The Effects of Endowment Size and Strategy Method on Third Party Punishment

      By: Jillian J. Jordan, Katherine McAuliffe and David G. Rand
      Numerous experiments have shown that people often engage in third-party punishment (3PP) of selfish behavior. This evidence has been used to argue that people respond to selfishness with anger, and get utility from punishing those who mistreat others. Elements of the... View Details
      Keywords: Third-party Punishment; Norm-enforcement; Strategy Method; Economic Games; Cooperation; Emotions; Fairness
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      Jordan, Jillian J., Katherine McAuliffe, and David G. Rand. "The Effects of Endowment Size and Strategy Method on Third Party Punishment." Experimental Economics 19, no. 4 (December 2016): 741–763.
      • November 2016 (Revised December 2016)
      • Module Note

      Strategy Execution Module 8: Linking Performance to Markets

      By: Robert Simons
      This module reading shows how to link profit plans and other performance measurement systems to both internal and external markets. Starting with the transfer of goods and services within a firm, the module discusses the different methods of designing transfer pricing... View Details
      Keywords: Management Control Systems; Implementing Strategy; Execution; Transfer Pricing; Activity Based Costing; Return On Investment; Residual Income; EVA; Strategy; Cost Accounting; Activity Based Costing and Management; Markets; Investment Return
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      Simons, Robert. "Strategy Execution Module 8: Linking Performance to Markets." Harvard Business School Module Note 117-108, November 2016. (Revised December 2016.)
      • 18 Nov 2016
      • Conference Presentation

      Rawlsian Fairness for Machine Learning

      By: Matthew Joseph, Michael J. Kearns, Jamie Morgenstern, Seth Neel and Aaron Leon Roth
      Motivated by concerns that automated decision-making procedures can unintentionally lead to discriminatory behavior, we study a technical definition of fairness modeled after John Rawls' notion of "fair equality of opportunity". In the context of a simple model of... View Details
      Keywords: Machine Learning; Algorithms; Fairness; Decision Making; Mathematical Methods
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      Joseph, Matthew, Michael J. Kearns, Jamie Morgenstern, Seth Neel, and Aaron Leon Roth. "Rawlsian Fairness for Machine Learning." Paper presented at the 3rd Workshop on Fairness, Accountability, and Transparency in Machine Learning, Special Interest Group on Knowledge Discovery and Data Mining (SIGKDD), November 18, 2016.
      • November 2016 (Revised October 2018)
      • Case

      IguanaFix

      By: Frank V. Cespedes, Thomas R. Eisenmann, Maria Fernanda Miguel and Laura Urdapilleta
      IguanaFix is a rapidly scaling Latin American startup that provides an online platform connecting consumers with home improvement contractors. The founders have acquired customers through both B2C and B2B methods. But in seeking to grow and scale the business, they now... View Details
      Keywords: Entrepreneurial Marketing; Home Improvement Services; Marketing Management; Scaling; Entrepreneurship; Marketing; Sales; Online Advertising; Latin America
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      Cespedes, Frank V., Thomas R. Eisenmann, Maria Fernanda Miguel, and Laura Urdapilleta. "IguanaFix." Harvard Business School Case 817-056, November 2016. (Revised October 2018.)
      • Article

      Experience Theory, or How Desserts Are Like Losses

      By: Jolie M. Martin, Martin Reimann and Michael I. Norton
      While many experiments have explored risk preferences for money, few have systematically assessed risk preferences for everyday experiences. We propose a conceptual model and provide convergent evidence from seven experiments that, in contrast to a typical “zero”... View Details
      Keywords: Experiences; Monetary Gambles; Risk Preferences; Experience Theory; Risk and Uncertainty; Behavior; Decision Choices and Conditions
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      Martin, Jolie M., Martin Reimann, and Michael I. Norton. "Experience Theory, or How Desserts Are Like Losses." Journal of Experimental Psychology: General 145, no. 11 (November 2016): 1460–1472.
      • 2016
      • Working Paper

      Refugee Resettlement

      By: David Delacretaz, Scott Duke Kominers and Alexander Teytelboym
      Over 100,000 refugees are permanently resettled from refugee camps to hosting countries every year. Nevertheless, refugee resettlement processes in most countries are ad hoc, accounting for neither the priorities of hosting communities nor the preferences of refugees... View Details
      Keywords: Refugees; Marketplace Matching; Mathematical Methods
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      Delacretaz, David, Scott Duke Kominers, and Alexander Teytelboym. "Refugee Resettlement." Working Paper, November 2016.
      • October 2016 (Revised March 2022)
      • Background Note

      Cost Variance Analysis

      By: Robert S. Kaplan and Susanna Gallani
      This note was written to provide students with fundamental concepts and methods for the analysis of cost variances. It focuses on the decomposition of cost variances into price, quantity, and mix variance components, an approach that allows students to identify the... View Details
      Keywords: Cost Accounting
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      Kaplan, Robert S., and Susanna Gallani. "Cost Variance Analysis." Harvard Business School Background Note 117-006, October 2016. (Revised March 2022.)
      • October 2016
      • Case

      Turkasset: Bringing Customer-Centricity to Debt Collection

      By: Dennis Campbell and Gamze Yucaoglu
      In December 2014, in preparation for the year-end board presentation, Hilmi Guvenal (PMD 1993), shareholder and CEO of Turkasset, and Ilker Yoney, COO, sat down to discuss Turkasset’s five- and ten-year strategic plans. Since taking leadership of the company in 2009,... View Details
      Keywords: Customer Satisfaction; Customer Experience; Customer Service; Customer-centric; Emerging Market; Customer Focus; Employee Empowerment; Employee Engagement; Employee Training; Staffing; Operations Management; Quality Management; Service Management; Service Quality; Continuous Improvement; Turkasset; Collections Agency; NPL; Call Center; Financial Services; Borrowing and Debt; Customer Focus and Relationships; Organizational Culture; Operations; Management; Service Operations; Quality; Competitive Advantage; Cost vs Benefits; Financial Services Industry; Turkey
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      Campbell, Dennis, and Gamze Yucaoglu. "Turkasset: Bringing Customer-Centricity to Debt Collection." Harvard Business School Case 117-023, October 2016.
      • October 2016
      • Technical Note

      Product Development Fundamentals

      By: Marco Iansiti, Michael Toffel, Kerry Herman and Julia Kelley
      This note introduces key managerial issues in new product development. It describes the product development funnel and alternative approaches to structuring product development teams including functional, lightweight, heavyweight, and autonomous/dedicated teams, which... View Details
      Keywords: Product Development; Groups and Teams; Operations; Management
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      Iansiti, Marco, Michael Toffel, Kerry Herman, and Julia Kelley. "Product Development Fundamentals." Harvard Business School Technical Note 617-024, October 2016.
      • Winter 2016
      • Article

      Improving Store Liquidation

      By: Nathan Craig and Ananth Raman
      This paper introduces methods for increasing the efficiency of retail store liquidation, which we define as the time-constrained divestment of retail outlets through an in-store sale of inventory. The retail industry depends extensively on liquidation, not only as a... View Details
      Keywords: Organizational Change and Adaptation; Operations; Investment; Retail Industry
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      Craig, Nathan, and Ananth Raman. "Improving Store Liquidation." Manufacturing & Service Operations Management 18, no. 1 (Winter 2016): 89–103.
      • 2016
      • Other Teaching and Training Material

      Organizational Behavior Reading: Decision Making

      By: Francesca Gino, Max Bazerman and Katherine Shonk
      This Reading argues that decision making is systematically flawed and introduces methods to improve decision-making effectiveness. The Essential Reading section covers the rational decision-making model and three important ideas that challenge it: Herbert Simon's... View Details
      Keywords: Game Theory; Decision Making
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      Gino, Francesca, Max Bazerman, and Katherine Shonk. "Organizational Behavior Reading: Decision Making." Core Curriculum Readings Series. Boston, MA: Harvard Business Publishing 8383, 2016. Electronic.
      • May 2016 (Revised April 2019)
      • Case

      Legendary Entertainment: Moneyball for Motion Pictures

      By: John A. Deighton and Leora Kornfeld
      Legendary, the Hollywood studio responsible for such hits as Jurassic World and The Dark Knight, decides to take the marketing of its films in-house, and to market them fan-by-fan. Owner Thomas Tull acquires the big-data-in-sports firm started by Matt Marolda and... View Details
      Keywords: "Marketing Analytics"; Marketing Strategy; Decision Making; Motion Pictures and Video Industry; Entertainment and Recreation Industry
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      Deighton, John A., and Leora Kornfeld. "Legendary Entertainment: Moneyball for Motion Pictures." Harvard Business School Case 516-117, May 2016. (Revised April 2019.)
      • Article

      Crowdsourcing City Government: Using Tournaments to Improve Inspection Accuracy

      By: Edward Glaeser, Andrew Hillis, Scott Duke Kominers and Michael Luca
      The proliferation of big data makes it possible to better target city services like hygiene inspections, but city governments rarely have the in-house talent needed for developing prediction algorithms. Cities could hire consultants, but a cheaper alternative is to... View Details
      Keywords: User-generated Content; Operations; Tournaments; Policy-making; Machine Learning; Online Platforms; Analytics and Data Science; Mathematical Methods; City; Infrastructure; Business Processes; Government and Politics
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      Glaeser, Edward, Andrew Hillis, Scott Duke Kominers, and Michael Luca. "Crowdsourcing City Government: Using Tournaments to Improve Inspection Accuracy." American Economic Review: Papers and Proceedings 106, no. 5 (May 2016): 114–118.
      • Article

      Defining the Value Framework for Prostate Brachytherapy Using Patient-Centered Outcome Metrics and Time-Driven Activity-Based Costing

      By: N.G. Thaker, T.J. Pugh, U. Mahmood, S. Choi, T.E. Spinks, N.E. Martin, T.T. Sio, R.J. Kudchadker, R. S. Kaplan, D.A. Kuban, D.A. Swanson, P.F. Orio, M.J. Zelefsky, B.W. Cox, L. Potters, T.A. Buchholz, T.W. Feeley and S.J. Frank
      PURPOSE: Value, defined as outcomes over costs, has been proposed as a measure to evaluate prostate cancer (PCa) treatments. We analyzed standardized outcomes and time-driven activity-based costing (TDABC) for prostate brachytherapy (PBT) to define a value... View Details
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      Thaker, N.G., T.J. Pugh, U. Mahmood, S. Choi, T.E. Spinks, N.E. Martin, T.T. Sio, R.J. Kudchadker, R. S. Kaplan, D.A. Kuban, D.A. Swanson, P.F. Orio, M.J. Zelefsky, B.W. Cox, L. Potters, T.A. Buchholz, T.W. Feeley, and S.J. Frank. "Defining the Value Framework for Prostate Brachytherapy Using Patient-Centered Outcome Metrics and Time-Driven Activity-Based Costing." Brachytherapy 15, no. 3 (May 2016): 274–282.
      • Article

      Gathering Data for Archival, Field, Survey, and Experimental Accounting Research

      By: Robert Bloomfield, Mark W. Nelson and Eugene F. Soltes
      In the published proceedings of the first Journal of Accounting Research Conference, Vatter (1966) lamented that “Gathering direct and original facts is a tedious and difficult task, and it is not surprising that such work is avoided.” For the 50th JAR Conference,... View Details
      Keywords: Archival; Data; Experiment; Empirical Methods; Field Study; Analytics and Data Science; Surveys; Financial Reporting
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      Bloomfield, Robert, Mark W. Nelson, and Eugene F. Soltes. "Gathering Data for Archival, Field, Survey, and Experimental Accounting Research." Journal of Accounting Research 54, no. 2 (May 2016): 341–395.
      • Article

      International Data on Measuring Management Practices

      By: Nicholas Bloom, Renata Lemos, Raffaella Sadun, Daniela Scur and John Van Reenen
      We examine methods used to survey firms on their management and organizational practices. We contrast the strengths and weaknesses of "open-ended questions" (e.g., World Management Survey) with "closed questions" (e.g., Management and Organizational Practices Surveys).... View Details
      Keywords: Surveys; Strength and Weakness; Management Practices and Processes
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      Bloom, Nicholas, Renata Lemos, Raffaella Sadun, Daniela Scur, and John Van Reenen. "International Data on Measuring Management Practices." American Economic Review: Papers and Proceedings 106, no. 5 (May 2016): 152–156.
      • March 2016 (Revised June 2016)
      • Case

      Gotong Royong: Toward Sustainable Palm Oil

      By: Rebecca Henderson, Hann-Shuin Yew and Monica Baraldi
      In late 2015, Jeff Seabright, chief sustainability officer at Unilever, had to report to Unilever CEO Paul Polman on the effort to transform palm oil cultivation. Historically, palm oil was produced using unsustainable methods that included burning large tracts of... View Details
      Keywords: Sustainability; Environment; Industry Self-regulation; Corporate Image; Corporate Strategy; Indonesia; Malaysia
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      Henderson, Rebecca, Hann-Shuin Yew, and Monica Baraldi. "Gotong Royong: Toward Sustainable Palm Oil." Harvard Business School Case 316-124, March 2016. (Revised June 2016.)
      • March 2016 (Revised March 2022)
      • Teaching Note

      Express Scripts: Promoting Prescription Drug Home Delivery (A) and (B)

      By: John Beshears
      The pharmacy benefit manager (PBM) sector processes prescription drug claims on behalf of companies that offer a prescription drug benefit to their employees. The case associated with this teaching note follows Bob Nease, chief scientist at Express Scripts, as he... View Details
      Keywords: Pharmaceuticals; Prescription Drugs; Pharmacy Benefit Manager; PBM; Healthcare; Behavioral Economics; Choice Architecture; Active Choice; Service Delivery; Decision Choices and Conditions; Consumer Behavior; Distribution Channels; Health Care and Treatment; Service Industry; Pharmaceutical Industry
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      Beshears, John. "Express Scripts: Promoting Prescription Drug Home Delivery (A) and (B)." Harvard Business School Teaching Note 916-047, March 2016. (Revised March 2022.)
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