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  • All HBS Web  (1,032)
    • People  (1)
    • News  (173)
    • Research  (736)
    • Events  (6)
    • Multimedia  (3)
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  • June 2013 (Revised August 2017)
  • Case

Coupa

By: Michael Roberts and William Sahlman
The case describes the growth of Coupa, a software as a service platform for procurement / expense management. The issues in the case are around how fast to grow and how to finance that growth. The case includes a detailed financial model that will help students... View Details
Keywords: Managing Growth; Sales Force Management; Growth Management; Entrepreneurship; Salesforce Management
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Roberts, Michael, and William Sahlman. "Coupa." Harvard Business School Case 813-114, June 2013. (Revised August 2017.)
  • 25 Sep 2015
  • Working Paper Summaries

Invest in Information or Wing It? A Model of Dynamic Pricing with Seller Learning

Keywords: by Huang Guofang, Hong Luo & Jing Xia; Auto
  • February 1991
  • Article

Stochastic Models of Interpurchase Time with Time-Dependent Covariates

By: Sunil Gupta
Keywords: Theory; Sales
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Gupta, Sunil. "Stochastic Models of Interpurchase Time with Time-Dependent Covariates." Journal of Marketing Research (JMR) 28 (February 1991): 1–15.
  • Article

Do the Right Firms Survive Bankruptcy?

By: Samuel Antill
In U.S. Chapter 11 bankruptcy cases, firms are either reorganized, acquired, or liquidated. I show that decisions to liquidate often reduce creditor recovery, costing creditors billions of dollars every year. I exploit the within-district random assignment of... View Details
Keywords: Bankruptcy; Bankruptcy Reorganization; Recovery Rate; Structural Estimation; Roy Model; 363 Sales; Insolvency and Bankruptcy; Governing Rules, Regulations, and Reforms
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Antill, Samuel. "Do the Right Firms Survive Bankruptcy?" Journal of Financial Economics 144, no. 2 (May 2022): 523–546.
  • 01 Jun 2020
  • What Do You Think?

Will Challenged Amazon Tweak Its Retail Model Post-Pandemic?

competitive challenges to Amazon in ways unimagined before the pandemic. While Amazon’s sales increased during the early months of the COVID-19 scare, by mid-April its share of online spending had fallen from 42 percent (imagine that for... View Details
Keywords: by James Heskett; Retail
  • Article

How to Shift from Selling Products to Selling Services

By: Doug J. Chung
Only a few years ago, most software companies sold seat licenses for their products, charging customers on the basis of head count. But today, software is typically provided using cloud-based software-as-a-service (SaaS) models that charge customers fees for... View Details
Keywords: SaaS Business Models; Sales; Management; Business Model; Salesforce Management; Applications and Software; Customer Relationship Management
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Chung, Doug J. "How to Shift from Selling Products to Selling Services." Harvard Business Review 99, no. 2 (March–April 2021): 48–52.
  • Research Summary

Overview

Dr. Burch’s research focuses on capitalism, work, and gender in the twentieth-century United States. Her work reinterprets the history of direct selling by placing it at the center, rather than on the margins, of narratives about advanced capitalism. Examining the... View Details
Keywords: Business History; Political Economy; Labor History; Gender; Marketing; Sales Force Management; Direct Sales; United States
  • 25 Apr 2023
  • Op-Ed

How SHEIN and Temu Conquered Fast Fashion—and Forged a New Business Model

methods. “The success of Amazon, Shopify, and social commerce sites such as Instagram convinced consumers to move much of their purchasing power online. ” That the model was born in China is not surprising because China has long had the... View Details
Keywords: by John Deighton; Fashion; Retail; Consumer Products
  • 20 Aug 2024
  • Interview

Angel City Football Club: A New Business Model for Women’s Sports

By: Jeffrey F. Rayport, Brian Kenny and Nicole Tempest Keller
Angel City Football Club (ACFC) was founded in 2020 by venture capitalist Kara Nortman, entrepreneur Julie Uhrman, and actor and activist Natalie Portman. As outsiders to professional sports, the all-female founding team had rewritten the playbook for how to build a... View Details
Keywords: Brands and Branding; Gender; Franchise Ownership; Business Model; Sports Industry
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"Angel City Football Club: A New Business Model for Women’s Sports." Cold Call (podcast), Harvard Business Review Group, August 20, 2024. (Interviewed by Brian Kenny.)
  • 20 Aug 2024
  • Cold Call Podcast

Angel City Football Club: A New Business Model for Women’s Sports

Keywords: Re: Jeffrey F. Rayport; Sports; Entertainment & Recreation
  • 1999
  • Article

The "Shopping Basket": A Model for Multi-Category Purchase Incidence Decision

By: Puneet Manchanda, Asim Ansari and Sunil Gupta
Keywords: Decision Making; Sales
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Manchanda, Puneet, Asim Ansari, and Sunil Gupta. The "Shopping Basket": A Model for Multi-Category Purchase Incidence Decision. Marketing Science 18, no. 2 (1999): 95–115.
  • November 2016 (Revised October 2018)
  • Case

Formlabs: Selling a New 3D Printer

By: Frank V. Cespedes, Olivia Hull and Amram Migdal
Headquartered in Somerville, Massachusetts, Formlabs manufactures 3D printers used to print everything from prototypes and models to jewelry, dental, and sculpture molds. As Formlabs prepares to ship its latest model, the Form 2, Head of Customer Development and... View Details
Keywords: 3D Printing And Manufacturing; Sales Channel Development; Sales Strategy; Entrepreneurial Management; Product Engineering; Prototype; Prototyping; Entrepreneurship; Product Launch; Information Infrastructure; Business Startups; Customers; Technological Innovation; Growth and Development Strategy; Technology Adoption; Marketing Channels; Marketing Strategy; Product Positioning; Demand and Consumers; Sales; Salesforce Management; Technology Industry; Computer Industry; Manufacturing Industry; United States; Massachusetts; Europe; Asia
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Cespedes, Frank V., Olivia Hull, and Amram Migdal. "Formlabs: Selling a New 3D Printer." Harvard Business School Case 817-001, November 2016. (Revised October 2018.)
  • Article

Brand Choice, Purchase Incidence, and Segmentation: An Integrated Modeling Approach

By: Randolph E. Bucklin and Sunil Gupta
Keywords: Brands and Branding; Decision Choices and Conditions; Sales; Segmentation
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Bucklin, Randolph E., and Sunil Gupta. "Brand Choice, Purchase Incidence, and Segmentation: An Integrated Modeling Approach." Journal of Marketing Research (JMR) 29, no. 2 (May 1992): 201–215. (Finalist for the 1997 O'Dell Award, Journal of Marketing Research.)
  • March 2022
  • Article

Estimating the Effectiveness of Permanent Price Reductions for Competing Products Using Multivariate Bayesian Structural Time Series Models

By: Fiammetta Menchetti and Iavor Bojinov
Researchers regularly use synthetic control methods for estimating causal effects when a sub-set of units receive a single persistent treatment, and the rest are unaffected by the change. In many applications, however, units not assigned to treatment are nevertheless... View Details
Keywords: Causal Inference; Partial Interference; Synthetic Controls; Bayesian Structural Time Series; Mathematical Methods
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Menchetti, Fiammetta, and Iavor Bojinov. "Estimating the Effectiveness of Permanent Price Reductions for Competing Products Using Multivariate Bayesian Structural Time Series Models." Annals of Applied Statistics 16, no. 1 (March 2022): 414–435.
  • 20 Feb 2017
  • Working Paper Summaries

Where Should We Build a Mall? The Formation of Market Structure and Its Effect on Sales

Keywords: by Doug J. Chung, Kyoungwon Seo, and Reo Song; Retail; Real Estate; Construction
  • October 2016 (Revised April 2018)
  • Case

DataXu: Selling Ad Tech

By: Frank V. Cespedes, John Deighton, Lisa Cox and Olivia Hull
DataXu served marketers by buying digital advertising for brands using its demand-side platform. It sought a way to build a more predictable revenue stream in the very transactional media marketplace, and hoped that two new marketing analytics products would give it a... View Details
Keywords: Sales Management; Pricing; Programmatic Ad Buying; "Marketing Analytics"; Advertising Technology; Sales; Digital Marketing; Marketing Strategy; Advertising Campaigns; Product Launch; Product Positioning; Media; Technology Industry; Advertising Industry; Boston; Massachusetts
Citation
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Cespedes, Frank V., John Deighton, Lisa Cox, and Olivia Hull. "DataXu: Selling Ad Tech." Harvard Business School Case 817-012, October 2016. (Revised April 2018.)
  • Article

Modelling the Effect of Purchase Quantity on Consumer Choice of Product Assortment

By: Randolph E. Bucklin, Sunil Gupta and S. Siddarth
Keywords: Sales; Decision Choices and Conditions; Customers; Product
Citation
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Bucklin, Randolph E., Sunil Gupta, and S. Siddarth. "Modelling the Effect of Purchase Quantity on Consumer Choice of Product Assortment." Journal of Forecasting 17, nos. 3-4 (June–July 1998): 281–301.
  • 2015
  • Working Paper

Incentives versus Reciprocity: Insights from a Field Experiment

By: Doug J. Chung and Das Narayandas
We conduct a field experiment in which we vary the sales force compensation scheme at an Asian enterprise that sells consumer durable goods. With variation generated by the experimental treatments, we model sales force performance to identify the effectiveness of... View Details
Keywords: Sales Force Compensation; Field Experiment; Heterogeneity; Loss Aversion; Reciprocity; Motivation and Incentives; Salesforce Management; Compensation and Benefits
Citation
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Chung, Doug J., and Das Narayandas. "Incentives versus Reciprocity: Insights from a Field Experiment." Harvard Business School Working Paper, No. 15-084, April 2015. (Revised November 2015.)
  • May 2010
  • Article

Bye Bye Bundles: The Unbundling of Music in Digital Channels

By: Anita Elberse
Fueled by digital distribution, unbundling is prevalent in many information industries. What is the effect of this unbundling on sales? And what bundle characteristics drive this effect? I empirically examine these questions in the context of the music industry, using... View Details
Keywords: Unbundling; Bundling; Digital Distribution; System-of-equations Modeling; Sales; Distribution Channels; Framework; Mathematical Methods; Revenue; Reputation; Internet and the Web; System; E-commerce; Information Industry; Music Industry
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Elberse, Anita. "Bye Bye Bundles: The Unbundling of Music in Digital Channels." Journal of Marketing 74, no. 3 (May 2010): 107–123.
  • August 2017
  • Article

Incentives versus Reciprocity: Insights from a Field Experiment

By: Doug J. Chung and Das Narayandas
We conduct a field experiment in which we vary the sales force compensation scheme at an Asian enterprise that sells consumer durable goods. With variation generated by the experimental treatments, we model sales force performance to identify the effectiveness of... View Details
Keywords: Sales Force Compensation; Field Experiment; Heterogeneity; Loss Aversion; Reciprocity; Salesforce Management; Compensation and Benefits
Citation
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Read Now
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Chung, Doug J., and Das Narayandas. "Incentives versus Reciprocity: Insights from a Field Experiment." Journal of Marketing Research (JMR) 54, no. 4 (August 2017): 511–524. (Lead article.)
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