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  • 2019
  • Working Paper

The Impact of Increasing Search Frictions on Online Shopping Behavior: Evidence from a Field Experiment

By: Donald Ngwe, Kris J. Ferreira and Thales Teixeira
Many online stores are designed such that shoppers can easily access any available discounted products. We propose that deliberately increasing search frictions by placing small obstacles to locating discounted items can improve online retailers’ margins and even... View Details
Keywords: E-commerce; Online Retailing; Friction; Effor; Search Costs; Price Discrimination; Consumer Behavior; Price; Search Technology
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Ngwe, Donald, Kris J. Ferreira, and Thales Teixeira. "The Impact of Increasing Search Frictions on Online Shopping Behavior: Evidence from a Field Experiment." Harvard Business School Working Paper, No. 19-080, January 2019.
  • December 2014 (Revised August 2015)
  • Case

Muñoz Group: Sustaining Global Vertical Integration Through Innovation

By: Jose B. Alvarez and Annelena Lobb
Muñoz Group, which supplied supermarket chains and food distribution chains around the world with fruit, flowers, juice and ice cream, was at a strategic crossroads in 2014. CEO Alvaro Muñoz had to choose the best way to achieve profit goals and provide his company... View Details
Keywords: Innovation; Supply Chain; Retail; Agribusiness Industry; Globalized Firms and Management; Supply Chain Management; Competitive Advantage; Vertical Integration; Profit; Innovation and Invention; Retail Industry; Agriculture and Agribusiness Industry; North and Central America
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Alvarez, Jose B., and Annelena Lobb. "Muñoz Group: Sustaining Global Vertical Integration Through Innovation." Harvard Business School Case 515-011, December 2014. (Revised August 2015.)
  • March 2016
  • Article

To Groupon or Not to Groupon: The Profitability of Deep Discounts

By: Benjamin Edelman, Sonia Jaffe and Scott Duke Kominers
We examine the profitability and implications of online discount vouchers, a relatively new marketing tool that offers consumers large discounts when they prepay for participating firms' goods and services. Within a model of repeat experience good purchase, we examine... View Details
Keywords: Voucher Discounts; Groupon; Experience Goods; Repeat Purchase; Internet and the Web; Marketing Strategy; Marketing Communications
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Edelman, Benjamin, Sonia Jaffe, and Scott Duke Kominers. "To Groupon or Not to Groupon: The Profitability of Deep Discounts." Marketing Letters 27, no. 1 (March 2016): 39–53. (First circulated in June 2011. Featured in Working Knowledge: Is Groupon Good for Retailers? Excerpted in HBR Blogs: To Groupon or Not To Groupon: New Research on Voucher Profitability.)
  • 2014
  • Book

Business History

By: Walter A. Friedman and Geoffrey Jones
This volume contains a selection of 42 foundational articles on the discipline of business history written between 1934 and the present day by scholars based in the United States, Europe, Asia, and Latin America. A wide-ranging editorial introduction describes the... View Details
Keywords: Economic History; Business History; History
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Friedman, Walter A. and Geoffrey Jones, eds. Business History. Northampton, MA: Edward Elgar Publishing, 2014.
  • October 2011
  • Article

The Surprising Power of Age-Dependent Taxes

By: Matthew C. Weinzierl
This article provides a new, empirically driven application of the dynamic Mirrleesian framework by studying a feasible and potentially powerful tax reform: age-dependent labor income taxation. I show analytically how age dependence improves policy on both the... View Details
Keywords: Taxation; Policy; Age; Income; Mathematical Methods; Welfare; United States
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Weinzierl, Matthew C. "The Surprising Power of Age-Dependent Taxes." Review of Economic Studies 78, no. 4 (October 2011): 1490–1518. (Also Harvard Business School Working Paper, No. 11-114, May 2011.)
  • 2014
  • Working Paper

~To Groupon or Not to Groupon: The Profitability of Deep Discounts

By: Benjamin G. Edelman
We examine the profitability and implications of online discount vouchers, a relatively new marketing tool that offers consumers large discounts when they prepay for participating firms' goods and services. Within a model of repeat experience good purchase, we examine... View Details
Keywords: Voucher Discounts; Groupon; Experience Goods; Repeat Purchase; Online Advertising; Price; Profit; Marketing Strategy; Retail Industry
Citation
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Edelman, Benjamin G. "~To Groupon or Not to Groupon: The Profitability of Deep Discounts." Harvard Business School Working Paper, No. 11-063, December 2010. (Revised June 2011, October 2011, January 2014. Featured in Working Knowledge: Is Groupon Good for Retailers? Excerpted in HBR Blogs: To Groupon or Not To Groupon: New Research on Voucher Profitability.)
  • 21 May 2007
  • Research & Ideas

Fixing the Marketing-CEO Disconnect

In most companies, no one knows and understands your customers and their changing needs better than the marketing department. Certainly that knowledge should be routinely presented and understood by the chief executive and board of directors, right? But over time, and... View Details
Keywords: by Sean Silverthorne
  • July 2021
  • Article

Redistribution through Markets

By: Piotr Dworczak, Scott Duke Kominers and Mohammad Akbarpour
Policymakers frequently use price regulations as a response to inequality in the markets they control. In this paper, we examine the optimal structure of such policies from the perspective of mechanism design. We study a buyer-seller market in which agents have private... View Details
Keywords: Optimal Mechanism Design; Redistribution; Inequality; Welfare Theorems; Market Design; Equality and Inequality
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Dworczak, Piotr, Scott Duke Kominers, and Mohammad Akbarpour. "Redistribution through Markets." Econometrica 89, no. 4 (July 2021): 1665–1698. (Authors' names are in certified random order.)
  • 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
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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.
  • May 2018 (Revised October 2020)
  • Supplement

La Ribera Health Department (B): Epilogue

By: Regina E. Herzlinger, Emer Moloney and Daniela Beyersdorfer
The La Ribera case studies depict an innovative low cost/high quality privately financed hospital model struggling to achieve alignment with the Six Factors. It is reimbursed by the public sector in a Spanish environment whose Consumers, Structure, and Public Policy... View Details
Keywords: Trends And Opportunities; Government; Government Programs; Acquisition; Business Model; Business Plan; Trends; Opportunities; Government and Politics; Programs; Health Care and Treatment; Situation or Environment; Health Industry; Insurance Industry; Technology Industry; Spain
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Herzlinger, Regina E., Emer Moloney, and Daniela Beyersdorfer. "La Ribera Health Department (B): Epilogue." Harvard Business School Supplement 318-134, May 2018. (Revised October 2020.)
  • Spring 2013
  • Article

The Growth of Finance

By: Robin Greenwood and David S. Scharfstein
The U.S. financial services industry grew from 4.9% of GDP in 1980 to 7.9% of GDP in 2007. A sizeable portion of the growth can be explained by rising asset management fees, which in turn were driven by increases in the valuation of tradable assets, particularly... View Details
Keywords: Finance; Asset Management; Research; Mortgages; Financial Services Industry
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Greenwood, Robin, and David S. Scharfstein. "The Growth of Finance." Journal of Economic Perspectives 27, no. 2 (Spring 2013): 3–28.
  • 2012
  • Article

Demand and Capacity Management in Air Transportation

This paper summarizes research trends and opportunities in the area of managing air transportation demand and capacity. Capacity constraints and resulting congestion and low schedule reliability currently impose large costs on airlines and their passengers. Significant... View Details
Keywords: Demand Management; Capacity Management; Mathematical Modeling; Congestion And Delays; Trends And Opportunities; Demand and Consumers; Air Transportation; Mathematical Methods; Performance Capacity; Air Transportation Industry
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Barnhart, Cynthia, Douglas S. Fearing, Amedeo Odoni, and Vikrant Vaze. "Demand and Capacity Management in Air Transportation." EURO Journal on Transportation and Logistics 1, nos. 1-2 (2012): 135–155.
  • July 2010
  • Supplement

Marketing Analysis Toolkit: Pricing and Profitability Analysis (CW)

By: Thomas J. Steenburgh and Jill Avery
Pricing is one of the most difficult decisions marketers make and the one with the most direct and immediate impact on the firm's financial position. This toolkit will introduce the fundamental terminology and calculations associated with pricing and profitability... View Details
Keywords: Management Analysis, Tools, and Techniques; Marketing Strategy; Decisions; Strategic Planning; Price; Partners and Partnerships; Cost; Demand and Consumers; Revenue; Profit; Mathematical Methods; Measurement and Metrics
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Steenburgh, Thomas J., and Jill Avery. "Marketing Analysis Toolkit: Pricing and Profitability Analysis (CW)." Harvard Business School Spreadsheet Supplement 511-701, July 2010.
  • 06 Aug 2008
  • Working Paper Summaries

Fixing Market Failures or Fixing Elections? Agricultural Credit in India

Keywords: by Shawn A. Cole; Banking
  • 21 Feb 2007
  • Op-Ed

What a U.N. Partnership with Big Business Could Accomplish

As Ban Ki-moon begins his tenure as secretary-general of the United Nations, the world's poor continue to cry out for help and hope. One-sixth of the world's population lives in "deep poverty"—generally defined as surviving on half or less of the annual... View Details
Keywords: by George C. Lodge & Craig Wilson
  • Research Summary

Information Technology and Vertical Integration: Evidence from Plant-level Data (with Chris Forman)

We study the relationship between different margins of information technology (IT) use and vertical integration using plant-level data from the U.S. Census of Manufactures. Focusing on the short-run decision of whether to allocate production output to downstream plants... View Details
  • April 2025 (Revised May 2025)
  • Background Note

Customer Acquisition and the Cash Flow Trap

By: E. Ofek, Barak Libai and Eitan Muller
Startups as well as existing firms recognize the need to invest in order to acquire customers for their new ventures. And as each customer is expected at some point to have generated sufficient gross margins to cover their CAC, management expects that, soon enough, the... View Details
Keywords: Business Model; Customers; Forecasting and Prediction; Cash Flow; Business or Company Management
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Ofek, E., Barak Libai, and Eitan Muller. "Customer Acquisition and the Cash Flow Trap." Harvard Business School Background Note 525-056, April 2025. (Revised May 2025.)
  • April 2021
  • Case

Distinct Software

By: Das Narayandas, Arijit Sengupta and Jonathan Wray
Distinct Software (disguised name), a global enterprise software company, is at an important point in its growth trajectory where the luster of its mantra of “grow and win at any cost” has dimmed with increasing competition and margin pressures. To help navigate its... View Details
Keywords: Artificial Intelligence; Marketing; Sales; Performance Productivity; Technological Innovation; AI and Machine Learning
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Narayandas, Das, Arijit Sengupta, and Jonathan Wray. "Distinct Software." Harvard Business School Case 521-101, April 2021.
  • Article

Relational Reconciliation: Socializing Others Across Demographic Differences

By: Lakshmi Ramarajan and Erin M. Reid
In demographically diverse organizations, employees charged with socializing others— socialization agents—must navigate a deep tension between the organization’s needs to integrate individuals into a collective and individuals’ needs for recognition of their unique... View Details
Keywords: Diversity; Organizational Culture; Identity; Employees
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Ramarajan, Lakshmi, and Erin M. Reid. "Relational Reconciliation: Socializing Others Across Demographic Differences." Academy of Management Journal 63, no. 2 (April 2020): 356–385.
  • December 2019
  • Article

The Impact of Increasing Search Frictions on Online Shopping Behavior: Evidence from a Field Experiment

By: Donald Ngwe, Kris J. Ferreira and Thales Teixeira
Many online stores are designed such that shoppers can easily access any available discounted products. We propose that deliberately increasing search frictions by placing small obstacles to locating discounted items can improve online retailers’ margins and even... View Details
Keywords: Online Retailing; Friction; Effor; Search Costs; Price Discrimination; Marketing; Consumer Behavior; Strategy; Price; E-commerce; Retail Industry; Fashion Industry
Citation
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Ngwe, Donald, Kris J. Ferreira, and Thales Teixeira. "The Impact of Increasing Search Frictions on Online Shopping Behavior: Evidence from a Field Experiment." Journal of Marketing Research (JMR) 56, no. 6 (December 2019): 944–959.
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