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Publications

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    • All HBS Web  (1,011)
      • Faculty Publications  (21)

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      • 2022
      • Case

      Charting a Course for Boston: Organizing for Change

      By: Lisa C. Cox, Mitchell B. Weiss and Jorrit De Jong
      Michelle Wu had been elected on the promise of systemic change, but four days after her November 2021 election and just eleven days before taking office as mayor of Boston, she was still considering how best to staff and manage a range of over-arching priorities....  View Details
      Keywords: Leadership; Selection and Staffing; City; Organizational Change and Adaptation; Boston
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      Cox, Lisa C., Mitchell B. Weiss, and Jorrit De Jong. "Charting a Course for Boston: Organizing for Change." Cambridge, MA, United States: Bloomberg Harvard City Leadership Initiative Case, 2022.
      • 2020
      • Working Paper

      Is Accounting Useful for Forecasting GDP Growth? A Machine Learning Perspective

      By: Srikant Datar, Apurv Jain, Charles C.Y. Wang and Siyu Zhang
      We provide a comprehensive examination of whether, to what extent, and which accounting variables are useful for improving the predictive accuracy of GDP growth forecasts. We leverage statistical models that accommodate a broad set of (341) variables—outnumbering the...  View Details
      Keywords: Big Data; Elastic Net; GDP Growth; Machine Learning; Macro Forecasting; Short Fat Data; Accounting; Economic Growth; Forecasting and Prediction; Analytics and Data Science
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      Datar, Srikant, Apurv Jain, Charles C.Y. Wang, and Siyu Zhang. "Is Accounting Useful for Forecasting GDP Growth? A Machine Learning Perspective." Harvard Business School Working Paper, No. 21-113, December 2020.
      • March 2021
      • Teaching Plan

      The Black New Venture Competition

      By: Karen G. Mills, Jeffrey J. Bussgang, Martin A. Sinozich and Gabriella Elanbeck
      Black entrepreneurs encounter many unique obstacles when raising capital to start and grow a business, some stemming from deep systemic discrimination. During their second year at Harvard Business School (HBS), MBA students Kimberly Foster and Tyler Simpson decided to...  View Details
      Keywords: Analytics; Startup; Start-up; Startup Financing; Financing; Startups; Start-ups; Business And Community; Business And Society; Business Growth; Discrimination; Women; Women-owned Businesses; African Americans; African-american Entrepreneurs; African-american Investors; African-American Protagonist; African-American Women; Early Stage Funding; Early Stage; Innovation & Entrepreneurship; Innovation Competitions; Entrepreneurial Financing; Business Plan; Business Startups; Diversity; Gender; Race; Entrepreneurship; Venture Capital; Small Business; Leadership; Information Technology; Competition
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      Mills, Karen G., Jeffrey J. Bussgang, Martin A. Sinozich, and Gabriella Elanbeck. "The Black New Venture Competition." Harvard Business School Teaching Plan 821-094, March 2021.
      • January 2021
      • Case

      Digital Transformation 2.0: CEO Elie Girard at Atos

      By: Tsedal Neeley and James Barnett
      Elie Girard has taken the helm as CEO of Atos—multinational IT giant—to lead the company into the next era of digital transformation. Noticing that customers’ digital needs were evolving to become even more specialized and global in scope, he made a bold first step as...  View Details
      Keywords: Restructuring; Change; Leadership; Technology Industry
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      Neeley, Tsedal, and James Barnett. "Digital Transformation 2.0: CEO Elie Girard at Atos." Harvard Business School Case 421-024, January 2021.
      • Article

      Healthy Buildings in 2070

      By: John D. Macomber and Joseph G. Allen
      Fifty years seems a very long time in the future for most industries. Not so in buildings and real estate; built structures routinely last decades if not hundreds of years, as long as they are economically competitive. Any discussion of the 50-year future has to...  View Details
      Keywords: Health & Wellness; Real Estate; Architectural Innovation; Public Health; Health; Buildings and Facilities; Well-being
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      Macomber, John D., and Joseph G. Allen. "Healthy Buildings in 2070." The Bridge 50, no. S (Winter 2020): 11–14. (Special 50th Anniversary Issue edited by Ronald M. Latanision.)
      • September 2020
      • Case

      The Black New Venture Competition

      By: Karen Mills, Jeffrey J. Bussgang, Martin Sinozich and Gabriella Elanbeck
      Black entrepreneurs encounter many unique obstacles when raising capital to start and grow a business. During their second year at Harvard Business School (HBS), MBA students Kimberly Foster and Tyler Simpson decided to do something to make a difference for...  View Details
      Keywords: Startup; Start-up; Startup Financing; Startups; Start-ups; African-American Protagonist; African-american Entrepreneurs; African-american Investors; African-Americans; African-American Women; Black Leadership; Black Inventors; Black Entrepreneurs; Harvard Business School; Harvard; Business And Society; Early Stage Funding; Early Stage Finance; Technology Entrepreneurship; Discrimination; Technology Ventures; Entrepreneurial Finance; Entrepreneurial Financing; Business Plan; Business Startups; Business Ventures; Financing and Loans; Business Growth and Maturation; Diversity; Gender; Race; Entrepreneurship; Venture Capital; Small Business; Leadership; Information Technology; Competition; Technology Industry
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      Mills, Karen, Jeffrey J. Bussgang, Martin Sinozich, and Gabriella Elanbeck. "The Black New Venture Competition." Harvard Business School Case 821-029, September 2020.
      • May 2020
      • Case

      Big Boom Beverages: Fight or Flight?

      By: Stephen A. Greyser and William Ellet
      Four college friends market a beverage that combines ingredients like those in a drink they consumed in college bars. It includes a caffeinated energy drink, malt liquor, and a soft drink flavoring. They launch the business, Big Boom Beverages (BBB), with their own...  View Details
      Keywords: Alcoholic Beverages; Energy Drinks; Regulation; Entrepreneurship; Ethics; Marketing Communications; Corporate Social Responsibility and Impact; Reputation; Communication Strategy; Decision Making
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      Greyser, Stephen A., and William Ellet. "Big Boom Beverages: Fight or Flight?" Harvard Business School Brief Case 920-557, May 2020.
      • Article

      Four Things No One Will Tell You About ESG Data

      By: Sakis Kotsantonis and George Serafeim
      As the ESG finance field and the use of ESG data in investment decision-making continue to grow, the authors seek to shed light on several important aspects of ESG measurement and data. This article is intended to provide a useful guide for the rapidly rising number of...  View Details
      Keywords: ESG; ESG (Environmental, Social, Governance) Performance; ESG Reporting; Data Analytics; Sustainability; Sustainability Reporting; CSR; Transparency; Investment Management; Socially Responsible Investing; Sustainable Finance; Sustainable Development; Inclusion; Inclusive Growth; Corporate Social Responsibility and Impact; Corporate Accountability; Investment; Management; Climate Change; Corporate Governance; Diversity; Integrated Corporate Reporting
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      Kotsantonis, Sakis, and George Serafeim. "Four Things No One Will Tell You About ESG Data." Journal of Applied Corporate Finance 31, no. 2 (Spring 2019): 50–58.
      • March 2019
      • Case

      HOPI: Turkey's Shopping Companion

      By: Sunil Gupta, Donald Ngwe and Gamze Yucaoglu
      The case opens in 2017 as Onur Erbay, CEO of HOPI, a multi-vendor loyalty platform, is contemplating a critical decision. The case chronicles the origins of Boyner Group, the parent company of HOPI and a major retailer in Turkey, and development of retail and customer...  View Details
      Keywords: Loyalty Programs; Multi-vendor Platform; Retail; Big Data; Customer Relationship Management; Mobile and Wireless Technology; Business Model; Analytics and Data Science; Competitive Strategy; Decision Making; Applications and Software; Digital Platforms; Technology Industry; Retail Industry; Turkey
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      Gupta, Sunil, Donald Ngwe, and Gamze Yucaoglu. "HOPI: Turkey's Shopping Companion." Harvard Business School Case 519-057, March 2019.
      • March 2019
      • Case

      Wattpad

      By: John Deighton and Leora Kornfeld
      How to run a platform to match four million writers of stories to 75 million readers? Use data science. Make money by doing deals with television and filmmakers and book publishers. The case describes the challenges of matching readers to stories and of helping writers...  View Details
      Keywords: Platform Businesses; Creative Industries; Publishing; Data Science; Machine Learning; Collaborative Filtering; Women And Leadership; Managing Data Scientists; Big Data; Recommender Systems; Digital Platforms; Information Technology; Intellectual Property; Analytics and Data Science; Publishing Industry; Entertainment and Recreation Industry; Canada; United States; Philippines; Viet Nam; Turkey; Indonesia; Brazil
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      Deighton, John, and Leora Kornfeld. "Wattpad." Harvard Business School Case 919-413, March 2019.
      • May 2018 (Revised July 2018)
      • Case

      EY China (A): Strengthening Presence in a Critical Market

      By: Ashish Nanda, Das Narayandas and Lisa Rohrer
      Soon after being named regional managing partner for Ernst & Yong (EY) China in September 2009, Albert Ng reflects on the enormity of challenges facing EY China. Despite EY Global's commitment to the China practice, EY China’s growth agenda has been reversed, post...  View Details
      Keywords: Professional Services; International Management; Big Four; Strategy And Execution; Emerging Market; Strategy; Leadership; Global Range; Growth and Development Strategy; Emerging Markets; Accounting Industry; China
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      Nanda, Ashish, Das Narayandas, and Lisa Rohrer. "EY China (A): Strengthening Presence in a Critical Market." Harvard Business School Case 718-464, May 2018. (Revised July 2018.)
      • May 2018 (Revised July 2018)
      • Supplement

      EY China (B): An Emerging Giant

      By: Ashish Nanda, Das Narayandas and Lisa Rohrer
      The case outlines how regional managing partner (RMP) Albert Ng steered Ernst & Young (EY) China through a period of significant growth from 2009, when it was the smallest of the Big Four firms in China, to 2017, by when it had become the second largest firm. Partners...  View Details
      Keywords: Professional Services; International Management; Big Four; Strategy And Execution; Emerging Market; Strategy; Growth Management; Leadership; Global Range; Emerging Markets; Competitive Strategy; Accounting Industry; China
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      Nanda, Ashish, Das Narayandas, and Lisa Rohrer. "EY China (B): An Emerging Giant." Harvard Business School Supplement 718-465, May 2018. (Revised July 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.)
      • May 11, 2017
      • Article

      Good Riddance to Big Insurance Mergers

      By: Leemore S. Dafny
      Federal judges issued preliminary injunctions halting mergers of four of the five largest U.S. health insurers. These decisions provide more precedent to support challenges of mergers between competitors in health care markets—whether payers or providers.  View Details
      Keywords: Mergers and Acquisitions; Insurance; Health Care and Treatment; Health Industry; Insurance Industry
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      Dafny, Leemore S. "Good Riddance to Big Insurance Mergers." New England Journal of Medicine 376, no. 19 (May 11, 2017): 1804–1806.
      • November, 2016
      • Article

      Fixing Discrimination in Online Marketplaces

      By: Ray Fisman and Michael Luca
      Online marketplaces such as eBay, Uber, and Airbnb have the potential to reduce racial, gender, and other forms of bias that affect the off-line world. And in the early days of Internet commerce, the relative anonymity of transactions did make it harder for...  View Details
      Keywords: Prejudice and Bias; Digital Platforms; Internet and the Web; Race; Gender
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      Fisman, Ray, and Michael Luca. "Fixing Discrimination in Online Marketplaces." Harvard Business Review 94, no. 12 (November, 2016): 88–95.
      • March 2016
      • Article

      An Analysis of Firms' Self-reported Anticorruption Efforts

      By: Paul M. Healy and George Serafeim
      We use Transparency International's ratings of self-reported anticorruption efforts for 480 corporations to analyze factors underlying the ratings. Our tests examine whether these forms of disclosure reflect firms' real efforts to combat corruption or are cheap talk....  View Details
      Keywords: Corruption; Corporate Performance; Growth; Disclosure; Disclosure Strategy; Sustainability; Crime and Corruption; Corporate Disclosure; Performance; Sales
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      Healy, Paul M., and George Serafeim. "An Analysis of Firms' Self-reported Anticorruption Efforts." Accounting Review 91, no. 2 (March 2016): 489–511.
      • Article

      Big Other: Surveillance Capitalism and the Prospects of an Information Civilization

      By: Shoshana Zuboff
      This article describes an emergent logic of accumulation in the networked sphere, 'surveillance capitalism,' and considers its implications for 'information civilization.' The institutionalizing practices and operational assumptions of Google Inc. are the...  View Details
      Keywords: Surveillance Capitalism; Big Data; Google; Information Society; Privacy; Internet Of Everything; Rights; Economic Systems; Analytics and Data Science; Internet and the Web; Ethics
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      Zuboff, Shoshana. "Big Other: Surveillance Capitalism and the Prospects of an Information Civilization." Journal of Information Technology 30, no. 1 (March 2015): 75–89.
      • January 2013 (Revised March 2016)
      • Case

      The Private Company Council

      By: Karthik Ramanna and Luis M. Viceira
      Financial Accounting Foundation chairman Jack Brennan is under pressure from private-company interests to set up a new body—the Private Company Council—to determine separate GAAP for private companies. PCC advocates—including the US Chamber of Commerce—argue that...  View Details
      Keywords: FASB; Lobbying; Political Economy; Accounting; Government and Politics; Leadership; Financial Markets; Accounting Industry; Financial Services Industry; Public Administration Industry
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      Ramanna, Karthik, and Luis M. Viceira. "The Private Company Council." Harvard Business School Case 113-045, January 2013. (Revised March 2016.)
      • Article

      The Future of Economic, Business, and Social History

      By: G. Jones, Marco H.D. van Leeuwen and Stephen Broadberry
      Three leading scholars in the fields of business, economic, and social history review the current state of these disciplines and reflect on their future trajectory. Geoffrey Jones reviews the development of business history since its birth at the Harvard Business...  View Details
      Keywords: Economic History; Business History; History; Asia; Africa; Europe; Latin America; North and Central America
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      Jones, G., Marco H.D. van Leeuwen, and Stephen Broadberry. "The Future of Economic, Business, and Social History." Scandinavian Economic History Review 60, no. 3 (2012): 225–253.
      • January 2008
      • Article

      How to Change the World

      By: Howard H. Stevenson
      Alan Wilson has a decision to make. The CEO of his company, Grepter, wants him to relocate to Zurich, where he can gain valuable experience for a rise to the top. Karl, his best friend, hopes to lure him to a hedge fund that promises big money fast. Shiori, an enticing...  View Details
      Keywords: Decision Choices and Conditions; Values and Beliefs; Compensation and Benefits; Personal Development and Career; Power and Influence
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      Stevenson, Howard H. "How to Change the World." Special Issue on HBS Centennial. Harvard Business Review 86, no. 1 (January 2008).
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