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      • Faculty Publications  (456)

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      • June 2018
      • Article

      Personal and Social Usage: The Origins of Active Customers and Ways to Keep Them Engaged

      By: Clarence Lee, Elie Ofek and Thomas Steenburgh
      We study how digital service firms can develop an active customer base, focusing on two questions. First, how does the way that customers use the service postadoption to meet their own needs (personal usage) and to interact with one another (social usage) vary across... View Details
      Keywords: Customer Engagement; Adoption Routes; Word-of-Mouth; Digital Marketing; Bayesian Estimation; Customers; Communication; Consumer Behavior; Marketing; Internet and the Web; Analytics and Data Science
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      Lee, Clarence, Elie Ofek, and Thomas Steenburgh. "Personal and Social Usage: The Origins of Active Customers and Ways to Keep Them Engaged." Management Science 64, no. 6 (June 2018): 2473–2495. (Lead Article.)
      • May 2018
      • Case

      Kaiser Permanente Colorado: Primary Care Plus

      By: Robert S. Kaplan and Mahek A. Shah
      A geriatrician in Kaiser Permanente’s Colorado region is concerned with the high and growing cost of treating the elderly population. She introduces a new care model, Primary Care Plus, using an interdisciplinary team of a primary care doctor, palliative care... View Details
      Keywords: Primary Health Care; Elderly Patients; Integrated Practice Unit; Interdisciplinary Care; Health Care and Treatment; Age; Cost Management; Performance Improvement; Health Industry; United States; Colorado
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      Kaplan, Robert S., and Mahek A. Shah. "Kaiser Permanente Colorado: Primary Care Plus." Harvard Business School Case 118-053, May 2018.
      • April 2018
      • Case

      Wilderness Safaris: Ecotourism Entrepreneurship

      By: James E. Austin, Megan Epler Wood and Herman B. "Dutch" Leonard
      Wilderness Safaris sees itself as a conservation company that is built on a business model of providing high-end, premium-priced wildlife safaris in various locations in Africa. Dependent on functioning, healthy ecosystems for its long-term survivability as a business,... View Details
      Keywords: Sustainability; Conservation Planning; Corporate Social Responsibility; Ecotourism; Strategy; Social Enterprise; Social Entrepreneurship; Environmental Sustainability; Corporate Social Responsibility and Impact; Expansion; Growth and Development Strategy; Tourism Industry; Entertainment and Recreation Industry; Travel Industry; Africa; Botswana
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      Austin, James E., Megan Epler Wood, and Herman B. "Dutch" Leonard. "Wilderness Safaris: Ecotourism Entrepreneurship." Harvard Business School Case 318-040, April 2018.
      • March 2018
      • Case

      EKOL Logistics: Thinking Outside the Box

      By: Willy C. Shih and Esel Çekin
      This case describes Ekol, an intermodal transportation and logistics company, and how it manages capacity planning. Its busiest routes linked motor vehicle assemblers in Germany and Turkey with many of their parts suppliers, but it had also developed key links in... View Details
      Keywords: Growth And Development; Strategy; Intermodal Transportation; Short-sea Transportation; Capacity Management; Capacity Planning; Delivery Planning; Route Optimization; Car Spare Part; Auto Manufacturing; Automotive Supply Chain; Europe; Turkey; Service Design; Fast Fashion; Near-shoring; Supply Chain; Supply Chain Management; Operations; Performance Capacity; Performance Efficiency; Logistics; Transportation Industry; Auto Industry; Turkey; Germany; Spain; European Union; Europe
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      Shih, Willy C., and Esel Çekin. "EKOL Logistics: Thinking Outside the Box." Harvard Business School Case 618-037, March 2018.
      • 2020
      • Working Paper

      The Impact of CEOs in the Public Sector: Evidence from the English NHS

      By: Katharina Janke, Carol Propper and Raffaella Sadun
      Abstract Governments worldwide have sought to reform the delivery of public services by mimicking private sector governance models that grant CEOs greater autonomy and give them responsibility for meeting key government targets. We examine the effectiveness of this... View Details
      Keywords: CEOs; Management; Performance; Public Sector; Measurement and Metrics; Health Industry
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      Janke, Katharina, Carol Propper, and Raffaella Sadun. "The Impact of CEOs in the Public Sector: Evidence from the English NHS." Harvard Business School Working Paper, No. 18-075, March 2018. (Revised September 2020.)
      • March 2018 (Revised March 2018)
      • Teaching Note

      OpenInvest

      By: Boris Vallee and Caitlin Reimers Brumme
      Founded by a team of hedge fund and NGO alumni, OpenInvest launched its platform in 2015 to enable retail investors to tailor their portfolio to their personal values in an automated way, for instance by screening out weapon manufacturers stocks or overweighting LGBTQ... View Details
      Keywords: Socially Responsible Investing; Investing For Impact; Robo-advisors; Investment; Values and Beliefs; Customization and Personalization; Technology; Financial Services Industry
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      Vallee, Boris, and Caitlin Reimers Brumme. "OpenInvest." Harvard Business School Teaching Note 218-089, March 2018. (Revised March 2018.)
      • March 2018 (Revised August 2020)
      • Case

      Alaska Airlines: Empowering Frontline Workers to Make It Right

      By: Ranjay Gulati, Andrew O'Connell and Caroline de Lacvivier
      This case documents the ongoing efforts by Alaska Airlines to enhance its efforts to become more customer centric by empowering its employees using a service framework. It explores how the airline starts with a completely hands-off approach to empowerment in which... View Details
      Keywords: Employee Empowerment; Customer Focus and Relationships; Employees; Service Delivery; Organizational Culture; Integration; Air Transportation Industry
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      Gulati, Ranjay, Andrew O'Connell, and Caroline de Lacvivier. "Alaska Airlines: Empowering Frontline Workers to Make It Right." Harvard Business School Case 418-063, March 2018. (Revised August 2020.)
      • February 2018
      • Case

      EmQuest: Travel Distribution in the Digital Era

      By: Karim R. Lakhani and Gamze Yucaoglu
      EmQuest, Emirates Group’s travel distribution company, must decide what to do with its contract with the global distribution system it uses, Sabre. Since its founding in 1988, EmQuest was servicing travel agents in the MENA region by providing a connection to over 400... View Details
      Keywords: UAE; Decision; Business Model; Competitive Strategy; Growth and Development Strategy; Decision Choices and Conditions; Business Strategy; Value Creation; Change Management; Emerging Markets; For-Profit Firms; Competitive Advantage; Travel Industry; United Arab Emirates
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      Lakhani, Karim R., and Gamze Yucaoglu. "EmQuest: Travel Distribution in the Digital Era." Harvard Business School Case 618-040, February 2018.
      • February 2018 (Revised March 2018)
      • Case

      Artificial Intelligence and the Machine Learning Revolution in Finance: Cogent Labs and the Google Cloud Platform (GCP)

      By: Lauren Cohen, Christopher Malloy and William Powley
      This case examines the intersection of two firms (Cogent Labs—a machine learning software firm in Tokyo; and Google, the technology infrastructure giant) attempting to exploit the benefits of artificial intelligence and machine learning in the financial services... View Details
      Keywords: Technological Innovation; Finance; Growth and Development Strategy; Business Model; Applications and Software; Infrastructure; Financial Services Industry; Financial Services Industry
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      Cohen, Lauren, Christopher Malloy, and William Powley. "Artificial Intelligence and the Machine Learning Revolution in Finance: Cogent Labs and the Google Cloud Platform (GCP)." Harvard Business School Case 218-080, February 2018. (Revised March 2018.)
      • February 2018 (Revised August 2018)
      • Case

      OpenInvest

      By: Shawn Cole, Boris Vallée and Nicole Tempest Keller
      Founded by a team of hedge fund and NGO alumni, OpenInvest launched its platform in 2015 to enable retail investors to tailor their portfolios to their personal values in an automated way, for instance by screening out weapons manufacturers stocks or overweighting... View Details
      Keywords: Fintech; Impact Investing; Investment Portfolio; Customization and Personalization; Technological Innovation; Social Issues; Growth and Development Strategy; Business Model; Financial Services Industry
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      Cole, Shawn, Boris Vallée, and Nicole Tempest Keller. "OpenInvest." Harvard Business School Case 218-064, February 2018. (Revised August 2018.)
      • January 2018 (Revised March 2019)
      • Teaching Note

      Jumia Nigeria: from Retail to Marketplace (A) and (B)

      By: Ramon Casadesus-Masanell and Karen Elterman
      Founded in 2012, Jumia Nigeria, a startup effort by Germany-based Rocket Internet, aimed to become an African Amazon. The company entered the nascent market and immediately enjoyed an uptick in consumer spending fueled by the strength of Nigeria’s oil-based economy. By... View Details
      Keywords: Retail; Marketplace; Inventory; Ecommerce; Funding; Business Ecosystems; Competition; Business Model; Globalization; Emerging Markets; Expansion; Logistics; E-commerce; Retail Industry; India; Nigeria; Africa
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      Casadesus-Masanell, Ramon, and Karen Elterman. "Jumia Nigeria: from Retail to Marketplace (A) and (B)." Harvard Business School Teaching Note 718-467, January 2018. (Revised March 2019.)
      • January 2018 (Revised January 2019)
      • Case

      ZappRx

      By: Jeffrey J. Bussgang and Olivia Hull
      In October 2015, ZappRx founder Zoe Barry is deciding between two business models for her health technology start-up. Her product, a software application that aims to expedite the prescription fulfillment process for patients with rare diseases, has attracted interest... View Details
      Keywords: Speciality Drugs; Hub Services; Pivot; Speciality Prescriptions; Health Care and Treatment; Customization and Personalization; Internet and the Web; Business Model; Decision Choices and Conditions; Pharmaceutical Industry; Massachusetts
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      Bussgang, Jeffrey J., and Olivia Hull. "ZappRx." Harvard Business School Case 818-001, January 2018. (Revised January 2019.)
      • January 2018
      • Case

      Kids & Company: Entering the U.S.

      By: Boris Groysberg, Matthew G. Preble and Katherine Connolly Baden
      In April 2017, Victoria Sopik and Jennifer Nashmi, CEO and CFO (respectively) of Kids & Company, a Canadian childcare provider that they had co-founded in the early 2000s and developed into a nearly 100-unit enterprise, are discussing how the company should proceed... View Details
      Keywords: Child Care; Childcare; Day Care; Daycare; Early Childhood Education; Strategy; Growth and Development Strategy; Growth Management; Business Strategy; Competitive Strategy; Competitive Advantage; Expansion; Leadership; Marketing; Product Marketing; Brands and Branding; Service Delivery; Service Operations; Product Design; Product Development; Cross-Cultural and Cross-Border Issues; Selection and Staffing; Customer Focus and Relationships; Entrepreneurship; Service Industry; Service Industry; United States; Canada
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      Groysberg, Boris, Matthew G. Preble, and Katherine Connolly Baden. "Kids & Company: Entering the U.S." Harvard Business School Case 418-011, January 2018.
      • January–February 2018
      • Article

      Some Customers Would Rather Leave Without Saying Goodbye

      By: Eva Ascarza, Oded Netzer and Bruce G.S. Hardie
      We investigate the increasingly common business setting in which companies face the possibility of both observed and unobserved customer attrition (i.e., “overt” and “silent” churn) in the same pool of customers. This is the case for many online-based services where... View Details
      Keywords: Churn; Retention; Attrition; Customer Base Analysis; Hidden Markov Models; Latent Variable Models; Customer Relationship Management; Consumer Behavior
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      Ascarza, Eva, Oded Netzer, and Bruce G.S. Hardie. "Some Customers Would Rather Leave Without Saying Goodbye." Marketing Science 37, no. 1 (January–February 2018): 54–77.
      • Article

      TDABC Cost Analysis of Ocular Disorders in an Ophthalmology Emergency Department versus Urgent Care: Clinical Experience at Massachusetts Eye and Ear

      By: Robert S. Kaplan, Jonathan Chou, Mahek Shah, Amy Watts, Matthew Gardiner, Joan Miller and John I. Lowenstein
      Purpose  To perform a cost analysis comparison for managing common ocular disorders in an eye emergency department (ED) versus an urgent care setting using a time-driven activity-based cost model (TDABC) to assist physicians and staff in appropriate allocation of... View Details
      Keywords: Time-driven Activity-based Cost Model; Emergency Room; Urgent Care Clinic; Cost; Analysis; Activity Based Costing and Management; Health Care and Treatment
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      Kaplan, Robert S., Jonathan Chou, Mahek Shah, Amy Watts, Matthew Gardiner, Joan Miller, and John I. Lowenstein. "TDABC Cost Analysis of Ocular Disorders in an Ophthalmology Emergency Department versus Urgent Care: Clinical Experience at Massachusetts Eye and Ear." Journal of Academic Ophthalmology 10 (2018).
      • January 2018
      • Supplement

      Jumia Nigeria PowerPoint Supplement

      By: Ramon Casadesus-Masanell
      Founded in 2012, Jumia Nigeria, a startup effort by Germany-based Rocket Internet, aimed to become an African Amazon. The company entered the nascent market and immediately enjoyed an uptick in consumer spending fueled by the strength of Nigeria’s oil-based economy. By... View Details
      Keywords: Retail; Marketplace; Inventory; Nigeria; Africa; Ecommerce; Funding; Business Ecosystems; Business Ecosystem; Competition; Business Model; Globalization; Emerging Markets; Expansion; Logistics; E-commerce; Retail Industry; India; Nigeria; Africa
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      Casadesus-Masanell, Ramon. "Jumia Nigeria PowerPoint Supplement." Harvard Business School PowerPoint Supplement 718-468, November 2017.
      • November 2017
      • Case

      Poppy: A Modern Village for Childcare

      By: Thomas Eisenmann and Jeff Huizinga
      In 2017, management at Poppy, which matched families that required occasional childcare with thoroughly vetted caregivers, was formulating plans for the Seattle-based seed-stage startup’s next phase of expansion. One option was to grow using the same business model... View Details
      Keywords: Entrepreneurship; Market Design; Multi-Sided Platforms; Marketplace Matching; Expansion; United States
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      Eisenmann, Thomas, and Jeff Huizinga. "Poppy: A Modern Village for Childcare." Harvard Business School Case 818-075, November 2017.
      • November 2017 (Revised April 2019)
      • Case

      Summa Equity: Building Purpose-Driven Organizations

      By: George Serafeim
      In 2015, Reynir Indahl left top Nordic private equity firm Altor Equity Partners to found Summa Equity (Summa). After long contemplation following the financial crisis, Indahl was convinced the financial system was producing negative externalities and that the current... View Details
      Keywords: Corporate Purpose; ESG; ESG (Environmental, Social, Governance) Performance; Social Impact; Investment Management; Management Practices; Innovation; Voice; Environmental Impact; Private Equity; Social Enterprise; Finance; Capital Markets; Management Practices and Processes; Innovation Leadership; Leadership; Innovation and Management; Entrepreneurship; Mission and Purpose; Value Creation; Financial Services Industry; Norway; Sweden; Scandinavia
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      Serafeim, George, and David Freiberg. "Summa Equity: Building Purpose-Driven Organizations." Harvard Business School Case 118-028, November 2017. (Revised April 2019.)
      • October 2017 (Revised November 2017)
      • Case

      NYC311

      By: Constantine E. Kontokosta, Mitchell Weiss, Christine Snively and Sarah Gulick
      Joe Morrisroe, executive director for NYC311, had some gut instincts but no definitive answer to the question he was just asked by one of the mayor’s deputies: “Are some communities being underserved by 311? How do we know we are hearing from the right people?” Founded... View Details
      Keywords: New York City; NYC; 311; NYC311; Big Data; Equal Access; Bias; Data Analysis; Public Entrepreneurship; Urban Informatics; Predictive Analytics; Chief Data Officer; Data Analytics; Cities; City Leadership; Analytics and Data Science; Analysis; Prejudice and Bias; Entrepreneurship; Public Sector; City; Public Administration Industry; New York (city, NY)
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      Kontokosta, Constantine E., Mitchell Weiss, Christine Snively, and Sarah Gulick. "NYC311." Harvard Business School Case 818-056, October 2017. (Revised November 2017.)
      • October 2017 (Revised October 2022)
      • Case

      Jumia Nigeria: from Retail to Marketplace (A)

      By: Ramon Casadesus-Masanell and Namrata Arora
      Founded in 2012, Jumia Nigeria, a startup effort by Germany-based Rocket Internet, aimed to become an African Amazon. The company entered the nascent market and immediately enjoyed an uptick in consumer spending fueled by the strength of Nigeria’s oil-based economy. By... View Details
      Keywords: Retail; Marketplace; Inventory; Ecommerce; Funding; Business Ecosystem; Business Ecosystems; Competition; Business Model; Globalization; Emerging Markets; Expansion; Logistics; Competitive Strategy; E-commerce; Retail Industry; India; Nigeria; Africa
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      Casadesus-Masanell, Ramon, and Namrata Arora. "Jumia Nigeria: from Retail to Marketplace (A)." Harvard Business School Case 718-401, October 2017. (Revised October 2022.)
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