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Show Results For
- All HBS Web
(7,511)
- People (3)
- News (1,301)
- Research (4,911)
- Events (107)
- Multimedia (54)
- Faculty Publications (3,303)
- 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
Serafeim, George. "Corporate Reporting in the Big Data Era." IIRC Blog (April 29, 2014).
- March 2020
- Article
Diagnosing Missing Always at Random in Multivariate Data
By: Iavor I. Bojinov, Natesh S. Pillai and Donald B. Rubin
Models for analyzing multivariate data sets with missing values require strong, often assessable, assumptions. The most common of these is that the mechanism that created the missing data is ignorable—a twofold assumption dependent on the mode of inference. The first... View Details
Keywords: Missing Data; Diagnostic Tools; Sensitivity Analysis; Hypothesis Testing; Missing At Random; Row Exchangeability; Analytics and Data Science; Mathematical Methods
Bojinov, Iavor I., Natesh S. Pillai, and Donald B. Rubin. "Diagnosing Missing Always at Random in Multivariate Data." Biometrika 107, no. 1 (March 2020): 246–253.
- 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
Desai, Mihir, D. Kapur, J. McHale, and K Rogers. "The Fiscal Impact of High-skilled Emigration: Flows of Indians to the U.S." Journal of Development Economics 88, no. 1 (January 2009).
- October 2023 (Revised April 2024)
- Case
TetraScience: Unlocking the Power of Scientific Data
By: Satish Tadikonda and William Marks
After pivoting from a focus on hardware to a focus on scientific data, TetraScience, led by veteran SaaS executive, Patrick Grady and Founder Spin Wang, has embarked on a journey from nearly cash-out to a player in the scientific data management space. This case... View Details
Keywords: Business Model; Change Management; Entrepreneurship; Information Management; Business Strategy; Market Entry and Exit; Information Technology Industry
Tadikonda, Satish, and William Marks. "TetraScience: Unlocking the Power of Scientific Data." Harvard Business School Case 824-072, October 2023. (Revised April 2024.)
- May 2007
- Article
Capital Flows and Capital Goods
By: Laura Alfaro and Eliza Hammel
Studying the relation between equity market liberalization and imports of capital goods, we examine one channel through which international financial integration can promote growth. For the period 1980–1997, we find that after controlling for other policies and... View Details
Keywords: Cash Flow; Equity; Financial Markets; Economy; Distribution Channels; Machinery and Machining; Capital
Alfaro, Laura, and Eliza Hammel. "Capital Flows and Capital Goods." Journal of International Economics 72, no. 1 (May 2007): 128–150. (Link to working paper version.)
- October 2009
- Article
Attracting Flows by Attracting Big Clients
By: Lauren Cohen and Breno Schmidt
We explore a new channel for attracting inflows using a unique dataset of corporate 401(k) retirement plans and their mutual fund family trustees. Families secure substantial inflows by being named the trustee of a 401(k) plan. We find that family trustees... View Details
Cohen, Lauren, and Breno Schmidt. "Attracting Flows by Attracting Big Clients." Journal of Finance 64, no. 5 (October 2009): 2125–2151. (Winner of the Barclays Global Investors Best Paper Prize, Asset Allocation Symposium, European Finance Association 2006. Winner of the Society of Quantitative Analysts Award, Best Paper in Quantitative Investments, Western Finance Association 2007.)
- 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
Bloomfield, Robert, Mark W. Nelson, and Eugene F. Soltes. "Gathering Data for Archival, Field, Survey, and Experimental Accounting Research." Journal of Accounting Research 54, no. 2 (May 2016): 341–395.
- 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
- 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
Shapiro, Roy D. "Shad" Process Flow Design (A). Harvard Business School Exercise 607-025, September 2006.
- 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
Shapiro, Roy D. "Shad" Process Flow Design (C). Harvard Business School Exercise 699-145, February 1999. (Revised June 2003.)
- February 1996 (Revised August 1998)
- Exercise
Process Flow Design Exercise (C)
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
Hammond, Janice H. "Process Flow Design Exercise (C)." Harvard Business School Exercise 696-085, February 1996. (Revised August 1998.)
- Awards
Western Finance Association. Society of Quantitative Analysts Award for Best Paper in Quantitative Investments
By: Lauren H. Cohen
Won the 2007 Society of Quantitative Analysts Award for Best Paper in Quantitative Investments from the Western Finance Association for the paper with Breno Schmidt, “Attracting Flows by Attracting Big Clients” (Journal of Finance, October 2009). View Details
- Article
The Valuation of Cash Flow Forecasts: An Empirical Analysis
By: S. N. Kaplan and R. S. Ruback
Kaplan, S. N., and R. S. Ruback. "The Valuation of Cash Flow Forecasts: An Empirical Analysis." Journal of Finance 50, no. 4 (September 1995).
- 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
- 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
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.
- July–August 1977
- Article
Controlling the Costs of Data Services
By: R. L. Nolan
Nolan, R. L. "Controlling the Costs of Data Services." Harvard Business Review 55, no. 4 (July–August 1977).
- March 2011
- Case
Cash Flow Productivity at PepsiCo: Communicating Value to Retailers
PepsiCo developed a new metric that better measured the value added by Pepsi products than did gross margin, the traditional metric used by retailers to determine shelf space and promotional activity. The new metric, cash flow productivity, captured the value of... View Details
Keywords: Customer Relationship Management; Cash Flow; Measurement and Metrics; Distribution; Performance Productivity; Value Creation; Food and Beverage Industry; Retail Industry
Martinez Jerez, F. Asis, and Lisa Brem. "Cash Flow Productivity at PepsiCo: Communicating Value to Retailers." Harvard Business School Case 111-069, March 2011.
- February 2003 (Revised October 2003)
- Case
Cable Data Systems
By: Paul W. Marshall and Todd H Thedinga
Describes the operating challenges of Cable Data Systems (CDS), a minority-owned cable installation company with a dual mission of maximizing profits and providing employment opportunities to minorities in urban markets. Following the merger of two cable installation... View Details
Keywords: Selection and Staffing; Employment; Forecasting and Prediction; Urban Scope; Cost Management; Infrastructure; Labor Unions; Demand and Consumers; Demographics; Media and Broadcasting Industry; Telecommunications Industry; Boston
Marshall, Paul W., and Todd H Thedinga. "Cable Data Systems." Harvard Business School Case 803-132, February 2003. (Revised October 2003.)
- July 2014
- Article
Winners in the Spotlight: Media Coverage of Fund Holdings as a Driver of Flows
By: David H. Solomon, Eugene F. Soltes and Denis Sosyura
We show that media coverage of mutual fund holdings affects how investors allocate money across funds. Controlling for fund performance, fund holdings with high past returns attract extra flows only if these stocks were recently featured in major newspapers. In... View Details
Solomon, David H., Eugene F. Soltes, and Denis Sosyura. "Winners in the Spotlight: Media Coverage of Fund Holdings as a Driver of Flows." Journal of Financial Economics 113, no. 1 (July 2014): 53–72.
- 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
Mills, Karen G., and Annie Dang. "Building Small Business Utopia: How Artificial Intelligence and Big Data Can Increase Small Business Success." In Big Data in Small Business, edited by Carsten Lund Pedersen, Adam Lindgreen, Thomas Ritter, and Torsten Ringberg. Edward Elgar Publishing, 2021.