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March 2017 (Revised March 2019)
Case

Ant Financial (A)

By: Feng Zhu, Ying Zhang, Krishna G. Palepu, Anthony K. Woo and Nancy Hua Dai

Headquartered in Hangzhou (China), Ant Financial has grown into a fintech “Unicorn.” The fintech empire that the company established spanned verticals such as mobile and online payment (Alipay), money market fund (Yu’e Bao), wealth management (Ant Fortune),... View Details

Keywords: Growth and Development Strategy; Global Strategy; Finance; Opportunities; Financial Services Industry; Technology Industry

2016
Working Paper

Reviews, Reputation, and Revenue: The Case of Yelp.com

By: Michael Luca

Do online consumer reviews affect restaurant demand? I investigate this question using a novel dataset combining reviews from the website Yelp.com and restaurant data from the Washington State Department of Revenue. Because Yelp prominently displays a restaurant's... View Details

Keywords: Revenue; Network Effects; Reputation; Social and Collaborative Networks; Food and Beverage Industry; Service Industry; Washington (state, US)

March 2024
Case

ixigo

By: Ranjay Gulati and Rachna Tahilyani

Ixigo is India’s second-largest online travel aggregator (OTA) and the market leader among private train OTAs. It has overcome numerous near-death crises to emerge as a customer-centric, profitable firm. It aspires to become the leading OTA in the next billion Internet... View Details

Keywords: Initial Public Offering; Profit; Growth and Development; Product Positioning; Travel Industry; India

Jill J. Avery

Dr. Jill Avery is a Senior Lecturer of Business Administration and C. Roland Christensen Distinguished Management Educator in the marketing unit at Harvard Business School. She is a respected authority on branding and brand management, customer relationship... View Details

Keywords: consumer products; arts; advertising; automobiles; retailing; fashion; hotels ＆ motels; food; beverage

Edward H. Chang

Edward Chang (he/him/his) is an Assistant Professor of Business Administration in the Negotiation, Organizations & Markets Unit at Harvard Business School. He teaches Inclusion in the MBA required curriculum and Negotiations in the MBA elective curriculum.
View Details

March 2008
Article

Deferred Acceptance Algorithms: History, Theory, Practice, and Open Questions

By: Alvin E. Roth

The deferred acceptance algorithm proposed by Gale and Shapley (1962) has had a profound influence on market design, both directly, by being adapted into practical matching mechanisms, and, indirectly, by raising new theoretical questions. Deferred acceptance... View Details

Keywords: History; Market Design; Labor; System; Practice; Performance; Theory; Boston; New York (city, NY)

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November 1999 (Revised June 2006)
Case

DLJdirect: "Putting Our Reputation Online"

By: Thomas R. Eisenmann and Gillian Morris

Online broker DLJdirect faced two decisions during the fall of 1999: what customer segments should it target and how much should it spend on marketing? Unlike its competitors, who focused either on day traders or more mainstream investors, DLJdirect differentiated its... View Details

Keywords: Marketing Strategy; Marketing Communications; Competitive Strategy; Decision Choices and Conditions; Investment; Cost Management; Business Plan; Research and Development; Customers; Budgets and Budgeting; Online Advertising; Internet; Financial Services Industry

2007
Working Paper

The Effects of a Centralized Clearinghouse on Job Placement, Wages, and Hiring Practices

By: Muriel Niederle and Alvin E. Roth

New gastroenterologists participated in a labor market clearinghouse (a "match") from 1986 through the late 1990's, after which the match was abandoned. This provides an opportunity to study the effects of a match, by observing the differences in the outcomes and... View Details

Keywords: Health; Employment; Marketplace Matching; Selection and Staffing; Job Offer; Compensation and Benefits; Health Industry

24 Apr 2007
First Look

First Look: April 24, 2007

suppliers or final consumers, (2) agglomeration allows for labor market pooling, and (3) agglomeration facilitates intellectual spillovers. We assess the importance of the theories via regressions of... View Details

Keywords: Sean Silverthorne

2010
Chapter

Deferred Acceptance Algorithms: History, Theory, Practice

By: Alvin E. Roth

The deferred acceptance algorithm proposed by Gale and Shapley (1962) has had a profound influence on market design, both directly, by being adapted into practical matching mechanisms, and indirectly, by raising new theoretical questions. Deferred acceptance algorithms... View Details

Keywords: Labor; Market Design; Marketplace Matching; Failure; Mathematical Methods

2017
Working Paper

Diversity in Innovation

By: Paul A. Gompers and Sophie Q. Wang

In this paper we document the patterns of labor market participation by women and ethnic minorities in venture capital firms and as founders of venture capital-backed startups. We show that from 1990-2016 women have been less than 10% of the entrepreneurial and venture... View Details

Keywords: Diversity; Gender; Entrepreneurship; Venture Capital

September 2019 (Revised November 2019)
Case

Pinduoduo

By: Feng Zhu, Krishna G. Palepu, Bonnie Yining Cao and Dawn H. Lau

Founded in 2015 by serial entrepreneur, Colin Huang, Pinduoduo Inc. (PDD) had become China’s fastest-growing e-commerce platform in history. PDD pioneered a new approach to online shopping that allowed shoppers to share products, invite friends to form shopping teams,... View Details

Keywords: Digital Platforms; Business Model; Innovation and Invention; Competitive Advantage; Expansion; Strategy; E-commerce

2017
Working Paper

The Importance of Unemployment Insurance as an Automatic Stabilizer

By: Marco Di Maggio and Amir Kermani

We assess the extent to which unemployment insurance (UI) serves as an automatic stabilizer to mitigate the economy's sensitivity to shocks. Using a local labor market design based on heterogeneity in local benefit generosity (defined as the percentage of household... View Details

Keywords: Unemployment Insurance; Automatic Stabilizers; Bartik Shocks; Aggregate Demand; System Shocks; Employment; Balance and Stability; Insurance; Volatility; Insurance Industry

July 2022
Supplement

Solution for E-Commerce Analytics for CPG Firms (B): Optimizing Assortment for a New Retailer

By: Ayelet Israeli

July 2022
Teaching Note

eGrocery and the Role of Data and E-Commerce Analytics for CPG Firms

By: Ayelet Israeli

Teaching Note for HBS Case No. 521-077. View Details

Rakesh Khurana

Rakesh Khurana is the Marvin Bower Professor of Leadership Development at the Harvard Business School. He is also Professor of Sociology at Harvard University, co-Master of Cabot House at Harvard College, and the Danoff Dean of Harvard College.

Professor... View Details

Keywords: executive search

July 2004 (Revised December 2004)
Case

RelayHealth

By: Joseph B. Lassiter III and Elizabeth Kind

RelayHealth provides secure, online communications for doctors, patients, and health plans. The company's services include online consultations, prescription renewals, and appointment scheduling. RelayHealth's business model derives subscription revenue from doctors... View Details

Keywords: Communication Technology; Internet and the Web; Consumer Behavior; Entrepreneurship; Health Care and Treatment; Growth and Development Strategy; Health Industry; Telecommunications Industry

April 2019 (Revised March 2020)
Case

Handy: The Future of Work? (A)

By: Nien-hê Hsieh and Kieron Stopforth

Witnessing numerous lawsuits alleging that online platform companies misclassified workers as contractors when they were actually employees, Handy’s founders faced a series of decisions. Handy was an online platform business that enabled customers to book appointments... View Details

Keywords: Employment; Working Conditions; Entrepreneurship; Compensation and Benefits; Internet and the Web; Ethics; Fairness; Service Industry; United States

26 May 2010
Working Paper Summaries

Unraveling Results from Comparable Demand and Supply: An Experimental Investigation

Keywords: by Muriel Niederle, Alvin E. Roth & M. Utku Unver

July 1990 (Revised August 1990)
Case

Kaiser Steel Corporation, 1950

By: Timothy A. Luehrman and William Schiano

Examines Kaiser Steel's initial equity offering in 1950. The first case in a sequence that will trace the history of corporate restructurings that occurred 30 to 40 years later, in the 1980s. Subsequent cases examine foreign competition and labor unrest, hostile... View Details

Keywords: Business History; Competition; Initial Public Offering; Capital Structure; Restructuring; Capital Markets; Ownership; Steel Industry; United States

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