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October 2021
Article

Overcoming the Cold Start Problem of CRM Using a Probabilistic Machine Learning Approach

By: Nicolas Padilla and Eva Ascarza

The success of Customer Relationship Management (CRM) programs ultimately depends on the firm's ability to understand consumers' preferences and precisely capture how these preferences may differ across customers. Only by understanding customer heterogeneity, firms can... View Details

Keywords: Customer Management; Targeting; Deep Exponential Families; Probabilistic Machine Learning; Cold Start Problem; Customer Relationship Management; Programs; Consumer Behavior; Analysis

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February 2018 (Revised August 2018)
Case

Blue Haven Initiative: The PEGAfrica Investment

By: Vikram S. Gandhi, Caitlin Reimers Brumme and Amram Migdal

This case examines Blue Haven Initiative (BHI), an impact investing fund and family office, and one of its investments, PEGAfrica (PEG). BHI founder Liesel Pritzker Simmons’ motivations for using her family wealth to start a family office focused on impact investing,... View Details

Keywords: Impact Investing; Family Office; Development; International Development; International Development Investing; Development Fund; Sustainability; Solar Energy; Solar; Pay As You Go; PAYG; MFI; Social Venture; Business Ventures; Acquisition; Business Growth and Maturation; Business Startups; Economics; Development Economics; Energy; Energy Conservation; Energy Sources; Renewable Energy; Social Entrepreneurship; Finance; Assets; Asset Pricing; Capital; Capital Budgeting; Capital Structure; Venture Capital; Cash; Cash Flow; Currency; Currency Exchange Rate; Equity; Private Equity; Financial Instruments; Debt Securities; Stock Shares; Financing and Loans; Microfinance; International Finance; Investment; Investment Return; Investment Activism; Investment Funds; Investment Portfolio; Price; Geography; Geographic Location; Emerging Markets; Ownership; Ownership Stake; Private Ownership; Social Enterprise; Value; Valuation; Value Creation; Energy Industry; Financial Services Industry; Green Technology Industry; Africa; United States

2018
Book Review

Review of: Stéphanie Ginalski: Du capitalisme familial au capitalisme financier? Le cas de l’industrie suisse des machines, de l’électrotechnique et de la métallurgie au XXe siècle, Alphil, 2015

By: Sabine Pitteloud

March 2011
Teaching Note

Calveta Dining Services, Inc.: A Recipe for Growth? (Brief Case)

By: James L. Heskett and Patricia Girardi

Teaching Note for #4261. View Details

Keywords: Corporate Vision; Employee Empowerment; Service Management; Family Businesses; Growth Strategy; Mission and Purpose; Family Business; Employee Relationship Management; Communication; Organizational Structure; Operations; Growth and Development Strategy

April 2015
Case

Dutch Bros. Coffee: A Compelling Future

By: Joshua Margolis and Christine Snively

Travis Boersma, co-founder and President of the Dutch Bros. coffee chain, faces three operational decisions that will shape the company's growth trajectory and distinctive culture. First, should they offer a specialty coffee at a subset of their stores in one region... View Details

Keywords: Culture And Community; Service Management; Retail; Food; Managing Growth; Family Business; Small Business; Leadership; Culture; Food and Beverage Industry; Oregon

2020
Working Paper

Overcoming the Cold Start Problem of CRM Using a Probabilistic Machine Learning Approach

By: Eva Ascarza

The success of Customer Relationship Management (CRM) programs ultimately depends on the firm's ability to understand consumers' preferences and precisely capture how these preferences may differ across customers. Only by understanding customer heterogeneity, firms can... View Details

Keywords: Customer Management; Targeting; Deep Exponential Families; Probabilistic Machine Learning; Cold Start Problem; Customer Relationship Management; Customer Value and Value Chain; Consumer Behavior; Analytics and Data Science; Mathematical Methods; Retail Industry

July 2012 (Revised May 2024)
Case

Lyric Dinner Theater (A)

By: Richard G. Hamermesh and Jim Sharpe

Looking back at five years of losses, Rivka Belzer, a newly minted MBA, steps into her family owned business with their mandate to turn it around or close it. In her first six months, she has made a number of changes, with mixed results, but is beginning to show a... View Details

Keywords: Entrepreneurs; Entrepreneurial Management; Crisis Management; Family Business; Turnarounds; Financial Crisis; Boards Of Directors; Operations Management; Strategy Implementation; Career Planning; Entrepreneurship; Entertainment and Recreation Industry; United States

August 2020
Article

Contextual Determinants of Parental Reflective Functioning: Children with Autism versus Their Typically Developing Siblings

By: Yael Enav, Dana Erhard-Weiss, Amit Goldenberg, Marguerite Knudston, Antonio Y. Hardan and James J. Gross

In this study, we examined parental reflective functioning using the Parental Developmental Interview when parents were talking about their interactions with their child with autism versus the child’s typically developing siblings. Our sample included 30 parents who... View Details

Keywords: Autism Spectrum Disorders; Family Functioning And Support; Parents; Reflective Functioning; Siblings; Health Disorders; Family and Family Relationships

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(Revised May 2024)
Teaching Note

Lyric Dinner Theater (A) and (B)

By: Richard G. Hamermesh, Jim Sharpe and Noah Fisher

This teaching note is associated with HBS cases 813-043 and 813-044. View Details

Keywords: Turnarounds; Turnaround; Operations Management; Family Business; Family-owned Business; Hiring; Careers; Sales; Operations; Entrepreneurship; Negotiation; Entertainment and Recreation Industry; Saint Louis

September 2018 (Revised November 2018)
Case

From Beirut With Love (A)

By: Christina R. Wing, Esel Y. Cekin and Samer Al-Rachedy

This case describes how Robert Fadel, CEO and chairman of ABC, one of Lebanon’s leading retail and real estate groups, professionalized the family business. Robert was the second son of the company’s founder, Maurice Fadel, who had run it single-handedly. Concerned... View Details

November 2016 (Revised April 2018)
Case

Darby's Investment in Sirma: Professionalizing an Entrepreneurial Firm

By: Suraj Srinivasan and Eren Kuzucu

In March 2010, Burak Dalgın (HBS MBA 2004) led private equity firm Darby's investment in Sırma, a local Turkish water and beverage company. Sırma was owned and managed by members of two Turkish business families. The existing management, while being highly... View Details

Keywords: Control Systems; Variance Analysis; Emerging Markets; Debt; Family Ownership; Turkey; Valuation; Business or Company Management; Private Equity; Financial Reporting; Investment; Budgets and Budgeting; Food and Beverage Industry; Turkey

December 2017 (Revised January 2018)
Case

Alltech

By: David E. Bell and Natalie Kindred

Alltech was a Lexington, Kentucky–based producer of supplements for animal feed, with revenues of over $2 billion (projected to reach $3 billion in 2018), sales in 120 countries, 5,000 employees, and 100 manufacturing plants worldwide. For nearly four decades, Alltech... View Details

September 2014
Case

Radiometer, 2013

By: John R. Wells and Galen Danskin

In 2013, Radiometer continued to lead the world in blood gas analysis equipment and accessories, selling direct and through distributors to hospital central laboratories, point-of-care locations, and non-hospital medical locations. Founded in 1935 and based in Denmark,... View Details

Keywords: Medical Devices; Medical Equipment ＆ Devices; Mergers ＆ Acquisitions; Strategic Analysis; Strategic Change; Family Business; Strategy; Mergers and Acquisitions; Medical Devices and Supplies Industry; Denmark; United States

May 2013
Supplement

AME Learning Inc.

This is the Spreadsheet Supplement for HBS Case #810065 (AME Learning). Includes Exhibit 1, Exhibit 2, Exhibit 8, and Exhibit 9. View Details

Keywords: Entrepreneurial Management; Entrepreneurs; Angels; Angel Investors; Growth Planning And Management; Growth Strategy; Family Businesses; Family-owned Business; Careers; Venture Capital; Entrepreneurship; Personal Development and Career; Family and Family Relationships; Family Business; Canada; United States

August 2014
Case

Opening the Valve: From Software to Hardware (A)

By: Ethan Bernstein, Francesca Gino and Bradley Staats

Valve, one of the world's top video game software companies, has also become an iconic example of an organization with virtually no hierarchy. A 400-person organization, Valve's unique organizational form (described in detail in the case and accompanying employee... View Details

Research Summary

Overview

In my research historical inquiry plays an important part in understanding the continuities from the pre-1949 past and the complex convergence of business institutions in the process of China’s current economic, political, and social modernization. Historians are able... View Details

Keywords: Business History; China; Business Government Relations; Entrepreneurs; Family Business; Industrial Development; Infrastructure; Transportation; Entrepreneurship; History; Manufacturing Industry; Transportation Industry; Rail Industry; Construction Industry; Asia

July 2012 (Revised November 2012)
Case

Dragonfly Corporation

By: Howard H. Stevenson and Jim Sharpe

After 3 years of losses and under legal threats from their landlord, a husband and wife team are faced with shutting the company down, buying time with the landlord or turning to their parents for additional funds. Despite opening a new location and seeing that sales... View Details

Keywords: Entrepreneurs; Entrepreneurial Management; Turnarounds; Bankruptcy; Bank Loan; Crisis Management; Family Business; Retail Trade; Financial Crisis; Financial Analysis; Entrepreneurship; Insolvency and Bankruptcy; Retail Industry; United States

September 2014
Case

Radiometer, 2003

By: John R. Wells and Galen Danskin

In 2003, Radiometer was the world's leading supplier of blood gas analysis equipment and accessories for critical care patients. Based in Denmark, Radiometer sold through a combination of sales subsidiaries and distributors around the world, and generated sales of over... View Details

Keywords: Medical Devices; Medical Equipment ＆ Devices; Mergers ＆ Acquisitions; Strategic Analysis; Strategic Change; Family Business; Strategy; Medical Devices and Supplies Industry; Denmark; United States

June 2013
Supplement

AME Learning Inc. (Video Supplement)

By: Jim Sharpe

This is the Video Supplement for AME Learning, Inc., HBS Case #810065. View Details

Keywords: Entrepreneurial Management; Entrepreneurs; Angels; Angel Investors; Growth Planning And Management; Growth Strategy; Family Businesses; Family-owned Business; Careers; Venture Capital; Entrepreneurship; Personal Development and Career; Family and Family Relationships; Family Business; Publishing Industry; Education Industry; Canada; United States

August 2014 (Revised August 2015)
Supplement

Opening the Valve: From Software to Hardware (B)

By: Ethan Bernstein, Francesca Gino and Bradley Staats

Valve, one of the world's top video game software companies, has also become an iconic example of an organization with virtually no hierarchy. A 400-person organization, Valve's unique organizational form (described in detail in the case and accompanying employee... View Details

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