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  • All HBS Web  (1,187)
    • News  (164)
    • Research  (842)
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    • Multimedia  (13)
  • Faculty Publications  (566)
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  • Research Summary

Overview

By: Iavor I. Bojinov
Over the last decade, technology companies like Amazon, Google, and Netflix have pioneered data-driven research and development processes centered on massive experimentation. However, as companies increase the breadth and scale of their experiments to millions of... View Details
  • June 2021
  • Case

Akira Fukabori and Kevin Kajitani at avatarin (A) (Abridged)

By: Linda A. Hill and Emily Tedards
In 2016, Akira Fukabori and Kevin Kajitani, aeronautical engineers at All Nippon Airways Co., Ltd., began to wonder why, in a world of accelerating globalization and digital connectivity, those who lived in far-remote villages or impoverished urban areas could not... View Details
Keywords: Agility; Ecosystem; Innovation Ecosystems; Innovation; Crowdsourcing; XPRIZE; Open Innovation; Partnership; Government; Collaboration; Co-creation; Purpose; Impact; Social Impact; Movement; Organizational Behavior; Organizational Ambidexterity; Ambidexterity; Culture; Culture Change; Global Teams; Experimentation; Space; Space Industry; Airline Industry; Start-up; Platform Business; Platform Strategy; Platform; Digital; Robotics; Robots; Avatar; Telepresence; Innovation Lab; Mobility; COVID-19; Intrapreneurship; Public-private Partnership; Innovation and Invention; Technological Innovation; Partners and Partnerships; Collaborative Innovation and Invention; Alignment; Leadership; Leading Change; Diversity; Organizational Culture; Change Management; Strategy; Entrepreneurship; Digital Platforms; Transportation Industry; Aerospace Industry; Japan
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Hill, Linda A., and Emily Tedards. "Akira Fukabori and Kevin Kajitani at avatarin (A) (Abridged)." Harvard Business School Case 421-085, June 2021.
  • 2024
  • Working Paper

Design of Panel Experiments with Spatial and Temporal Interference

By: Tu Ni, Iavor Bojinov and Jinglong Zhao
One of the main practical challenges companies face when running experiments (or A/B tests) over a panel is interference, the setting where one experimental unit's treatment assignment at one time period impacts another's outcomes, possibly at the following time... View Details
Keywords: Research
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Ni, Tu, Iavor Bojinov, and Jinglong Zhao. "Design of Panel Experiments with Spatial and Temporal Interference." Harvard Business School Working Paper, No. 24-058, March 2024.
  • Research Summary

Consumer Behavior and Health

Professor Riis studies consumer behavior and health using the methods and theories of experimental psychology and behavioral economics. Particular problems that he is currently investigating include:

• Information use and decision making in food service... View Details

  • 2003
  • Case

Capston-White's Document Management and Production Services

By: Vijay Govindarajan, Chris Trimble and Julie Lang
The development of multi-function devices that could copy, print, fax, and scan created a convergence in the markets for these devices. Copiers and printers had previously been purchased and managed in very different manners by large organizations. Facing an uncertain... View Details
Keywords: Technological Innovation; Innovation Strategy; Service Delivery; Service Industry
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Govindarajan, Vijay, Chris Trimble, and Julie Lang. "Capston-White's Document Management and Production Services." 2003. (Case No. 2-0017.)
  • 2003
  • Case

Corning Microarray Technologies

By: Vijay Govindarajan, Chris Trimble and Gautam Bellur
In mid-2000, the scientific community reached a momentous milestone—the complete mapping of the human genome. Researchers in the field of genomics were anxious to dig into a tremendous array of newly possible scientific inquiries, and needed efficient experimental... View Details
Keywords: Expansion; Genetics; Manufacturing Industry; Industrial Products Industry
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Govindarajan, Vijay, Chris Trimble, and Gautam Bellur. "Corning Microarray Technologies." 2003. (Case No. 2-0020.)
  • February 2024
  • Article

Are Many Sex/Gender Differences Really Power Differences?

By: Adam D. Galinsky, Aurora Turek, Grusha Agarwal, Eric M. Anicich, Derek D. Rucker, Hannah Riley Bowles, Nira Liberman, Chloe Levin and Joe C Magee
This research addresses the long-standing debate about the determinants of sex/gender differences. Evolutionary theorists trace many sex/gender differences back to natural selection and sex-specific adaptations. Sociocultural and biosocial theorists, in contrast,... View Details
Keywords: Gender; Genetics; Power and Influence; Social Issues
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Galinsky, Adam D., Aurora Turek, Grusha Agarwal, Eric M. Anicich, Derek D. Rucker, Hannah Riley Bowles, Nira Liberman, Chloe Levin, and Joe C Magee. "Are Many Sex/Gender Differences Really Power Differences?" PNAS Nexus 3, no. 2 (February 2024).
  • September 2022
  • Article

Health Externalities and Policy: The Role of Social Preferences

By: Laura Alfaro, Ester Faia, Nora Lamersdorf and Farzad Saidi
Social preferences facilitate the internalization of health externalities, for example by reducing mobility during a pandemic. We test this hypothesis using mobility data from 258 cities worldwide alongside experimentally validated measures of social preferences.... View Details
Keywords: Social Preferences; Pandemics; Mobility; Health Externalities; Mitigation Policies; Health Pandemics; Cooperation; Behavior; Policy
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Alfaro, Laura, Ester Faia, Nora Lamersdorf, and Farzad Saidi. "Health Externalities and Policy: The Role of Social Preferences." Management Science 68, no. 9 (September 2022): 6751–6761.
  • 2022
  • Working Paper

Heterogeneity of Gain-Loss Attitudes and Expectations-Based Reference Points

By: Pol Campos-Mercade, Lorenz Goette, Thomas Graeber, Alex Kellogg and Charles Sprenger
Existing tests of reference-dependent preferences assume universal loss aversion. This paper examines heterogeneity in gain-loss attitudes, and explores its implications for identifying models of the reference point. In two experimental settings we measure gain-loss... View Details
Keywords: Reference-dependent Preferences; Rational Expectations; Personal Equilibrium; Endowment Effect; Expectations-based Reference Points
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Campos-Mercade, Pol, Lorenz Goette, Thomas Graeber, Alex Kellogg, and Charles Sprenger. "Heterogeneity of Gain-Loss Attitudes and Expectations-Based Reference Points." Working Paper, August 2022.
  • September 2014
  • Article

The Interrelationships Between Brand and Channel Choice

By: Scott Neslin, Kenshuk Jerath, Anand Bodapati, Eric T. Bradlow, John A. Deighton, Sonja Gensler, Leonard Lee, Elisa Montaguti, Rahul Telang, Raj Venkatesan, Peter C. Verhoef and Z. John Zhang
We propose a framework for the joint study of the consumer's decision of where to buy and what to buy. The framework is rooted in utility theory where the utility is for a particular channel/brand combination. The framework contains firm actions, the consumer search... View Details
Keywords: Brand Choice; Channel Choice; Utility Theory; Marketing; Decision Choices and Conditions; Consumer Behavior; Learning; Electronics Industry; Auto Industry; Information Technology Industry; Telecommunications Industry; Aerospace Industry
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Neslin, Scott, Kenshuk Jerath, Anand Bodapati, Eric T. Bradlow, John A. Deighton, Sonja Gensler, Leonard Lee, Elisa Montaguti, Rahul Telang, Raj Venkatesan, Peter C. Verhoef, and Z. John Zhang. "The Interrelationships Between Brand and Channel Choice." Marketing Letters 25, no. 3 (September 2014): 319–330.
  • September 2003 (Revised November 2005)
  • Case

Best Buy Co., Inc. (A): An Innovator's Journey

By: Dorothy A. Leonard and Brian DeLacey
The CEO of Best Buy, a hugely successful retailing company, has hired consulting firm Strategos to imbue the company with an improved innovative capability. The six-month program of experimental learning yields new business ideas and also trains Best Buy employees as... View Details
Keywords: Innovation and Management; Innovation Strategy; Management Teams; Creativity; Adoption; Organizational Change and Adaptation; Employees; Learning; Training; Programs; Retail Industry; United States
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Leonard, Dorothy A., and Brian DeLacey. "Best Buy Co., Inc. (A): An Innovator's Journey." Harvard Business School Case 604-043, September 2003. (Revised November 2005.)
  • March 2016 (Revised January 2020)
  • Teaching Note

Behavioural Insights Team (A) and (B)

By: Michael Luca and Patrick Rooney
The Behavioural Insights Team case introduces students to the concept of choice architecture and the value of experimental methods (sometimes called A/B testing) within organizational contexts. The exercise provides an opportunity for students to apply these principles... View Details
Keywords: Behavioral Economics; Experiments; Choice Architecture; Public Entrepreneurship; Decision Choices and Conditions; Mathematical Methods; United Kingdom
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Luca, Michael, and Patrick Rooney. "Behavioural Insights Team (A) and (B)." Harvard Business School Teaching Note 916-050, March 2016. (Revised January 2020.)
  • March 2015 (Revised January 2020)
  • Supplement

Behavioural Insights Team (B)

By: Michael Luca and Patrick Rooney
The Behavioural Insights Team case introduces students to the concept of choice architecture and the value of experimental methods (sometimes called A/B testing) within organizational contexts. The exercise provides an opportunity for students to apply these principles... View Details
Keywords: Behavioral Economics; Experiments; Choice Architecture; Public Entrepreneurship; United Kingdom
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Luca, Michael, and Patrick Rooney. "Behavioural Insights Team (B)." Harvard Business School Supplement 915-025, March 2015. (Revised January 2020.)
  • July 2023
  • Article

Design and Analysis of Switchback Experiments

By: Iavor I Bojinov, David Simchi-Levi and Jinglong Zhao
In switchback experiments, a firm sequentially exposes an experimental unit to a random treatment, measures its response, and repeats the procedure for several periods to determine which treatment leads to the best outcome. Although practitioners have widely adopted... View Details
Keywords: Switchback Experiments; Design; Analysis; Mathematical Methods
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Bojinov, Iavor I., David Simchi-Levi, and Jinglong Zhao. "Design and Analysis of Switchback Experiments." Management Science 69, no. 7 (July 2023): 3759–3777.
  • Research Summary

Learning Agility

This research in both field and experimental settings is targeted at examining whether and how employees in the 'midst of learning' are aware of the optimal learning behavior as well as determining if this awareness does indeed increase learning agility. Further,... View Details
  • March 2020
  • Article

Gender Differences in Communicative Abstraction

By: Priyanka D. Joshi, Cheryl J. Wakslak, Gil Appel and Laura Huang
Drawing on construal level theory, which suggests that experiencing a communicative audience as proximal rather than distal leads speakers to frame messages more concretely, we examine gender difference in linguistic abstraction. In a meta-analysis of prior studies... View Details
Keywords: Construal Level Theory; Psychological Distance; Gender; Communication; Leadership
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Joshi, Priyanka D., Cheryl J. Wakslak, Gil Appel, and Laura Huang. "Gender Differences in Communicative Abstraction." Journal of Personality and Social Psychology 118, no. 3 (March 2020): 417–435.
  • 2020
  • Working Paper

Design and Analysis of Switchback Experiments

By: Iavor I Bojinov, David Simchi-Levi and Jinglong Zhao
In switchback experiments, a firm sequentially exposes an experimental unit to a random treatment, measures its response, and repeats the procedure for several periods to determine which treatment leads to the best outcome. Although practitioners have widely adopted... View Details
Keywords: Switchback Experiments; Design; Analysis; Mathematical Methods
Citation
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Bojinov, Iavor I., David Simchi-Levi, and Jinglong Zhao. "Design and Analysis of Switchback Experiments." Harvard Business School Working Paper, No. 21-034, September 2020.
  • March 2018 (Revised September 2023)
  • Case

X: The Foghorn Decision

By: Robert S. Huckman, Karim R. Lakhani and Kyle R. Myers
In February 2016, Kathy Hannun—a project leader at X, Alphabet Inc.'s so-called "moonshot factory"—had to prepare a recommendation for the senior leadership of X regarding the future of Foghorn, a project she was leading to develop a carbon-neutral process for... View Details
Keywords: Innovation; R&D Project Management; Radical Innovation; Clean Technology; Innovation and Management; Technological Innovation; Energy; Research and Development; Projects; Management; Decision Choices and Conditions; Technology Industry; Energy Industry; Green Technology Industry; California
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Huckman, Robert S., Karim R. Lakhani, and Kyle R. Myers. "X: The Foghorn Decision." Harvard Business School Case 618-060, March 2018. (Revised September 2023.)
  • 2024
  • Working Paper

How Real Is Hypothetical?: A High-Stakes Test of the Allais Paradox

By: Uri Gneezy, Yoram Halevy, Brian Hall, Theo Offerman and Jeroen van de Ven
Researchers in behavioral and experimental economics often argue that only incentive-compatible mechanisms can elicit effort and truthful responses from participants. Others argue that participants make less-biased decisions when the stakes are sufficiently high.... View Details
Keywords: Research; Behavioral Finance; Economics; Behavior; Prejudice and Bias
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Gneezy, Uri, Yoram Halevy, Brian Hall, Theo Offerman, and Jeroen van de Ven. "How Real Is Hypothetical? A High-Stakes Test of the Allais Paradox." Harvard Business School Working Paper, No. 25-005, August 2024.
  • Article

Lean Strategy

By: David Collis
Strategy and entrepreneurship are often seen as polar opposites. Yet the two desperately need each other: strategy without entrepreneurship is central planning; entrepreneurship without strategy leads to chaos. The two approaches can be reconciled through the Lean... View Details
Keywords: Strategy Implementation; Strategy Alignment; Strategy; Entrepreneurship
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Collis, David. "Lean Strategy." Harvard Business Review 94, no. 3 (March 2016): 62–68.
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