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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

February 2019
Article

Does It Matter If Your Health Insurer Is For Profit? Effects of Ownership on Premiums, Insurance Coverage, and Medical Spending

By: Leemore S. Dafny

There is limited empirical evidence about the impact of for-profit health insurers on various outcomes. I study the effects of conversions to for-profit status by Blue Cross Blue Shield (BCBS) affiliates in 11 states, spanning 28 geographic markets. I find both the... View Details

Keywords: Health Insurance; Medical Loss Ratio; Blue Cross; Corporate Governance; Health; Insurance; For-Profit Firms; Insurance Industry; United States

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January 2019
Supplement

Dollar General Bids for Family Dollar Spreadsheet Supplement

By: Jonas Heese, Paula A. Price and Suraj Srinivasan

January 2019 (Revised July 2022)
Case

Jain Irrigation Systems Limited: Continuing a Legacy

By: Forest Reinhardt, Gunnar Trumbull and Mahima Rao-Kachroo

Founded in 1963 by Bhavarlal Jain (Bhau), who believed in “providing solutions for every problem,” Jain Irrigation in 2018 had a global footprint and $1.1 billion in revenue. Bhau had insisted that his business add value to farmers' lives and promote sustainable... View Details

Keywords: Family Business; Mission and Purpose; Corporate Social Responsibility and Impact; Strategic Planning; Problems and Challenges; India

January 15, 2019
Article

Is Your Company's Strategy Aligned with Your Ownership Model?

The legacy of Vanguard founder John Bogle has brought attention to the transformative influence of ownership structures within the business world. Bogle's revolutionary insight into the limitations of active fund management led to the widespread adoption of index... View Details

Keywords: Ownership Type; Business Strategy; Organizational Structure; Strength and Weakness; Competitive Advantage

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December 2018 (Revised July 2023)
Case

Instituto Dara: Breaking the Cycle of Poverty and Illness at Scale

By: Julie Battilana, Marissa Kimsey, Priscilla Zogbi and Johanna Mair

Dr. Vera Cordeiro founded the NGO Instituto Dara in 1991 to help poor families break the cycle of poverty and illness in Brazil. She and her team of employees and volunteers developed a holistic methodology to address the multidimensional sources of poverty based on... View Details

Keywords: Social Innovation; NGO; Scaling; Health; Social Enterprise; Social Entrepreneurship; Non-Governmental Organizations; Health Care and Treatment; Poverty; Health Industry; South America; Brazil

December 26, 2018
Article

Why Family Businesses Need to Find the Right Level of Conflict

Many families avoid conflict because it makes them uncomfortable. For families that own and manage businesses, this is a problem. Conflict avoidance leads people to avoid difficult–but necessary–conversations and decisions. Instead of avoiding conflict, the people who... View Details

Keywords: Management Skills; Conflict and Resolution; Family Business

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December 2018
Case

Corporate Transformation at Merck KGaA, Darmstadt, Germany

By: Joseph B. Fuller, Amy C. Edmondson, Daniela Beyersdorfer and Tonia Labruyere

When Stefan Oschmann became CEO and chairman of the executive board of Merck KGaA, Darmstadt, Germany, in 2016, the company had started its transformation from a mid-tier traditional German industry player to a global modern science and technology player. The... View Details

Keywords: Corporate Governance With Family Ownership; Transformation; Change Management; Restructuring; Corporate Governance; Family Ownership

December 2018
Case

CIR Group: Passing Wealth through the Generations

By: Lauren Cohen, Christopher J. Malloy and Elena Corsi

Rodolfo, Marco, and Edoardo De Benedetti had received from their father his controlling shares in COFIDE, a publicly listed holding company that held 45.8% of CIR Group, another publicly listed holding. The latter held majority shares in GEDI, Italy’s largest print... View Details

Keywords: Succession Planning; Transferring Shares; Wealth Management; Holding Structures; Family Ownership; Ownership Stake; Management Succession; Governing and Advisory Boards; Policy; Media and Broadcasting Industry; Media and Broadcasting Industry; Italy

December 2018 (Revised January 2019)
Case

Junson Capital: Building an Institutionalized Family Office

By: Christopher J. Malloy, Lauren H. Cohen, Hao Gao and Dawn H. Lau

November 2018
Case

Governance Transition at Anadolu Group

By: Paul M. Healy and Esel Y. Cekin

Kamil Yazici and Izzet Ozilhan founded and built Anadolu Group Holding—a family business that grew into a multi-billion-dollar regional powerhouse. For 57 years they were equal partners in running the company. They then handed over a leadership role to a next... View Details

November 2018 (Revised January 2021)
Case

Peak Investment Capital

By: Richard S. Ruback and Royce Yudkoff

Kobbina Awuah (MBA 2014) became intrigued with the possibility of adapting Entrepreneurship through Acquisition in Ghana, where he grew up and where his family still lived. While he knew he could work for a multi-national enterprise located in Ghana, he was confident... View Details

Keywords: Entrepreneurship In Africa; Entrepreneurship Through Acquisition; Entrepreneurship; Acquisition; Ghana

October 2018 (Revised August 2023)
Case

Safecast: Bootstrapping Human Capital to Big Data

By: Ethan Bernstein and Stephanie Marton

On March 11, 2011, at 2:46pm, a 9.1-on-the-Richter-scale, six-minute long earthquake unleashed a tsunami that ravaged the Tohoku region of Japan, damaging the Fukushima Daiichi Nuclear Power facility and releasing sufficient radioactive material into the air and ocean... View Details

October 2018
Case

American Family Insurance and the Artificial Intelligence Opportunity

By: Rajiv Lal and Scott Johnson

2019
Working Paper

Design Rules, Volume 2: How Technology Shapes Organizations: Chapter 14 Introducing Open Platforms and Ecosystems

By: Carliss Y. Baldwin

The purpose of this chapter is to lay the groundwork for a comprehensive theoretical investigation of open platform systems. To do this, we must first recognize that, although there is a strong family resemblance among all platform systems, there are different types of... View Details

Keywords: Open Platforms; Business Ecosystems; Information Technology; Organizational Design; Industry Structures; Digital Platforms

October 2018
Article

A Theory of Intergenerational Mobility

By: Gary Becker, Scott Duke Kominers, Kevin Murphy and Jorg L. Spenkuch

We develop a model of intergenerational resource transmission that emphasizes the link between cross-sectional inequality and intergenerational mobility. By drawing on first principles of human capital theory, we derive several novel results. In particular, we show... View Details

Keywords: Intergenerational Mobility; Inequality; Complementarities; Equality and Inequality; Human Capital; Income; Family and Family Relationships

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September 2018
Supplement

Advent International: Kroton Investment

By: Victoria Ivashina, Priscilla Zogbi and Ruth Kostas

Keywords: Private Equity; Acquisition; IPO; Valuation; Education; Distance Learning; Turnaround; Growth; Exit; PE; Buyer; Middle-class; Low Income; K-12; Entrepreneur; Family Business; University; College; Consolidation; Fragmentation; Penetration; Value; Shares; Control; Negotiation; Equity; Transaction; Board; Majority; Minority; Post-secondary; Leverage; Campus; Deal; Shareholder; Tag Along

September 2018 (Revised January 2019)
Case

Sobha Group Real Estate: Backward Integration for Quality

By: John Macomber and Alpana Thapar

From humble beginnings in Kerala, India, Mr. PNC Menon built a reputation for quality, detail, and trustworthiness, earning him major construction commissions in the Gulf region. This paved the way for venturing into real estate development in Dubai, UAE. Striving to... View Details

Keywords: Real Estate; Backward Integration; Land Acquisition; Raising Capital; Construction; Family Business; Decision Making; Joint Ventures; Quality; Real Estate Industry; Construction Industry; India; Middle East; Dubai

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

September 2018
Supplement

From Beirut With Love (B): The Last Judgment

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

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