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- Faculty Publications (288)
Show Results For
- All HBS Web
(957)
- People (6)
- News (143)
- Research (612)
- Events (2)
- Multimedia (13)
- Faculty Publications (288)
- Article
A Prescriptive Analytics Framework for Optimal Policy Deployment Using Heterogeneous Treatment Effects
By: Edward McFowland III, Sandeep Gangarapu, Ravi Bapna and Tianshu Sun
We define a prescriptive analytics framework that addresses the needs of a constrained decision-maker facing, ex ante, unknown costs and benefits of multiple policy levers. The framework is general in nature and can be deployed in any utility maximizing context, public... View Details
Keywords: Prescriptive Analytics; Heterogeneous Treatment Effects; Optimization; Observed Rank Utility Condition (OUR); Between-treatment Heterogeneity; Machine Learning; Decision Making; Analysis; Mathematical Methods
McFowland III, Edward, Sandeep Gangarapu, Ravi Bapna, and Tianshu Sun. "A Prescriptive Analytics Framework for Optimal Policy Deployment Using Heterogeneous Treatment Effects." MIS Quarterly 45, no. 4 (December 2021): 1807–1832.
- 09 Jun 2024
- Blog Post
The EC Formula: MBA Class of 2024 Looks Back
I. She will join Ayala Corporation, the oldest conglomerate in the Philippines, as a corporate strategy manager, where she’ll be charged with active portfolio management across its business units and investments. During your EC year, what... View Details
- 11 Feb 2014
- First Look
First Look: February 11
productivity of EHR use and delegation. We then explored the interaction between these 2 strategies and the role of practice size. Results: Greater EHR use and greater delegation were independently associated with higher levels of... View Details
Keywords: Sean Silverthorne
- 04 Dec 2019
- Book
Creating the Experimentation Organization
own.” The results can be impressive. On average, he says, companies may find that only 10 percent of experiments yield results that improve the bottom line. But multiplied by 1,000 experiments a year means 100 wins that impact the business. “It’s really the scientific... View Details
Keywords: by Michael Blanding
- 01 Sep 2015
- First Look
First Look -- September 1, 2015
PUBLISHED PAPERS forthcoming Advances in Strategic Management Strategy Beyond Markets By: Figueiredo, John de, Michael Lenox, Felix Oberholzer-Gee, and Rick Vanden Bergh, eds. Abstract—Since the early 1990s, View Details
Keywords: Sean Silverthorne
- 25 May 2021
- Research & Ideas
White Airbnb Hosts Earn More. Can AI Shrink the Racial Gap?
percent. "One thing we can say: The algorithm is race-blind." By relying on intuition and other methods to set rates, many hosts of all backgrounds were overpricing their properties. The research team found that the algorithm’s price... View Details
- Web
Frequently Asked Questions | HBS Online
courses are completed successfully, learners will earn a Certificate of Specialization. HBS Online is currently offering a Learning Track in Leadership and Management , Strategy , Entrepreneurship and Innovation , Business in Society ,... View Details
- 28 Apr 2003
- Research & Ideas
Supply Chain Risk: Deal With It
the right times. They'd done it by implementing techniques and technologies at an unprecedented pace; among them, the lean production method introduced by W. Edwards Deming, just-in-time manufacturing, single-source suppliers, and global... View Details
Keywords: by David Stauffer
- 09 Nov 2010
- First Look
First Look: November 9, 2010
assumptions, difficult choices, and, ultimately, action plans. You and they must be able to give clear, consistent answers to the seven questions if you want to be sure that your strategy is firmly on track. Read the paper:... View Details
Keywords: Sean Silverthorne
- 18 Mar 2014
- First Look
First Look: March 18
Robert, Carliss Y. Baldwin, Alan MacCormack, and David Dreyfus Abstract—In this paper, we test a method for visualizing and measuring software portfolio architectures and use our measures to predict the costs of architectural change. Our... View Details
Keywords: Sean Silverthorne
- 13 Nov 2019
- Research & Ideas
Don't Turn Your Marketing Function Over to AI Just Yet
collect the data, and then expect machine learning methods to spit out insight for you.” “We tend to think that when we have all this rich data and this machine learning technology, that the machines are going to just come up with the... View Details
Keywords: by Kristen Senz
- 16 May 2005
- Research & Ideas
Nonprofit Networking: The New Way to Grow
are deliberately using a network strategy and discovering its potential to serve more people more effectively. "I'm interested in high performance networks and understanding how those networks were created and are managed," says... View Details
Keywords: by Martha Lagace
- 01 Oct 2014
- What Do You Think?
Is Too Much Focus a Problem?
challenge as one of employing focus appropriately or in proper proportion to more broadly "noticing." Cedric Roossel said: "To put it simply, you don't want to be focused during a strategy definition phase but you have to... View Details
Keywords: by James Heskett
- Web
Online Business in Society Courses | HBS Online
Certificate Courses (6) Business and Climate Change Professors Forest Reinhardt & Michael Toffel Prepare yourself and your organization for the business risks and opportunities created by climate change. 5 weeks, 5-6 hrs/week Pay by November 6 $1,850 Certificate... View Details
- 14 Feb 2012
- First Look
First Look: February 14
creating psychological safety, and overcoming defensive interpersonal dynamics that inhibit the sharing of ideas. Further, they can use practical management strategies to help organizations realize the benefits inherent in both success... View Details
Keywords: Carmen Nobel
- 02 Oct 2017
- What Do You Think?
Do Bitcoin and Digital Currency Have a Future?
for market manipulation (and) used as payment method for online crime.” Bitcoin does not have a future as a currency, Turnbull said, because of the cost of operating sufficient computers to collectively document every single transaction.... View Details
- 01 Jun 2013
- News
Building a Better Brazil
educational platform. The gift was made through the Lemann Foundation, a nonprofit organization Lemann and his family created in 2002 to enhance the quality of public education in Brazil. "Investing in innovation to promote large-scale social change is a pillar of the... View Details
- 01 Jan 2013
- News
Joanna M. Jacobson, MBA 1987
Colgate–Palmolive, Product Manager 1991 Named SVP of Marketing and Product Development, Converse 1994 Joins Core Strategy Group, Partner 1996 Named President, Keds 2002 Launches Strategic Grant Partners 2013 SGP has granted more than $40... View Details
Keywords: Susan Young
- 17 Mar 2009
- First Look
First Look: March 17, 2009
Markets and Multinational Transfer Pricing Authors:Romana L. Autrey and Francesco Bova Abstract Gray markets arise when a manufacturer's products are sold outside of its authorized channels; for instance, when goods designated for a foreign market are resold... View Details
Keywords: Martha Lagace
- August 2005 (Revised September 2006)
- Case
Polyphonic HMI: Mixing Music and Math
By: Anita Elberse, Jehoshua Eliashberg and Julian Villanueva
In 2003, Mike McCready, CEO of Barcelona-based Polyphonic HMI, was preparing to launch an artificial intelligence tool that could create significant value for music businesses. The technology, referred to as Hit Song Science (HSS), analyzed the mathematical... View Details
Keywords: Forecasting and Prediction; Music Entertainment; Business History; Leadership; Marketing Strategy; Strategic Planning; Problems and Challenges; Mathematical Methods; Entertainment and Recreation Industry
Elberse, Anita, Jehoshua Eliashberg, and Julian Villanueva. "Polyphonic HMI: Mixing Music and Math." Harvard Business School Case 506-009, August 2005. (Revised September 2006.) (Spanish version also available.)