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      • September 2013
      • Teaching Note

      The Case of the Unidentified Industries—2013

      By: Mihir A. Desai, William E. Fruhan, Jr. and Elizabeth A. Meyer
      Helps students to understand how the characteristics of a business are reflected in its financial statements. This case consists of an exercise in which students are given balance sheet data in percentage form and other selected financial data for companies in 14... View Details
      Keywords: Financial Management; Accounting Statements; Ratio Analysis; Financial Statements; Finance
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      Desai, Mihir A., William E. Fruhan, Jr., and Elizabeth A. Meyer. "The Case of the Unidentified Industries—2013." Harvard Business School Teaching Note 214-030, September 2013.
      • September 2013
      • Case

      The Case of the Unidentified Industries—2013

      By: Mihir A. Desai, William E. Fruhan Jr. and Elizabeth A. Meyer
      Helps students to understand how the characteristics of a business are reflected in its financial statements. This case consists of an exercise in which students are given balance sheet data in percentage form and other selected financial data for companies in 14... View Details
      Keywords: Financial Management; Accounting Statements; Ratio Analysis; Financial Statements; Finance
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      Desai, Mihir A., William E. Fruhan Jr., and Elizabeth A. Meyer. "The Case of the Unidentified Industries—2013." Harvard Business School Case 214-028, September 2013.
      • 2013
      • Article

      Matching with Couples: Stability and Incentives in Large Markets

      By: Fuhito Kojima, Parag A. Pathak and Alvin E. Roth
      Accommodating couples has been a long-standing issue in the design of centralized labor market clearinghouses for doctors and psychologists, because couples view pairs of jobs as complements. A stable matching may not exist when couples are present. This article's main... View Details
      Keywords: Market Design; Marketplace Matching; Balance and Stability; Jobs and Positions; Family and Family Relationships; Health Care and Treatment; Employment Industry; Health Industry
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      Kojima, Fuhito, Parag A. Pathak, and Alvin E. Roth. "Matching with Couples: Stability and Incentives in Large Markets." Quarterly Journal of Economics 128, no. 4 (November 2013): 1585–1632.
      • July–August 2013
      • Article

      Looking Up and Looking Out: Career Mobility Effects of Demographic Similarity among Professionals

      By: Kathleen L. McGinn and Katherine L. Milkman
      We investigate the role of workgroup sex and race composition on the career mobility of professionals in "up-or-out" organizations. We develop a nuanced perspective on the potential career mobility effects of workgroup demography by integrating the social... View Details
      Keywords: Professional Service Firms; Race And Ethnicity; Ethnicity; Race; Personal Development and Career; Gender; Legal Services Industry
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      McGinn, Kathleen L., and Katherine L. Milkman. "Looking Up and Looking Out: Career Mobility Effects of Demographic Similarity among Professionals." Organization Science 24, no. 4 (July–August 2013): 1041–1060.
      • Article

      Unraveling Results from Comparable Demand and Supply: An Experimental Investigation

      By: Muriel Niederle, Alvin E. Roth and M. Utku Ünver
      Markets sometimes unravel, with offers becoming inefficiently early. Often this is attributed to competition arising from an imbalance of demand and supply, typically excess demand for workers. However this presents a puzzle, since unraveling can only occur when firms... View Details
      Keywords: Two-side Matching; Unraveling; Experiments; Market Design
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      Niederle, Muriel, Alvin E. Roth, and M. Utku Ünver. "Unraveling Results from Comparable Demand and Supply: An Experimental Investigation." Games 4, no. 2 (June 2013): 243–282. (Special Issue on Games and Matching Markets.)
      • June 2013
      • Case

      Olympic Rent-A-Car U.S.: Customer Loyalty Battles

      By: John Deighton and James T. Kindley
      The marketing and operations managers for Olympic Rent-A-Car meet to decide how to respond to changes in the loyalty rewards program at the market-leading competitor. The competitor's program gives awards based on dollars spent instead of days rented and eliminates... View Details
      Keywords: Customer Relationship Management; Competitive Strategy; Marketing; Operations; Auto Industry; Service Industry
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      Deighton, John, and James T. Kindley. "Olympic Rent-A-Car U.S.: Customer Loyalty Battles." Harvard Business School Brief Case 913-568, June 2013.
      • June 2013
      • Article

      Vacancies in Supply Chain Networks

      By: John William Hatfield and Scott Duke Kominers
      We use the supply chain matching framework to study the effects of firm exit. We show that the exit of an initial supplier or end consumer has monotonic effects on the welfare of initial suppliers and end consumers but may simultaneously have positive and negative... View Details
      Keywords: Matching; Networks; Stability; Vacancy Chains; Market Entry and Exit; Supply Chain
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      Hatfield, John William, and Scott Duke Kominers. "Vacancies in Supply Chain Networks." Economics Letters 119, no. 3 (June 2013): 354–357.
      • 2013
      • Working Paper

      Non-Standard Matches and Charitable Giving

      By: Michael Sanders, Sarah Smith and Michael I. Norton
      Many organisations, including corporations and governments, wish to encourage charitable giving, and offer incentives for their employees, customers and citizens to do so. The most common of these incentives is a match rate, where the organisation agrees to pay, for... View Details
      Keywords: Motivation and Incentives; Organizational Culture; Philanthropy and Charitable Giving
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      Sanders, Michael, Sarah Smith, and Michael I. Norton. "Non-Standard Matches and Charitable Giving." Harvard Business School Working Paper, No. 13-094, May 2013.
      • Article

      Online and Official Price Indexes: Measuring Argentina's Inflation

      By: Alberto Cavallo
      Prices collected from online retailers can be used to construct daily price indexes that complement official statistics. This paper studies their ability to match official inflation estimates in five Latin American countries, with a focus on Argentina, where official... View Details
      Keywords: Inflation; Online Price Index; Economics; Macroeconomics; Inflation and Deflation; Price; Latin America; Argentina
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      Cavallo, Alberto. "Online and Official Price Indexes: Measuring Argentina's Inflation." Journal of Monetary Economics 60, no. 2 (March 2013): 152–165.
      • 2013
      • Working Paper

      Skilled Immigration and the Employment Structures of U.S. Firms

      By: Sari Pekkala Kerr, William R. Kerr and William F. Lincoln
      We study the impact of skilled immigrants on the employment structures of U.S. firms using matched employer-employee data. Unlike most previous work, we use the firm as the lens of analysis to account for a greater level of heterogeneity and the fact that many skilled... View Details
      Keywords: H-1B; Firms; Scientists; Engineers; Inventors; Age; Employment; Competency and Skills; Immigration; United States
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      Pekkala Kerr, Sari, William R. Kerr, and William F. Lincoln. "Skilled Immigration and the Employment Structures of U.S. Firms." Working Paper, February 2013.
      • Article

      Strategic Orientations in a Competitive Context: The Role of Strategic Orientation Differentiation

      By: Rohit Deshpandé, Amir Grinstein and Elie Ofek
      Strategic orientation studies often provide 'best practice prescriptions' for firms in a given context—matching orientations to environmental conditions. While this perspective has value, empirical results are equivocal, and an important reality has been overlooked:... View Details
      Keywords: Competition; Change Management; Situation or Environment; Decision Choices and Conditions
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      Deshpandé, Rohit, Amir Grinstein, and Elie Ofek. "Strategic Orientations in a Competitive Context: The Role of Strategic Orientation Differentiation." Marketing Letters 23, no. 3 (September 2012): 629–643.
      • Winter 2013
      • Article

      The New Patent Intermediaries: Platforms, Defensive Aggregators and Super-Aggregators

      By: Andrei Hagiu and David B. Yoffie
      The patent market consists mainly of privately negotiated, bilateral transactions, either sales or cross-licenses, between large companies. There is no eBay, Amazon, New York Stock Exchange, or Kelley's Blue Book equivalent for patents, and when buyers and sellers do... View Details
      Keywords: Intellectual Property; Platforms; Intermediaries; Aggregator; Patents; Digital Platforms; Marketplace Matching; Distribution Channels
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      Hagiu, Andrei, and David B. Yoffie. "The New Patent Intermediaries: Platforms, Defensive Aggregators and Super-Aggregators." Journal of Economic Perspectives 27, no. 1 (Winter 2013): 45–66.
      • 2012
      • Working Paper

      Modularity and Organizations

      By: Carliss Y. Baldwin
      Modularity describes the degree to which a complex system can be broken apart into subunits (modules) that can be recombined in various ways. Modularity is important for organizations and the economy because the boundaries of organizational units and corporations are... View Details
      Keywords: Complex Systems; Information Hiding; Loosely-coupled Systems; Mirroring; Mirroring Hypothesis; Modules; Modularity; Near-decomposable Systems; Product Architecture; Option Value; Organizational Design; Complexity
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      Baldwin, Carliss Y. "Modularity and Organizations." Harvard Business School Working Paper, No. 13-046, November 2012. (To appear in the Elsevier International Encyclopedia of the Social and Behavioral Sciences, 2nd edition; available on request to the author.)
      • November 2012
      • Article

      The Variance of Non-Parametric Treatment Effect Estimators in the Presence of Clustering

      By: Samuel G. Hanson and Adi Sunderam
      Non-parametric estimators of treatment effects are often applied in settings where clustering may be important. We provide a general methodology for consistently estimating the variance of a large class of non-parametric estimators, including the simple matching... View Details
      Keywords: Treatment Effects; Matching Estimators; Clustering; Applications and Software; Mathematical Methods
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      Hanson, Samuel G., and Adi Sunderam. "The Variance of Non-Parametric Treatment Effect Estimators in the Presence of Clustering." Review of Economics and Statistics 94, no. 4 (November 2012). (Stata and Matlab Code Here.)
      • Article

      On the Correspondence of Contracts to Salaries in (Many-to-Many) Matching

      By: Scott Duke Kominers
      In this note, I extend the work of Echenique (2012) to show that a model of many-to-many matching with contracts may be embedded into a model of many-to-many matching with wage bargaining whenever (1) all agentsʼ preferences are substitutable and (2) the matching with... View Details
      Keywords: Many-to-Many Matching; Stability; Substitutes; Contract Design; Unitarity; Market Design; Contracts; Marketplace Matching; Balance and Stability; Economics
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      Kominers, Scott Duke. "On the Correspondence of Contracts to Salaries in (Many-to-Many) Matching." Games and Economic Behavior 75, no. 2 (July 2012): 984–989.
      • Article

      Testing Substitutability

      By: John William Hatfield, Nicole Immorlica and Scott Duke Kominers
      We provide an algorithm for testing the substitutability of a length-N preference relation over a set of contracts X in time O(|X|3⋅N3). Access to the preference relation is essential for this result: We show that a substitutability-testing algorithm with access only... View Details
      Keywords: Substitutability; Matching; Communication Complexity; Preference Elicitation; Marketplace Matching; Communication; Mathematical Methods; Economics
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      Hatfield, John William, Nicole Immorlica, and Scott Duke Kominers. "Testing Substitutability." Games and Economic Behavior 75, no. 2 (July 2012): 639–645.
      • July 2012
      • Article

      The Real Consequences of Market Segmentation

      By: Sergey Chernenko and Adi Sunderam
      We study the real effects of market segmentation due to credit ratings using a matched sample of firms just above and just below the investment-grade cutoff. These firms have similar observables, including average investment rates. However, flows into high-yield mutual... View Details
      Keywords: Segmentation; Credit; Investment; Investment Funds; Quality; Markets; Measurement and Metrics; Business Ventures
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      Chernenko, Sergey, and Adi Sunderam. "The Real Consequences of Market Segmentation." Review of Financial Studies 25, no. 7 (July 2012): 2041–2069. (Winner of the RFS Young Researcher Prize 2012.)
      • June 2012
      • Article

      Consequence-Cause Matching: Looking to the Consequences of Events to Infer Their Causes

      By: Robyn A. LeBoeuf and Michael I. Norton
      We show that people non-normatively infer event causes from event consequences. For example, people inferred that a product failure (computer crash) had a large cause (widespread computer virus) if it had a large consequence (job loss), but that the identical failure... View Details
      Keywords: Causal Inference; Product; Forecasting and Prediction; Motivation and Incentives; Failure
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      LeBoeuf, Robyn A., and Michael I. Norton. "Consequence-Cause Matching: Looking to the Consequences of Events to Infer Their Causes." Journal of Consumer Research 39, no. 1 (June 2012): 128–141.
      • May 2012
      • Article

      Adding Bricks to Clicks: Predicting the Patterns of Cross-Channel Elasticities over Time

      By: Jill Avery, Thomas J. Steenburgh, John Deighton and Mary Caravella
      The authors propose a conceptual framework to explain whether and when the introduction of a new retail store channel helps or hurts sales in existing direct channels. A conceptual framework separates short- and long-term effects by analyzing the capabilities of a... View Details
      Keywords: Marketing; Channels; Channels Of Distribution; Distribution; Retailing; Channel Management; Channel Migration; Multichannel Retailing; Framework; Customers; Marketing Channels; Sales; Internet and the Web; Demand and Consumers; Competency and Skills; Distribution Channels; E-commerce; Retail Industry; United States
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      Avery, Jill, Thomas J. Steenburgh, John Deighton, and Mary Caravella. "Adding Bricks to Clicks: Predicting the Patterns of Cross-Channel Elasticities over Time." Journal of Marketing 76, no. 3 (May 2012): 96–111.
      • May 18, 2012
      • Article

      Randomized Government Safety Inspections Reduce Worker Injuries with No Detectable Job Loss

      By: David I Levine, Michael W. Toffel and Matthew S. Johnson
      Controversy surrounds occupational health and safety regulators, with some observers claiming that workplace regulations damage firms' competitiveness and destroy jobs and others arguing that they make workplaces safer at little cost to employers and employees. We... View Details
      Keywords: Regulation; Occupational Safety; Evaluation; Regression; Matching; Difference In Differences; Safety; Health; Working Conditions; Governing Rules, Regulations, and Reforms; Competitive Advantage; Performance; Manufacturing Industry; California
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      Levine, David I., Michael W. Toffel, and Matthew S. Johnson. "Randomized Government Safety Inspections Reduce Worker Injuries with No Detectable Job Loss." Science 336, no. 6083 (May 18, 2012): 907–911. (Online supplement (appendix). Featured in an article by the head of US OSHA, and in U.S. News & World Report and many other news outlets. Basis of U.S. Congressional testimony on promoting safe workplaces.)
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