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Show Results For
- All HBS Web
(3,381)
- People (38)
- News (623)
- Research (1,887)
- Events (27)
- Multimedia (201)
- Faculty Publications (1,404)
- November 2007
- Article
Measuring Consumer and Competitive Impact with Elasticity Decompositions
Marketing investments are designed to change consumer behavior in ways that help goods compete in the marketplace. Previous research has focused on using elasticity decompositions to measure how these investments affect either consumer decision making or competing... View Details
Keywords: Decision Choices and Conditions; Investment Return; Marketing Strategy; Consumer Behavior; Measurement and Metrics; Mathematical Methods; Competitive Advantage
Steenburgh, Thomas J. "Measuring Consumer and Competitive Impact with Elasticity Decompositions." Journal of Marketing Research (JMR) 44, no. 4 (November 2007): 636–646.
- 2016
- Other Teaching and Training Material
Organizational Behavior Reading: Decision Making
By: Francesca Gino, Max Bazerman and Katherine Shonk
This Reading argues that decision making is systematically flawed and introduces methods to improve decision-making effectiveness. The Essential Reading section covers the rational decision-making model and three important ideas that challenge it: Herbert Simon's... View Details
Gino, Francesca, Max Bazerman, and Katherine Shonk. "Organizational Behavior Reading: Decision Making." Core Curriculum Readings Series. Boston, MA: Harvard Business Publishing 8383, 2016. Electronic.
- September 1992 (Revised March 1997)
- Case
Summit Distributors (A)
By: William J. Bruns Jr. and Amy P. Hutton
Summit Distributors was in danger of violating loan covenants because of slow economic activity and forecasted losses and was faced with a choice. Changing the inventory valuation method from LIFO to FIFO would avoid default but would require higher future income... View Details
Keywords: Taxation; Cost Accounting; Cash Flow; Interest Rates; Economic Systems; Borrowing and Debt; Financial Statements; Valuation; Accounting Audits; Financing and Loans; Accounting Industry; Legal Services Industry
Bruns, William J., Jr., and Amy P. Hutton. "Summit Distributors (A)." Harvard Business School Case 193-053, September 1992. (Revised March 1997.)
- January 1989 (Revised October 1993)
- Background Note
Note: Valuing a Business Acquisition Opportunity
Describes how to value an acquisition opportunity as a capital budgeting problem. Cash flows are discounted at the cost of capital and debt is deducted to value the equity capital of the target company. A key contribution of the note is the discussion of five methods... View Details
Fruhan, William E., Jr. "Note: Valuing a Business Acquisition Opportunity." Harvard Business School Background Note 289-039, January 1989. (Revised October 1993.)
- 12 PM – 1 PM EDT, 09 Jul 2025
- Virtual Programming
Networking Isn't Guesswork-It's Science
If you are one of the many people who dread networking, find it awkward, or maybe just want to network smarter, join us for this interactive HBS alumni networking workshop. We will discuss the benefits of applying the scientific method to networking. This framework ... View Details
- Article
International Data on Measuring Management Practices
By: Nicholas Bloom, Renata Lemos, Raffaella Sadun, Daniela Scur and John Van Reenen
We examine methods used to survey firms on their management and organizational practices. We contrast the strengths and weaknesses of "open-ended questions" (e.g., World Management Survey) with "closed questions" (e.g., Management and Organizational Practices Surveys).... View Details
Bloom, Nicholas, Renata Lemos, Raffaella Sadun, Daniela Scur, and John Van Reenen. "International Data on Measuring Management Practices." American Economic Review: Papers and Proceedings 106, no. 5 (May 2016): 152–156.
- January 1996 (Revised July 1996)
- Case
Rabobank Nederland
By: Kenneth A. Merchant and Robert S. Kaplan
Describes the account manager's role and the history of one credit application. The purpose is to evaluate various methods the bank uses to influence account managers' behaviors. Also describes some alternatives being considered to improve the information systems used... View Details
Keywords: Financial Management; Managerial Roles; Accounting; Information Management; Banks and Banking; Power and Influence; Banking Industry; Netherlands
Merchant, Kenneth A., and Robert S. Kaplan. "Rabobank Nederland." Harvard Business School Case 196-119, January 1996. (Revised July 1996.)
- 2019
- Working Paper
Machine Learning Approaches to Facial and Text Analysis: Discovering CEO Oral Communication Styles
By: Prithwiraj Choudhury, Dan Wang, Natalie A. Carlson and Tarun Khanna
We demonstrate how a novel synthesis of three methods—(1) unsupervised topic modeling of text data to generate new measures of textual variance, (2) sentiment analysis of text data, and (3) supervised ML coding of facial images with a cutting-edge convolutional neural... View Details
Choudhury, Prithwiraj, Dan Wang, Natalie A. Carlson, and Tarun Khanna. "Machine Learning Approaches to Facial and Text Analysis: Discovering CEO Oral Communication Styles." Harvard Business School Working Paper, No. 18-064, January 2018. (Revised May 2019.)
Aticus Peterson
Aticus Peterson (apeterson@hbs.edu) is a PhD candidate in the Strategy Unit at Harvard Business School. His research focuses on how entrepreneurs and investors can... View Details
- January 2017 (Revised March 2017)
- Case
IBM Transforming, 2012–2016: Ginni Rometty Steers Watson
By: Rosabeth Moss Kanter and Jonathan Cohen
To transform IBM for the next technology wave, Ginni Rometty, who became CEO in 2012, led divestment of declining businesses, made acquisitions in digital innovation and cloud computing, formed partnerships with former competitors such as Apple and tech startups, and... View Details
Keywords: Digital; Technological Change; Artificial Intelligence; Data; IBM; Watson; Internet Of Things; Innovation and Invention; Management; Sales; Information Technology; Technological Innovation; Transformation; AI and Machine Learning
Kanter, Rosabeth Moss, and Jonathan Cohen. "IBM Transforming, 2012–2016: Ginni Rometty Steers Watson." Harvard Business School Case 317-046, January 2017. (Revised March 2017.)
- Research Summary
Mobile web advertising: maximum entropy banner allocation
The worldwide mobile advertising market, currently $3 billion in size, is expected to grow to $20 billion by 2011. Online and mobile advertising employs two main pricing models: pay-per-click (CPC) and pay-per-impression (CPM). To date, most of the... View Details
- August 2023
- Article
Explaining Machine Learning Models with Interactive Natural Language Conversations Using TalkToModel
By: Dylan Slack, Satyapriya Krishna, Himabindu Lakkaraju and Sameer Singh
Practitioners increasingly use machine learning (ML) models, yet models have become more complex and harder to understand. To understand complex models, researchers have proposed techniques to explain model predictions. However, practitioners struggle to use... View Details
Slack, Dylan, Satyapriya Krishna, Himabindu Lakkaraju, and Sameer Singh. "Explaining Machine Learning Models with Interactive Natural Language Conversations Using TalkToModel." Nature Machine Intelligence 5, no. 8 (August 2023): 873–883.
- 2017
- Article
Computer Vision Uncovers Predictors of Physical Urban Change
By: Nikhil Naik, Scott Duke Kominers, Ramesh Raskar, Edward L. Glaeser and César A. Hidalgo
Which neighborhoods experience physical improvements? In this paper, we introduce a computer vision method to measure changes in the physical appearances of neighborhoods from time-series street-level imagery. We connect changes in the physical appearance of five U.S.... View Details
Keywords: Urban Economics; Gentrification; Urban Studies; Computer Vision; Nieghborhood Effects; Urban Development; Situation or Environment; Demographics; Economics; Change
Naik, Nikhil, Scott Duke Kominers, Ramesh Raskar, Edward L. Glaeser, and César A. Hidalgo. "Computer Vision Uncovers Predictors of Physical Urban Change." Proceedings of the National Academy of Sciences 114, no. 29 (July 18, 2017).
- March 2024
- Case
Ava DuVernay's Array: Disrupting the Hollywood Film Industry
By: Anita Elberse and Morgan Brewton-Johnson
In February 2023 acclaimed filmmaker Ava DuVernay is filming her latest movie, Origin, a daring adaptation of Isabel Wilkerson’s book Caste: The Origins of Our Discontents. With Origin, DuVernay is pioneering a method to finance the endeavor—through a combination of... View Details
Keywords: Financing and Loans; Intellectual Property; Philanthropy and Charitable Giving; Disruption; Motion Pictures and Video Industry
Elberse, Anita, and Morgan Brewton-Johnson. "Ava DuVernay's Array: Disrupting the Hollywood Film Industry." Harvard Business School Case 524-071, March 2024.
- Research Summary
Entrepreneurial Management: Customer Discovery and Business Development
This research focuses on: (a) market research methods and tactics suitable to startups seeking their initial customers and validation of their initial business model; (b) guidelines for conducting visits with potential customers as part of the startup ptrocess; and (c)... View Details
- November 2018 (Revised December 2020)
- Technical Note
Initial Coin Offerings in 2018
By: Jeffrey J. Bussgang, Ramana Nanda, Robert F. White and Nathaniel Schwalb
In 2018, Initial Coin Offerings (ICOs) were an emerging fundraising method for blockchain-based projects. As the ecosystem grew, there were many open questions on regulation, pricing, and even which projects were a good fit for blockchain. However, there was already... View Details
Keywords: Blockchain; Initial Coin Offerings; ICO; Decentralization; Networks; Protocols; Entrepreneurship; Project Finance
Bussgang, Jeffrey J., Ramana Nanda, Robert F. White, and Nathaniel Schwalb. "Initial Coin Offerings in 2018." Harvard Business School Technical Note 819-057, November 2018. (Revised December 2020.)
- February 2016
- Case
Express Scripts: Promoting Prescription Drug Home Delivery (A)
By: John Beshears, Patrick Rooney and Jenny Sanford
The pharmacy benefit manager (PBM) sector processes prescription drug claims on behalf of companies that offer a prescription drug benefit to their employees. This case follows Bob Nease, Chief Scientist at Express Scripts, as he considers methods to promote home... View Details
Keywords: Pharmaceuticals; Prescription Drugs; Pharmacy Benefit Manager; PBM; Healthcare; Behavioral Economics; Choice Architecture; Active Choice; Service Delivery; Decision Choices and Conditions; Health Care and Treatment; Order Taking and Fulfillment; Compensation and Benefits; Pharmaceutical Industry
Beshears, John, Patrick Rooney, and Jenny Sanford. "Express Scripts: Promoting Prescription Drug Home Delivery (A)." Harvard Business School Case 916-026, February 2016.
- September 1986 (Revised February 1991)
- Case
Graves Industries, Inc. (C): Consumer Hardware Division
Describes events occurring over a three-year period in a division of Graves Industries. The division is being squeezed for profit, and managers in the division get involved in some fraudulent financial reporting schemes involving revenues and capitalization of... View Details
Merchant, Kenneth A. "Graves Industries, Inc. (C): Consumer Hardware Division." Harvard Business School Case 187-047, September 1986. (Revised February 1991.)
- October 1981 (Revised June 1985)
- Case
Walton Instruments Manufacturing--1980
Provides an opportunity for students to examine the impact of different manufacturing control methods on the manufacturing infrastructure. Information flow, inventory control, quality control and process flows interact and different trade-offs are examined. Introduces... View Details
Jaikumar, Ramchandran. "Walton Instruments Manufacturing--1980." Harvard Business School Case 682-027, October 1981. (Revised June 1985.)