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  • All HBS Web  (2,957)
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    • News  (709)
    • Research  (1,690)
    • Events  (15)
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  • 2013
  • Working Paper

Span of Control and Span of Attention

By: Oriana Bandiera, Andrea Prat, Raffaella Sadun and Julie Wulf
Using novel data on CEO time use, we document the relationship between the size and composition of the executive team and the attention of the CEO. We combine information about CEO span of control for a sample of 65 companies with detailed data on how CEOs allocate... View Details
Keywords: Conferences; Analytics and Data Science; Leadership Style; Management Style; Managerial Roles; Time Management; Planning
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Bandiera, Oriana, Andrea Prat, Raffaella Sadun, and Julie Wulf. "Span of Control and Span of Attention." Harvard Business School Working Paper, No. 12-053, December 2011. (Revised April 2014.)
  • 2014
  • Article

Attentional Rhythm: A Temporal Analogue of Object-Based Attention

By: Julian De Freitas, Brandon Liverence and Brian J. Scholl
The underlying units of attention are often discrete visual objects. Perhaps the clearest form of evidence for this is the same-object advantage: Following a spatial cue, responses are faster to probes occurring on the same object than they are to probes occurring on... View Details
Keywords: Object-based Attention; Rhythm; Music Perception; Auditory Perception
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De Freitas, Julian, Brandon Liverence, and Brian J. Scholl. "Attentional Rhythm: A Temporal Analogue of Object-Based Attention." Journal of Experimental Psychology: General 143, no. 1 (February 2014): 71–76.
  • 2023
  • Working Paper

Channeled Attention and Stable Errors

By: Tristan Gagnon-Bartsch, Matthew Rabin and Joshua Schwartzstein
We develop a framework for assessing when somebody will eventually notice that she has a misspecified model of the world, premised on the idea that she neglects information that she deems—through the lens of her misconceptions—to be irrelevant. In doing so, we... View Details
Keywords: Attentional Stability; Cognition and Thinking; Attitudes; Information; Theory
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Gagnon-Bartsch, Tristan, Matthew Rabin, and Joshua Schwartzstein. "Channeled Attention and Stable Errors." Working Paper, August 2023. (Revise and Resubmit, Quarterly Journal of Economics.)
  • November 2010 (Revised December 2015)
  • Background Note

Spans of Control and Accountability

By: Eugene F. Soltes
Overview of Spans of Control and Accountability. View Details
Keywords: Organizational Design
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Soltes, Eugene F. "Spans of Control and Accountability." Harvard Business School Background Note 111-066, November 2010. (Revised December 2015.)
  • 2013
  • Working Paper

Asset Price Dynamics with Limited Attention

By: Mark Seasholes, Terrence Hendershott, Sunny X. Li and Albert J. Menkveld
This paper studies the role that limited attention and inefficient risk sharing play in stock price deviations from the efficient prices at horizons from one day to one month. We expand the Due (2010) slow-moving capital model to analyze multiple groups of investors... View Details
Keywords: Transitory Volatility; Limited Attention; Individuals; Market Makers; Asset Pricing; Financial Markets; Volatility
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Seasholes, Mark, Terrence Hendershott, Sunny X. Li, and Albert J. Menkveld. "Asset Price Dynamics with Limited Attention." Working Paper, November 2013. (2nd round at the Journal of Finance.)
  • Sep 2007 - 2007
  • Conference Presentation

Antecedents of Boundary Spanning in Cross-functional NPD Teams

By: James R. Dillon, Shikhar Sarin and Amy C. Edmondson
Boundary spanning has been shown in prior research to enhance innovativeness and performance of product development teams. In this study, we examine team conditions that foster boundary spanning behavior. We analyze survey data from 207 members of 54 cross-functional... View Details
Keywords: Product Development; Innovation and Invention; Groups and Teams; Behavior; Performance Improvement; Boundaries; Leadership Style; Product; Complexity; Integration; Power and Influence
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Dillon, James R., Shikhar Sarin, and Amy C. Edmondson. "Antecedents of Boundary Spanning in Cross-functional NPD Teams." Paper presented at the Product Development and Management Association Annual Global Conference on Product Innovation Management, Orlando, FL, September 2007.
  • 2021
  • Working Paper

Public Disclosure of Private Meetings: Does Observing Peers' Information Acquisition Affect Analysts' Attention Allocation?

By: Yi Ru, Ronghuo Zheng and Yuan Zou
We investigate the impact of observing peers’ information acquisition on financial analysts’ attention allocation. Using the timely disclosure mandate by the Shenzhen Stock Exchange as a setting, we find that, when analysts can observe that a firm is visited by other... View Details
Keywords: Attention Allocation; Informational Efficiency; Corporate Site Visits; Externalities; Information; Acquisition; Corporate Disclosure; Outcome or Result
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Ru, Yi, Ronghuo Zheng, and Yuan Zou. "Public Disclosure of Private Meetings: Does Observing Peers' Information Acquisition Affect Analysts' Attention Allocation?" Harvard Business School Working Paper, No. 22-064, July 2021.
  • 2016
  • Working Paper

The Empirical Economics of Online Attention

By: Andre Boik, Shane Greenstein and Jeffrey Prince
In several markets, firms compete not for consumer expenditure but instead for consumer attention. We model and characterize how households allocate their scarce attention in arguably the largest market for attention: the Internet. Our characterization of household... View Details
Keywords: Internet and the Web; Competition; Behavior; Resource Allocation; Household; Cognition and Thinking
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Boik, Andre, Shane Greenstein, and Jeffrey Prince. "The Empirical Economics of Online Attention." NBER Working Paper Series, No. 22427, July 2016.
  • 24 Jun 2013
  • Working Paper Summaries

The Entrepreneurial Gap: How Managers Adjust Span of Accountability and Span of Control to Implement Business Strategy

Keywords: by Robert L. Simons
  • Research Summary

Advertising and the Economics of Attention

Using novel technologies, such as eye- and face-tracking, to gauge attentional and emotional (facial) reactions to advertising, Professor Teixeira studies how advertising effectiveness can be optimized. Through complex statistical models of consumer response, he... View Details
  • 17 Aug 2016
  • Working Paper Summaries

The Empirical Economics of Online Attention

Keywords: by Andre Boik, Shane Greenstein, and Jeffrey Prince; Media & Broadcasting
  • 2012
  • Conference Presentation

Attentional Rhythm: A Temporal Analogue of Object-based Attention

By: J. De Freitas, B. Liverence and B. J. Scholl
Citation
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De Freitas, J., B. Liverence, and B. J. Scholl. "Attentional Rhythm: A Temporal Analogue of Object-based Attention." Paper presented at the Annual Meeting of the Vision Sciences Society, Naples, FL, 2012.
  • September 2016 (Revised January 2018)
  • Module Note

Strategy Execution Module 4: Organizing for Performance

By: Robert Simons
This module reading explores the implications of different business models on organization design. After discussing the distinction between units focused on work processes and those devoted to markets, the analysis provides insight as to when to organize businesses by... View Details
Keywords: Management Control Systems; Implementing Strategy; Execution; Customer Focused Organization; Specialization; Span Of Control; Span Of Accountability; Span Of Attention; Strategy; Organizational Design; Organizational Structure
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Simons, Robert. "Strategy Execution Module 4: Organizing for Performance." Harvard Business School Module Note 117-104, September 2016. (Revised January 2018.)
  • March 1981
  • Article

Characteristics and External Orientation of Boundary Spanning Individuals

By: Michael Tushman and Thomas Scanlan
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Tushman, Michael, and Thomas Scanlan. "Characteristics and External Orientation of Boundary Spanning Individuals." Academy of Management Journal 24, no. 1 (March 1981): 83–98.
  • Research Summary

Selective Attention and Learning

By: Joshua R. Schwartzstein

What do we notice, and how does this affect what we learn? Standard economic models of learning ignore memory by assuming that we remember everything. But there is growing recognition that memory is imperfect. Further, memory imperfections do not stem from limited... View Details

  • 1 Nov 2013
  • Conference Presentation

The Entrepreneurial Gap: How Managers Adjust Span of Accountability and Span of Control to Implement Business Strategy

By: Robert L. Simons
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Simons, Robert L. "The Entrepreneurial Gap: How Managers Adjust Span of Accountability and Span of Control to Implement Business Strategy." Paper presented at the All-Island Innovation Conference, Queen's University, Belfast, Northern Ireland, November 1, 2013.
  • Research Summary

Attention Arousal Through Price Partitioning

Existing evidence suggests that preferences are affected by whether a price is presented as one all-inclusive expense or partitioned into a set of mandatory charges. To explain this phenomenon, we introduce a new mechanism whereby price partitioning affects a consumers... View Details
  • 26 Apr 2020
  • Other Presentation

Towards Modeling the Variability of Human Attention

By: Kuno Kim, Megumi Sano, Julian De Freitas, Daniel Yamins and Nick Haber
Children exhibit extraordinary exploratory behaviors hypothesized to contribute to the building of models of their world. Harnessing this capacity in artificial systems promises not only more flexible technology but also cognitive models of the developmental processes... View Details
Keywords: Exploratory Learning Behaviors; Modeling; Artificial Intelligence; AI and Machine Learning
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Kim, Kuno, Megumi Sano, Julian De Freitas, Daniel Yamins, and Nick Haber. "Towards Modeling the Variability of Human Attention." In Bridging AI and Cognitive Science (BAICS) Workshop. 8th International Conference on Learning Representations (ICLR), April 26, 2020.
  • 2020
  • Conference Presentation

Towards Modeling the Developmental Variability of Human Attention

By: K-H Kim, M. Sano, J. De Freitas, N. Haber and D. L. K. Yamins
Citation
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Kim, K-H, M. Sano, J. De Freitas, N. Haber, and D. L. K. Yamins. "Towards Modeling the Developmental Variability of Human Attention." Paper presented at the 8th International Conference on Learning Representations (ICLR), Addis Ababa, Ethiopia, 2020.
  • 13 Jun 2014
  • Op-Ed

World Cup Soccer: 770 Billion Minutes of Attention

The 2014 FIFA World Cup in Brazil is expected to attract the attention of 3.2 billion people worldwide. During one month, 32 teams will vie for the trophy of best football... View Details
Keywords: by Thales Teixeira; Sports
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