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  • November 2021 (Revised December 2021)
  • Supplement

PittaRosso (B): Human and Machine Learning

By: Ayelet Israeli
This case supplements the "PittaRosso: Artificial Intelligence-Driven Pricing and Promotion" case, and provides major highlights on what happened at the company since the first case. View Details
Keywords: Artificial Intelligence; Pricing; Pricing Algorithm; Pricing Decisions; Pricing Strategy; Pricing Structure; Promotion; Promotions; Online Marketing; Data-driven Decision-making; Data-driven Management; Retail; Retail Analytics; Price; Advertising Campaigns; Analytics and Data Science; Analysis; Digital Marketing; Budgets and Budgeting; Marketing Strategy; Marketing; Transformation; Decision Making; AI and Machine Learning; Retail Industry; Italy
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Israeli, Ayelet. "PittaRosso (B): Human and Machine Learning." Harvard Business School Supplement 522-047, November 2021. (Revised December 2021.)
  • Web

Sample Student Projects - Institute For Strategy And Competitiveness

HBS ISC Resources Resources Video Courses Data Events & Presentations Frameworks News Publications Courses Sample Student Projects MOC Student Projects on Country & Cluster Competitiveness The competitive assessments listed on this page... View Details
  • October 2021 (Revised December 2021)
  • Case

Customer-Centric Design with Artificial Intelligence: Commonwealth Bank

By: Karim R. Lakhani, Yael Grushka-Cockayne, Jin Hyun Paik and Steven Randazzo
As Commonwealth Bank (CommBank) CEO Matt Comyn delivered the full financial year results in August 2021 over videoconference, it took less than two minutes for him to make his first mention of the organization's Customer Engagement Engine (CEE), the AI-driven customer... View Details
Keywords: Artificial Intelligence; Customer-centricity; Banks and Banking; Customer Focus and Relationships; Technological Innovation; Transformation; Organizational Change and Adaptation; Performance; AI and Machine Learning; Financial Services Industry; Australia
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Lakhani, Karim R., Yael Grushka-Cockayne, Jin Hyun Paik, and Steven Randazzo. "Customer-Centric Design with Artificial Intelligence: Commonwealth Bank." Harvard Business School Case 622-065, October 2021. (Revised December 2021.)

    Do Experts or Collective Intelligence Write with More Bias? Evidence from Encyclopædia Britannica and Wikipedia

    Organizations today can use both crowds and experts to produce knowledge. While prior work compares the accuracy of crowd-produced and expert-produced knowledge, we compare bias in these two models in the context of contested knowledge, which involves subjective,... View Details
    • Web

    U.S. Cluster Mapping Project - Institute For Strategy And Competitiveness

    of U.S. competitiveness are regional, and clusters are a central part of this framework. To fuel this region-based effort, the U.S. Cluster Mapping website offers statistical and visual View Details
    • Forthcoming
    • Article

    You've Got Mail! The Late 19th-Century U.S. Postal Service Expansion, Firm Creation, and Firm Performance

    By: Astrid Marinoni and Maria P. Roche
    This paper examines the impact of the expansion of the US Postal Service in the late 19th century on firm creation and performance. Utilizing newly digitized archival data on historic business establishments, post office locations, and road networks in California,... View Details
    Keywords: Institutional Innovation; Knowledge Exchange; US Postal Service; Firm Performance; Infrastructure; Expansion; Government Administration; Communication; Business History; Entrepreneurship; Public Administration Industry; California
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    Marinoni, Astrid, and Maria P. Roche. "You've Got Mail! The Late 19th-Century U.S. Postal Service Expansion, Firm Creation, and Firm Performance." Management Science (forthcoming). (Pre-published online January 15, 2025.)
    • 2020
    • Working Paper

    Why Do Firms Automate Production, and How Do They Adjust? Evidence from the Bell Telephone System over the 20th Century

    By: Daniel P. Gross and James J. Feigenbaum
    Over the course of the 20th century, AT&T's operating companies replaced telephone operators with mechanical switching and dial telephones. Yet it took AT&T 30 years from the invention of the technology to begin using it, and another 60 years to finish installing it... View Details
    Keywords: Employment; Labor; Technology Adoption; Technology Networks; History; Telecommunications Industry; United States
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    Gross, Daniel P., and James J. Feigenbaum. "Why Do Firms Automate Production, and How Do They Adjust? Evidence from the Bell Telephone System over the 20th Century." Working Paper, May 2020.
    • 11 Apr 2023
    • Research & Ideas

    Is Amazon a Retailer, a Tech Firm, or a Media Company? How AI Can Help Investors Decide

    estate company—they have a lot of buildings,” says MarcAntonio Awada, head of research and data science at the Digital, Data, and Design Institute at Harvard (D^3). For an... View Details
    Keywords: by Danielle Kost; Consumer Products; Real Estate; Financial Services; Retail
    • September–October 2024
    • Article

    Working Around the Clock: Temporal Distance, Intrafirm Communication, and Time Shifting of the Employee Workday

    By: Jasmina Chauvin, Prithwiraj Choudhury and Tommy Pan Fang
    This paper examines the effects of temporal distance generated by time zone separation on communication in geographically distributed organizations. We build on prior research, which highlights time zone separation as a significant challenge, but argue that employees... View Details
    Keywords: Communication; Employees; Behavior; Equality and Inequality
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    Chauvin, Jasmina, Prithwiraj Choudhury, and Tommy Pan Fang. "Working Around the Clock: Temporal Distance, Intrafirm Communication, and Time Shifting of the Employee Workday." Organization Science 35, no. 5 (September–October 2024): 1660–1681.
    • April 2010
    • Article

    Endowments, Fiscal Federalism, and the Cost of Capital for States: Evidence from Brazil, 1891-1930

    By: Andre C. Martinez Fritscher and Aldo Musacchio
    There is a large literature looking at the determinants of country risk (defined as the difference between the yield of a sovereign's bonds and the risk-free rate). In this paper, we contribute to the discussion by arguing that an important explanatory factor is the... View Details
    Keywords: Bonds; Performance Capacity; Taxation; Revenue; Governance; Geographic Location; Trade; Price; Cost of Capital; Risk and Uncertainty; Public Administration Industry; Brazil
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    Martinez Fritscher, Andre C., and Aldo Musacchio. "Endowments, Fiscal Federalism, and the Cost of Capital for States: Evidence from Brazil, 1891-1930." Financial History Review 17, no. 1 (April 2010). (Winner of the Gerry Feldman Young Scholar Prize for the best paper of (a) young scholar(s) of the European Association of Banking and Financial History, 2010-2011.)

      GUINNANE, T.; MARTÍNEZ-RODRÍGUEZ, S. (2018) “Choice of Enterprise Form: Spain, 1886-1936.” Journal of Law, Economics, and Organization, 34(1), 1-26.

      Every new firm selects a legal form. Organizing as a corporation, a limited company, or a partnership shapes the firm’s access to capital markets, its governance arrangements and tax liabilities, and its treatment in bankruptcy. We use multinomial choice models... View Details
      • 24 Feb 2020
      • Research & Ideas

      The Hidden Vulnerabilities of Open Source Software

      million, of secure web servers on the internet and allowed numerous data breaches, including the theft of 4.5 million medical records from a large hospital chain. In response to Heartbleed, the Linux... View Details
      Keywords: by Frank Nagle and Jenny Hoffman; Computer
      • 06 Mar 2006
      • Research & Ideas

      Winners and Losers at the Olympics

      cable channels were aimed at ardent fans who wanted live, beginning-to-end, daytime coverage, from cross-country ski races to early rounds of the hockey tournament. And then there were the real fanatic fans View Details
      Keywords: Re: Stephen A. Greyser; Consumer Products; Entertainment & Recreation; Sports
      • 05 Sep 2017
      • News

      Narrow Networks On The Health Insurance Marketplaces: Prevalence, Pricing, And The Cost Of Network Breadth

      • July 2021
      • Article

      Structuring Local Environments to Avoid Diversity: Anxiety Drives Whites' Geographical and Institutional Self-Segregation Preferences

      By: Eric Anicich, Jon M. Jachimowicz, Merrick Osborne and L. Taylor Phillips
      The current research explores how local racial diversity affects Whites’ efforts to structure their local communities to avoid incidental intergroup contact. In two experimental studies (N=509; Studies 1a-b), we consider Whites’ choices to structure a fictional,... View Details
      Keywords: Segregration; Structural/institutional Racism; Organizational Exclusion; Diversity; Race; Organizations; Local Range; Prejudice and Bias
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      Anicich, Eric, Jon M. Jachimowicz, Merrick Osborne, and L. Taylor Phillips. "Structuring Local Environments to Avoid Diversity: Anxiety Drives Whites' Geographical and Institutional Self-Segregation Preferences." Art. 104117. Journal of Experimental Social Psychology 95 (July 2021).
      • 19 May 2008
      • Research & Ideas

      Connecting School Ties and Stock Recommendations

      individuals' charitable giving in the United States. Further, unlike corporate boards where directors are appointed and leave, school attended is a network that doesn't change over a person's life (after graduation). In addition, a... View Details
      Keywords: by Martha Lagace; Financial Services
      • Web

      Course History - Institute For Strategy And Competitiveness

      HBS ISC Resources Resources Video Courses Data Events & Presentations Frameworks News Publications Courses Course History Course History In keeping with the mission of Harvard Business School—to educate leaders who make a difference in... View Details
      • 28 Feb 2013
      • Working Paper Summaries

      Do Display Ads Influence Search? Attribution and Dynamics in Online Advertising

      Keywords: by Pavel Kireyev, Koen Pauwels & Sunil Gupta; Advertising
      • 13 Dec 2021
      • News

      The Unlikely Upside of Mergers: More Diverse Management Teams

      • 24 Apr 2018
      • First Look

      First Look at New Research and Ideas, April 24, 2018

      fulfillment that uses centralized inventory management. We ask whether, and if so, how, showrooms benefit the two most basic retail objectives: demand generation and operational efficiency. Using... View Details
      Keywords: Sean Silverthorne
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