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  • All HBS Web  (2,107)
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  • July 2022
  • Supplement

Solution for E-Commerce Analytics for CPG Firms (B): Optimizing Assortment for a New Retailer

By: Ayelet Israeli
Keywords: Data; Data Analysis; Data Analytics; Data Sharing; CPG; Consumer Packaged Goods (CPG); Delivery Planning; Customer Lifetime Value; Online Channel; Retail; Retail Analytics; Retailing Industry; Ecommerce; Grocery; Optimization; Analytics and Data Science; Analysis; Customer Value and Value Chain; Marketing Channels; E-commerce; Retail Industry; Consumer Products Industry; United States
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Israeli, Ayelet. "Solution for E-Commerce Analytics for CPG Firms (B): Optimizing Assortment for a New Retailer." Harvard Business School Spreadsheet Supplement 523-705, July 2022.
  • July 2022
  • Teaching Note

eGrocery and the Role of Data and E-Commerce Analytics for CPG Firms

By: Ayelet Israeli
Teaching Note for HBS Case No. 521-077. View Details
Keywords: Data; Data Analysis; Data Analytics; Data Sharing; CPG; Consumer Packaged Goods (CPG); Delivery Planning; Customer Lifetime Value; Online Channel; Retail; Retail Analytics; Retailing Industry; Ecommerce; Grocery; Optimization; Analytics and Data Science; Analysis; Customer Value and Value Chain; Marketing Channels; E-commerce; Retail Industry; Consumer Products Industry; United States
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Israeli, Ayelet. "eGrocery and the Role of Data and E-Commerce Analytics for CPG Firms." Harvard Business School Teaching Note 523-012, July 2022.
  • December 2007
  • Article

Applying Modern Risk Management to Equity and Credit Analysis

By: Robert C. Merton
Traditional conventions of accounting and actuarial science distort the valuation of capital risk in corporations with pension plans because under these conventions, pension assets and liabilities are not included in balance sheet calculations. The modern risk... View Details
Keywords: Risk Management; Valuation; Financial Reporting; Decision Making; Credit; Financial Statements; Capital; Equity; Compensation and Benefits
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Merton, Robert C. "Applying Modern Risk Management to Equity and Credit Analysis." CFA Institute Conference Proceedings Quarterly 24 (December 2007): 14–22.
  • 25 Apr 2014
  • Video

HBS Digital Initiative

  • September 2020 (Revised September 2021)
  • Supplement

Student Success at Georgia State University (B)

By: Michael W. Toffel, Robin Mendelson and Julia Kelley
This is a supplement to the Student Success at Georgia State University (A) case. The (B) case includes the results of a randomized control trial that Georgia State conducted to test education technology start-up AdmitHub’s chatbot solution as a strategy for improving... View Details
Keywords: Education; Higher Education; Learning; Curriculum and Courses; Demographics; Diversity; Ethnicity; Income; Race; Values and Beliefs; Leadership; Goals and Objectives; Measurement and Metrics; Operations; Organizations; Mission and Purpose; Organizational Culture; Outcome or Result; Performance; Performance Effectiveness; Performance Evaluation; Performance Improvement; Planning; Strategic Planning; Social Enterprise; Nonprofit Organizations; Social Issues; Wealth and Poverty; Equality and Inequality; Information Technology; Digital Platforms; Education Industry; Atlanta
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Toffel, Michael W., Robin Mendelson, and Julia Kelley. "Student Success at Georgia State University (B)." Harvard Business School Supplement 621-039, September 2020. (Revised September 2021.)
  • 15 Aug 2023
  • HBS Case

(Virtual) Reality Check: How Long Before We Live in the 'Metaverse'?

The recent rollout of ChatGPT by OpenAI has set the world abuzz about the potential of artificial intelligence. But whatever happened to the last tech phenomenon, the “metaverse”? The once-heavily hyped future of immersive 3D technology... View Details
Keywords: by Jay Fitzgerald; Technology; Technology; Technology
  • February 2022
  • Case

Cleveland Clinic Abu Dhabi (Abridged)

By: Linda A. Hill and Emily Tedards
In 2006, the Cleveland Clinic and Mubadala Investment Company partnered with a bold ambition to deliver world class healthcare in the United Arab Emirates. In 2015, after nearly a decade of planning and construction, Cleveland Clinic Abu Dhabi opened its doors. By... View Details
Keywords: Organization Behavior; Culture; Alignment; Organizational Effectiveness; Purpose; Impact; Leadership Development; Diversity; Collaboration; Co-creation; Learning Organizations; Empowerment; Teams; Team Dynamics; Teamwork; Team Effectiveness; Trust; Talent; Talent Development And Retention; Psychological Safety; Organizational Evolution; Coaching; Board; Analytics; Innovation; Data; Data Visualization; Digital Technology; Digital; Customer Experience; Experimentation; Change Management; Data-driven Decision-making; Debates; Ecosystem; Partnership; Telemedicine; Sustainability; Global Organizations; Local; Hospital; Healthcare; United Arab Emirates; Health Care and Treatment; Partners and Partnerships; Globalization; Quality; Organizational Culture; Mission and Purpose; Innovation and Management; Information Technology; Joint Ventures; Leadership; Performance Effectiveness; Abu Dhabi; United Arab Emirates
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Hill, Linda A., and Emily Tedards. "Cleveland Clinic Abu Dhabi (Abridged)." Harvard Business School Case 422-056, February 2022.
  • August 2023 (Revised May 2024)
  • Case

Dicerna Pharmaceuticals: Decision Making in Clinical Trial Design and Operations

By: Satish Tadikonda and Amanda McEwen
The success or failure of Dicerna Pharmaceuticals (Dicerna) as an emerging pharmaceutical company would likely hinge on its lead drug candidate Nedosiran and the company’s ability to see it successfully through clinical development. Ralf Rosskamp, Chief Medical... View Details
Keywords: Business Strategy; Health Testing and Trials; Product Development; Governing Rules, Regulations, and Reforms; Pharmaceutical Industry
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Tadikonda, Satish, and Amanda McEwen. "Dicerna Pharmaceuticals: Decision Making in Clinical Trial Design and Operations." Harvard Business School Case 824-018, August 2023. (Revised May 2024.)
  • December 1998 (Revised February 1999)
  • Case

i2 Technologies, Inc.

By: Ananth Raman and Jasjit Singh
Describes the emergence and growth of i2 Technologies and the supply chain planning software industry. In December 1998, i2's market capitalization was in excess of $2 billion; the supply chain planning software industry had annual sales of approximately $1 billion and... View Details
Keywords: Information Technology; Applications and Software; Supply Chain Management; Production; Forecasting and Prediction; Information Technology Industry
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Raman, Ananth, and Jasjit Singh. "i2 Technologies, Inc." Harvard Business School Case 699-042, December 1998. (Revised February 1999.)
  • December 2006 (Revised October 2007)
  • Case

Embrapa

By: David E. Bell and Mary L. Shelman
Brazil's national agricultural research corporation, Embrapa, has developed an integrated crop and livestock production system that will allow farmers and ranchers to intensify production and improve profitability. Broad adoption of the technology would provide the... View Details
Keywords: Agribusiness; Policy; Business and Government Relations; Environmental Sustainability; Technology Adoption; Agriculture and Agribusiness Industry; Brazil
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Bell, David E., and Mary L. Shelman. "Embrapa." Harvard Business School Case 507-019, December 2006. (Revised October 2007.)
  • November 2023 (Revised April 2024)
  • Case

Khanmigo: Revolutionizing Learning with GenAI

By: William A. Sahlman, Allison M. Ciechanover and Emily Grandjean
Already a leader in the edtech space since its 2008 launch, Khan Academy was now one of the first edtech organizations to embrace generative artificial intelligence ("genAI"). In March 2023, Khan Academy began beta testing Khanmigo, a genAI “guide” and tutor built with... View Details
Keywords: Technology Adoption; Leading Change; Entrepreneurship; Risk and Uncertainty; Education; AI and Machine Learning; Corporate Social Responsibility and Impact; Technology Industry; Technology Industry; United States; San Francisco
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Sahlman, William A., Allison M. Ciechanover, and Emily Grandjean. "Khanmigo: Revolutionizing Learning with GenAI." Harvard Business School Case 824-059, November 2023. (Revised April 2024.)
  • October 1990 (Revised November 1992)
  • Case

Ceramics Process Systems Corp. (A)

By: Clayton M. Christensen
A small ceramics company started by a group of MIT professors struggles with some basic technology strategy issues. A plan to take "one commercializable step" at a time in order to get a foothold in the market goes awry because of incompatibility between the company's... View Details
Keywords: Business Startups; Technology; Problems and Challenges; Market Entry and Exit; Innovation Strategy; Technological Innovation; Research and Development; Production; Manufacturing Industry; Cambridge
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Christensen, Clayton M. "Ceramics Process Systems Corp. (A)." Harvard Business School Case 691-028, October 1990. (Revised November 1992.)
  • 07 Jul 2019
  • HBS Case

Walmart's Workforce of the Future

explores how technology and demographics are changing the way companies like Walmart, and their workers, operate. “The pace of change in the retail sector is truly extraordinary,” says Kerr, the D’Arbeloff Professor of Business... View Details
Keywords: by Julia Hanna; Retail

    Elie Ofek

    Elie Ofek is a Professor in the Marketing unit at the Harvard Business School. Professor Ofek's research focuses on new product strategies in technology-driven business environments as well as in consumer-oriented companies in general. He explores interactions... View Details

    Keywords: high technology; high technology; high technology; high technology
    • February 2021 (Revised February 2021)
    • Background Note

    eGrocery and the Role of Data for CPG Firms

    By: Ayelet Israeli, Fedor (Ted) Lisitsyn and Mark A. Irwin
    This notes provides information about the eGrocery industry and how traditional CPG companies handle this channel and potential data. It is recommended to use together with a series of exercises entitled: "E-Commerce Analytics for CPG Firms (A), (B), and (C)." View Details
    Keywords: Data; Data Analysis; Data Analytics; Data Sharing; CPG; Consumer Packaged Goods (CPG); Delivery Planning; Customer Lifetime Value; Online Channel; Retail; Retail Analytics; Retailing Industry; Ecommerce; Grocery; Optimization; Analytics and Data Science; Analysis; Customer Value and Value Chain; Marketing Channels; E-commerce; Retail Industry; Consumer Products Industry; United States
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    Israeli, Ayelet, Fedor (Ted) Lisitsyn, and Mark A. Irwin. "eGrocery and the Role of Data for CPG Firms." Harvard Business School Background Note 521-077, February 2021. (Revised February 2021.)
    • 02 May 2023
    • What Do You Think?

    How Should Artificial Intelligence Be Regulated—if at All?

    Minutes, April 16, 2023. Bailey Schulz, “Schumer proposes plan to address AI’s potential risks,” USA Today, April 18, 2023. Nico Grant and Karen Weise, “A.I. Frenzy Leads Tech Giants to Take Risks in Ethics Rules,” The New York Times,... View Details
    Keywords: by James Heskett; Information Technology; Information Technology
    • July 2022
    • Supplement

    Solution for E-Commerce Analytics for CPG Firms (C): Free Delivery Terms

    By: Ayelet Israeli
    Keywords: Data; Data Analysis; Data Analytics; Data Sharing; CPG; Consumer Packaged Goods (CPG); Delivery Planning; Customer Lifetime Value; Online Channel; Retail; Retail Analytics; Retailing Industry; Ecommerce; Grocery; Optimization; Analytics and Data Science; Analysis; Customer Value and Value Chain; Marketing Channels; E-commerce; Retail Industry; Consumer Products Industry; United States
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    Israeli, Ayelet. "Solution for E-Commerce Analytics for CPG Firms (C): Free Delivery Terms." Harvard Business School Spreadsheet Supplement 523-706, July 2022.
    • September 1991 (Revised January 1992)
    • Case

    Allegheny Ludlum: Research and Engineering Resource Allocation

    By: Dorothy Leonard-Barton and Geoffrey K. Gill
    Allegheny Ludlum's (AL) technical vice president, Jack Shilling faces the task of determining how to allocate engineering resources among five areas of technology. AL's technology organization has great strategic importance and has therefore been untouched by the... View Details
    Keywords: Engineering; Resource Allocation; Information Technology; Policy; Leadership; Decisions; Competency and Skills; Projects; Joint Ventures; Strategy; Technology Industry; Technology Industry
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    Leonard-Barton, Dorothy, and Geoffrey K. Gill. "Allegheny Ludlum: Research and Engineering Resource Allocation." Harvard Business School Case 692-027, September 1991. (Revised January 1992.)
    • February 2014 (Revised August 2016)
    • Case

    Strava

    By: Joseph B. Lassiter III, William A. Sahlman and Sid Misra
    Strava is a new fast-growing social network for the avid cyclist and runner. The Strava case traces the entrepreneurial journey of two serial entrepreneurs who have been co-founders in a prior venture, and who have co-founded Strava 3 years ago. The protagonists must... View Details
    Keywords: Entrepreneurship; Cycling; Biking; Running; Sports; Technology; Mobile App; Mobile; GPS; Motivation; Behavioral Science; Founders; Term Sheet; Investment; Terms; Silicon Valley; Lifestyle; Strava; Financing; Fundraising; Angel; Valuation; Growth; Forecast; Business Startups; Business Plan; Trends; Forecasting and Prediction; Decision Choices and Conditions; Corporate Entrepreneurship; Institutional Investing; Collaborative Innovation and Invention; Innovation Leadership; Innovation Strategy; Innovation and Management; Technological Innovation; Management Succession; Growth Management; Growth and Development Strategy; Market Timing; Technology Industry; Technology Industry; Technology Industry; Technology Industry; Technology Industry; California; New England
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    Lassiter, Joseph B., III, William A. Sahlman, and Sid Misra. "Strava." Harvard Business School Case 814-055, February 2014. (Revised August 2016.)
    • March 2011 (Revised March 2012)
    • Case

    Arck Systems

    By: Ian Larkin
    The Arck Systems series of cases describes the dilemmas faced by a senior sales manager in determining a sales compensation plan at an enterprise software company. The existing compensation plan is aggressive and highly rewards "star" performers. The cases track a... View Details
    Keywords: Compensation and Benefits; Retention; Performance Effectiveness; Salesforce Management; Motivation and Incentives; Software; Information Technology Industry
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    Larkin, Ian. "Arck Systems." Harvard Business School Case 911-056, March 2011. (Revised March 2012.)
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