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Publications

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  • 2020
  • Working Paper

Is Accounting Useful for Forecasting GDP Growth? A Machine Learning Perspective

By: Srikant Datar, Apurv Jain, Charles C.Y. Wang and Siyu Zhang
We provide a comprehensive examination of whether, to what extent, and which accounting variables are useful for improving the predictive accuracy of GDP growth forecasts. We leverage statistical models that accommodate a broad set of (341) variables—outnumbering the... View Details
Keywords: Big Data; Elastic Net; GDP Growth; Machine Learning; Macro Forecasting; Short Fat Data; Accounting; Economic Growth; Forecasting and Prediction; Analytics and Data Science
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  • 2018
  • Working Paper

Need for Speed: The Impact of Website Performance on Online Retail

By: Santiago Gallino, Nil Karacaoglu and Antonio Moreno
The share of e-commerce sales is rapidly increasing and so are the associated losses generated by website outages and slow websites. We leverage novel retail and website performance data to investigate the impact of website performance on online sales. This question is... View Details
Keywords: Online Retail; Quasi-experiments; Abandonment; Synthetic Control; Internet and the Web; Performance; Service Operations
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  • July 2010
  • Supplement

Marketing Analysis Toolkit: Pricing and Profitability Analysis (CW)

By: Thomas J. Steenburgh and Jill Avery
Pricing is one of the most difficult decisions marketers make and the one with the most direct and immediate impact on the firm's financial position. This toolkit will introduce the fundamental terminology and calculations associated with pricing and profitability... View Details
Keywords: Management Analysis, Tools, and Techniques; Marketing Strategy; Decisions; Strategic Planning; Price; Partners and Partnerships; Cost; Demand and Consumers; Revenue; Profit; Mathematical Methods; Measurement and Metrics
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  • July 2010 (Revised December 2011)
  • Background Note

Marketing Analysis Toolkit: Pricing and Profitability Analysis

By: Thomas J. Steenburgh and Jill Avery
Pricing is one of the most difficult decisions marketers make and the one with the most direct and immediate impact on the firm's financial position. This toolkit will introduce the fundamental terminology and calculations associated with pricing and profitability... View Details
Keywords: Forecasting and Prediction; Price; Profit; Management Analysis, Tools, and Techniques; Marketing Strategy; Demand and Consumers; Measurement and Metrics; Strategic Planning; Mathematical Methods; Retail Industry
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  • Web

Student Research - Doctoral

Inpatient Unit Closures and Openings, 2011–2018 By: Carolyn San Soucie, Nancy D. Beaulieu, Jason D. Buxbaum, David Cutler, JoAnna K. Leyenaar, Sarah C. McBride, Olivia Zhao and Alyna T. Chien OBJECTIVES: This paper provides an examination of: (1) the frequency and... View Details
  • 16 Aug 2010
  • Lessons from the Classroom

HBS Introduces Marketing Analysis Tools for Managers

toolkit introduces the fundamental terminology and calculations associated with pricing and profitability analysis. Users will learn how to produce and interpret demand curves and calculate the price elasticity of demand. The concepts of... View Details
Keywords: by Sarah Jane Gilbert
  • 27 Jun 2017
  • First Look

First Look at New Research and Ideas, June 27

ambiguous effect on high-quality output. To evaluate this trade-off, I develop a procedure to estimate agents' effort costs and simulate counterfactuals under alternative feedback policies. The results suggest that feedback on net... View Details
Keywords: Sean Silverthorne
  • 03 Nov 2015
  • First Look

November 3, 2015

funding leads to a net increase of 2.3 patents. Though valuing patents is difficult, we report a range of estimates for the private value of these patents using different approaches. Download working paper:... View Details
Keywords: Sean Silverthorne
  • 17 Aug 2010
  • First Look

First Look: August 17

Users will learn how to produce and interpret demand curves and calculate the price elasticity of demand. The concepts of revenue, costs, contribution margin, gross margin, and net income will be introduced... View Details
Keywords: Martha Lagace
  • 27 May 2009
  • First Look

First Look: May 27, 2009

consumption growth by a representative agent with a high elasticity of intertemporal substitution. This paper documents several empirical difficulties for the model as calibrated by Bansal and Yaron (BY, 2004) and Bansal, Kiku, and Yaron... View Details
Keywords: Martha Lagace
  • 23 Jun 2009
  • First Look

First Look: June 23

problems (and the ways they reinforce each other), this paper offers a new approach to community transformation which calls for leaders to use technology to inform and connect people. We need to convert the social safety net into a social... View Details
Keywords: Martha Lagace
  • 21 Apr 2009
  • First Look

First Look: April 21, 2009

experiments to test theoretical predictions of why adoption may be low. Insurance purchase is sensitive to price, with an estimated extensive price elasticity of demand between -0.66 and -0.88. Credit constraints, identified through the... View Details
Keywords: Martha Lagace
  • 02 Feb 2010
  • First Look

First Look: Feb. 2

welfare enhancing. In this case, the net cost of both contracting directly on an aggregate measure and exploiting career incentives based on disaggregated measures is smaller than the cost of contracting directly on disaggregate measures.... View Details
Keywords: Martha Lagace