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      • Faculty Publications  (44)

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      The Impact of the General Data Protection Regulation on Internet Interconnection
      The Impact of the General Data Protection Regulation on Internet Interconnection
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      • March 2021
      • Article

      The Impact of the General Data Protection Regulation on Internet Interconnection

      By: Ran Zhuo, Bradley Huffaker, KC Claffy and Shane Greenstein
      The Internet comprises thousands of independently operated networks, where bilaterally negotiated interconnection agreements determine the flow of data between networks. The European Union’s General Data Protection Regulation (GDPR) imposes strict restrictions on...  View Details
      Keywords: Personal Data; Privacy Regulation; Gdpr; Interconnection Agreements; Internet; Governing Rules, Regulations, And Reforms
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      Zhuo, Ran, Bradley Huffaker, KC Claffy, and Shane Greenstein. "The Impact of the General Data Protection Regulation on Internet Interconnection." Telecommunications Policy 45, no. 2 (March 2021).
      • February 2021
      • Case

      Bairong and the Promise of Big Data

      By: Lauren Cohen, Xiaoyan Zhang and Spencer C.N. Hagist
      Bairong CEO Felix Zhang, in launching his credit scoring start-up that incorporates 74,000 variables per individual, found strong initial success. However, the shifting regulatory environment, growing breadth of competitors, difficulties in retaining top talent, and...  View Details
      Keywords: Finance; China
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      Cohen, Lauren, Xiaoyan Zhang, and Spencer C.N. Hagist. "Bairong and the Promise of Big Data." Harvard Business School Case 221-068, February 2021.
      • January 2021
      • Case

      Amazon Shopper Panel: Paying Customers for Their Data

      By: Eva Ascarza and Ayelet Israeli
      This case introduces a new Amazon program that has consumers upload their receipts from transactions outside of Amazon, in exchange for money. Through the discussion, the case aims to exlpore issues in customers’ privacy in the digital age, the value of customers’ own...  View Details
      Keywords: Data Analytics; Data Privacy; Data Management; "marketing Analytics"; Marketing Communication; Marketing Research; Data-driven Management; E-commerce; E-commerce Strategy; Ethical Decision Making; Crm; Consumer Protection; Targeted Advertising; Targeted Policies; Data Ownership; Marketing; Research; Marketing Communications; data And data Sets; Management; Customer Relationship Management; Ethics; Retail Industry; Technology Industry; United States
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      Ascarza, Eva, and Ayelet Israeli. "Amazon Shopper Panel: Paying Customers for Their Data." Harvard Business School Case 521-058, January 2021.
      • 2021
      • Working Paper

      Pricing of Climate Risk Insurance: Regulatory Frictions and Cross-Subsidies

      By: Ishita Sen and Ana-Maria Tenekedjieva
      Homeowners’ insurance provides households financial protection from climate losses. To improve access and affordability, state regulators impose price controls on insurance companies. Using novel data, we construct a new measure of rate setting frictions for individual...  View Details
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      Sen, Ishita, and Ana-Maria Tenekedjieva. "Pricing of Climate Risk Insurance: Regulatory Frictions and Cross-Subsidies." Working Paper, January 2021.
      • Article

      Soul and Machine (Learning)

      By: Davide Proserpio, John R. Hauser, Xiao Liu, Tomomichi Amano, Burnap Alex, Tong Guo, Dokyun (DK) Lee, Randall Lewis, Kanishka Misra, Eric Schwarz, Artem Timoshenko, Lilei Xu and Hema Yoganarasimhan
      Machine learning is bringing us self-driving cars, medical diagnoses, and language translation, but how can machine learning help marketers improve marketing decisions? Machine learning models predict extremely well, are scalable to “big data,” and are a natural fit to...  View Details
      Keywords: Machine Learning; Marketing Applications; Knowledge; Technological Innovation; Core Relationships; Marketing
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      Proserpio, Davide, John R. Hauser, Xiao Liu, Tomomichi Amano, Burnap Alex, Tong Guo, Dokyun (DK) Lee, Randall Lewis, Kanishka Misra, Eric Schwarz, Artem Timoshenko, Lilei Xu, and Hema Yoganarasimhan. "Soul and Machine (Learning)." Marketing Letters 31, no. 4 (December 2020): 393–404.
      • November–December 2020
      • Article

      Our Work-from-Anywhere Future

      By: Prithwiraj Choudhury
      The pandemic has hastened a rise in remote working for knowledge-based organizations. This has notable benefits: Companies can save on real estate costs, hire and utilize talent globally, mitigate immigration issues, and experience productivity gains, while workers can...  View Details
      Keywords: Remote Work; Best Practices; Employment; Health Pandemics; Geographic Location; Opportunities; Problems And Challenges
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      Choudhury, Prithwiraj. "Our Work-from-Anywhere Future." Harvard Business Review 98, no. 6 (November–December 2020).
      • August 2020
      • Case

      Chesapeake Conservancy: Democratizing Data to Protect 30% of the Planet by 2030

      By: Lynda M. Applegate and Ankita Panda
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      Applegate, Lynda M., and Ankita Panda. "Chesapeake Conservancy: Democratizing Data to Protect 30% of the Planet by 2030." Harvard Business School Case 821-017, August 2020.
      • 2020
      • Working Paper

      The Targeting and Impact of Paycheck Protection Program Loans to Small Businesses

      By: Alexander Bartik, Zoë B. Cullen, Edward L. Glaeser, Michael Luca, Christopher Stanton and Adi Sunderam
      The Paycheck Protection Program (PPP) aimed to quickly deliver hundreds of billions of dollars of loans to small businesses, with the loans administered via private banks. In this paper, we use firm-level data to document the demand and supply of PPP funds. Using an...  View Details
      Keywords: Paycheck Protection Program; Targeting; Impact; Entrepreneurship; Health Pandemics; Small Business; Financing And Loans; Outcome Or Result; United States
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      Bartik, Alexander, Zoë B. Cullen, Edward L. Glaeser, Michael Luca, Christopher Stanton, and Adi Sunderam. "The Targeting and Impact of Paycheck Protection Program Loans to Small Businesses." Harvard Business School Working Paper, No. 21-021, August 2020.
      • 2020
      • Working Paper

      EMEs and COVID-19: Shutting Down in a World of Informal and Tiny Firms

      By: Laura Alfaro, Oscar Becerra and Marcela Eslava
      Emerging economies are characterized by an extremely high prevalence of informality, small-firm employment and jobs not fit for working from home. These features factor into how the COVID-19 crisis has affected the economy. We develop a framework that, based on...  View Details
      Keywords: Covid-19; Emerging Economies; Informality; Firm-size Distribution; Health Pandemics; Developing Countries And Economies; Economy; System Shocks; Latin America
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      Alfaro, Laura, Oscar Becerra, and Marcela Eslava. "EMEs and COVID-19: Shutting Down in a World of Informal and Tiny Firms." Harvard Business School Working Paper, No. 20-125, June 2020. (See application of the methodology to Latin American Countries in the IMF Regional Economic Outlook: Western Hemisphere 2020, Chapter 3. https://www.imf.org/en/Publications/REO/WH/Issues/2020/10/13/regional-economic-outlook-western-hemisphere.)
      • May 2020
      • Article

      The Creation and Evolution of Entrepreneurial Public Markets

      By: Shai Bernstein, Abhishek Dev and Josh Lerner
      This paper explores the creation and evolution of new stock exchanges around the world geared towards entrepreneurial companies, known as second-tier exchanges. Using hand-collected novel data, we document the proliferation of these new stock exchanges that were...  View Details
      Keywords: Entrepreneurial Finance; Stock Exchanges; Entrepreneurship; Finance; Initial Public Offering; Capital
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      Bernstein, Shai, Abhishek Dev, and Josh Lerner. "The Creation and Evolution of Entrepreneurial Public Markets." Journal of Financial Economics 136, no. 2 (May 2020): 307–329.
      • March 2020
      • Article

      Explaining the Persistence of Gender Inequality: The Work-family Narrative as a Social Defense Against 24/7 Work Culture

      By: Irene Padavic, Robin J. Ely and Erin M. Reid
      It is widely accepted that the conflict between women’s family obligations and professional jobs’ long hours lies at the heart of their stalled advancement. Yet research suggests that this “work-family narrative” is incomplete: men also experience it and nevertheless...  View Details
      Keywords: 24/7 Work Culture; Hegemonic Narrative; Social Defense; Work-family Conflict; Systems-psychodynamic Theory; Work-life Balance; Personal Development And Career; Gender; Equality And Inequality; Organizational Culture
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      Padavic, Irene, Robin J. Ely, and Erin M. Reid. "Explaining the Persistence of Gender Inequality: The Work-family Narrative as a Social Defense Against 24/7 Work Culture." Administrative Science Quarterly 65, no. 1 (March 2020): 61–111.
      • 2020
      • Working Paper

      The Bulletproof Glass Effect: When Privacy Notices Backfire

      By: Aaron R. Brough, David A. Norton and Leslie John
      Firms typically provide assurances to consumers about data management practices in the form of privacy notices. This manuscript proposes that ironically, such assurances can fuel rather than alleviate privacy concerns. Indeed, we show that consumers react to assurances...  View Details
      Keywords: Choice; Purchase Intent; Privacy; Privacy Notices; Warnings; Assurances; Information Disclosure; Trust; Consumer Behavior; Spending; Decisions; Information; Communication
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      Brough, Aaron R., David A. Norton, and Leslie John. "The Bulletproof Glass Effect: When Privacy Notices Backfire." Harvard Business School Working Paper, No. 20-089, February 2020.
      • 2020
      • Working Paper

      Capital Regulation and Product Market Outcomes

      By: Ishita Sen and David Humphry
      We present evidence of product market adjustments and asset reorganizations from the largest ever shift in risk regulation in a developed insurance market. Using proprietary data on insurance risk exposures from the Bank of England, we develop a measure of regulatory...  View Details
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      Sen, Ishita, and David Humphry. "Capital Regulation and Product Market Outcomes." Working Paper, January 2020.
      • November 2019 (Revised January 2020)
      • Case

      Bayer Crop Science

      By: David E. Bell, Damien McLoughlin, Natalie Kindred and James Barnett
      In mid-2019, a year after German conglomerate Bayer Group closed its acquisition of U.S.-based seeds giant Monsanto, the leadership of Bayer’s Crop Science division (which absorbed Monsanto) is reflecting on the opportunities ahead. Some observers have questioned...  View Details
      Keywords: Agribusiness; Research And Development; Innovation And Invention; Innovation Strategy; Mergers And Acquisitions; Consolidation; Customer Value And Value Chain; Change Management; Agriculture And Agribusiness Industry; Technology Industry; United States; Germany
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      Bell, David E., Damien McLoughlin, Natalie Kindred, and James Barnett. "Bayer Crop Science." Harvard Business School Case 520-055, November 2019. (Revised January 2020.)
      • 2019
      • Working Paper

      The Impact of the General Data Protection Regulation on Internet Interconnection

      By: Ran Zhuo, Bradley Huffaker, KC Claffy and Shane Greenstein
      The Internet comprises thousands of independently operated networks, where bilaterally negotiated interconnection agreements determine the flow of data between networks. The European Union’s General Data Protection Regulation (GDPR) imposes strict restrictions on...  View Details
      Keywords: Personal Data; Privacy Regulation; Gdpr; Interconnection Agreements; Internet; Governing Rules, Regulations, And Reforms; European Union
      Citation
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      Zhuo, Ran, Bradley Huffaker, KC Claffy, and Shane Greenstein. "The Impact of the General Data Protection Regulation on Internet Interconnection." NBER Working Paper Series, No. 26481, November 2019.
      • October 2019
      • Article

      Limited Investment Capital and Credit Spreads

      By: Emil N. Siriwardane
      Using proprietary credit default swap (CDS) data, I investigate how capital shocks at protection sellers impact pricing in the CDS market. Seller capital shocks—measured as CDS portfolio margin payments—account for 12% of the time-series variation in weekly spread...  View Details
      Keywords: Credit Risk; Derivatives; Capital Markets; Credit Derivatives And Swaps; Capital Markets; Credit; Financial Institutions
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      Siriwardane, Emil N. "Limited Investment Capital and Credit Spreads." Journal of Finance 74, no. 5 (October 2019): 2303–2347.
      • July 2018
      • Article

      Reimagining Health Data Exchange: An Application Programming Interface-Enabled Roadmap for India

      By: Satchit Balsari, Alexander Fortenko MD, MPH, Joaquin A. Blaya PhD, Adrian Gropper MD, Malavika Jayaram LLM, Rahul Matthan LLM, Ram Sahasranam, Mark Shankar MD, Suptendra N. Sarbadhikari PhD, Barbara Bierer, Kenneth D. Mandl MD, Sanjay Mehendale MD, MPH and Tarun Khanna
      In February 2018, the Government of India announced a massive public health insurance scheme extending coverage to 500 million citizens, in effect making it the world’s largest insurance program. To meet this target, the government will rely on technology to...  View Details
      Keywords: Health Information Exchange; India; Health Apis; Health Care And Treatment; Information; data And data Sets; Technology; Health Industry; India
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      Balsari, Satchit, Alexander Fortenko MD, MPH, Joaquin A. Blaya PhD, Adrian Gropper MD, Malavika Jayaram LLM, Rahul Matthan LLM, Ram Sahasranam, Mark Shankar MD, Suptendra N. Sarbadhikari PhD, Barbara Bierer, Kenneth D. Mandl MD, Sanjay Mehendale MD, MPH, and Tarun Khanna. "Reimagining Health Data Exchange: An Application Programming Interface-Enabled Roadmap for India." Journal of Medical Internet Research 20, no. 7 (July 2018).
      • June 2018 (Revised June 2018)
      • Case

      Facebook Confronts a Crisis of Trust

      By: William W. George and Amram Migdal
      The case, “Facebook Confronts a Crisis of Trust,” starts with the crisis Facebook founder and CEO Mark Zuckerberg is facing in March 2018 over Cambridge Analytica’s accessing data from 87 million Facebook accounts in order to influence the 2016 U.S. Presidential...  View Details
      Keywords: Facebook; Data Privacy; Data Manipulation; Data Science; Political Campaigns; Political Influence; Voter Mobilization; Voters' Interests; Election Outcomes; Elections; Cambridge Analytica; Mark Zuckerberg; Sheryl Sandberg; Voting; Decision Making; Demographics; Ethics; Geopolitical Units; Government And Politics; Government Legislation; National Security; Political Elections; Information Management; Leadership; Leadership Style; Crisis Management; Social Psychology; Personal Characteristics; Power And Influence; Society; Public Opinion; Technology Industry; United States; United Kingdom
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      George, William W., and Amram Migdal. "Facebook Confronts a Crisis of Trust." Harvard Business School Case 318-145, June 2018. (Revised June 2018.)
      • May 2018 (Revised February 2019)
      • Case

      The Powers That Be (Internet Edition): Google, Apple, Facebook, Amazon, and Microsoft

      By: Jeffrey F. Rayport, Julia Kelley and Nathaniel Schwalb
      As of early 2018, five U.S. technology companies—Google, Apple, Facebook, Amazon, and Microsoft—were among the largest companies in the world. Similarly, three Chinese technology firms—Baidu, Alibaba, and Tencent, or BAT—had emerged as global players due in part to the...  View Details
      Keywords: Internet; Business Ventures; Customers; data And data Sets; Safety; Corporate Strategy; Competitive Strategy; Technology Industry
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      Rayport, Jeffrey F., Julia Kelley, and Nathaniel Schwalb. "The Powers That Be (Internet Edition): Google, Apple, Facebook, Amazon, and Microsoft." Harvard Business School Case 818-111, May 2018. (Revised February 2019.)
      • September 2017 (Revised July 2018)
      • Case

      CyberArk: Protecting the Keys to the IT Kingdom

      By: Raffaella Sadun, David Yoffie and Margot Eiran
      CyberArk was the recognized leader in the Privileged Account Management (PAM) space, a cybersecurity subsegment it had essentially created to secure organizations’ IT systems and sensitive data. Over 17 years, the Israeli company had grown to a market capitalization of...  View Details
      Keywords: Cybersecurity; Strategy; Growth And Development Strategy; Organizational Culture; Competitive Advantage; Information Technology; Information Technology Industry; Israel; United States
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      Sadun, Raffaella, David Yoffie, and Margot Eiran. "CyberArk: Protecting the Keys to the IT Kingdom." Harvard Business School Case 718-418, September 2017. (Revised July 2018.)
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      The Impact of the General Data Protection Regulation on Internet Interconnection
      The Impact of the General Data Protection Regulation on Internet Interconnection
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