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July 2021
Article

Outsourcing Tasks Online: Matching Supply and Demand on Peer-to-Peer Internet Platforms

By: Zoë Cullen and Chiara Farronato

We study the growth of online peer-to-peer markets. Using data from TaskRabbit, an expanding marketplace for domestic tasks at the time of our study, we show that growth varies considerably across cities. To disentangle the potential drivers of growth, we look... View Details

Keywords: Two-sided Market; Two-sided Platforms; Peer-to-peer Markets; Platform Strategy; Sharing Economy; Platform Growth; Internet and the Web; Digital Platforms; Strategy; Market Design; Network Effects

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January 2019 (Revised November 2019)
Case

Ajeej Capital: Investing in Emerging Markets

By: Luis M. Viceira and Eren Kuzucu

In October 2007, Tarek Sakka and Fouad Dajani launched Ajeej Capital, the first independent investment advisory in the MENA region. Fittingly named ajeej, an Arabic word that translates to “growth and propagation in a chaotic setting,” the firm’s AUM grew from $20... View Details

Keywords: Security Selection; Investments; Growth; Culture; UAE; Finance; Asset Management; Emerging Markets; Capital Markets; Investment; Growth Management; Risk Management; Middle East; Saudi Arabia; Dubai; United Arab Emirates; Egypt; North Africa

2000
Book

The Origin and Evolution of New Businesses

By: Amar Bhide

Keywords: Entrepreneurship; Innovation; Firm Growth

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March 2011
Case

Calveta Dining Services, Inc.: A Recipe for Growth?

By: James L. Heskett and Patricia Girardi

Calveta Dining Services contracts with senior living facilities (SLFs) for the management of food service to residents. Created by Antonio Calveta and built on his passion for food and traditional family values, the firm had enjoyed three decades of strong growth when... View Details

Keywords: Corporate Vision; Employee Empowerment; Service Management; Family Businesses; Growth Strategy; Family Business; Expansion; Communication; Employee Relationship Management; Service Operations; Organizational Structure; Growth and Development Strategy; Service Industry; Food and Beverage Industry

February 2019 (Revised June 2019)
Case

Where to Grow Next at Online Marketplace OLX

By: Thales Teixeira, Leandro A. Guissoni and Samy Dana

The CEO of OLX Brazil, an online classifieds platform business, is debating among multiple paths to grow sustainably (i.e., profitably) without the need for investor money. The options under consideration are (1) penetration growth by focusing on the core, (2) new... View Details

Keywords: Online Marketplace; Growth; Customer Acquisition; Facebook; Two-sided Network; E-commerce; Classifieds; Naspers; Schibsted; Innovation; Startup; Digital Platforms; Internet and the Web; Growth and Development Strategy; Business Model; Innovation and Invention; Business Startups; Decision Choices and Conditions; Brazil

January 2015 (Revised October 2018)
Case

Nasty Gals Do It Better

By: David Collis, Diane Chang, Matthew Shaffer and Ashley Hartman

In 2006, Sophia Amoruso started Nasty Gal, an eBay boutique selling vintage clothes. With a strong sense of style and personality, Amoruso poured herself into building the brand and developing relationships with her customers—typically the slightly edgy 18–24 year old.... View Details

Keywords: Business Growth; Brand Management; Online Retail; Clothing; Apparel; Expansion; Growth and Development Strategy; Brands and Branding; Management; Marketing Strategy; Strategic Planning; Social Media; E-commerce; Digital Marketing; Retail Industry; Apparel and Accessories Industry; United States

January 2022 (Revised November 2023)
Supplement

Uber in China (C): The Cost of Success for Didi

By: William C. Kirby and Noah B. Truwit

On June 30, 2021, ride-hailing giant Didi Chuxing (Didi) raised $4.4 billion in its initial public offering (IPO) on the New York Stock Exchange (NYSE), the largest IPO of a Chinese company listed on an American exchange since Alibaba raised $25 billion in 2014.... View Details

Keywords: Uber; Didi Chuxing; Start-up Growth; Regulation; Ride-sharing; Transportation; Business Startups; Business and Government Relations; Cross-Cultural and Cross-Border Issues; Growth and Development; Policy; Competition; Laws and Statutes; Transportation Industry; Technology Industry; China

June 2017 (Revised November 2020)
Teaching Note

Tableau

By: Boris Vallee and Botir Kobilov

Teaching Note for HBS No. 216-045. View Details

Keywords: Hedge Fund; Long-short Equity; Growth Investing; Growth and Development Strategy; Investment; Valuation; Technology; Technology Industry; Waltham

July 2017 (Revised March 2018)
Case

Magic Bus: From Childhood to Livelihood

By: V. Kasturi Rangan, Vikram Gandhi, Anjali Raina and Rachna Chawla

Founded in 1999 by Matthew Spacie to give poor children an opportunity to play, Magic Bus had evolved to a leading social enterprise engaged in sports for development, holistic childhood development, and livelihood training for youth between the ages of 6 to 18. By... View Details

Keywords: Nonprofit Management; Development; Growth And Scaling; Social Entrepreneurship; Growth and Development Strategy; Nonprofit Organizations; Management

2017
Working Paper

Structural Transformation: A Competitiveness-based View

By: Christian H.M. Ketels

Competitiveness research aims to enhance our understanding of the drivers of prosperity differences across locations and of policies that can sustainably raise a location’s prosperity level. The paper outlines key elements of the competitiveness framework and discusses... View Details

Keywords: Competitiveness; Cluster; Development; Growth; Economic Policy; Competition; Development Economics; Economic Growth; Policy

September 2022
Case

HPP: Tapping the Netherlands’ Potential

By: Brian Trelstad and Idelès Kaandorp

Stichting Het Potentieel Pakken (HPP) was launched to solve a systemic problem in the Dutch Labor Market: gender inequity that was leading to a large number of women to work part-time in fields that were in desperately short supply of labor, like health care, child... View Details

Keywords: COVID-19 Pandemic; Grants; Scaling And Growth; Nonprofit Organizations; Opportunities; Gender; Income; Employment; Health Care and Treatment; Human Capital; Mission and Purpose; Motivation and Incentives; Growth and Development Strategy; Employment Industry; Health Industry; Education Industry; Consulting Industry; Europe; Netherlands

February 2013
Teaching Note

Transforming AMFAM (TN)

By: Rakesh Khurana and Rajiv Lal

Keywords: Customer Focus; General Management; Managing Growth; Customer Focus and Relationships; Insurance Industry; United States

Research Summary

How and When Does Hierarchy Emerge in Firms?

Despite understanding that formal structure within firms is crucial for maintaining coordination and control as young firms grow, relatively little is systematically known about the initial formation of hierarchy in firms. By exploiting access to a dataset of all... View Details

Keywords: Organization Design; Start-up Growth; Startup Management; Organizational Design; Entrepreneurship; Brazil

2020
Working Paper

Is Accounting Useful for Forecasting GDP Growth? A Machine Learning Perspective

By: Srikant Datar, Apurv Jain, Charles C.Y. Wang and Siyu Zhang

We provide a comprehensive examination of whether, to what extent, and which accounting variables are useful for improving the predictive accuracy of GDP growth forecasts. We leverage statistical models that accommodate a broad set of (341) variables—outnumbering the... View Details

Keywords: Big Data; Elastic Net; GDP Growth; Machine Learning; Macro Forecasting; Short Fat Data; Accounting; Economic Growth; Forecasting and Prediction; Analytics and Data Science

June 2013 (Revised July 2013)
Case

Blackstone Alternative Asset Management

By: Robin Greenwood, Luis M. Viceira and Jared Dourdeville

This case explores reasons for Blackstone Alternative Asset Management's (BAAM's) growth from 2007-2013, a time when the overall fund of hedge funds industry contracted substantially. Additionally, the case analyzes evolving business models and value propositions... View Details

Keywords: Hedge Fund; Fund Of Hedge Funds; Hedge Fund Industry Growth; Fund Of Hedge Funds Industry Growth; Evolving Business Models; Value Propositions In The Fund Of Hege Funds Industry; Business Model; Investment Funds; Growth and Development Strategy; Financial Services Industry; United States

June 2015 (Revised February 2016)
Case

Team Rubicon: Bridging the Gap from Startup to National Organization

By: Leonard A. Schlesinger and Dan Nidess

Team Rubicon, a military veteran volunteer disaster relief organization, has experienced significant success in attracting attention and support in its first four years of operation. The challenges of managing the volunteer base, the cost of responding to disasters,... View Details

Keywords: Growth Strategy And Execution; Disaster Relief; NGO; Organizational Change and Adaptation; Growth and Development Strategy; Growth Management; Non-Governmental Organizations

January 2019 (Revised October 2019)
Case

Rural Taobao: Alibaba's Expansion into Rural E-Commerce

By: Tarun Khanna, Ryan Allen, Adam Frost and Wesley Koo

Alibaba's Rural Taobao initiative had been launched in 2014 as a public service initiative to increase e-commerce adoption in China’s remote rural areas. In the first two iterations of the initiative, dubbed “1.0” and “2.0,” Alibaba had partnered with local businesses... View Details

Keywords: Strategy; Business Growth; Ecommerce; Corporate Social Responsibility; Business And Government; Emerging Market; Digital Platforms; Internet and the Web; Emerging Markets; Rural Scope; Growth and Development Strategy; Competitive Strategy; Corporate Social Responsibility and Impact; Business and Government Relations; Decision Making; E-commerce; China

October 2012 (Revised September 2013)
Case

Creating the First Public Law Firm: The IPO of Slater & Gordon Limited

By: Benjamin C. Esty and E. Scott Mayfield

Slater & Gordon (S&G), a midsized Australian law firm with a high-growth consolidation strategy, had an initial public offering (IPO) scheduled for May 2007. Due to a series of regulatory changes in Australia in recent years, the IPO provided an opportunity for S&G to... View Details

Keywords: IPO; Mergers ＆ Acquisitions; Law Firm; Value Drivers; Growth Strategy; Revenue Recognition; Roll-up; Consolidator; Initial Public Offering; Valuation; Consolidation; Mergers and Acquisitions; Financial Strategy; Growth Management; Corporate Governance; Business Strategy; Legal Services Industry; Financial Services Industry; Australia

July 2023 (Revised May 2024)
Case

Vytal: Packaging-as-a-Service

By: George Serafeim, Michael W. Toffel, Lena Duchene and Daniela Beyersdorfer

The Germany-based startup Vytal operated the largest digital-native reusable packaging-as-a-service network globally, having raised nearly €15 million, established a large network of restaurant partners, and prevented the use of millions of single-use take-out food... View Details

March 2016 (Revised February 2017)
Case

Hello Alfred: Come Home Happy

By: Joseph B. Fuller and Carin-Isabel Knoop

On a mission to "automate the on-demand economy," Harvard Business School classmates Marcela Sapone and Jessica Beck launched Hello Alfred in 2013 to provide subscribers with an "Alfred" to complete various chores for a monthly fee. In early 2016, the company has built... View Details

Keywords: On-demand Economy; Sharing Economy; Technology Startup; Technology; Growth Strategy; Business Startups; Business Growth and Maturation; Entrepreneurship; Mobile and Wireless Technology; Strategic Planning; Service Industry; United States; Boston; Cambridge; New York (city, NY); California

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