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  • All HBS Web  (13,758)
    • People  (17)
    • News  (2,922)
    • Research  (8,469)
    • Events  (190)
    • Multimedia  (232)
  • Faculty Publications  (6,740)
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  • 19 Feb 2025
  • News

Data and Technology in Action: Community Colleges Advancing Economic Mobility

  • 29 Sep 2014
  • News

Harvard’s Michael Porter Unveils New Tool to Improve Economic Development

  • February 2009 (Revised September 2009)
  • Case

Investing in Early Learning as Economic Development at the Minneapolis Federal Reserve Bank

By: Stacey M. Childress and Geoff Eckman Marietta
In his role as Senior Vice President and Director of Research at the Federal Reserve Bank of Minneapolis (Minneapolis Fed), Art Rolnick and his colleague, Rob Grunewald, had written "Early Childhood Development: Economic Development with a High Public Return." The... View Details
Keywords: Development Economics; Early Childhood Education; Investment Return; Demand and Consumers; Supply and Industry; Performance Effectiveness; Nonprofit Organizations; Minneapolis; Saint Paul
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Childress, Stacey M., and Geoff Eckman Marietta. "Investing in Early Learning as Economic Development at the Minneapolis Federal Reserve Bank." Harvard Business School Case 309-090, February 2009. (Revised September 2009.)
  • August 2018 (Revised April 2019)
  • Case

Chateau Winery (A): Unsupervised Learning

By: Srikant M. Datar and Caitlin N. Bowler
This case follows Bill Booth, marketing manager of a regional wine distributor, as he applies unsupervised learning on data about his customers’ purchases to better understand their preferences. Specifically, he uses the K-means clustering technique to identify groups... View Details
Keywords: Clustering; Data Science; Analytics and Data Science; Customers; Marketing; Analysis
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Datar, Srikant M., and Caitlin N. Bowler. "Chateau Winery (A): Unsupervised Learning." Harvard Business School Case 119-023, August 2018. (Revised April 2019.)
  • 21 Dec 2017
  • News

In Tax Overhaul, Trump Tries to Defy the Economic Odds

  • August 2018 (Revised April 2019)
  • Supplement

Chateau Winery (B): Supervised Learning

By: Srikant M. Datar and Caitlin N. Bowler
This case builds directly on “Chateau Winery (A).” In this case, Bill Booth, marketing manager of a regional wine distributor, shifts to supervised learning techniques to try to predict which deals he should offer to customers based on the purchasing behavior of those... View Details
Keywords: Data Science; Clustering; Analytics and Data Science; Customers; Marketing; Analysis
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Datar, Srikant M., and Caitlin N. Bowler. "Chateau Winery (B): Supervised Learning." Harvard Business School Supplement 119-024, August 2018. (Revised April 2019.)
  • 2022
  • Working Paper

Machine Learning Models for Prediction of Scope 3 Carbon Emissions

By: George Serafeim and Gladys Vélez Caicedo
For most organizations, the vast amount of carbon emissions occur in their supply chain and in the post-sale processing, usage, and end of life treatment of a product, collectively labelled scope 3 emissions. In this paper, we train machine learning algorithms on 15... View Details
Keywords: Carbon Emissions; Climate Change; Environment; Carbon Accounting; Machine Learning; Artificial Intelligence; Digital; Data Science; Environmental Sustainability; Environmental Management; Environmental Accounting
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Serafeim, George, and Gladys Vélez Caicedo. "Machine Learning Models for Prediction of Scope 3 Carbon Emissions." Harvard Business School Working Paper, No. 22-080, June 2022.
  • 03 Nov 2018
  • News

The path to economic development is growing more treacherous, again

  • March 2022 (Revised January 2025)
  • Technical Note

Linear Regression

By: Iavor I. Bojinov, Michael Parzen and Paul Hamilton
This note provides an overview of linear regression for an introductory data science course. It begins with a discussion of correlation, and explains why correlation does not necessarily imply causation. The note then describes the method of least squares, and how to... View Details
Keywords: Data Science; Linear Regression; Mathematical Modeling; Mathematical Methods; Analytics and Data Science
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Bojinov, Iavor I., Michael Parzen, and Paul Hamilton. "Linear Regression." Harvard Business School Technical Note 622-100, March 2022. (Revised January 2025.)
  • Article

An Exploration of Optimal Stabilization Policy

By: N. Gregory Mankiw and Matthew C. Weinzierl
This paper examines the optimal response of monetary and fiscal policy to a decline in aggregate demand. The theoretical framework is a two-period general equilibrium model in which prices are sticky in the short-run and flexible in the long-run. Policy is evaluated by... View Details
Keywords: Fiscal Policy; Monetary Policy; Economic Models; Aggregate Demand; Demand and Consumers; Money; Mathematical Methods; Taxation; Spending; Policy; Welfare; Household; Economic Slowdown and Stagnation
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Mankiw, N. Gregory, and Matthew C. Weinzierl. "An Exploration of Optimal Stabilization Policy." Brookings Papers on Economic Activity (Spring 2011). (Also Harvard Business School Working Paper, No. 11-113, May 2011 and NBER Working Paper Series, No. 17029, May 2011.)
  • 27 Jul 2020
  • News

Transform 2020: A Tectonic Shift in Education, Workforce and Economic Centers

  • 17 Oct 2017
  • News

HBX Offers Separate Certificate Programs in Business Analytics, Economics for Managers, Financial Accounting

  • 25 Feb 2019
  • Blog Post

An Inside Look at the MS/MBA: Engineering Sciences Program - Facebook Live

A live conversation on the MS/MBA: Engineering Sciences joint degree program at Harvard Business School and the Harvard John A. Paulson School of Engineering and Applied Sciences, with HBS Professor Tom Eisenmann, Director View Details
  • August 2017 (Revised August 2018)
  • Case

The Oakland Athletics: Strategy & Metrics for a Budget

By: Srikant M. Datar and Caitlin N. Bowler
This case considers Oakland Athletics General Manager Billy Beane’s data driven and, in baseball circles unconventional, approach to winning games over the duration of the long Major League Baseball season. Beane’s critical approach to crafting strategy within his... View Details
Keywords: Data Analysis; Metrics; Data Science; Analytics and Data Science; Analysis; Measurement and Metrics; Competitive Strategy; Organizational Culture; Sports Industry
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Datar, Srikant M., and Caitlin N. Bowler. "The Oakland Athletics: Strategy & Metrics for a Budget." Harvard Business School Case 118-010, August 2017. (Revised August 2018.)
  • 24 Sep 2016
  • News

Revitalizing small businesses is key to drive America's economic growth

  • 2015
  • Working Paper

Do People Shape Cities, or Do Cities Shape People? The Co-evolution of Physical, Social, and Economic Change in Five Major U.S. Cities

By: Nikhil Naik, Scott Duke Kominers, Ramesh Raskar, Edward L. Glaeser and Cesar Hidalgo
Urban change involves transformations in the physical appearance and the social composition of neighborhoods. Yet, the relationship between the physical and social components of urban change is not well understood due to the lack of comprehensive measures of... View Details
Keywords: Demographics; Urban Development; Change; Economics
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Naik, Nikhil, Scott Duke Kominers, Ramesh Raskar, Edward L. Glaeser, and Cesar Hidalgo. "Do People Shape Cities, or Do Cities Shape People? The Co-evolution of Physical, Social, and Economic Change in Five Major U.S. Cities." Working Paper.
  • 2017
  • Other Book

Good Work: The Taylor Review of Modern Working Practices

By: Matthew Taylor, Greg Marsh, Diane Nicol and Paul Broadbent
I was not the only person appointed to the Review. My fellow Review team members, Greg Marsh, Diane Nicol and Paul Broadbent have not only been an important source of ideas and wisdom throughout the process but have led in engaging with key groups of... View Details
Keywords: Future Of Work; Labor Relations; Marketplaces; Employment; Labor and Management Relations; Labor; Markets
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Taylor, Matthew, Greg Marsh, Diane Nicol, and Paul Broadbent. Good Work: The Taylor Review of Modern Working Practices. London: Great Britain, Department for Business, Energy & Industrial Strategy, 2017. Electronic.
  • August 2002
  • Book Review

Review of Authority Relations and Economic Decision-making in Vietnam: An Historical Perspective by Dang Phong and Melanie Beresford

Keywords: Economics; Decision Making; History; Perspective; Global Range; Viet Nam
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Abrami, Regina M. "Review of Authority Relations and Economic Decision-making in Vietnam: An Historical Perspective by Dang Phong and Melanie Beresford." Journal of Asian Studies 61, no. 3 (August 2002): 1104–1106.
  • November 2012
  • Article

Empirical Observations on Longer-term Use of Incentives for Weight Loss

By: Leslie K. John, George Loewenstein and Kevin Volpp
Behavioral economic-based interventions are emerging as powerful tools to help individuals accomplish their own goals, including weight loss. Deposit contract incentive systems give participants the opportunity to put their money down toward losing weight, which they... View Details
Keywords: Weight Loss; Obesity; Behavioral Economics; Intervention; Behavior; Motivation and Incentives
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John, Leslie K., George Loewenstein, and Kevin Volpp. "Empirical Observations on Longer-term Use of Incentives for Weight Loss." Preventive Medicine 55, Supplement 1 (November 2012): S68–S74.
  • October 2017
  • Article

The Size of the LGBT Population and the Magnitude of Anti-Gay Sentiment Are Substantially Underestimated

By: Katherine Baldiga Coffman, Lucas C. Coffman and Keith M. Marzilli Ericson
We demonstrate that widely used measures of anti-gay sentiment and the size of the LGBT population are misestimated, likely substantially. In a series of online experiments using a large and diverse but non-representative sample, we compare estimates from the standard... View Details
Keywords: LGBTQ; Social Trends & Culture; Economic Theory; Prejudice; Prejudice and Bias; Diversity; Economics; Demographics
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Coffman, Katherine Baldiga, Lucas C. Coffman, and Keith M. Marzilli Ericson. "The Size of the LGBT Population and the Magnitude of Anti-Gay Sentiment Are Substantially Underestimated." Management Science 63, no. 10 (October 2017): 3168–3186.
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