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Show Results For
- All HBS Web
(7,459)
- People (19)
- News (1,274)
- Research (4,908)
- Events (79)
- Multimedia (45)
- Faculty Publications (3,619)
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- 2012
- Article
Organizing for Society: A Typology of Social Entrepreneuring Models
By: Johanna Mair, Julie Battilana and Julian Cardenas
In this article, we use content and cluster analysis on a global sample of 200 social entrepreneurial organizations to develop a typology of social entrepreneuring models. This typology is based on four possible forms of capital that can be leveraged: social, economic,... View Details
Mair, Johanna, Julie Battilana, and Julian Cardenas. "Organizing for Society: A Typology of Social Entrepreneuring Models." Special Issue on Social Entrepreneurship Theory and Practice. Journal of Business Ethics 111, no. 3 (December 2012): 353–373.
- Research Summary
Adoption of Machine Learning Models in Real World Decision Making
The goal of this research is to assess the impact of deploying machine learning models in real world decision making in domains such as health care. View Details
- 2022
- Article
OpenXAI: Towards a Transparent Evaluation of Model Explanations
By: Chirag Agarwal, Satyapriya Krishna, Eshika Saxena, Martin Pawelczyk, Nari Johnson, Isha Puri, Marinka Zitnik and Himabindu Lakkaraju
While several types of post hoc explanation methods have been proposed in recent literature, there is very little work on systematically benchmarking these methods. Here, we introduce OpenXAI, a comprehensive and extensible opensource framework for evaluating and... View Details
Agarwal, Chirag, Satyapriya Krishna, Eshika Saxena, Martin Pawelczyk, Nari Johnson, Isha Puri, Marinka Zitnik, and Himabindu Lakkaraju. "OpenXAI: Towards a Transparent Evaluation of Model Explanations." Advances in Neural Information Processing Systems (NeurIPS) (2022).
- 2020
- Conference Presentation
Towards Modeling the Developmental Variability of Human Attention
By: K-H Kim, M. Sano, J. De Freitas, N. Haber and D. L. K. Yamins
- 1998
- Working Paper
Outperforming Equilibrium Models of Communication in Bargaining Games
By: Kathleen L. McGinn, Leigh Thompson, Robert Gibbons and Max Bazerman
- April 2020 (Revised November 2020)
- Case
Ping An: Pioneering the New Model of ‘Technology-driven Finance’
By: Feng Zhu, Anthony K. Woo and Nancy Hua Dai
In mid-December 2018, Peter Ma, Chairman and CEO of Ping An Insurance (Group) Company of China, Ltd. was considering whether the company should grow a fifth ecosystem of Smart City Services. Established in 1988, Ping An was one of the top 10 global financial... View Details
Keywords: Business Ecosystems; Fintech; Finance; Information Technology; Business Model; Expansion; Competitive Strategy; Financial Services Industry; Technology Industry
Zhu, Feng, Anthony K. Woo, and Nancy Hua Dai. "Ping An: Pioneering the New Model of ‘Technology-driven Finance’." Harvard Business School Case 620-068, April 2020. (Revised November 2020.)
- Research Summary
Competing business models
Building on the literatures on competitive positioning and the theory of industrial organization, my work seeks to tackle previously unaddressed questions by studying situations where firms compete in dissimilar ways. Some examples of these questions include:View Details
- Research Summary
Making Machine Learning Models Fair
The goal of this research direction is to ensure that the machine learning models we build and deploy do not discriminate against individuals from minority groups. View Details
- 2004
- Working Paper
The Invariant Proportion of Substitution (IPS) Property of Discrete-Choice Models
Steenburgh, Thomas J. "The Invariant Proportion of Substitution (IPS) Property of Discrete-Choice Models." Harvard Business School Working Paper, No. 05-022, October 2004. (Revised June 2006. Conditionally accepted at Marketing Science.)
- February 2007 (Revised January 2008)
- Supplement
Multifactor Models (CW)
By: Malcolm P. Baker
- February 2017 (Revised April 2018)
- Case
Oak Street Health: A New Model of Primary Care
By: Michael E. Porter, Thomas H. Lee and Meredith A. Alger
Porter, Michael E., Thomas H. Lee, and Meredith A. Alger. "Oak Street Health: A New Model of Primary Care." Harvard Business School Case 717-437, February 2017. (Revised April 2018.)
- July–August 2011
- Article
Putting Business Models Under the Microscope
By: K. Merchant, Tatiana Sandino and D. Huelsbeck
The article provides advice for financial managers on evaluating business models for corporate performance measurement. Emphasis is given to a study sponsored by the Chartered Institute of Management Accountants (CIMA) that examined the business model of a medical... View Details
Merchant, K., Tatiana Sandino, and D. Huelsbeck. "Putting Business Models Under the Microscope." Financial Management (CIMA) (July–August 2011), 54–55.
- 2016
- Working Paper
Financial Regulation in a Quantitative Model of the Modern Banking System
By: Juliane Begenau and Tim Landvoigt
How does the shadow banking system respond to changes in the capital regulation of commercial banks? This paper builds a quantitative general equilibrium model with commercial banks and shadow banks to study the unintended consequences of capital requirements. A key... View Details
Begenau, Juliane, and Tim Landvoigt. "Financial Regulation in a Quantitative Model of the Modern Banking System." Harvard Business School Working Paper, No. 16-140, June 2016. (Revised July 2016.)
- August 2012 (Revised July 2017)
- Case
Netflix: Valuing a New Business Model
By: Francois Brochet, Suraj Srinivasan and Michael Norris
In autumn 2011, Netflix was working to right the ship after publicly stumbling through a price hike and strategic shift and then retreat. The company was changing its business model to focus on streaming video service rather than the DVDs by mail that had brought the... View Details
Keywords: Performance Measurement; Online Business; Asset Recognition; Accounting; Performance Evaluation; Online Technology; Motion Pictures and Video Industry; United States; Canada; Latin America; West Indies
Brochet, Francois, Suraj Srinivasan, and Michael Norris. "Netflix: Valuing a New Business Model." Harvard Business School Case 113-018, August 2012. (Revised July 2017.)
- 22 Jul 2010
- Working Paper Summaries
Business Model Innovation and Competitive Imitation
Keywords: by Ramon Casadesus-Masanell & Feng Zhu
- 14 Aug 2017
- Conference Presentation
Interpretable and Explorable Approximations of Black Box Models
By: Himabindu Lakkaraju, Ece Kamar, Rich Caruana and Jure Leskovec
Lakkaraju, Himabindu, Ece Kamar, Rich Caruana, and Jure Leskovec. "Interpretable and Explorable Approximations of Black Box Models." Paper presented at the 4th Workshop on Fairness, Accountability, and Transparency in Machine Learning, Special Interest Group on Knowledge Discovery and Data Mining (SIGKDD), Halifax, NS, Canada, August 14, 2017.
- 2022
- Working Paper
On the Estimation of Demand-Based Asset Pricing Models
A growing literature uses portfolio holdings data to quantify the impact of investor demand on equilibrium prices via counterfactual experiments. The key parameter in relating demand and equilibrium prices is investors’ elasticity of demand with respect to the price.... View Details
van der Beck, Philippe. "On the Estimation of Demand-Based Asset Pricing Models." Swiss Finance Institute Research Paper Series, No. 22-67, May 2022.
- Article
Germany's Digital Health Reforms in the COVID-19 Era: Lessons and Opportunities for Other Countries
By: Sara Gerke, Ariel D. Stern and Timo Minssen
Reimbursement is a key challenge for many new digital health solutions, whose importance and value have been highlighted and expanded by the current COVID-19 pandemic. Germany’s new Digital Healthcare Act (Digitale–Versorgung–Gesetz or DVG) entitles all individuals... View Details
Keywords: COVID-19; Reimbursement; Digital Health Reforms; Health Pandemics; Health Care and Treatment; Internet and the Web; Governing Rules, Regulations, and Reforms; Germany
Gerke, Sara, Ariel D. Stern, and Timo Minssen. "Germany's Digital Health Reforms in the COVID-19 Era: Lessons and Opportunities for Other Countries." Art. 94. npj Digital Medicine 3 (2020).
- 2024
- Working Paper
Sharing Models to Interpret Data
By: Joshua Schwartzstein and Adi Sunderam
To understand new data, we share models or interpretations with others. This paper studies such exchanges of models in a community. The key assumption is that people adopt the interpretation in their community that best explains the data, given their prior beliefs. An... View Details
Keywords: Social Learning Theory; Theory; Social Issues; Cognition and Thinking; Social and Collaborative Networks; Attitudes
Schwartzstein, Joshua, and Adi Sunderam. "Sharing Models to Interpret Data." Harvard Business School Working Paper, No. 25-011, August 2024. (Revised August 2024.)
- December 2008
- Article
Behavioral Frontiers in Choice Modeling
We review the discussion at a workshop whose goal was to achieve a better integration among behavioral, economic, and statistical approaches to choice modeling. The workshop explored how current approaches to the specification, estimation, and application of choice... View Details
Keywords: Mathematical Methods; Integration; Goals and Objectives; Decision Choices and Conditions; Problems and Challenges; Business Processes; Customers; Behavior; Economics
Adamowicz, Wiktor, David Bunch, Trudy Ann Cameron, Benedict G.C. Dellaert, Michael Hanneman, Michael Keane, Jordan Louviere, Robert Meyer, Thomas J. Steenburgh, and Joffre Swait. "Behavioral Frontiers in Choice Modeling." Marketing Letters 19, nos. 3/4 (December 2008): 215–219.