Publications

Find at Harvard

2023
Working Paper

The Customer Journey as a Source of Information

By: Nicolas Padilla, Eva Ascarza and Oded Netzer

In the face of heightened data privacy concerns and diminishing third-party data access, firms are placing increased emphasis on first-party data (1PD) for marketing decisions. However, in environments with infrequent purchases, reliance on past purchases 1PD... View Details

Keywords: Customer Journey; Privacy; Consumer Behavior; Analytics and Data Science; AI and Machine Learning; Customer Focus and Relationships

Read Now

2015
Working Paper

Online Word of Mouth and Product Review Disagreement

By: Frank Nagle and Christoph Riedl

Studies of online word of mouth have frequently posited―but never systematically conceptualized and explored―that the level of disagreement between existing product reviews can impact the volume and the valence of future reviews. In this study we develop a theoretical... View Details

Keywords: Online Word Of Mouth; Online Communities; Viral Marketing; Online Product Reviews; Quality; Internet and the Web; Consumer Behavior; Marketing Reference Programs; Social and Collaborative Networks; Digital Marketing; Analytics and Data Science

SSRN

Read Now

23 Mar 2011
Working Paper Summaries

Do US Market Interactions Affect CEO Pay? Evidence from UK Companies

Keywords: by Joseph J. Gerakos, Joseph D. Piotroski & Suraj Srinivasan

Research Summary

Overview

Empirically, Ryann uses a combination of in-depth qualitative field research and visual and textual archival data to examine moral action at multiple levels of analysis. Through observation and interviews, she aims to capture the lived experience of individuals and... View Details

Managing Human Assets

The time has come for American managers to rethink the traditional relationship between management and workers. The personnel practices of the past are an obstacle today, blocking the higher productivity and quality levels your firm will need to succeed in the... View Details

March 2005 (Revised August 2007)
Case

Brocade: Launching the Multiprotocol Router

By: Elie Ofek and Mamoon Hamid

Brocade management is preparing for the launch of a new technology for data storage. The multiprotocol router improves on existing technology and has the potential to change the way firms design their data storage networks. Students must determine the target market for... View Details

Keywords: Customer Satisfaction; Price; Product Launch; Partners and Partnerships; Segmentation; Information Infrastructure; Technology Adoption; Information Technology Industry

27 Feb 2018
First Look

First Look at New Research and Ideas, February 27, 2018

https://www.hbs.edu/faculty/Pages/item.aspx?num=54078 Stock Market Returns and Consumption By: Di Maggio, Marco, Amir Kermani, and Kaveh Majlesi Abstract—This paper employs Swedish data containing security View Details

Keywords: Sean Silverthorne

October 2019 (Revised February 2023)
Case

Gupta Media: Performance Marketing in the Digital Age

By: V. Kasturi Rangan and Courtney Han

Gupta Media is a Digital Marketing firm started in 2005 that places advertisements and marketing promotions for its clients in digital media, mainly social media such as Facebook and Google. Over the years it had built its expertise in promoting music labels, artists... View Details

Keywords: Marketing; Digital Marketing; Performance; Measurement and Metrics; Social Media; Advertising Industry

02 May 2020
News

The Great Convergence: Mass Schooling and Skill Accumulation in Africa and Asia since 1870

April 12, 2023
Article

Using AI to Adjust Your Marketing and Sales in a Volatile World

By: Das Narayandas and Arijit Sengupta

Why are some firms better and faster than others at adapting their use of customer data to respond to changing or uncertain marketing conditions? A common thread across faster-acting firms is the use of AI models to predict outcomes at various stages of the customer... View Details

Keywords: Forecasting and Prediction; AI and Machine Learning; Consumer Behavior; Technology Adoption; Competitive Advantage

Register to Read

May 2010 (Revised May 2010)
Case

Data.gov

By: Karim R. Lakhani, Robert D. Austin and Yumi Yi

This case presents the logic and execution underlying the launch of Data.gov, an instantiation of President Obama's initiative for transparency and open government. The process used by Vivek Kundra, the federal CIO, and his team to rapidly develop the website and to... View Details

Keywords: Safety; Rights; Analytics and Data Science; Internet and the Web; Ethics; Cost vs Benefits; Innovation and Management; Information Management; Public Administration Industry; Information Industry; United States

November 2011
Case

Celeritas, Inc.: Leadership Challenges in a Fast-Growth Industry

By: Michael Beer and Ingrid Vargas

In 2011, Celeritas is a leading data communications company in the crowded, highly competitive, and ever-evolving enterprise-network optimization market. Having experienced rapid growth since its founding in 2003, Celeritas has recently seen sales decline and has begun... View Details

Keywords: Technology; Morale; Conflict; Organizational Change; Team Building; Organizational Change and Adaptation; Information Technology; Leadership; Communication; Groups and Teams; Attitudes; Conflict and Resolution; Information Technology Industry; Communications Industry

September 2015 (Revised July 2016)
Case

Unidentified Industries: Australia 2014

By: Benjamin Esty and William E. Fruhan, Jr.

Helps students to understand how the characteristics of a business are reflected in the firm's financial statements. In this exercise, students are given balance sheet data in percentage form (common-size balance sheets) and other selected financial ratios for a set of... View Details

Keywords: Accounting; Finance; Financial Management; Australia

29 Jun 2012
Working Paper Summaries

Trade Credit and Taxes

Keywords: by Mihir A. Desai, C. Fritz Foley & James R. Hines

2021
Working Paper

Accounting for Workforce Impact at Scale

By: Adel Fadhel, Katie Panella, Ethan Rouen and George Serafeim

Using new data on workforce composition and wages, we systematically measure the employment impact at U.S. firms from 2008 to 2020, including 2,682 unique firms and 22,322 firm-year observations. We document significant variation across industries and firms within each... View Details

Keywords: Impact Accounting; ESG; Employee Turnover; Wages; Employment; Measurement and Metrics; Human Capital; Diversity; United States

SSRN

Read Now

February 2004
Case

Bradman and Tendulkar, LLC

By: Ananth Raman and Vishal Gaur

An investment firm is trying to project inventory turns for Radio Shack, a chain of consumer electronics stores. The investment firm has access to public financial data but not to internal operational metrics. It needs to project inventory turns because inventory... View Details

Keywords: Forecasting and Prediction; Cash Flow; Demand and Consumers; Distribution Channels; Mathematical Methods; Valuation