Publications

Educators

Article

Gathering Data for Archival, Field, Survey, and Experimental Accounting Research

By: Robert Bloomfield, Mark W. Nelson and Eugene F. Soltes

In the published proceedings of the ﬁrst Journal of Accounting Research Conference, Vatter (1966) lamented that “Gathering direct and original facts is a tedious and difﬁcult task, and it is not surprising that such work is avoided.” For the 50th JAR Conference,... View Details

Keywords: Archival; Data; Experiment; Empirical Methods; Field Study; Analytics and Data Science; Surveys; Financial Reporting

15 May 2017
Sharpening Your Skills

The Promises and Limitations of Big Data

Source: peterhowell Although many people claim we have entered the era of big data, research firms tell us that most collected information is never used. It sits uncleaned, unanalyzed, unused in databases. But when View Details

Keywords: by Sean Silverthorne; Financial Services; Utilities; Public Administration; Health

April 2025 (Revised May 2025)
Background Note

Customer Acquisition and the Cash Flow Trap

By: E. Ofek, Barak Libai and Eitan Muller

Startups as well as existing firms recognize the need to invest in order to acquire customers for their new ventures. And as each customer is expected at some point to have generated sufficient gross margins to cover their CAC, management expects that, soon enough, the... View Details

Keywords: Business Model; Customers; Forecasting and Prediction; Cash Flow; Business or Company Management

Educators

February 1991 (Revised November 1993)
Exercise

Valuation and Discounted Cash Flows

A set of five exercises in valuation of simple fixed income securities. No capital budgeting. Students use present value analysis to compute discounted cash flows. Situations/concepts covered include: future value; mortgage payment and repayment; calculating implicit... View Details

Keywords: Finance

April 29, 2014
Column

Corporate Reporting in the Big Data Era

By: George Serafeim

Advancements in information technology can improve corporate communication with shareholders, but not through incessant data dumps. Instead, companies will more likely be poised for continued success if they use digital platforms for long-term oriented engagement and... View Details

Keywords: Integrated Reporting; Big Data; Corporate Reporting; Sustainability; Corporate Social Responsibility; Corporate Governance; Accounting; Reporting; Organizational Change and Adaptation; Corporate Accountability; Analytics and Data Science; Information Technology; Communication; Financial Reporting; Business and Shareholder Relations

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Teaching Interest

Data Science for Managers

Served as a teaching fellow; assisted MBA students with classroom coding exercises.
Developed course materials, including new case studies, technical notes, and code notebooks students used to analzye case data.
Developed interactive web... View Details

February 1999 (Revised September 2006)
Exercise

"Shad" Process Flow Design (B)

By: Roy D. Shapiro

Provides detailed instructions to prepare for factory demonstration day. A rewritten version of an earlier exercise. View Details

Keywords: Production

30 Nov 2022
Podcast

Mapping the flow of knowledge, goods, and jobs

Harvard Business School professor Willy Shih provides an update on post-pandemic global trade, supply chain snags, workforce development, and the challenges of getting industrial policy right. View Details

October 1987 (Revised January 2013)
Background Note

Note on Free Cash Flow Valuation Models

By: William A. Sahlman

Explores some of the issues involved in valuing cash flow streams. A simple model is presented that reveals the effect on value of changing assumptions about the appropriate discount rate, the level of profitability, the growth rate of sales, the asset intensity ratio,... View Details

Keywords: Cash Flow; Valuation

Educators

July–August 1977
Article

Controlling the Costs of Data Services

By: R. L. Nolan

Keywords: Cost; Data and Data Sets

A unifying framework is presented for thinking about the diverse digital trnsformations of the past decade: their utilities, their harms, and their ability to reward play. Individual creativity has been liberated from corporate gatekeepers, and platforms have... View Details

Web

HBS - Financials | Statement of Activity & Cash Flows

2022 Annual Report From The Dean Key Metrics Financials PDF Downloads Financials From the CFO Financial Highlights Statement of Activity & Cash Flows Consolidated Balance Sheet Supplemental Financial... View Details

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

14 Mar 2011
Research & Ideas

Keeping Credit Flowing to Consumers in Need

The credit crunch and subsequent collapse of the nonprime mortgage market claimed many victims, including hundreds of thousands of low- and moderate-income Americans who lost... View Details

Keywords: by Sean Silverthorne; Financial Services; Construction; Real Estate

September 2006
Exercise

"Shad" Process Flow Design (A)

By: Roy D. Shapiro

Provides detailed instructions to prepare for factory demonstration day. A rewritten version of an earlier exercise. View Details

February 1999 (Revised June 2003)
Exercise

"Shad" Process Flow Design (C)

By: Roy D. Shapiro

Provides detailed instructions to prepare for factory demonstration day. A rewritten version of an earlier exercise. View Details

Keywords: Production

February 1996 (Revised August 1998)
Exercise

Process Flow Design Exercise (C)

By: Janice H. Hammond

Provides detailed instructions for auditors to help them prepare for the factory demonstration day. Each audit position is described and a time line outlining responsibilities for the four phases of the simulation is provided. View Details

Keywords: Business Processes

January 2009
Journal Article

The Fiscal Impact of High-skilled Emigration: Flows of Indians to the U.S.

By: Mihir Desai, D. Kapur, J. McHale and K Rogers

Easing immigration restrictions for the highly skilled in developed countries portends a future of increased human capital outflows from developing countries. The myriad consequences of these developments for developing countries include the direct loss of the fiscal... View Details

Keywords: Talent and Talent Management; Diasporas; Developing Countries and Economies; Taxation; Compensation and Benefits; Human Capital; Mathematical Methods; India; United States

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2021
Chapter

Building Small Business Utopia: How Artificial Intelligence and Big Data Can Increase Small Business Success

By: Karen G. Mills and Annie Dang

Small business lending has remained unchanged for decades, laden with frictions and barriers that prevent many small businesses from accessing the capital they need to succeed. Financial technology, or “fintech,” promises to change this trajectory. In 2010, new fintech... View Details

Keywords: Big Data; Fintech; Artificial Intelligence; Small Business; Financing and Loans; Capital; Success; AI and Machine Learning; Analytics and Data Science