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      • Faculty Publications  (84)

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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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      Padilla, Nicolas, and Eva Ascarza. "Overcoming the Cold Start Problem of CRM Using a Probabilistic Machine Learning Approach." Journal of Marketing Research (JMR) 58, no. 5 (October 2021): 981–1006.
      • September 2021 (Revised March 2024)
      • Case

      Bühler: Mobilizing Industry around a Common Purpose

      By: Ranjay Gulati, Franz Wohlgezogen and Malini Sen
      Bühler Group, a Swiss multinational processing technology provider, started by selling machines for processing grains and later transitioned into selling food processing solutions. A family-owned business in the fifth generation, Bühler’s high-end milling, grinding,... View Details
      Keywords: Family Business; Customer Focus and Relationships; Machinery and Machining; Corporate Social Responsibility and Impact; Mission and Purpose; Innovation Leadership; Switzerland
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      Gulati, Ranjay, Franz Wohlgezogen, and Malini Sen. "Bühler: Mobilizing Industry around a Common Purpose." Harvard Business School Case 822-001, September 2021. (Revised March 2024.)
      • May 2021
      • Teaching Plan

      Gera Developments: Leadership at a Crossroads

      By: Christina R. Wing and John Masko
      Teaching Plan for HBS Case No. 621-018. For decades, Gera Developments (Gera) was a boutique family-owned real estate development firm in Pune, India. But since 2000, managing director Rohit Gera had turned the company into a dynamic innovator in housing solutions for... View Details
      Keywords: Buildings and Facilities; Business Growth and Maturation; Construction; Geographic Location; Global Strategy; Globalized Firms and Management; Housing; Leadership Style; Management Succession; Organizational Change and Adaptation; Organizational Culture; Family Ownership; Family and Family Relationships; Urban Development; Customization and Personalization; Real Estate Industry; Maharashtra; India; San Francisco
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      Wing, Christina R., and John Masko. "Gera Developments: Leadership at a Crossroads." Harvard Business School Teaching Plan 621-109, May 2021.
      • March 2021 (Revised June 2021)
      • Case

      Scale and Scope at Drake Real Estate Partners

      By: Christina R. Wing and David Lane
      Realizing in early 2021 that their pending real estate investment fund would likely be oversubscribed, Drake Real Estate Partners co-founders Nicolás Ibáñez and David Cotterman were considering how best to continue to diversify their investor base and how to optimize... View Details
      Keywords: Business Growth and Maturation; Family Business; Investment; Ownership; Value Creation; Financial Services Industry; Real Estate Industry; United States; Latin America; Chile
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      Wing, Christina R., and David Lane. "Scale and Scope at Drake Real Estate Partners." Harvard Business School Case 621-065, March 2021. (Revised June 2021.)
      • January 2021
      • Case

      Saham Group: It's In the Genes

      By: Christina R. Wing and Gamze Yucaoglu
      The case opens in August 2020 as Moulay Mhamed Elalamy (Mhamed), CEO of the Saham Group (the Group), a pan-African investment company that operates a variety of businesses out of Morocco, contemplates the Group’s identity, its investment strategy, and how to navigate... View Details
      Keywords: Family and Family Relationships; Family Business; For-Profit Firms; Transformation; Transition; Emerging Markets; Change Management; Private Equity; Investment; Strategy; Insurance Industry; Real Estate Industry; Education Industry; Agriculture and Agribusiness Industry; Morocco; Africa
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      Wing, Christina R., and Gamze Yucaoglu. "Saham Group: It's In the Genes." Harvard Business School Case 621-069, January 2021.
      • July 2020 (Revised November 2020)
      • Case

      Gera Developments: Leadership at a Crossroads

      By: Christina R. Wing and John Masko
      For decades, Gera Developments (Gera) was a boutique family-owned real estate development firm in Pune, India. But since 2000, managing director Rohit Gera had turned the company into a dynamic innovator in housing solutions for urban Indian families. Over the 2010s,... View Details
      Keywords: Buildings and Facilities; Business Growth and Maturation; Construction; Geographic Location; Global Strategy; Globalized Firms and Management; Housing; Leadership Style; Management Succession; Organizational Change and Adaptation; Organizational Culture; Family Ownership; Family and Family Relationships; Urban Development; Customization and Personalization; Real Estate Industry; Maharashtra; India; United States
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      Wing, Christina R., and John Masko. "Gera Developments: Leadership at a Crossroads." Harvard Business School Case 621-018, July 2020. (Revised November 2020.)
      • March–April 2020
      • Article

      What's Really Holding Women Back? It's Not What Most People Think

      By: R. Ely and Irene Padavic
      Ask people to explain why women remain so dramatically underrepresented in the senior ranks of most companies, and you will hear from the vast majority a lament that goes something like this: High-level jobs require extremely long hours, women's devotion to family... View Details
      Keywords: Overwork; Employment; Gender; Equality and Inequality; Work-Life Balance; Organizational Culture
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      Ely, R., and Irene Padavic. "What's Really Holding Women Back? It's Not What Most People Think." Harvard Business Review 98, no. 2 (March–April 2020): 58–67.
      • January 2020
      • Case

      Terra Nova: A Social Business Trying to Unlock Land Rights for the Urban Poor in Brazil

      By: Julie Battilana, Ruth Costas, Marissa Kimsey and Priscilla Zogbi
      Brothers André and Daniel Albuquerque founded the company Terra Nova in 2001 to mediate land disputes between poor families illegally living in urban areas and the official landowners—with the aspiration to improve the lives of the poor. A business-led approach to the... View Details
      Keywords: Mission and Purpose; Social Enterprise; Entrepreneurship; Negotiation; Power and Influence; Social Issues; Conflict and Resolution; Business and Government Relations; Infrastructure; Urban Development; Real Estate Industry; Brazil; Latin America
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      Battilana, Julie, Ruth Costas, Marissa Kimsey, and Priscilla Zogbi. "Terra Nova: A Social Business Trying to Unlock Land Rights for the Urban Poor in Brazil." Harvard Business School Case 420-092, January 2020.
      • September 2019
      • Technical Note

      Care Economy in the U.S. (Primer)

      By: Joseph B. Fuller, William R. Kerr, Manjari Raman and Carl Kreitzberg
      This case describes how caregiving responsibilities influence American employees, firms, and the broader economy. It details how sociodemographic trends in the late 20th century transformed the way that Americans balance their personal and professional lives, analyzing... View Details
      Keywords: Human Resources; Talent and Talent Management; Demographics; Labor; Health Care and Treatment; Family and Family Relationships; Strategy; Management; United States
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      Fuller, Joseph B., William R. Kerr, Manjari Raman, and Carl Kreitzberg. "Care Economy in the U.S. (Primer)." Harvard Business School Technical Note 820-027, September 2019.
      • March 2019
      • Case

      Dabur India: Growing Professional Management from Family Roots

      By: Suraj Srinivasan, Namrata Arora and Jonah Goldberg
      The case opens in December of 2018, with Sunil Duggal, the CEO of Dabur India (a multinational consumer goods conglomerate with a focus in Ayurvedic products) contemplating who should succeed him at the head of the company. The new CEO will have been the first since... View Details
      Keywords: Family Business; Management Succession; Multinational Firms and Management; Business Growth and Maturation
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      Srinivasan, Suraj, Namrata Arora, and Jonah Goldberg. "Dabur India: Growing Professional Management from Family Roots." Harvard Business School Case 119-089, March 2019.
      • 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
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      Padilla, Nicolas, and Eva Ascarza. "Overcoming the Cold Start Problem of CRM Using a Probabilistic Machine Learning Approach." Harvard Business School Working Paper, No. 19-091, February 2019. (Revised May 2020. Accepted at the Journal of Marketing Research.)
      • 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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      Dafny, Leemore S. "Does It Matter If Your Health Insurer Is For Profit? Effects of Ownership on Premiums, Insurance Coverage, and Medical Spending." American Economic Journal: Economic Policy 11, no. 1 (February 2019): 222–265.
      • January 15, 2019
      • Article

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

      By: Josh Baron
      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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      Baron, Josh. "Is Your Company's Strategy Aligned with Your Ownership Model?" Harvard Business Review (website) (January 15, 2019).
      • 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
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      Baldwin, Carliss Y. "Design Rules, Volume 2: How Technology Shapes Organizations: Chapter 14 Introducing Open Platforms and Ecosystems." Harvard Business School Working Paper, No. 19-035, October 2018. (Revised January 2019.)
      • May 2018
      • Article

      Managing the Family Firm: Evidence from CEOs at Work

      By: Oriana Bandiera, Renata Lemos, Andrea Prat and Raffaella Sadun
      We present evidence on the labor supply of CEOs and on whether family and professional CEOs differ on this dimension. We do so through a new survey instrument that allows us to codify CEOs’ diaries in a detailed and comparable fashion and to build a bottom-up measure... View Details
      Keywords: Performance Productivity; Family Ownership; Management
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      Bandiera, Oriana, Renata Lemos, Andrea Prat, and Raffaella Sadun. "Managing the Family Firm: Evidence from CEOs at Work." Review of Financial Studies 31, no. 5 (May 2018): 1605–1653. (Lead article.)
      • February 2018 (Revised October 2024)
      • Case

      Hikma Pharmaceuticals Governance Journey

      By: Lynn Paine, Suraj Srinivasan and Gamze Yucaoglu
      The case opens with Said Darwazah, chairman and CEO of Hikma Pharmaceuticals, the multinational generics company, anticipating the company’s 2017 AGM and reflecting on changes made over the previous year to address concerns expressed by proxy advisors and some... View Details
      Keywords: Boards Of Directors; Pharmaceuticals; Remuneration; Shareholder Engagement; Corporate Governance; Governing and Advisory Boards; Business and Shareholder Relations; Executive Compensation; Business Growth and Maturation; Emerging Markets; Private Sector; For-Profit Firms; Pharmaceutical Industry; Jordan
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      Paine, Lynn, Suraj Srinivasan, and Gamze Yucaoglu. "Hikma Pharmaceuticals Governance Journey." Harvard Business School Case 318-108, February 2018. (Revised October 2024.)
      • January 2018
      • Case

      Ak Gıda: IPO or Strategic Sale

      By: Suraj Srinivasan and Eren Kuzucu
      In 2015, Yıldiz Holding, one of the world’s largest producer of confections, biscuits and crackers, was at the end of its divestiture process from Ak Gida, one of the leading dairy companies in Turkey. The company had adopted a dual track process, pursuing an initial... View Details
      Keywords: Valuation; Private Sector; For-Profit Firms; Business Model; Business Strategy; Competitive Advantage; Growth and Development Strategy; Value Creation; Decision Making; Growth Management; Mergers and Acquisitions; Initial Public Offering; Business Conglomerates; Business Exit or Shutdown; Family Business; Joint Ventures; Food and Beverage Industry; Turkey
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      Srinivasan, Suraj, and Eren Kuzucu. "Ak Gıda: IPO or Strategic Sale." Harvard Business School Case 118-036, January 2018.
      • 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
      Keywords: Alltech; United States; Agribusiness; Agriculture; Animal; Animal Agriculture; Animal Feed; Livestock; Family Business; Vertical Integration; Strategy; Growth; Feed Additives; Feed Supplements; Kentucky; Growth Strategy; Family Businesses; Animal-Based Agribusiness; Acquisition; Business Growth and Maturation; Business Model; Change Management; Trends; Governance; Entrepreneurship; Growth and Development; Intellectual Property; Leadership; Management; Markets; Organizational Culture; Private Ownership; Science; Quality; Risk and Uncertainty; Research; Sales; Agriculture and Agribusiness Industry; Pharmaceutical Industry; United States; Kentucky; Brazil; China
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      Bell, David E., and Natalie Kindred. "Alltech." Harvard Business School Case 518-001, December 2017. (Revised January 2018.)
      • 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
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      Srinivasan, Suraj, and Eren Kuzucu. "Darby's Investment in Sirma: Professionalizing an Entrepreneurial Firm." Harvard Business School Case 117-033, November 2016. (Revised April 2018.)
      • June 2016
      • Case

      Augustine Heard & Co.: Building a Family Business in the China Trade (B)

      By: William C. Kirby and Joycelyn W. Eby
      In 1861, the Heard brothers faced a decision: should they continue their family firm's business model that had made them a successful commission house in China, or was it time to make fundamental adjustments to their work? This case reveals that the brothers decided to... View Details
      Keywords: China; Mercantilism; Family Business; China
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      Kirby, William C., and Joycelyn W. Eby. "Augustine Heard & Co.: Building a Family Business in the China Trade (B)." Harvard Business School Case 316-186, June 2016.
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