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  • February 2013
  • Case

The Pritzker Architecture Prize: Building Value (A)

By: Mukti Khaire and Eleanor Kenyon
The case provides a history of the architectural profession and the Pritzker Prize and also describes the role of prizes in validating innovations and making them acceptable and valuable in creative industries. By providing their imprimatur, coveted Prizes with good... View Details
Keywords: Architecture; Value Drivers; Innovation; History; United States
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Khaire, Mukti, and Eleanor Kenyon. "The Pritzker Architecture Prize: Building Value (A)." Harvard Business School Case 813-124, February 2013.
  • Research Summary

Thin Slices of Teams with Professor Jeff Polzer, Patricia Satterstrom, and Lisa Kwan

How do people evaluate team effectiveness from short observations of interactions among team members?  What are the cues people take in in such narrow windows of experience?  What contributes to the accuracy of evaluations based on thin slices of... View Details
  • 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.
  • Research Summary

Consumer-Brand Relationships

Susan M. Fournier is conducting extensive research into the relationships consumers form with brands. Her work builds on the premise that, although marketers espouse the notion of relationships in current thought and practice, none have theoretically maximized the... View Details
  • 2022
  • Article

Exploring Counterfactual Explanations Through the Lens of Adversarial Examples: A Theoretical and Empirical Analysis.

By: Martin Pawelczyk, Chirag Agarwal, Shalmali Joshi, Sohini Upadhyay and Himabindu Lakkaraju
As machine learning (ML) models become more widely deployed in high-stakes applications, counterfactual explanations have emerged as key tools for providing actionable model explanations in practice. Despite the growing popularity of counterfactual explanations, a... View Details
Keywords: Machine Learning Models; Counterfactual Explanations; Adversarial Examples; Mathematical Methods
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Pawelczyk, Martin, Chirag Agarwal, Shalmali Joshi, Sohini Upadhyay, and Himabindu Lakkaraju. "Exploring Counterfactual Explanations Through the Lens of Adversarial Examples: A Theoretical and Empirical Analysis." Proceedings of the International Conference on Artificial Intelligence and Statistics (AISTATS) 25th (2022).
  • January 2020
  • Case

Celata Bioinnovations

By: John R. Wells and Benjamin Weinstock
In December 2019, Jon Hu (HBS ‘19) and Dr. Samantha Dale Strasser, co-founders of Celata Bioinnovations, were raising $1 million to launch their company. They had founded Celata less than six months earlier with the aim of redefining the drug discovery process.... View Details
Keywords: Drug Development; Drug Discovery; Drug Trials; Pharmaceutical Companies; Pharmaceutical Company; Pharmaceuticals; Therapeutics; Biologics; Biotech; Biotechnology; Biopharmacy Company; Biochemistry; Technology Commercialization; Technology Companies; Drug Testing; Startup; Start-up; Startups; Start-ups; Startup Financing; Strategic Decision Making; Strategic Decisions; Strategic Evolution; FDA; Food And Drug Administration; Clinical Trials; Disease Management; Market Attractiveness; Market Entry; Market Opportunities; Health Disorders; Technological Innovation; Information Technology; Commercialization; Business Startups; Finance; Decision Making; Strategy; Market Entry and Exit; Opportunities; Pharmaceutical Industry; Biotechnology Industry
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Wells, John R., and Benjamin Weinstock. "Celata Bioinnovations." Harvard Business School Case 720-427, January 2020.
  • Fall 2012
  • Article

Innovation Strategy and Entry Deterrence

By: Ozge Turut and Elie Ofek
We model an incumbent's decision to pursue radical or incremental innovation when facing a rival entrant. The radical innovation may yield lucrative financial returns but entails significant technological and market-related uncertainties. It is also particularly... View Details
Keywords: Competition; Innovation Strategy; Risk and Uncertainty; Markets; Mathematical Methods
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Turut, Ozge, and Elie Ofek. "Innovation Strategy and Entry Deterrence." Journal of Economics & Management Strategy 12, no. 3 (Fall 2012).
  • October 15, 2021
  • Article

Virtuous Victims

By: Jillian J. Jordan and Maryam Kouchaki
How do people perceive the moral character of victims? We find, across a range of transgressions, that people frequently see victims of wrongdoing as more moral than non-victims who have behaved identically. Across 15 experiments (total n = 9,355), we document this... View Details
Keywords: Moral Judgment; Restorative Justice; Punishment; Compensation; Person Perception; Moral Sensibility; Judgments; Perception
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Jordan, Jillian J., and Maryam Kouchaki. "Virtuous Victims." Science Advances 7, no. 42 (October 15, 2021).
  • Article

Measuring Audit Quality

By: Shivaram Rajgopal, Suraj Srinivasan and Xin Zheng
In this paper, we document 45 specific allegations related to audit deficiencies based on GAAS, as detailed in 141 AAERs and 153 securities class action lawsuits over the violation years 1978–2016. Next, we use these allegations to validate existing popular proxies of... View Details
Keywords: Audit Quality; Audit Deficiency; AAER; Securities Class Action Lawsuits; Enforcement; Accounting Audits; Quality; Measurement and Metrics
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Rajgopal, Shivaram, Suraj Srinivasan, and Xin Zheng. "Measuring Audit Quality." Review of Accounting Studies 26, no. 2 (June 2021): 559–619.
  • 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.
  • January 2006
  • Case

Jack Strang at SequenceLabs

By: Mukti Khaire, John J. Gabarro and Lynda M. Applegate
How can entrepreneur manage his firm if things go wrong despite having a great idea, a solid team, and financial backing? Jack Strang founded a biotech firm with his friend Peter Evans, to develop molecular pathway-based "cures" for metabolic disorders. The idea was... View Details
Keywords: Corporate Entrepreneurship; Business or Company Management; Venture Capital; Factories, Labs, and Plants; Business Growth and Maturation; Failure; Biotechnology Industry
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Khaire, Mukti, John J. Gabarro, and Lynda M. Applegate. "Jack Strang at SequenceLabs." Harvard Business School Case 806-088, January 2006.
  • Article

A Theories-in-Use Approach to Building Marketing Theory

By: G. Zaltman, Valarie A. Zeithaml, Bernard Jaworski, Ajay K. Kohli, Kapil R. Tuli and Wolfgang Ulaga
This article’s objective is to inspire and provide guidance on the development of marketing knowledge based on the theories-in-use (TIU) approach. The authors begin with a description of the TIU approach and compare it with other inductive and deductive research... View Details
Keywords: Building Theory; Grounded Theory; Theories-in-use; Theory Construction; Theory Development; Marketing; Knowledge; Theory
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Zaltman, G., Valarie A. Zeithaml, Bernard Jaworski, Ajay K. Kohli, Kapil R. Tuli, and Wolfgang Ulaga. "A Theories-in-Use Approach to Building Marketing Theory." Journal of Marketing 84, no. 1 (January 2020): 32–51.
  • 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.
  • 2015
  • Working Paper

Risk Preferences and Misconduct: Evidence from Politicians

By: Dylan Minor
When seeking new leaders, business and government organizations alike often need individuals that are less risk averse, or even risk-seeking, in order to improve performance. However, individuals amenable to increased risk-taking may be more likely to engage in... View Details
Keywords: Risk Management; Behavior; Ethics; Government and Politics; United States
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Minor, Dylan. "Risk Preferences and Misconduct: Evidence from Politicians." Harvard Business School Working Paper, No. 16-073, January 2016.
  • 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).
  • Research Summary

Relational Motivation & Need Expectations

My current research in this area explores the ways in which the nature of relational interactions at work facilitate, or supress, important individual and organizational outcomes such as motivation, engagement and personal well-being.  Much of my work in this... View Details
Keywords: Motivation; Relationships; Engagement; Manufacturing Industry
  • 2023
  • Working Paper

Firm Visibility and Acquisition Likelihood: Evidence from Seeking Alpha Coverage

By: Pu Gu, Benjamin Yost and Yuan Zou
This study investigates whether social media coverage influences a firm’s likelihood of being acquired. Specifically, we hypothesize that coverage of a firm on the Seeking Alpha platform raises its visibility to potential acquirers and M&A advisers (i.e., investment... View Details
Keywords: Social Media; Mergers and Acquisitions; Marketplace Matching; Investment Banking
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Gu, Pu, Benjamin Yost, and Yuan Zou. "Firm Visibility and Acquisition Likelihood: Evidence from Seeking Alpha Coverage." Working Paper, July 2023.
  • Article

Integration of Online and Offline Channels in Retail: The Impact of Sharing Reliable Inventory Availability Information

By: Santiago Gallino and Antonio Moreno
Using a proprietary data set, we analyze the impact of the implementation of a “buy-online, pick-up-in-store” (BOPS) project. The implementation of this project is associated with a reduction in online sales and an increase in store sales and traffic. These results can... View Details
Keywords: Retail Operations; Inventory Availability; Empirical Operations Management; Business Analytics; Online Retail; Ecommerce; Operations; Management; Distribution Channels; Consumer Behavior; E-commerce; Retail Industry
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Gallino, Santiago, and Antonio Moreno. "Integration of Online and Offline Channels in Retail: The Impact of Sharing Reliable Inventory Availability Information." Management Science 60, no. 6 (June 2014): 1434–1451. (Finalist of Management Science Best Paper award in Operations Management.)
  • 2024
  • Chapter

Managing for Organisational Integrity: My Take After Three Decades

By: Lynn S. Paine
This chapter revisits core ideas from my 1994 article “Managing for Organizational Integrity” and explores a critical issue not discussed in the article: the role of corporate boards. In the chapter, I first re-examine the article’s ideas about the origins of... View Details
Keywords: Governing and Advisory Boards; Ethics; Corporate Governance
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Paine, Lynn S. "Managing for Organisational Integrity: My Take After Three Decades." Chap. 2 in Research Handbook on Organisational Integrity, edited by Muel Kaptein, 8–23. Edward Elgar Publishing, 2024.
  • November 2018
  • Article

Global Evidence on Economic Preferences

By: Armin Falk, Anke Becker, Thomas Dohmen, Benjamin Enke, David Huffman and Uwe Sunde
This article studies the global variation in economic preferences. For this purpose, we present the Global Preference Survey (GPS), an experimentally validated survey data set of time preference, risk preference, positive and negative reciprocity, altruism, and trust... View Details
Keywords: Economic Preferences; Economics; Behavior; Surveys; Analytics and Data Science; Global Range
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Falk, Armin, Anke Becker, Thomas Dohmen, Benjamin Enke, David Huffman, and Uwe Sunde. "Global Evidence on Economic Preferences." Quarterly Journal of Economics 113, no. 4 (November 2018): 1645–1692.
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