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Show Results For
- All HBS Web
(5,921)
- People (7)
- News (943)
- Research (3,803)
- Events (67)
- Multimedia (63)
- Faculty Publications (2,751)
- 2016
- Working Paper
Financing Payouts
By: Joan Farre-Mensa, Roni Michaely and Martin Schmalz
We study the extent to which firms rely on the capital markets to fund their payouts. We find that 42% of firms that pay out capital also initiate debt or equity issues in the same year, resulting in 32% of aggregate payouts being externally financed. Most firms with... View Details
Keywords: Payout Policy; Financing Decisions; Debt Issues; Equity Issues; Capital Structure; Decision Making; Financing and Loans; Corporate Finance
Farre-Mensa, Joan, Roni Michaely, and Martin Schmalz. "Financing Payouts." Harvard Business School Working Paper, No. 15-049, December 2014. (Revised December 2016.)
- April 2010
- Supplement
Metabical: Pricing, Packaging, and Demand Forecasting Recommendations for a New Weight Loss Drug, Faculty Spreadsheet (Brief Case)
By: John A. Quelch and Heather Beckham
- March 2016
- Teaching Note
Advanced Leadership Pathways: Inge Skjelfjord and the Cacao Supply Chain
By: Rosabeth Moss Kanter and Ai-Ling Jamila Malone
Inge Skjelfjord, with a long career in international finance focused on agribusiness projects, had a vision to build a cacao research center that would help smallholder cacao farmers, who benefited the least from the chocolate value chain. He aimed to support the... View Details
- Summer, 2018
- Article
Innovation, Reallocation and Growth
By: Daron Acemoglu, Ufuk Akcigit, Harun Alp, Nicholas Bloom and William R. Kerr
We build a model of firm-level innovation, productivity growth, and reallocation featuring endogenous entry and exit. A new and central economic force is the selection between high- and low-type firms, which differ in terms of their innovative capacity. We estimate the... View Details
Keywords: Entry; Growth; Industrial Policy; Innovation; R＆D; Reallocation; Selection; Market Entry and Exit; Growth and Development; Innovation and Invention; Research and Development; Performance Productivity
Acemoglu, Daron, Ufuk Akcigit, Harun Alp, Nicholas Bloom, and William R. Kerr. "Innovation, Reallocation and Growth." American Economic Review 108, no. 11 (November 2018): 3450–3491.
- April 2010
- Supplement
Metabical: Pricing, Packaging, and Demand Forecasting Recommendations for a New Weight Loss Drug, Spreadsheet Supplement (Brief Case)
By: John A. Quelch and Heather Beckham
- April 2010
- Teaching Note
Metabical: Pricing, Packaging, and Demand Forecasting Recommendations for a New Weight Loss Drug (Brief Case)
By: John A. Quelch and Heather Beckham
Teaching Note to 4183 View Details
- August 2004
- Article
Appearing and Disappearing Dividends: The Link to Catering Incentives
By: Malcolm Baker and Jeffrey Wurgler
We document a close link between fluctuations in the propensity to pay dividends and catering incentives. First, we use the methodology of Fama and French (J. Finan. Econ. (2001)) to identify a total of four distinct trends in the propensity to pay dividends... View Details
Keywords: Dividends; Payout Policy; Catering; Dividend Premium; Investor Sentiment; Investment Return; Motivation and Incentives; Trends; Stocks; Financial Services Industry
Baker, Malcolm, and Jeffrey Wurgler. "Appearing and Disappearing Dividends: The Link to Catering Incentives." Journal of Financial Economics 73, no. 2 (August 2004): 271–288.
- 2019
- Book
Fintech, Small Business & the American Dream: How Technology Is Transforming Lending and Shaping a New Era of Small Business Opportunity
By: Karen G. Mills
Fintech, Small Business & the American Dream describes the needs of small businesses for capital and demonstrates how technology—novel data sources, artificial intelligence, machine learning—will transform the small business lending market. This market has been... View Details
Keywords: Fintech; Big Data; Data; Technology; Artificial Intelligence; Great Recession; Regulation; Innovation; Banks; Lending; Loans; Access To Capital; American Dream; Community Banking; Small Business Administration; Entrepreneur; Government; Public Policy; API; Policy Making; Small Business; Financing and Loans; Technological Innovation; Financial Crisis; Banks and Banking; Governing Rules, Regulations, and Reforms; Policy; AI and Machine Learning; Analytics and Data Science; United States
Mills, Karen G. Fintech, Small Business & the American Dream: How Technology Is Transforming Lending and Shaping a New Era of Small Business Opportunity. Palgrave Macmillan, 2019.
- 2022
- Article
Dynamic Pricing Algorithms, Consumer Harm, and Regulatory Response
By: Alexander MacKay and Samuel N. Weinstein
Pricing algorithms are rapidly transforming markets, from ride-sharing apps, to air travel, to online retail. Regulators and scholars have watched this development with a wary eye. Their focus so far has been on the potential for pricing algorithms to facilitate... View Details
Keywords: Competition Policy; Regulation; Algorithmic Pricing; Dynamic Pricing; Economics; Law And Economics; Law And Regulation; Consumer Protection; Antitrust Law; Industrial Organization; Antitrust Issues And Policies; Technological Change: Choices And Consequences; Competition; Policy; Price; Governing Rules, Regulations, and Reforms; Microeconomics; Duopoly and Oligopoly; Law
MacKay, Alexander, and Samuel N. Weinstein. "Dynamic Pricing Algorithms, Consumer Harm, and Regulatory Response." Washington University Law Review 100, no. 1 (2022): 111–174. (Direct download.)
- September 1996 (Revised July 1997)
- Case
Grupo Sidek (A)
By: Kenneth A. Froot and Alberto Moel
A large Mexican conglomerate, active in tourism, real estate, and steel, is faced with difficult macroeconomic conditions beginning with the Peso crisis of December 1994. The conglomerate had extensive dollar-indexed liabilities and was caught in a crunch when the... View Details
Keywords: Foreign Exchange; Real Estate; Debt Policy; Tourism; Steel; Business Conglomerates; Macroeconomics; Currency Exchange Rate; Crisis Management; Valuation; Mexico
Froot, Kenneth A., and Alberto Moel. "Grupo Sidek (A)." Harvard Business School Case 297-022, September 1996. (Revised July 1997.)
- 03 Oct 2016
- News
Immigrant Entrepreneurs
- 2025
- Working Paper
Dynamic Personalization with Multiple Customer Signals: Multi-Response State Representation in Reinforcement Learning
Reinforcement learning (RL) offers potential for optimizing sequences of customer interactions by modeling the relationships
between customer states, company actions, and long-term value. However, its practical implementation often faces significant
challenges.... View Details
Keywords: Dynamic Policy; Deep Reinforcement Learning; Representation Learning; Dynamic Difficulty Adjustment; Latent Variable Models; Customer Relationship Management; Customer Value and Value Chain; Foreign Direct Investment; Analytics and Data Science
Ma, Liangzong, Ta-Wei Huang, Eva Ascarza, and Ayelet Israeli. "Dynamic Personalization with Multiple Customer Signals: Multi-Response State Representation in Reinforcement Learning." Harvard Business School Working Paper, No. 25-037, February 2025.
- December 2022
- Article
Does Industry Employment of Active Regulators Weaken Oversight?
By: Jonas Heese
I study whether industry employment of active regulators weakens oversight. To examine this question, I exploit that the Financial Reporting Enforcement Panel (FREP), the German capital-market regulator responsible for enforcing public firms’ compliance with accounting... View Details
Keywords: Conflict-of-interest Policies; Directorships; Enforcement Actions; Industry Employment; Self-regulatory Organizations; Governance Compliance; Governing and Advisory Boards; Policy; Conflict of Interests
Heese, Jonas. "Does Industry Employment of Active Regulators Weaken Oversight?" Management Science 68, no. 12 (December 2022): 9198–9218.
- April–June 2022
- Other Article
Commentary on 'Causal Decision Making and Causal Effect Estimation Are Not the Same... and Why It Matters'
There has been a substantial discussion in various methodological and applied literatures around causal inference; especially in the use of machine learning and statistical models to understand heterogeneity in treatment effects and to make optimal decision... View Details
Keywords: Causal Inference; Treatment Effect Estimation; Treatment Assignment Policy; Human-in-the-loop; Decision Making; Fairness
McFowland III, Edward. "Commentary on 'Causal Decision Making and Causal Effect Estimation Are Not the Same... and Why It Matters'." INFORMS Journal on Data Science 1, no. 1 (April–June 2022): 21–22.
- Fall 2016
- Article
The Integrity of Private Third-party Compliance Monitoring
By: Jodi L. Short and Michael W. Toffel
Government agencies are increasingly turning to private, third-party monitors to inspect and assess regulated entities’ compliance with law. The integrity of these regulatory regimes rests on the validity of the information third-party monitors provide to regulators.... View Details
Keywords: Regulation; Compliance; Compliance Policies; Conflict Of Interest; Independent Third Party; Inspection; Audit Quality; Auditor; Audit; Environment; Safety; Conflict of Interests; Working Conditions; Labor; Corporate Social Responsibility and Impact; Governance Compliance; Accounting Audits
Short, Jodi L., and Michael W. Toffel. "The Integrity of Private Third-party Compliance Monitoring." Administrative & Regulatory Law News 42, no. 1 (Fall 2016): 22–25.
- 2015
- Working Paper
The Integrity of Private Third-party Compliance Monitoring
By: Jodi L. Short and Michael W. Toffel
Government agencies are increasingly turning to private, third-party monitors to inspect and assess regulated entities’ compliance with law. The integrity of these regulatory regimes rests on the validity of the information third-party monitors provide to regulators.... View Details
Keywords: Regulation; Compliance; Compliance Policies; Conflict Of Interest; Independent Third Party; Inspection; Audit Quality; Auditor; Audit; Environment; Production; Supply Chain; Quality; Government Administration; Working Conditions; Safety; Labor; Governing Rules, Regulations, and Reforms; Governance Compliance; Manufacturing Industry; Public Administration Industry; Accounting Industry; Service Industry; United States
Short, Jodi L., and Michael W. Toffel. "The Integrity of Private Third-party Compliance Monitoring." Harvard Kennedy School Regulatory Policy Program Working Paper, No. RPP-2015-20, November 2015. (Revised December 2015.)
- 2016
- Article
Android and Competition Law: Exploring and Assessing Google's Practices in Mobile
By: Benjamin Edelman and Damien Geradin
Since its launch in 2007, Android has become the dominant mobile device operating system worldwide. In light of this commercial success and certain disputed business practices, Android has come under substantial attention from competition authorities. We present key... View Details
Keywords: Android; Antitrust; Competition Policy; Exclusion; Mobile Communication Devices; Remedies; Tying; Technology Platform; Competition; Monopoly; Policy; Mobile Technology; Telecommunications Industry
Edelman, Benjamin, and Damien Geradin. "Android and Competition Law: Exploring and Assessing Google's Practices in Mobile." European Competition Journal 12, nos. 2-3 (2016): 159–194.
- November 2018 (Revised May 2019)
- Case
Almarai Company: Milk and Modernization in the Kingdom of Saudi Arabia
By: Kristin Fabbe, Safwan Al-Amin, Esel Cekin and Natalie Kindred
With SAR 14 billion ($3.7 billion) in 2017 revenues, Almarai was Saudi Arabia’s largest dairy producer, distributor, and marketer, with a large portfolio of branded dairy products, juices, bakery goods, and infant formula and a sales presence across the Gulf region,... View Details
Keywords: Dairy; Agriculture; Kingdom Of Saudi Arabia; Almarai; Schorderet; Food Security; Public Policy; Self Sufficiency; Gulf; GCC; Business And Government; Agribusiness; Marketing; Distribution; Change Management; Leading Change; Strategy; Government and Politics; Policy; Diversification; Integration; Horizontal Integration; Vertical Integration; Food; Brands and Branding; Growth and Development Strategy; Business and Government Relations; Agriculture and Agribusiness Industry; Food and Beverage Industry; Consumer Products Industry; Saudi Arabia; Middle East
Fabbe, Kristin, Safwan Al-Amin, Esel Cekin, and Natalie Kindred. "Almarai Company: Milk and Modernization in the Kingdom of Saudi Arabia." Harvard Business School Case 719-020, November 2018. (Revised May 2019.)