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Show Results For
- All HBS Web
(7,244)
- People (8)
- News (1,270)
- Research (5,437)
- Events (20)
- Multimedia (13)
- Faculty Publications (4,569)
- July 2022
- Supplement
Solution for E-Commerce Analytics for CPG Firms (A): Estimating Sales
By: Ayelet Israeli
Keywords: Data Analysis; Data Analytics; CPG; Consumer Packaged Goods (CPG); Estimation; Online Channel; Retail Analytics; Retail; Retailing Industry; Data; Data Sharing; Bricks And Mortar; Ecommerce; Analytics and Data Science; Analysis; Sales; Goods and Commodities; Retail Industry; Consumer Products Industry; United States
- 2021
- Chapter
Towards a Unified Framework for Fair and Stable Graph Representation Learning
By: Chirag Agarwal, Himabindu Lakkaraju and Marinka Zitnik
As the representations output by Graph Neural Networks (GNNs) are increasingly employed in real-world applications, it becomes important to ensure that these representations are fair and stable. In this work, we establish a key connection between counterfactual... View Details
Agarwal, Chirag, Himabindu Lakkaraju, and Marinka Zitnik. "Towards a Unified Framework for Fair and Stable Graph Representation Learning." In Proceedings of the 37th Conference on Uncertainty in Artificial Intelligence, edited by Cassio de Campos and Marloes H. Maathuis, 2114–2124. AUAI Press, 2021.
- January 2021 (Revised March 2021)
- Exercise
E-Commerce Analytics for CPG Firms (C): Free Delivery Terms
By: Ayelet Israeli and Fedor (Ted) Lisitsyn
The E-Commerce Analytics group at the traditional CPG firm was in charge of compiling various online sales reports, as well as making data-driven recommendations for sales and marketing tactics. In a series of exercises, students address different data challenges for... View Details
Keywords: Data; Data Analysis; Data Analytics; Data Sharing; CPG; Consumer Packaged Goods (CPG); Delivery Planning; Customer Lifetime Value; Online Channel; Retail; Retail Analytics; Retailing Industry; Ecommerce; Grocery; Grocery Delivery; Margins; Analytics and Data Science; Retention; E-commerce; Retail Industry; Consumer Products Industry; United States
Israeli, Ayelet, and Fedor (Ted) Lisitsyn. "E-Commerce Analytics for CPG Firms (C): Free Delivery Terms." Harvard Business School Exercise 521-080, January 2021. (Revised March 2021.)
- January 2021 (Revised March 2021)
- Supplement
E-Commerce Analytics for CPG Firms (A): Estimating Sales
By: Ayelet Israeli and Fedor (Ted) Lisitsyn
The E-Commerce Analytics group at the traditional CPG firm was in charge of compiling various online sales reports, as well as making data-driven recommendations for sales and marketing tactics. In a series of exercises, students address different data challenges for... View Details
Keywords: Data Analysis; Data Analytics; CPG; Consumer Packaged Goods (CPG); Estimation; Online Channel; Retail Analytics; Retail; Retailing Industry; Data; Data Sharing; Bricks And Mortar; Ecommerce; Analytics and Data Science; Analysis; Sales; Goods and Commodities; Retail Industry; Consumer Products Industry; United States
- November 2019
- Article
How Do Sales Efforts Pay Off? Dynamic Panel Data Analysis in the Nerlove-Arrow Framework
By: Doug J. Chung, Byungyeon Kim and Byoung G. Park
This paper evaluates the short- and long-term value of sales representatives’ detailing visits to different types of physicians. By understanding the dynamic effect of sales calls across heterogeneous physicians, we provide guidance on the design of optimal call... View Details
Keywords: Nerlove-Arrow Framework; Stock-of-goodwill; Dynamic Panel Data; Serial Correlation; Instrumental Variables; Sales Effectiveness; Detailing; Analytics and Data Science; Sales; Analysis; Performance Effectiveness; Pharmaceutical Industry
Chung, Doug J., Byungyeon Kim, and Byoung G. Park. "How Do Sales Efforts Pay Off? Dynamic Panel Data Analysis in the Nerlove-Arrow Framework." Management Science 65, no. 11 (November 2019): 5197–5218.
- Article
Friends or Foes? Examining Platform Owners' Entry into Complementors' Spaces
By: Feng Zhu
As platform owners continue to expand their ecosystems, many of them have started to provide consumers with their own complementary applications. These moves position the platform owners as direct competitors to their complementors. This paper surveys empirical studies... View Details
Zhu, Feng. "Friends or Foes? Examining Platform Owners' Entry into Complementors' Spaces." Special Issue on Platforms. Journal of Economics & Management Strategy 28, no. 1 (Spring 2019): 23–28.
- Article
Search-Based Peer Firms: Aggregating Investor Perceptions Through Internet Co-Searches
By: Charles M.C. Lee, Paul Ma and Charles C.Y. Wang
Applying a "co-search" algorithm to Internet traffic at the SEC's EDGAR website, we develop a novel method for identifying economically-related peer firms and for measuring their relative importance. Our results show that firms appearing in chronologically adjacent... View Details
Keywords: Peer Firm; EDGAR Search Traffic; Revealed Preference; Co-search; Industry Classification; Perception; Internet and the Web; Investment
Lee, Charles M.C., Paul Ma, and Charles C.Y. Wang. "Search-Based Peer Firms: Aggregating Investor Perceptions Through Internet Co-Searches." Journal of Financial Economics 116, no. 2 (May 2015): 410–431.
- 2014
- Working Paper
Hidden Structure: Using Network Methods to Map System Architecture
By: Carliss Baldwin, Alan MacCormack and John Rusnak
In this paper, we describe an operational methodology for characterising the architecture of complex technical systems and demonstrate its application to a large sample of software releases. Our methodology is based upon directed network graphs, which allows us to... View Details
Baldwin, Carliss, Alan MacCormack, and John Rusnak. "Hidden Structure: Using Network Methods to Map System Architecture." Harvard Business School Working Paper, No. 13-093, May 2013. (Revised April 2014.)
- February 2011
- Supplement
Dataset for "Slots, Tables, and All That Jazz: Managing Customer Profitability at the MGM Grand Hotel" (CW)
By: Dennis Campbell and Francisco de Asis Martinez-Jerez
Datasets of gaming and hotel customers to perform analysis for the case. View Details
- August 2001 (Revised January 2002)
- Case
Votia Empowerment AB (A)
The founder of a Swedish company specializing in e-democracy examines the economics of her business and the value proposition it delivers to customers, including municipalities, unions, and companies. View Details
Hallowell, Roger H., and Cate Reavis. "Votia Empowerment AB (A)." Harvard Business School Case 802-002, August 2001. (Revised January 2002.)
- June 1999 (Revised May 2000)
- Exercise
Working with your "Shadow Partner" in the healthcare industry (A)
By: Richard L. Nolan
Intended to introduce individuals to search engines and databases on the Internet, in particular those that are available to HBS. This exercise is a more difficult version of Working with Your "Shadow Partner" and is intended for those with some previous Internet... View Details
Nolan, Richard L. Working with your "Shadow Partner" in the healthcare industry (A). Harvard Business School Exercise 399-177, June 1999. (Revised May 2000.)
- 2005
- Book
Perspectives on Free and Open Source Software
By: Joe Feller, Brian Fitzgerald, Scott Hissam and Karim R. Lakhani
Feller, Joe, Brian Fitzgerald, Scott Hissam and Karim R. Lakhani, eds. Perspectives on Free and Open Source Software. Cambridge: MIT Press, 2005.
- 1 Apr 2005 - 4 Apr 2005
- Conference Presentation
Exploring the Structure of Complex Software Designs: An Empirical Study of Open Source and Proprietary Code
By: Alan MacCormack
- 5 Nov 2005 - 8 Nov 2005
- Conference Presentation
Exploring the Architecture of Complex Software Products
By: Alan MacCormack
- 2005
- Book
The Broadband Explosion: Leading Thinkers on the Promise of a Truly Interactive World
By: Robert D. Austin and Stephen P. Bradley
Austin, Robert D. and Stephen P. Bradley, eds. The Broadband Explosion: Leading Thinkers on the Promise of a Truly Interactive World. Boston: Harvard Business School Press, 2005.
- 2004
- Book
Silicon and the State: French Innovation Policy in the Internet Age
By: Gunnar Trumbull
Trumbull, Gunnar. Silicon and the State: French Innovation Policy in the Internet Age. Washington, D.C.: Brookings Institution Press, 2004.
- 01 Feb 2016
- News
Amy Kadomatsu: Making A Difference
- February 2002 (Revised April 2011)
- Case
The Future of Hybrid Electric Vehicles
By: John T. Gourville, Alice Tzou and David Lane
Set in 2002, this case looks at the potential for hybrid electric vehicles in the United States. Looks at the pressures on the automotive industry to produce a commercially viable, environmentally friendly vehicle and the consumer behavior surrounding purchase of those... View Details
Keywords: Technological Innovation; Marketing Strategy; Consumer Behavior; Environmental Sustainability; Technology Adoption; Auto Industry; United States
Gourville, John T., Alice Tzou, and David Lane. "The Future of Hybrid Electric Vehicles." Harvard Business School Case 502-025, February 2002. (Revised April 2011.)
- 01 Dec 2017
- News
@Soldiers Field
Last month, health care executives and clinicians gathered to brainstorm strategies for navigating payment reform for providers, payers, and pharma. Speakers included HBS faculty Leemore Dafny and Robert Huckman, as well as Harvard Pilgrim Health Care Chief Medical... View Details
- June 2025
- Case
AI Wars in 2025
By: Andy Wu and Anna Yang
In June 2025, Google leaders in Mountain View, CA convened after its parent company Alphabet shed a quarter-trillion in market capitalization in a matter of months. The immediate spark—the quiet revelation that Google searches had dipped for the first time in 20... View Details