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      • 2019
      • Working Paper

      Machine Learning Approaches to Facial and Text Analysis: Discovering CEO Oral Communication Styles

      By: Prithwiraj Choudhury, Dan Wang, Natalie A. Carlson and Tarun Khanna
      We demonstrate how a novel synthesis of three methods—(1) unsupervised topic modeling of text data to generate new measures of textual variance, (2) sentiment analysis of text data, and (3) supervised ML coding of facial images with a cutting-edge convolutional neural... View Details
      Keywords: Spoken Communication; Business History; Analytics and Data Science; Finance; Performance
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      Choudhury, Prithwiraj, Dan Wang, Natalie A. Carlson, and Tarun Khanna. "Machine Learning Approaches to Facial and Text Analysis: Discovering CEO Oral Communication Styles." Harvard Business School Working Paper, No. 18-064, January 2018. (Revised May 2019.)
      • 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.
      • January 2018 (Revised July 2019)
      • Case

      Big Apple Circus: Time to Fold the Tent?

      By: David G. Fubini and Matthew Wiger
      By 2016, the Big Apple Circus has weathered many storms in its 38 seasons as one of the most well-known New York City nonprofits. Will Weiss, the executive director, has witnessed his share of chaos during four years at Big Apple. After a slight resurgence following... View Details
      Keywords: Turnarounds; Bankruptcy; "Live Entertainment; Art; Crisis Management; Financial Crisis; Organizational Culture; Entertainment; Insolvency and Bankruptcy; Decision Choices and Conditions; Entertainment and Recreation Industry
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      Fubini, David G., and Matthew Wiger. "Big Apple Circus: Time to Fold the Tent?" Harvard Business School Case 418-050, January 2018. (Revised July 2019.)
      • January 2018
      • Technical Note

      Business at the Base of the Pyramid: Understanding Impact and Impact Evaluations

      By: V. Kasturi Rangan and Tricia Gregg
      Unlike financial success, there is no clear consensus regarding how best to define and measure social impact. This HBS Technical Note written for students of the HBS MBA course Business at the Base of the Pyramid (BBOP), offers readers pragmatic perspectives on how the... View Details
      Keywords: Developing Countries and Economies; Social Issues; Value Creation; Human Needs; Performance Evaluation
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      Rangan, V. Kasturi, and Tricia Gregg. "Business at the Base of the Pyramid: Understanding Impact and Impact Evaluations." Harvard Business School Technical Note 518-057, January 2018.
      • 2018
      • Working Paper

      Zig-Zagging Your Way to Transformative Impact

      By: V. Kasturi Rangan and Tricia Gregg
      Achieving transformative impact has been much discussed by social entrepreneurs, funders, and consultants. These discussions have focused on issues of increasing impact and scale, but often with no clear distinction between the two terms. In order to provide clarity,... View Details
      Keywords: Social Entrepreneurship; Performance Efficiency; Growth and Development; Outcome or Result; Strategy
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      Rangan, V. Kasturi, and Tricia Gregg. "Zig-Zagging Your Way to Transformative Impact." Harvard Business School Working Paper, No. 18-062, January 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–February 2018
      • Article

      Inclusive Growth: Profitable Strategies for Tackling Poverty and Inequality

      By: Robert S. Kaplan, George Serafeim and Eduardo Tugendhat
      More than a billion people in the developing world remain in extreme poverty and outside the formal economy. Traditional CSR programs have done little to alleviate the situation and rarely produce transformative change.
      Instead of trying to fix local problems,... View Details
      Keywords: Inclusive Growth; Sustainability; Social Impact; Business Strategy; Shared Value; Impact Investing; Inequality; Corporate Governance; Balanced Scorecard; Strategy Execution; Economic Growth; Developing Countries and Economies; Poverty; Equality and Inequality; Corporate Social Responsibility and Impact; Strategy; Investment
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      Kaplan, Robert S., George Serafeim, and Eduardo Tugendhat. "Inclusive Growth: Profitable Strategies for Tackling Poverty and Inequality." Harvard Business Review 96, no. 1 (January–February 2018): 127–133.
      • January–February 2018
      • Article

      The Leader's Guide to Corporate Culture: How to Manage the Eight Critical Elements of Organizational Life

      By: Boris Groysberg, Jeremiah Lee, Jesse Price and J. Yo-Jud Cheng
      Executives are often confounded by culture, because much of it is anchored in unspoken behaviors, mindsets, and social patterns. But when properly managed, culture can help them achieve change and build organizations that will thrive in even the most trying times. In... View Details
      Keywords: Organizational Culture; Performance Effectiveness; Strategy; Organizational Change and Adaptation
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      Groysberg, Boris, Jeremiah Lee, Jesse Price, and J. Yo-Jud Cheng. "The Leader's Guide to Corporate Culture: How to Manage the Eight Critical Elements of Organizational Life." Harvard Business Review 96, no. 1 (January–February 2018): 44–52.
      • January–February 2018
      • Article

      The New CEO Activists

      By: Aaron K Chatterji and Michael W. Toffel
      Though corporations have been lobbying the government and making campaign donations for a long time now, in recent years a dramatic new trend has emerged in U.S. politics: CEOs are taking very public stands on thorny political issues that have nothing to do with their... View Details
      Keywords: Government Policy; Rights; Leadership & Corporate Accountability; Sustainability; Leadership; Corporate Accountability; Policy; Social Issues; Communication Intention and Meaning; United States
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      Chatterji, Aaron K., and Michael W. Toffel. "The New CEO Activists." Harvard Business Review 96, no. 1 (January–February 2018): 78–89. (Winner of the 2019 HBR Warren Bennis Prize as best 2018 HBR article on leadership. Featured in the HBR Ideacast podcast and an HBR Webinar.)
      • 2018
      • Chapter

      Why Do So Many Chinese Students Come to the United States?

      By: William C. Kirby
      Many books offer information about China, but few make sense of what is truly at stake. The questions addressed in this unique volume provide a window onto the challenges China faces today and the uncertainties its meteoric ascent on the global horizon has provoked.... View Details
      Keywords: Asia; China; Emerging Country; Students; Education; Higher Education; Globalization; International Relations; History; Society; Education Industry; Asia; China; United States
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      Kirby, William C. "Why Do So Many Chinese Students Come to the United States?" Chap. 27 in The China Questions: Critical Insights into a Rising Power, edited by Jennifer Rudolph and Michael Szonyi, 219–230. Cambridge, MA: Harvard University Press, 2018.
      • December 2017 (Revised June 2021)
      • Case

      Tesla's Bid for SolarCity (A)

      By: Charles C.Y. Wang and Raaj Zutshi
      In October 2016, Tesla asked its shareholders to ratify their $2.4 billion bid for SolarCity. Tesla had announced a series of large projects in the preceding months including the unveiling of the Model 3, the new Solar Roof, and pushing forward the opening of the... View Details
      Keywords: Mergers and Acquisitions; Business and Shareholder Relations; Project Finance
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      Wang, Charles C.Y., and Raaj Zutshi. "Tesla's Bid for SolarCity (A)." Harvard Business School Case 118-044, December 2017. (Revised June 2021.)
      • December 2017 (Revised January 2018)
      • Teaching Note

      Bega Cheese: Bidding to Bring Vegemite Back Home

      By: Benjamin C. Esty, Lauren G. Pickle and Greg Saldutte
      In January 2017, the leadership team of Bega Cheese—the Australian dairy company—was considering a bid for Mondelēz International’s Australia and New Zealand (ANZ) grocery business which included several leading consumer brands such as Vegemite, the iconic Australian... View Details
      Keywords: Mergers & Acquisitions; Value Drivers; Discounted Cash Flow (DCF); Dairy Industry; Corporate Scope; Diversification; Consumer Goods; Iconic Brands; Australia; Corporate Finance; Bidding Strategy; Cross Border; Financing; Mergers and Acquisitions; Valuation; Value Creation; Business Divisions; Capital Structure; Food; Bids and Bidding; Consumer Products Industry; Food and Beverage Industry; Australia; United States
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      Ivashina, Victoria, Alexey Tuzikov, and Abhijit Tagade. "Valuation Techniques in Private Equity: LBO Model." Harvard Business School Background Note 218-106, June 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.)
      • December 2017 (Revised January 2022)
      • Supplement

      Bega Cheese: Bidding to Bring Vegemite Back Home

      By: Benjamin C. Esty and Lauren G. Pickle
      In January 2017, the leadership team of Bega Cheese—the Australian dairy company—was considering a bid for Mondelēz International’s Australia and New Zealand (ANZ) grocery business which included several leading consumer brands including Vegemite, the iconic Australian... View Details
      Keywords: Mergers & Acquisitions; Value Drivers; Discounted Cash Flow (DCF); Dairy Industry; Corporate Scope; Consumer Goods; Iconic Brands; Bidding Strategy; Cross Border; Financing; Mergers and Acquisitions; Valuation; Value Creation; Business Divisions; Capital Structure; Food; Bids and Bidding; Diversification; Brands and Branding; Corporate Finance; Consumer Products Industry; Food and Beverage Industry; Australia; United States
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      Esty, Benjamin C., and Lauren G. Pickle. "Bega Cheese: Bidding to Bring Vegemite Back Home." Harvard Business School Spreadsheet Supplement 218-713, December 2017. (Revised January 2022.)
      • December 2017
      • Supplement

      Bega Cheese: Bidding to Bring Vegemite Back Home

      By: Benjamin C. Esty and Lauren G. Pickle
      In January 2017, the leadership team of Bega Cheese—the Australian dairy company—was considering a bid for Mondelēz International’s Australia and New Zealand (ANZ) grocery business which included several leading consumer brands (Vegemite—the iconic Australian spread,... View Details
      Keywords: Mergers & Acquisitions; Value Drivers; Discounted Cash Flow (DCF); Dairy Industry; Corporate Scope; Diversification; Consumer Goods; Iconic Brands; Australia; Corporate Finance; Bidding Strategy; Cross Border; Mergers and Acquisitions; Valuation; Value Creation; Business Divisions; Capital Structure; Food; Bids and Bidding; Retail Industry; Consumer Products Industry; Food and Beverage Industry; Australia; United States
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      Esty, Benjamin C., and Lauren G. Pickle. "Bega Cheese: Bidding to Bring Vegemite Back Home." Harvard Business School Spreadsheet Supplement 218-701, December 2017.
      • December 2017 (Revised February 2021)
      • Case

      Bega Cheese: Bidding to Bring Vegemite Back Home

      By: Benjamin C. Esty and Lauren G. Pickle
      In January 2017, the leadership team of Bega Cheese—the Australian dairy company—was considering a bid for Mondelēz International’s Australia and New Zealand (ANZ) grocery business, which included several leading consumer brands such as Vegemite, the iconic Australian... View Details
      Keywords: Mergers & Acquisitions; Value Drivers; Discounted Cash Flow (DCF); Dairy Industry; Corporate Scope; Consumer Goods; Iconic Brands; Bidding Strategy; Cross Border; Financing; Mergers and Acquisitions; Valuation; Value Creation; Diversification; Business Divisions; Corporate Finance; Capital Structure; Food; Bids and Bidding; Consumer Products Industry; Food and Beverage Industry; Australia; United States
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      Esty, Benjamin C., and Lauren G. Pickle. "Bega Cheese: Bidding to Bring Vegemite Back Home." Harvard Business School Case 218-001, December 2017. (Revised February 2021.)
      • December 2017
      • Response

      Reply: Do Powerful Politicians Really Cause Corporate Downsizing?

      By: Lauren Cohen, Joshua D. Coval and Christopher J. Malloy
      While we commend the initiative of Snyder and Welch (2017), we lay out in this short reply why we remain highly confident in our results and our interpretation thereof. We welcome authors to continue to explore the data for themselves and look forward to the new... View Details
      Keywords: Spending; Private Sector; Taxation; Interest Rates; Business and Government Relations; Investment; Employment; Power and Influence
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      Cohen, Lauren, Joshua D. Coval, and Christopher J. Malloy. "Reply: Do Powerful Politicians Really Cause Corporate Downsizing?" Journal of Political Economy 125, no. 6 (December 2017): 2232–2237.
      • 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 (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.)
      • 2017
      • Working Paper

      Identifying Sources of Inefficiency in Health Care

      By: Amitabh Chandra and Douglas O. Staiger
      In medicine, the reasons for variation in treatment rates across hospitals serving similar patients are not well understood. Some interpret this variation as unwarranted and push standardization of care as a way of reducing allocative inefficiency. However, an... View Details
      Keywords: Health Care and Treatment; Performance Efficiency; Performance Productivity; Mathematical Methods
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      Chandra, Amitabh, and Douglas O. Staiger. "Identifying Sources of Inefficiency in Health Care." NBER Working Paper Series, No. 24035, November 2017.
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