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Show Results For
- All HBS Web
(1,154)
- People (1)
- News (119)
- Research (905)
- Events (5)
- Multimedia (2)
- Faculty Publications (462)
- Research Summary
Overview
I develop machine learning tools and techniques which enable human decision makers to make better decisions. More specifically, my research addresses the following fundamental questions pertaining to human and algorithmic decision-making:
1. How to build... View Details
1. How to build... View Details
- March 2006
- Module Note
Financing Decisions within the Firm
By: Mihir A. Desai and Kathleen Luchs
Describes a core module in the International Finance course at Harvard Business School. The module focuses on the financial and managerial issues that confront managers who make financial decisions within multinational firms: how subsidiaries should be financed and... View Details
Keywords: Decisions; International Finance; Taxation; Business Subsidiaries; Multinational Firms and Management; Framework; Performance Evaluation; Management Analysis, Tools, and Techniques
Desai, Mihir A., and Kathleen Luchs. "Financing Decisions within the Firm." Harvard Business School Module Note 206-124, March 2006.
- June 2020
- Article
The Isolated Choice Effect and Its Implications for Gender Diversity in Organizations
By: Edward H. Chang, Erika L. Kirgios, Aneesh Rai and Katherine L. Milkman
We highlight a feature of personnel selection decisions that can influence the gender diversity of groups and teams. Specifically, we show that people are less likely to choose candidates whose gender would increase group diversity when making personnel selections in... View Details
Keywords: Behavior And Behavioral Decision Making; Organizational Studies; Decision Analysis; Economics; Decision Making; Behavior; Analysis; Organizations; Diversity; Gender
Chang, Edward H., Erika L. Kirgios, Aneesh Rai, and Katherine L. Milkman. "The Isolated Choice Effect and Its Implications for Gender Diversity in Organizations." Management Science 66, no. 6 (June 2020): 2752–2761.
- May 1979 (Revised August 2013)
- Background Note
Financial Analysis of Real Property Investments
Develops a conceptual framework for financial analysis of real estate investments, taking into consideration the necessity for baseline data, project trends, and forecast discontinuities. View Details
Keywords: Forecasting and Prediction; Investment Return; Trends; Real Estate Industry; Financial Services Industry
Poorvu, William J. "Financial Analysis of Real Property Investments." Harvard Business School Background Note 379-193, May 1979. (Revised August 2013.)
- April 1982 (Revised June 1985)
- Case
Westinghouse Electric Corp.: Quality of Earnings Analysis
Westinghouse had just issued its annual report to shareholders for the year ending December 31, 1973. The report indicates that sales have increased to a record $5.7 billion but that net income is down almost 20% from its record level of $199 million in the previous... View Details
Bartczak, Norman. "Westinghouse Electric Corp.: Quality of Earnings Analysis." Harvard Business School Case 182-239, April 1982. (Revised June 1985.)
- February 1984 (Revised August 1985)
- Background Note
Note on Preference Analysis
By: David E. Bell
Keywords: Voting
Bell, David E. "Note on Preference Analysis." Harvard Business School Background Note 184-133, February 1984. (Revised August 1985.)
- Article
Collection, Exploration and Analysis of Crowdfunding Social Networks
By: Miao Cheng, Anand Sriramulu, Sudarshan Muralidhar, Boon Thau Loo, Laura Huang and Po-Ling Loh
Crowdfunding is a recent financing phenomenon that is gaining wide popularity as a means for startups to raise seed funding for their companies. This paper presents our initial results at understanding this phenomenon using an exploratory data driven approach. We have... View Details
Cheng, Miao, Anand Sriramulu, Sudarshan Muralidhar, Boon Thau Loo, Laura Huang, and Po-Ling Loh. "Collection, Exploration and Analysis of Crowdfunding Social Networks." Proceedings of the International Workshop on Exploratory Search in Databases and the Web 3rd (2016): 25–30.
- February 1991 (Revised November 1993)
- Supplement
Investment Analysis and Lockheed Tri Star
A set of five exercises in capital budgeting. Student calculates and compares various decision criteria (including IRR and NPV) for capital investment projects. This is an introductory case, where relevant cash flows are provided, and the focus is on the discounting... View Details
Edleson, Michael E. "Investment Analysis and Lockheed Tri Star." Harvard Business School Supplement 291-031, February 1991. (Revised November 1993.)
- Article
How to Tackle Your Toughest Decisions
The toughest calls managers have to make come in situations when they have worked hard to gather the facts and have done the best analysis they can, but they still don’t know what to do. Then judgment—a fusion of thinking, feelings, experience, imagination, and... View Details
Badaracco, Joseph L. "How to Tackle Your Toughest Decisions." Harvard Business Review 94, no. 9 (September 2016): 104–107.
- March 2015 (Revised December 2016)
- Case
American Well: The DTC Decision
By: Elie Ofek and Natalie Kindred
In late 2013, telehealth company American Well, which developed a digital platform that allowed patients to conduct online medical consultations with physicians, is considering pursuing a direct-to-consumer (DTC) strategy. Founded in 2006, American Well had, to date,... View Details
Keywords: Health Care; Telehealth; Telemedicine; American Well; Schoenberg; Boston; Israel; Technology; Online Care; Direct-to-consumer; DTC; Health Insurance; Affordable Care Act; Health Care Reform; Accountable Care Organizations; Technology Change; Innovation ＆ Entrepreneurship; Digital Marketing; Strategy; Competition; Information Technology; Marketing; Technological Innovation; Technology Adoption; Entrepreneurship; Marketing Strategy; Health Industry; Technology Industry; Boston; Massachusetts; United States; Israel
Ofek, Elie, and Natalie Kindred. "American Well: The DTC Decision." Harvard Business School Case 515-032, March 2015. (Revised December 2016.)
- 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
Merton, Robert C. "Applying Modern Risk Management to Equity and Credit Analysis." CFA Institute Conference Proceedings Quarterly 24 (December 2007): 14–22.
- 16 Aug 2010
- Lessons from the Classroom
HBS Introduces Marketing Analysis Tools for Managers
outside the classroom? A: The marketing analysis toolkits were designed to provide a quantitative foundation for analyzing marketing decisions and an analytical structure and process for completing a... View Details
Keywords: by Sarah Jane Gilbert
- September 1997 (Revised February 2000)
- Exercise
Exercises in Option Pricing and Real Option Analysis
By: Benjamin C. Esty
Contains five problems, one each on basic option pricing, abandonment value, the value of waiting to invest, contingent claims analysis (equity as a call option), and strategic decision making in an option framework. The goal is for students to recognize option value... View Details
- Article
Ensembles of Overfit and Overconfident Forecasts
By: Y. Grushka-Cockayne, V.R.R. Jose and K. C. Lichtendahl
Firms today average forecasts collected from multiple experts and models. Because of cognitive biases, strategic incentives, or the structure of machine-learning algorithms, these forecasts are often overfit to sample data and are overconfident. Little is known about... View Details
Grushka-Cockayne, Y., V.R.R. Jose, and K. C. Lichtendahl. "Ensembles of Overfit and Overconfident Forecasts." Management Science 63, no. 4 (April 2017): 1110–1130.
- October 2006 (Revised August 2008)
- Background Note
Performing Industry Research to Inform Investment Decisions
Conducting thorough research about an industry is often an important component of investment analysis. Written specifically for HBS MBA students, provides guidance on how to perform industry research to inform investment decisions. Provides detailed information about... View Details
El-Hage, Nabil N., and Ann Cullen. "Performing Industry Research to Inform Investment Decisions." Harvard Business School Background Note 207-069, October 2006. (Revised August 2008.)
- April 2005
- Article
The Geography of Equity Analysis
By: Christopher J. Malloy
I provide evidence that geographically proximate analysts are more accurate than other analysts. Stock returns immediately surrounding forecast revisions suggest that local analysts impact prices more than other analysts. These effects are strongest for firms located... View Details
Keywords: Geographic Location; Stocks; Investment Return; Forecasting and Prediction; Price; Performance; Equity; Information; Prejudice and Bias; Agency Theory
Malloy, Christopher J. "The Geography of Equity Analysis." Journal of Finance 60, no. 2 (April 2005): 719–755. (Nominated for Smith Breeden Prize. Best Paper For the best finance research paper published in the Journal of Finance presented by Smith Breeden Associates, Inc.)
- 31 Jan 2007
- Working Paper Summaries
Behavioral Decision Research, Legislation, and Society: Three Cases
Keywords: by Max H. Bazerman
- 20 Oct 2015
- Working Paper Summaries
Internalizing Global Value Chains: A Firm-Level Analysis
- 28 Aug 2008
- Working Paper Summaries
How Can Decision Making Be Improved?
- 2014
- Working Paper
Non-Adherence in Health Care: A Positive and Normative Analysis
By: Mark Egan and Tomas J. Philipson
Non-adherence in health care results when a patient does not initiate or continue care that a provider has recommended. Previous research identifies non-adherence as a major source of waste in US health care, totaling approximately 2.3% of GDP, and have proposed a... View Details
Egan, Mark, and Tomas J. Philipson. "Non-Adherence in Health Care: A Positive and Normative Analysis." NBER Working Paper Series, No. 20330, July 2014. (Previously titled, "Health Care Adherence and Personalized Medicine.")