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Publications

Publications

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  • All HBS Web  (65)
    • Faculty Publications  (13)

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    • All HBS Web  (65)
      • Faculty Publications  (13)

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      • 2024
      • Working Paper

      Scaling Core Earnings Measurement with Large Language Models

      By: Matthew Shaffer and Charles CY Wang
      We study the application of large language models (LLMs) to the estimation of core earnings, i.e., a firm's persistent profitability from its core business activities. This construct is central to investors' assessments of economic performance and valuations. However,... View Details
      Keywords: Large Language Models; AI and Machine Learning; Accounting; Profit; Corporate Disclosure; Analytics and Data Science; Measurement and Metrics
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      Shaffer, Matthew, and Charles CY Wang. "Scaling Core Earnings Measurement with Large Language Models." Working Paper, November 2024.
      • 2024
      • Working Paper

      Valuing Stocks With Earnings

      By: Sebastian Hillenbrand and Odhrain McCarthy
      We show that commonly used aggregate earnings are several times as volatile as stock prices over the last three decades. Movements in the price-earnings ratio are thus entirely explained by earnings growth and unrelated to future returns. As an alternative to the... View Details
      Keywords: Price; Investment Portfolio; Stocks; Behavioral Finance; Accounting
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      Hillenbrand, Sebastian, and Odhrain McCarthy. "Valuing Stocks With Earnings." Working Paper, April 2024.
      • July 2023 (Revised October 2024)
      • Case

      Revenue Recognition at Stride Funding: Making Sense of Revenues for a Fintech Startup

      By: Paul M. Healy and Jung Koo Kang
      The case explores the challenges of revenue recognition and financial reporting for Stride Funding (Stride), a fintech startup that has disrupted the student loan market. Stride leveraged proprietary machine learning and financial models to underwrite alternative... View Details
      Keywords: Revenue Recognition; Financial Reporting; Entrepreneurial Finance; Business Startups; Growth and Development Strategy; Governance Compliance; Accrual Accounting; Financial Services Industry; United States
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      Healy, Paul M., and Jung Koo Kang. "Revenue Recognition at Stride Funding: Making Sense of Revenues for a Fintech Startup." Harvard Business School Case 124-015, July 2023. (Revised October 2024.)
      • Article

      Core Earnings: New Data and Evidence

      By: Ethan Rouen, Eric C. So and Charles C.Y. Wang
      Using a novel dataset, we show that components of firms' GAAP earnings stemming from ancillary business activities or transitory shocks are significant in frequency and magnitude. These components have grown over time and are dispersed across various sections of the... View Details
      Keywords: Core Earnings; Transitory Earnings; Non-operating Earnings; Quantitative Disclosures; Equity Valuation; Big Data; Business Earnings; Financial Reporting; Valuation; Analytics and Data Science
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      Rouen, Ethan, Eric C. So, and Charles C.Y. Wang. "Core Earnings: New Data and Evidence." Journal of Financial Economics 142, no. 3 (December 2021): 1068–1091.
      • May 2021 (Revised September 2021)
      • Case

      Accounting for Bitcoin at Tesla

      By: Charles C.Y. Wang and Siyu Zhang
      On February 8, 2021, Tesla revealed, through its 10-K filing to the Securities and Exchange Commission (SEC), that it had purchased $1.5 billion of Bitcoin, totaling 7.5% of the company’s cash, and that it planned to accept payments in the cryptocurrency soon. These... View Details
      Keywords: Bitcoin; Accounting; Currency; Communication Intention and Meaning; Strategy; Investment Portfolio; Emerging Markets; Risk and Uncertainty; Value Creation
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      Wang, Charles C.Y., and Siyu Zhang. "Accounting for Bitcoin at Tesla." Harvard Business School Case 121-074, May 2021. (Revised September 2021.)
      • September 2, 2020
      • Article

      How to Pay for Public Option Without Tax Hike

      By: Regina E. Herzlinger and Richard Boxer
      A bipartisan combination of the two parties’ most popular initiatives can expand health care coverage, significantly reduce costs, and enable freedom of choice, without raising taxes. Along the way, we can revitalize competition between public and private plans. Our... View Details
      Keywords: Health Insurance; Public Option; Health Care and Treatment; Insurance; Cost Management; United States
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      Herzlinger, Regina E., and Richard Boxer. "How to Pay for Public Option Without Tax Hike." RealClearPolicy (September 2, 2020).
      • August 2018
      • Case

      Tapping Growth at Lord Hobo Brewing Company

      By: Ethan Rouen and Susanna Gallani
      Lord Hobo Brewing Company accounts for its inventory process as it prepares to create its first set of professional financial statements for investors. View Details
      Keywords: Inventory; Start-ups; Craft Brewing; Investing; GAAP; Brand Management; Accounting; Working Capital; Entrepreneurship; Private Equity; Business Startups; Business and Shareholder Relations; Food and Beverage Industry; Boston; New England; United States
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      Rouen, Ethan, and Susanna Gallani. "Tapping Growth at Lord Hobo Brewing Company." Harvard Business School Case 119-028, August 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.)
      • 2016
      • Book

      An Easy Introduction to Financial Accounting: A Self-Study Guide

      By: V.G. Narayanan
      This book is a self-study guide written for someone who wishes to teach themselves basic financial accounting. It is based on a course by the same author that has been successfully completed by thousands of students worldwide. It explains concepts in simple language... View Details
      Keywords: Financial Accounting; Introduction To Financial Accounting; HBX; HBX CORe; HBX CORe Financial Accounting; Introduction To Accounting; Accounting
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      Narayanan, V.G. An Easy Introduction to Financial Accounting: A Self-Study Guide. 1st ed. Boston: Independently published, 2016.
      • 2015
      • Chapter

      Reliable Sustainability Ratings: The Influence of Business Models on Information Intermediaries

      By: Robert G. Eccles, Jock Herron and George Serafeim
      A new generation of corporate reporting—integrated reporting—is emerging that will help investors and other key stakeholders such as employees, customers, suppliers, and NGOs develop a deeper and more comprehensive appreciation of corporate performance than what is... View Details
      Keywords: Sustainability; Business Models; Business Model
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      Eccles, Robert G., Jock Herron, and George Serafeim. "Reliable Sustainability Ratings: The Influence of Business Models on Information Intermediaries." Chap. 48 in The Routledge Handbook of Responsible Investment, edited by Tessa Hebb, James Hawley, Andreas Hoepner, Agnes Neher, and David Wood. Routledge, 2015.
      • 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.)
      • 2013
      • Book

      Business Analysis and Valuation: Using Financial Statements, Text and Cases

      By: Krishna G. Palepu and Paul M. Healy
      This book provides a framework for business analysis and has been used by business schools throughout the world. It provides a foundation for analysis using four key steps: 1) Strategy analysis: Identifying a firm's strategy and understanding sources of its competitive... View Details
      Keywords: Governance; Debt Securities; Valuation; Performance Evaluation; Financial Statements; Credit; Business Ventures; Strategy; Financial Condition; Mergers and Acquisitions; Forecasting and Prediction
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      Palepu, Krishna G., and Paul M. Healy. Business Analysis and Valuation: Using Financial Statements, Text and Cases. 5th ed. Cengage Learning, 2013.
      • Spring 2013
      • Article

      Does Mandatory IFRS Adoption Improve the Information Environment?

      By: Joanne Horton, George Serafeim and Ioanna Serafeim
      We examine the effect of mandatory International Financial Reporting Standards (IFRS) adoption on firms' information environment. We find that after mandatory IFRS adoption, consensus forecast errors decrease for firms that mandatorily adopt IFRS relative to forecast... View Details
      Keywords: International Accounting; Financial Reporting; Standards; Information; Quality; Earnings Management
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      Horton, Joanne, George Serafeim, and Ioanna Serafeim. "Does Mandatory IFRS Adoption Improve the Information Environment?" Contemporary Accounting Research 30, no. 1 (Spring 2013): 388–423.
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