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(422)
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- Faculty Publications (162)
Show Results For
- All HBS Web
(422)
- People (1)
- News (88)
- Research (285)
- Events (4)
- Multimedia (4)
- Faculty Publications (162)
- 2023
- Article
Exploiting Discovered Regression Discontinuities to Debias Conditioned-on-observable Estimators
By: Benjamin Jakubowski, Siram Somanchi, Edward McFowland III and Daniel B. Neill
Regression discontinuity (RD) designs are widely used to estimate causal effects in the absence of a randomized experiment. However, standard approaches to RD analysis face two significant limitations. First, they require a priori knowledge of discontinuities in... View Details
Jakubowski, Benjamin, Siram Somanchi, Edward McFowland III, and Daniel B. Neill. "Exploiting Discovered Regression Discontinuities to Debias Conditioned-on-observable Estimators." Journal of Machine Learning Research 24, no. 133 (2023): 1–57.
- January 2021
- Article
Machine Learning for Pattern Discovery in Management Research
By: Prithwiraj Choudhury, Ryan Allen and Michael G. Endres
Supervised machine learning (ML) methods are a powerful toolkit for discovering robust patterns in quantitative data. The patterns identified by ML could be used for exploratory inductive or abductive research, or for post-hoc analysis of regression results to detect... View Details
Keywords: Machine Learning; Supervised Machine Learning; Induction; Abduction; Exploratory Data Analysis; Pattern Discovery; Decision Trees; Random Forests; Neural Networks; ROC Curve; Confusion Matrix; Partial Dependence Plots; AI and Machine Learning
Choudhury, Prithwiraj, Ryan Allen, and Michael G. Endres. "Machine Learning for Pattern Discovery in Management Research." Strategic Management Journal 42, no. 1 (January 2021): 30–57.
- November 2019
- Article
How Do Sales Efforts Pay Off? Dynamic Panel Data Analysis in the Nerlove-Arrow Framework
By: Doug J. Chung, Byungyeon Kim and Byoung G. Park
This paper evaluates the short- and long-term value of sales representatives’ detailing visits to different types of physicians. By understanding the dynamic effect of sales calls across heterogeneous physicians, we provide guidance on the design of optimal call... View Details
Keywords: Nerlove-Arrow Framework; Stock-of-goodwill; Dynamic Panel Data; Serial Correlation; Instrumental Variables; Sales Effectiveness; Detailing; Analytics and Data Science; Sales; Analysis; Performance Effectiveness; Pharmaceutical Industry
Chung, Doug J., Byungyeon Kim, and Byoung G. Park. "How Do Sales Efforts Pay Off? Dynamic Panel Data Analysis in the Nerlove-Arrow Framework." Management Science 65, no. 11 (November 2019): 5197–5218.
- August 2012
- Article
From Mind Perception to Mental Connection: Synchrony as a Mechanism for Social Understanding
By: Thalia Wheatley, Olivia Kang, Carolyn Parkinson and Christine E. Looser
Connecting deeply with another mind is as enigmatic as it is fulfilling. Why people ‘‘click’’ with some people but not others is one of the great unsolved mysteries of science. However, researchers from psychology and neuroscience are converging on a likely... View Details
Wheatley, Thalia, Olivia Kang, Carolyn Parkinson, and Christine E. Looser. "From Mind Perception to Mental Connection: Synchrony as a Mechanism for Social Understanding." Social and Personality Psychology Compass 6, no. 8 (August 2012): 589–606.
- 2023
- Working Paper
Much Ado About Nothing? Overreaction to Random Regulatory Audits
By: Samuel Antill and Joseph Kalmenovitz
Regulators often audit firms to detect non-compliance. Exploiting a natural experiment in the lobbying industry, we show that firms overreact to audits and this response distorts prices and reduces welfare. Each year, federal regulators audit a random sample of... View Details
Antill, Samuel, and Joseph Kalmenovitz. "Much Ado About Nothing? Overreaction to Random Regulatory Audits." Working Paper, August 2023.
How Do Sales Efforts Pay Off? Dynamic Panel Data Analysis in the Nerlove-Arrow Framework
This paper evaluates the short- and long-term value of sales representatives’ detailing visits to different types of physicians. By understanding the dynamic effect of sales calls across heterogeneous physicians, we provide guidance on the design of optimal call... View Details
- June 2010
- Article
Are You a High Potential?
By: Douglas A. Ready, Jay A. Conger and Linda A. Hill
Some employees are more talented than others, and nearly every company has its method for identifying their high-potential managers. So how can you get on your company's high-potential list? Douglas A. Ready, of the talent-management research center ICEDR; Jay A.... View Details
Keywords: Talent and Talent Management; Employees; Leadership Development; Personal Development and Career; Personal Characteristics
Ready, Douglas A., Jay A. Conger, and Linda A. Hill. "Are You a High Potential?" Harvard Business Review 88, no. 6 (June 2010).
- 2015
- Article
Testing Strategy with Multiple Performance Measures: Evidence from a Balanced Scorecard at Store24
We analyze balanced scorecard data from a convenience store chain, Store24, during the implementation of an innovative, but ultimately unsuccessful, strategy. Quarterly strategic reviews, based in part on the firm's balanced scorecard, led executives at Store24 to... View Details
Campbell, Dennis, Srikant M. Datar, Susan L. Kulp, and V.G. Narayanan. "Testing Strategy with Multiple Performance Measures: Evidence from a Balanced Scorecard at Store24." Journal of Management Accounting Research 27, no. 2 (2015): 39–65.
- September 2013 (Revised August 2014)
- Case
Claritas Genomics
By: Robert F. Higgins and Matthew Preble
Claritas Genomics was formed in January 2013 when BCH spun out its Genetics Diagnostic Lab into a fully commercial entity. Claritas offered over 100 genomic tests to detect a range of conditions, including autism and intellectual disabilities, and was developing new... View Details
Keywords: Boston Children's Hospital; Genetic Engineering; Genetically Modified; Genetics Diagnostics; Health Care Industry; Healthcare IT; Healthcare Technology; Healthcare Ventures; Biomedical Research; Patrice Milos; Genomics; Genomic Testing; Life Technologies; Health Care and Treatment; Information Technology; Information Management; Genetics; Biotechnology Industry; Information Technology Industry; Health Industry; Boston; Massachusetts; United States
Higgins, Robert F., and Matthew Preble. "Claritas Genomics." Harvard Business School Case 814-032, September 2013. (Revised August 2014.)
- 2023
- Working Paper
Where Strategy Matters: Evidence from a Global Startup Field Study
By: Nataliya Langburd Wright
The role of strategy for innovative startups is theoretically ambiguous and much debated among
practitioners. I interviewed executives of 253 scaling software ventures from 34 countries and
scored the alignment of their market and organizational choices to detect... View Details
Keywords: Entrepreneurship And Strategy; Scaling Technology Ventures; Global Contextual Intelligence; Strategy; Entrepreneurship; Global Strategy; Growth and Development Strategy
Wright, Nataliya Langburd. "Where Strategy Matters: Evidence from a Global Startup Field Study." Harvard Business School Working Paper, No. 23-041, January 2023. (Revised July 2023.)
- Article
Collection, Exploration and Analysis of Crowdfunding Social Networks
By: Miao Cheng, Anand Sriramulu, Sudarshan Muralidhar, Boon Thau Loo, Laura Huang and Po-Ling Loh
Crowdfunding is a recent financing phenomenon that is gaining wide popularity as a means for startups to raise seed funding for their companies. This paper presents our initial results at understanding this phenomenon using an exploratory data driven approach. We have... View Details
Cheng, Miao, Anand Sriramulu, Sudarshan Muralidhar, Boon Thau Loo, Laura Huang, and Po-Ling Loh. "Collection, Exploration and Analysis of Crowdfunding Social Networks." Proceedings of the International Workshop on Exploratory Search in Databases and the Web 3rd (2016): 25–30.
- 2023
- Working Paper
Learning to Use: Stack Overflow and Technology Adoption
By: Daniel Jay Brown and Maria P. Roche
In this paper, we examine the potential impact of Q&A websites on the adoption of technologies.
Using data from Stack Overflow – one of the most popular Q&A websites worldwide
– and implementing an instrumental-variable approach, we find that users whose questions... View Details
Brown, Daniel Jay, and Maria P. Roche. "Learning to Use: Stack Overflow and Technology Adoption." Harvard Business School Working Paper, No. 24-001, July 2023.
- July–August 2016
- Article
How to Negotiate with a Liar
By: Leslie John
People, including negotiators, lie every day, so when you're trying to make a deal, it's important to defend against deception. The best strategy, says the author, is to focus not on detecting lies but on preventing them. She outlines five tactics that research has... View Details
John, Leslie. "How to Negotiate with a Liar." Harvard Business Review 94, nos. 7-8 (July–August 2016): 114–117.
Hidden Structure: Using Network Methods to Map System Architecture
All complex systems can be described in terms of their architecture, that is, as a nested hierarchy of subsystems. In this paper, we use network methods to detect the core components of an architecture, to establish... View Details
- 2016
- Chapter
Ignore, Avoid, Abandon, and Embrace: What Drives Firm Responses to Environmental Regulation?
By: David F. Drake and Robin L. Just
A regulator's ability to incentivize environmental improvement among firms is vital in achieving long-term sustainability. However, firms can and do respond to environmental regulation in a variety of ways: complying with its intent; avoiding the regulation by... View Details
Keywords: Sustainability; Environmental Operations; Regulation; Cost vs Benefits; For-Profit Firms; Operations; Environmental Sustainability
Drake, David F., and Robin L. Just. "Ignore, Avoid, Abandon, and Embrace: What Drives Firm Responses to Environmental Regulation?" In Environmentally Responsible Supply Chains, edited by Atalay Atasu. New York: Springer, 2016.
- 05 Nov 2013
- First Look
First Look: November 5
first comprehensive and systematic findings on supply-chain auditing practices, our study also suggests strategies for designing private regulatory regimes that will more effectively detect and prevent corporate wrongdoing. Download... View Details
Keywords: Sean Silverthorne
- March 2025
- Case
Niramai: An AI Solution to Save Lives
By: Rembrand Koning, Maria P. Roche and Kairavi Dey
Founded in 2017, Niramai developed Thermalytix, a breast cancer screening tool. Thermalytix used a high-resolution thermal sensing device and machine learning algorithms to analyze thermal images and detect tumors. Its patented solution leveraged big data analytics,... View Details
- May 2022
- Article
Coins for Bombs: The Predictive Ability of On-Chain Transfers for Terrorist Attacks
By: Dan Amiram, Evgeny Lyandres and Daniel Rabetti
This study examines whether we can learn from the behavior of blockchain-based transfers to predict the financing of terrorist attacks. We exploit blockchain transaction transparency to map millions of transfers for hundreds of large on-chain service providers. The... View Details
Keywords: Blockchain; Bitcoin; Accounting; AI and Machine Learning; National Security; Governing Rules, Regulations, and Reforms
Amiram, Dan, Evgeny Lyandres, and Daniel Rabetti. "Coins for Bombs: The Predictive Ability of On-Chain Transfers for Terrorist Attacks." Journal of Accounting Research 60, no. 2 (May 2022): 427–466.
Coins for Bombs: The Predictive Ability of On-Chain Transfers for Terrorist Attacks
This study examines whether we can learn from the behavior of blockchain-based transfers to predict the financing of terrorist attacks. We exploit blockchain transaction transparency to map millions of transfers for hundreds of large on-chain service providers.... View Details
- December 2009
- Article
Hiding the Evidence of Valid Theories: How Coupled Search Processes Obscure Performance Differences Among Organizations
By: Nicolaj Siggelkow and Jan Rivkin
Theorists argue that an organization's high-level choices, such as its organizational design or the attributes of its top management team, should influence its performance, yet empirical researchers have struggled to detect such influence. The impact of high-level... View Details
Keywords: Decision Choices and Conditions; Management Teams; Organizational Design; Performance Effectiveness; Power and Influence; Balance and Stability
Siggelkow, Nicolaj, and Jan Rivkin. "Hiding the Evidence of Valid Theories: How Coupled Search Processes Obscure Performance Differences Among Organizations." Administrative Science Quarterly 54, no. 4 (December 2009): 602 – 634.