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Publications

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      • Faculty Publications  (137)

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      • 2018
      • Working Paper

      Detecting Anomalies: The Relevance and Power of Standard Asset Pricing Tests

      By: Malcolm Baker, Patrick Luo and Ryan Taliaferro
      The two standard approaches for identifying capital market anomalies are cross-sectional coefficient tests, in the spirit of Fama and MacBeth (1973), and time-series intercept tests, in the spirit of Jensen (1968). A new signal can pass the first test, which we label a... View Details
      Keywords: Investment Management; Anomalies; Portfolio Construction; Transaction Costs; Investment; Management; Asset Pricing; Market Transactions; Cost
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      Baker, Malcolm, Patrick Luo, and Ryan Taliaferro. "Detecting Anomalies: The Relevance and Power of Standard Asset Pricing Tests." Working Paper, July 2018.
      • 2025
      • Working Paper

      Government-Brokerage Analysts and Market Stabilization: Evidence from China

      By: Sheng Cao, Xianjie He, Charles C.Y. Wang and Huifang Yin
      We show analysts at government-controlled brokerage firms serve as a market stabilization tool in China. Using earnings forecasts from 2005–2019, we find government-brokerage analysts issue relatively more optimistic—yet less accurate and timely—forecasts during... View Details
      Keywords: Sell-side Analysts; Forecast Optimism; Forecast Accuracy; Government Incentives; Market Stabilization; Government Ownership; Coordinated Economies; Stocks; Forecasting and Prediction; Business and Government Relations; Emerging Markets
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      Cao, Sheng, Xianjie He, Charles C.Y. Wang, and Huifang Yin. "Government-Brokerage Analysts and Market Stabilization: Evidence from China." Harvard Business School Working Paper, No. 18-095, March 2018. (Revised March 2025.)
      • March 2018
      • Supplement

      China Vanke: Battle for Control (B)

      By: Lynn S. Paine, Charles C.Y. Wang, Dawn H. Lau and Anthony K. Woo
      China Resources expresses disagreement over the validity of the results of the board vote as announced by China Vanke. It further raises objections to Vanke's handling of the announcement as well as reiterates its doubts about the strategic rationale of the proposed... View Details
      Keywords: China Vanke; China Resources; Hostile Takeover; Board Of Directors; Shareholding Structure; Shareholder Rights; Asset Restructuring; Corporate Governance; Governing and Advisory Boards; Valuation; Business and Shareholder Relations; Real Estate Industry; China
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      Paine, Lynn S., Charles C.Y. Wang, Dawn H. Lau, and Anthony K. Woo. "China Vanke: Battle for Control (B)." Harvard Business School Supplement 318-118, March 2018.
      • March 2018
      • Supplement

      China Vanke: Battle for Control (C)

      By: Lynn S. Paine, Charles C.Y. Wang, Dawn H. Lau and Anthony K. Woo
      Baoneng calls for the removal of China Vanke's board of directors, citing as reasons the directors' mishandling of the Shenzhen Metro proposal as well as the company's various breaches of corporate governance requirements. Vanke defends itself against Baoneng's... View Details
      Keywords: China Vanke; China Resources; Hostile Takeover; Board Of Directors; Shareholding Structure; Shareholder Rights; Asset Restructuring; Corporate Governance; Governing and Advisory Boards; Valuation; Business and Shareholder Relations; Real Estate Industry; China
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      Paine, Lynn S., Charles C.Y. Wang, Dawn H. Lau, and Anthony K. Woo. "China Vanke: Battle for Control (C)." Harvard Business School Supplement 318-119, March 2018.
      • 2023
      • Working Paper

      Efficient Discovery of Heterogeneous Quantile Treatment Effects in Randomized Experiments via Anomalous Pattern Detection

      By: Edward McFowland III, Sriram Somanchi and Daniel B. Neill
      In the recent literature on estimating heterogeneous treatment effects, each proposed method makes its own set of restrictive assumptions about the intervention’s effects and which subpopulations to explicitly estimate. Moreover, the majority of the literature provides... View Details
      Keywords: Causal Inference; Program Evaluation; Algorithms; Distributional Average Treatment Effect; Treatment Effect Subset Scan; Heterogeneous Treatment Effects
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      McFowland III, Edward, Sriram Somanchi, and Daniel B. Neill. "Efficient Discovery of Heterogeneous Quantile Treatment Effects in Randomized Experiments via Anomalous Pattern Detection." Working Paper, 2023.
      • Article

      Mitigating Bias in Adaptive Data Gathering via Differential Privacy

      By: Seth Neel and Aaron Leon Roth
      Data that is gathered adaptively—via bandit algorithms, for example—exhibits bias. This is true both when gathering simple numeric valued data—the empirical means kept track of by stochastic bandit algorithms are biased downwards—and when gathering more complicated... View Details
      Keywords: Bandit Algorithms; Bias; Analytics and Data Science; Mathematical Methods; Theory
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      Neel, Seth, and Aaron Leon Roth. "Mitigating Bias in Adaptive Data Gathering via Differential Privacy." Proceedings of the International Conference on Machine Learning (ICML) 35th (2018).
      • 2017
      • Working Paper

      Rethinking Measurement of Pay Disparity and its Relation to Firm Performance

      By: Ethan Rouen
      I develop measures of firm-level pay disparity and examine their relation to firm accounting performance. Using comprehensive compensation data for a large sample of firms, I find no statistically significant relation between the ratio of CEO-to-mean employee... View Details
      Keywords: Pay Disparity; Pay Ratio; CEO Pay Ratio; Income Inequality; Executive Compensation; Wages; Equality and Inequality; Business Ventures; Performance
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      Rouen, Ethan. "Rethinking Measurement of Pay Disparity and its Relation to Firm Performance." Harvard Business School Working Paper, No. 18-007, July 2017.
      • Article

      Selfishly Benevolent or Benevolently Selfish? When Self-interest Undermines versus Promotes Prosocial Behavior

      By: Julian Zlatev and Dale T. Miller
      Existing research shows that appeals to self-interest sometimes increase and sometimes decrease prosocial behavior. We propose that this inconsistency is in part due to the framings of these appeals. Different framings generate different salient reference points,... View Details
      Keywords: Altruism; Charitable Giving; Framing; Prosocial Behavior; Reference Points; Self-interest; Philanthropy and Charitable Giving; Framework; Behavior
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      Zlatev, Julian, and Dale T. Miller. "Selfishly Benevolent or Benevolently Selfish? When Self-interest Undermines versus Promotes Prosocial Behavior." Organizational Behavior and Human Decision Processes 137 (November 2016): 112–122.
      • October 2016 (Revised December 2016)
      • Module Note

      Strategy Execution Module 6: Evaluating Strategic Profit Performance

      By: Robert Simons
      This module reading demonstrates how to calculate and analyze the profit generated by different business strategies. Formulas and examples are provided to calculate profit generated by changes in market share, revenue growth, efficiency improvements, and support costs.... View Details
      Keywords: Management Control Systems; Implementing Strategy; Execution; Evaluating Business Performance; Profitability Analysis; Variance Analysis; Measuring Effectiveness; Measuring Efficiency; Activity-Based Costing; Flexible Budget; Accounting; Strategy
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      Simons, Robert. "Strategy Execution Module 6: Evaluating Strategic Profit Performance." Harvard Business School Module Note 117-106, October 2016. (Revised December 2016.)
      • October 2016 (Revised November 2016)
      • Case

      Innovating Beyond Ochsner

      By: Richard G. Hamermesh and Olivia Hull
      The Ochsner Health System has developed a proprietary software tool designed to treat hypertension. Built into the system’s electronic medical records, the Hypertension Digital Medicine program allows patients to record their blood pressure at home and share readings... View Details
      Keywords: Electronic Medical Records; Telemedicine; Hypertension; High Blood Pressure; Chronic Disease; Entrepreneurship; Health Disorders; Business Model; Business Startups; Innovation and Invention; Growth Management; Marketing Strategy; Product Launch; Product Positioning; Science-Based Business; Business Strategy; Health Industry; Technology Industry; New Orleans; Louisiana
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      Hamermesh, Richard G., and Olivia Hull. "Innovating Beyond Ochsner." Harvard Business School Case 817-028, October 2016. (Revised November 2016.)
      • Fall 2016
      • Article

      The Integrity of Private Third-party Compliance Monitoring

      By: Jodi L. Short and Michael W. Toffel
      Government agencies are increasingly turning to private, third-party monitors to inspect and assess regulated entities’ compliance with law. The integrity of these regulatory regimes rests on the validity of the information third-party monitors provide to regulators.... View Details
      Keywords: Regulation; Compliance; Compliance Policies; Conflict Of Interest; Independent Third Party; Inspection; Audit Quality; Auditor; Audit; Environment; Safety; Conflict of Interests; Working Conditions; Labor; Corporate Social Responsibility and Impact; Governance Compliance; Accounting Audits
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      Short, Jodi L., and Michael W. Toffel. "The Integrity of Private Third-party Compliance Monitoring." Administrative & Regulatory Law News 42, no. 1 (Fall 2016): 22–25.
      • July 2016
      • Article

      Do Prices Determine Vertical Integration?

      By: Laura Alfaro, Paola Conconi, Harald Fadinger and Andrew F. Newman
      What is the relationship between product prices and vertical integration? While the literature has focused on how integration affects prices, this paper provides evidence that prices can affect integration. Many theories in organizational economics and industrial... View Details
      Keywords: Price; Vertical Integration; Product
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      Alfaro, Laura, Paola Conconi, Harald Fadinger, and Andrew F. Newman. "Do Prices Determine Vertical Integration?" Review of Economic Studies 83, no. 3 (July 2016): 855–888. (Also NBER Working Paper 16118.)
      • June 2016 (Revised December 2017)
      • Case

      Google to Alphabet: Ten Things We Know to Be True

      By: Robert Simons and Annelena Lobb
      Google’s founders wrote “10 Things We Know to Be True,” a document detailing founding principles and values, early in the company’s life. As the company expanded, added business units, and changed its name to Alphabet, were these principles and values still valid and... View Details
      Keywords: Technology; Strategy; Organizational Design; Technology Industry
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      Simons, Robert, and Annelena Lobb. "Google to Alphabet: Ten Things We Know to Be True." Harvard Business School Case 116-029, June 2016. (Revised December 2017.)
      • Article

      Third-party Punishment as a Costly Signal of Trustworthiness

      By: Jillian J. Jordan, Moshe Hoffman, Paul Bloom and David G. Rand
      Third-party punishment (TPP), in which unaffected observers punish selfishness, promotes cooperation by deterring defection. But why should individuals choose to bear the costs of punishing? We present a game theoretic model of TPP as a costly signal of... View Details
      Keywords: Third-party Punishment; Trustworthiness; Behavior; Trust; Game Theory
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      Jordan, Jillian J., Moshe Hoffman, Paul Bloom, and David G. Rand. "Third-party Punishment as a Costly Signal of Trustworthiness." Nature 530, no. 7591 (2016): 473–476.
      • 2015
      • Working Paper

      The Integrity of Private Third-party Compliance Monitoring

      By: Jodi L. Short and Michael W. Toffel
      Government agencies are increasingly turning to private, third-party monitors to inspect and assess regulated entities’ compliance with law. The integrity of these regulatory regimes rests on the validity of the information third-party monitors provide to regulators.... View Details
      Keywords: Regulation; Compliance; Compliance Policies; Conflict Of Interest; Independent Third Party; Inspection; Audit Quality; Auditor; Audit; Environment; Production; Supply Chain; Quality; Government Administration; Working Conditions; Safety; Labor; Governing Rules, Regulations, and Reforms; Governance Compliance; Manufacturing Industry; Public Administration Industry; Accounting Industry; Service Industry; United States
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      Short, Jodi L., and Michael W. Toffel. "The Integrity of Private Third-party Compliance Monitoring." Harvard Kennedy School Regulatory Policy Program Working Paper, No. RPP-2015-20, November 2015. (Revised December 2015.)
      • July 2015
      • Case

      Uncharted Play (A)

      By: Shikhar Ghosh and Ali Huberlie
      The case recounts the process of launching an early stage venture, from idea conception through initial efforts to validate the concept, followed by product launch, and fund raising. It emphasizes the Customer Value Proposition of the business model, and asks – Who is... View Details
      Keywords: Early Stage; Female Protagonist; Value Proposition; Team Building; Founders' Agreements; Start-up; Entrepreneurship; Business Model; Business Startups; Sports; United States; North America; Nigeria; Africa
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      Ghosh, Shikhar, and Ali Huberlie. "Uncharted Play (A)." Harvard Business School Case 816-018, July 2015.
      • Article

      Real Effects of Relational Contracts

      By: Steven Blader, Claudine Gartenberg, Rebecca Henderson and Andrea Pratt
      How important are factors such as "firm culture" and "employee engagement" in driving firm performance? Increasing evidence from a wide range of fields suggests that productivity differs widely across firms, even after the inclusion of careful controls for factors such... View Details
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      Blader, Steven, Claudine Gartenberg, Rebecca Henderson, and Andrea Pratt. "Real Effects of Relational Contracts." American Economic Review: Papers and Proceedings 105, no. 5 (May 2015): 452–456.
      • Article

      A Case for Contextual Intelligence

      By: Tarun Khanna
      In this perspective, I make a case for entrepreneurs and academics alike to focus on what I have referred to elsewhere as Contextual Intelligence, the ability to understand the limits of our knowledge, and to adapt that knowledge to a context different from the one in... View Details
      Keywords: Contextual Intelligence; Institutional Voids; Entrepreneurship In Emerging Markets; Knowledge Use and Leverage; Situation or Environment; Developing Countries and Economies; Entrepreneurship
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      Khanna, Tarun. "A Case for Contextual Intelligence." Special Issue on Leveraging India: Strategies for Global Competitiveness. Management International Review 55, no. 2 (April 2015): 181–190.
      • April 2015
      • Article

      Measuring Teamwork in Health Care Settings: A Review of Survey Instruments

      By: Melissa Valentine, Ingrid M. Nembhard and Amy C. Edmondson

      Background: Teamwork in health care settings is widely recognized as an important factor in providing high quality patient care. However, the behaviors that comprise effective teamwork, the organizational factors that support teamwork, and the relationship... View Details

      Keywords: Teamwork; Psychometric Properties; Survey Instruments:; Measurement and Metrics; Surveys; Groups and Teams; Health Care and Treatment; Health Industry
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      Valentine, Melissa, Ingrid M. Nembhard, and Amy C. Edmondson. "Measuring Teamwork in Health Care Settings: A Review of Survey Instruments." Medical Care 53, no. 4 (April 2015): e16–e30.
      • Article

      Better Accounting Transforms Health Care Delivery

      By: Robert S. Kaplan and Mary L. Witkowski
      The paper describes the theory and preliminary results for an action research program that explores the implications from better measurements of health care outcomes and costs. After summarizing Porter's outcome taxonomy (Porter 2010), we illustrate how to use process... View Details
      Keywords: Activity Based Costing and Management; Research; Health Care and Treatment; Health Industry
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      Kaplan, Robert S., and Mary L. Witkowski. "Better Accounting Transforms Health Care Delivery." Accounting Horizons 28, no. 2 (June 2014): 365–383.
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