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- All HBS Web (290)
- Faculty Publications (68)
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- 2023
- Working Paper
Evaluation and Learning in R&D Investment
By: Alexander P. Frankel, Joshua L. Krieger, Danielle Li and Dimitris Papanikolaou
We examine the role of spillover learning in shaping the value of exploratory versus incremental
R&D. Using data from drug development, we show that novel drug candidates generate more
knowledge spillovers than incremental ones. Despite being less likely to reach... View Details
Frankel, Alexander P., Joshua L. Krieger, Danielle Li, and Dimitris Papanikolaou. "Evaluation and Learning in R&D Investment." Harvard Business School Working Paper, No. 23-074, May 2023. (NBER Working Paper Series, No. 31290, May 2023.)
- 16 Jan 2018
- First Look
First Look at New Research and Ideas, January 16, 2018
January–February 2018 Harvard Business Review More Than a Paycheck: How to Create Good Blue-Collar Jobs in the Knowledge Economy By: Campbell, Dennis, John Case, and Bill Fotsch Abstract—Fifty years ago a good blue-collar job was with a... View Details
Keywords: Sean Silverthorne
- 20 Jul 2009
- Research & Ideas
Markets or Communities? The Best Ways to Manage Outside Innovation
problems or create value in some way. What's driving this trend? Karim Lakhani: The main driver is accessing knowledge that is widely distributed in the world. Many organizations are now finding they simply do not have the ability to... View Details
- 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
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.
- 03 May 2024
- Research & Ideas
How Much Does Proximity Influence Startup Innovation? 20 Meters' Worth to Be Exact
A new study of startups sharing a coworking space offers a new wrinkle in the debate over work-from-anywhere: Proximity matters, especially close proximity, to spread knowledge between disparate enterprises. “The more different the... View Details
Keywords: by Ben Rand
- September 2016
- Article
The Effect of Target Difficulty on Target Completion: The Case of Reducing Carbon Emissions
By: Ioannis Ioannou, Shelley Xin Li and George Serafeim
Targets are an integral component of management control systems and play a significant role in achieving desirable performance outcomes. We focus on a key environmental performance objective—reduction of carbon emissions—as a setting in which to examine how target... View Details
Keywords: Sustainability; Target-setting; Management Accounting; Management Accounting And Control Systems; Control Systems; Sustainable Development; Environment; Goals and Objectives; Climate Change; Management Systems; Accounting; Environmental Sustainability
Ioannou, Ioannis, Shelley Xin Li, and George Serafeim. "The Effect of Target Difficulty on Target Completion: The Case of Reducing Carbon Emissions." Accounting Review 91, no. 5 (September 2016): 1467–1492.
- Article
Incorporating Interpretable Output Constraints in Bayesian Neural Networks
By: Wanqian Yang, Lars Lorch, Moritz Graule, Himabindu Lakkaraju and Finale Doshi-Velez
Domains where supervised models are deployed often come with task-specific constraints, such as prior expert knowledge on the ground-truth function, or desiderata like safety and fairness. We introduce a novel probabilistic framework for reasoning with such constraints... View Details
Yang, Wanqian, Lars Lorch, Moritz Graule, Himabindu Lakkaraju, and Finale Doshi-Velez. "Incorporating Interpretable Output Constraints in Bayesian Neural Networks." Advances in Neural Information Processing Systems (NeurIPS) 33 (2020).
- 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.
- 11 May 2009
- Research & Ideas
The IT Leader’s Hero Quest
with a diverse set of companies. "In this way, we could pool all this knowledge and distill it down to the essential principles that CIOs can generally apply, regardless of industry or size of firm, while describing 'realistic' and... View Details
Keywords: by Martha Lagace
- October 2008 (Revised February 2014)
- Case
The Northwest Passage
By: Herman B. Leonard and Peter Brannen
Following dozens of failed expeditions to "discover" the NW passage, a Norwegian adventurer employs a new approach that emphasizes rigorous preparation, a lighter, quicker style, and a willingness to adapt to the inhospitable Arctic environment and its people. The case... View Details
Keywords: Independent Innovation and Invention; Planning; Problems and Challenges; Risk and Uncertainty; Decision Choices and Conditions; Leadership Style; Adaptation; Canada
Leonard, Herman B., and Peter Brannen. "The Northwest Passage." Harvard Business School Case 309-067, October 2008. (Revised February 2014.)
- 31 Jan 2023
- Op-Ed
Can Insurance Technology Solve the Uninsured Driver Problem?
COVID Was Supposed to Increase Bankruptcies. Instead, They've Gone Down. Feedback or ideas to share? Email the Working Knowledge team at hbswk@hbs.edu. Image: iStockphoto/RobertCrum View Details
- 28 Apr 2022
- Research & Ideas
Can You Buy Creativity in the Gig Economy?
workers to get their creative juices flowing. “It turns out, on average, these gig workers are very responsive to competition,” says Zhu, who co-authored the forthcoming article Competition, Contracts, and Creativity: Evidence from Novel... View Details
Keywords: by Pamela Reynolds
- March, 2023
- Article
Academic Entrepreneurship: Entrepreneurial Advisors and Their Advisees' Outcomes
By: Maria P. Roche
The transfer of complex knowledge and skills is difficult, often requiring intensive interaction and extensive periods of co-working between a mentor and mentee, which is particularly true in apprenticeship-like settings and on-the-job training. This paper studies a... View Details
Keywords: Entrepreneurship; Higher Education; Training; Personal Development and Career; Knowledge Dissemination
Roche, Maria P. "Academic Entrepreneurship: Entrepreneurial Advisors and Their Advisees' Outcomes." Organization Science 34, no. 2 (March, 2023): 959–986.
- 2020
- Working Paper
Digitization and the Demand for Physical Works: Evidence from the Google Books Project
By: Abhishek Nagaraj and Imke Reimers
The digital era promised to deliver a centralized repository of all pre-existing knowledge through mass digitization. However, concerns about cannibalizing demand for physical works have led publishers and authors to block the realization of this vision. We investigate... View Details
Nagaraj, Abhishek, and Imke Reimers. "Digitization and the Demand for Physical Works: Evidence from the Google Books Project." Working Paper, June 2020.
- March 2023
- Article
Reaching for Rigor and Relevance: Better Marketing Research for a Better World
By: Shilpa Madan, Gita Venkataramani Johar, Jonah Berger, Pierre Chandon, Rajesh Chandy, Rebecca Hamilton, Leslie John, Aparna Labroo, Peggy J. Liu, John G. Lynch, Nina Mazar, Nicole Mead, Vikas Mittal, Christine Moorman, Michael I. Norton, John Roberts, Dilip Soman, Madhu Viswanathan and Katherine White
Over the past several decades, scholars have highlighted the obligations and opportunities for marketing as a discipline to play a role in creating a better world — or risk becoming irrelevant for the largest problems facing consumers and society. Climate change,... View Details
Keywords: COVID-19 Pandemic; Marketing; Social Issues; Corporate Social Responsibility and Impact; Business and Community Relations; Research
Madan, Shilpa, Gita Venkataramani Johar, Jonah Berger, Pierre Chandon, Rajesh Chandy, Rebecca Hamilton, Leslie John, Aparna Labroo, Peggy J. Liu, John G. Lynch, Nina Mazar, Nicole Mead, Vikas Mittal, Christine Moorman, Michael I. Norton, John Roberts, Dilip Soman, Madhu Viswanathan, and Katherine White. "Reaching for Rigor and Relevance: Better Marketing Research for a Better World." Marketing Letters 34, no. 1 (March 2023): 1–12.
- 25 Jul 2023
- Research & Ideas
Could a Business Model Help Big Pharma Save Lives and Profit?
Might Also Like: The FDA’s Speedy Drug Approvals Are Safe: A Win-Win for Patients and Pharma Innovation Curbing an Unlikely Culprit of Rising Drug Prices: Pharmaceutical Donations Buy-In from Black Patients Suffers When Drug Trials Don’t Include Them Feedback or ideas... View Details
- Research Summary
Overview
In examining the competitive dynamics of R&D strategy, Josh has become particularly interested in how the introduction of new knowledge generated by rivals impacts the direction of R&D efforts. Understanding how new information alters project portfolio decisions is... View Details
- 2007
- Working Paper
Recognizing the New: A Multi-Agent Model of Analogy in Strategic Decision-Making
By: Giovanni Gavetti and Massimo Warglien
In novel environments, strategic decision-making is often premised on analogy, and recognition lies at its heart. Recognition refers to a class of cognitive processes through which a problem is interpreted associatively in terms of something that has been experienced... View Details
Keywords: Interpersonal Communication; Decision Choices and Conditions; Mathematical Methods; Cognition and Thinking; Power and Influence
Gavetti, Giovanni, and Massimo Warglien. "Recognizing the New: A Multi-Agent Model of Analogy in Strategic Decision-Making." Harvard Business School Working Paper, No. 08-028, October 2007.
- Research Summary
Vicarious Learning in Organizations
To advance the study of how individuals learn through their interactions with others, Professor Myers has adopted a vicarious learning theory lens. Vicarious learning allows individuals to learn from the outcomes of others’ experiences, rather than solely their own... View Details
- Article
Beyond Magic Bullets: True Innovation in Health Care
By: Vaibhav A. Narayan, Marco Mohwinckel, Gary Pisano, Michael Yang and Husseini Manji
The molecular medicine revolution—based on advances in fields such as genomics and network modeling in the decade since the human genome sequence was completed—has changed the way we think about, study, and approach the development of novel therapies. However, these... View Details
Keywords: Integration; Business Model; Organizational Structure; Health Care and Treatment; Innovation and Invention; Pharmaceutical Industry
Narayan, Vaibhav A., Marco Mohwinckel, Gary Pisano, Michael Yang, and Husseini Manji. "Beyond Magic Bullets: True Innovation in Health Care." Nature Reviews: Drug Discovery 12, no. 2 (February 2013): 85–86.