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- Faculty Publications (599)
Analytic →
- Article
Integration of Online and Offline Channels in Retail: The Impact of Sharing Reliable Inventory Availability Information
By: Santiago Gallino and Antonio Moreno
Using a proprietary data set, we analyze the impact of the implementation of a “buy-online, pick-up-in-store” (BOPS) project. The implementation of this project is associated with a reduction in online sales and an increase in store sales and traffic. These results can...
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Keywords:
Retail Operations;
Inventory Availability;
Empirical Operations Management;
Business Analytics;
Online Retail;
Ecommerce;
Operations;
Management;
Distribution Channels;
Consumer Behavior;
E-commerce;
Retail Industry
Gallino, Santiago, and Antonio Moreno. "Integration of Online and Offline Channels in Retail: The Impact of Sharing Reliable Inventory Availability Information." Management Science 60, no. 6 (June 2014): 1434–1451. (Finalist of Management Science Best Paper award in Operations Management.)
- May 2014
- Article
Incorporating Field Data into Archival Research
By: Eugene F. Soltes
I explore the use of field data in conjunction with archival evidence by examining Iliev, Miller, and Roth's (2014) analysis of an amendment to the Securities Exchange Act of 1934. This regulatory amendment allowed depositary banks to cross-list firms without the...
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Soltes, Eugene F. "Incorporating Field Data into Archival Research." Journal of Accounting Research 52, no. 2 (May 2014): 521–540.
- April 29, 2014
- Column
Corporate Reporting in the Big Data Era
By: George Serafeim
Advancements in information technology can improve corporate communication with shareholders, but not through incessant data dumps. Instead, companies will more likely be poised for continued success if they use digital platforms for long-term oriented engagement and...
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Keywords:
Integrated Reporting;
Big Data;
Corporate Reporting;
Sustainability;
Corporate Social Responsibility;
Corporate Governance;
Accounting;
Reporting;
Organizational Change and Adaptation;
Corporate Accountability;
Analytics and Data Science;
Information Technology;
Communication;
Financial Reporting;
Business and Shareholder Relations
Serafeim, George. "Corporate Reporting in the Big Data Era." IIRC Blog (April 29, 2014).
- April 2014 (Revised March 2015)
- Case
GE and the Industrial Internet
By: Karim R. Lakhani, Marco Iansiti and Kerry Herman
CEO Jeff Immelt considers whether GE is moving fast enough on its new Industrial Internet initiative. The undertaking includes building out an Industrial Internet, connecting machines and devices, collecting their data and operations, and providing services to clients...
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Keywords:
Technology;
Operations Management;
Strategy;
Big Data;
Business Analysis;
Corporate Strategy;
Digital Technology;
Digital Innovation;
General Management;
General Strategy;
Global Competitiveness;
Global Strategy;
Innovation;
Innovation And Management;
Industrial Internet;
GE;
Innovation and Invention;
Information Technology;
Analytics and Data Science;
Air Transportation Industry;
Energy Industry;
Health Industry;
Industrial Products Industry;
Information Technology Industry;
Manufacturing Industry;
Medical Devices and Supplies Industry;
Rail Industry;
Transportation Industry;
Technology Industry;
North and Central America;
Asia;
Europe;
Middle East;
Latin America
Lakhani, Karim R., Marco Iansiti, and Kerry Herman. "GE and the Industrial Internet." Harvard Business School Case 614-032, April 2014. (Revised March 2015.)
- February 2014 (Revised June 2014)
- Background Note
The Information Superhighway Meets the Highway: Technology and Mobility Trends and Opportunities
By: Rosabeth Moss Kanter and Kevin Rosier
Technological innovation is considered a competitive strength for America, but the nation does not score as high in deploying its technology. U.S. transportation systems are in need of repair and renewal, and the sector is at the cusp of a technological revolution. The...
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Keywords:
Technology;
Information Technology;
Infrastructure;
Transportation;
Information Infrastructure
Kanter, Rosabeth Moss, and Kevin Rosier. "The Information Superhighway Meets the Highway: Technology and Mobility Trends and Opportunities." Harvard Business School Background Note 314-093, February 2014. (Revised June 2014.)
- January 2014 (Revised January 2017)
- Case
Nivea (A)
By: Karim R. Lakhani, Johann Fuller, Volker Bilgram and Greta Friar
The case describes the efforts of Beiersdorf, a worldwide leader in the cosmetics and skin care industries, to generate and commercialize new R&D through open innovation using external crowds and "netnographic" analysis. Beiersdorf, best known for its consumer brand...
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Keywords:
Innovation;
Innovation Management;
Crowdsourcing;
Big Data;
Innovation Strategy;
Innovation and Management;
Knowledge Management;
Knowledge Sharing;
Research and Development;
Social and Collaborative Networks;
Collaborative Innovation and Invention;
Analytics and Data Science;
Beauty and Cosmetics Industry;
Consumer Products Industry
Lakhani, Karim R., Johann Fuller, Volker Bilgram, and Greta Friar. "Nivea (A)." Harvard Business School Case 614-042, January 2014. (Revised January 2017.)
- October 2013
- Article
How Much to Make and How Much to Buy? An Analysis of Optimal Plural Sourcing Strategies
By: Phanish Puranam, Ranjay Gulati and Sourav Bhattacharya
While many theories of the firm seek to explain when firms make rather than buy, in practice, firms often make and buy the same input—they engage in plural sourcing. We argue that explaining the mix of external procurement and internal sourcing for the same input...
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Keywords:
Supply Chain;
Forecasting and Prediction;
Framework;
Prejudice and Bias;
Mathematical Methods
Puranam, Phanish, Ranjay Gulati, and Sourav Bhattacharya. "How Much to Make and How Much to Buy? An Analysis of Optimal Plural Sourcing Strategies." Strategic Management Journal 34, no. 10 (October 2013): 1145–1161.
- September 2013 (Revised August 2024)
- Exercise
Process Analytics Simulation: Solutions
A set of exercises and instructions to be used with the Process Simulator software made by Pro Model. These exercises allow students to investigate the impact of variable processing times on the performance of simple in-line processes. Includes color exhibits.
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Huckman, Robert S., Aizan Radzi, Willy Shih, Roy D. Shapiro, and Michael W. Toffel. "Process Analytics Simulation: Solutions." Harvard Business School Exercise 614-029, September 2013. (Revised August 2024.)
- August 2013 (Revised August 2014)
- Case
Catalina In the Digital Age
By: Robert J. Dolan and Uma R. Karmarkar
Catalina in the Digital Age considers how a company with a dominant market position should evolve its established product lines given the rise of novel digital technologies. Since its founding in 1983, Catalina had enjoyed a distinct position in the world of consumer...
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Keywords:
Big Data;
Digital Technologies;
Marketing;
Customer Relationship Management;
Consumer Behavior;
Analytics and Data Science
Dolan, Robert J., and Uma R. Karmarkar. "Catalina In the Digital Age." Harvard Business School Case 514-021, August 2013. (Revised August 2014.)
- Article
Fast Generalized Subset Scan for Anomalous Pattern Detection
By: Edward McFowland III, Skyler Speakman and Daniel B. Neill
We propose Fast Generalized Subset Scan (FGSS), a new method for detecting anomalous patterns in general categorical data sets. We frame the pattern detection problem as a search over subsets of data records and attributes, maximizing a nonparametric scan statistic...
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Keywords:
Pattern Detection;
Anomaly Detection;
Knowledge Discovery;
Bayesian Networks;
Scan Statistics;
Analytics and Data Science
McFowland III, Edward, Skyler Speakman, and Daniel B. Neill. "Fast Generalized Subset Scan for Anomalous Pattern Detection." Art. 12. Journal of Machine Learning Research 14 (2013): 1533–1561.
- Summer 2013
- Article
Nuclear Negotiations With Iran
By: Paul R. Pillar, Robert Reardon, James K. Sebenius and Michael K. Singh
Paul Pillar and Robert Reardon challenge the analysis and substantive policy inputs that Sebenius and Singh developed for their article "Is a Nuclear Deal with Iran Possible? An Analytic Framework for the Iran Nuclear Negotiations" (International Security 37, no. 3...
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Keywords:
Nuclear Proliferation;
Zone Of Possible Agreement;
ZOPA;
International Relations;
Negotiation;
Iran;
United States
Pillar, Paul R., Robert Reardon, James K. Sebenius, and Michael K. Singh. "Nuclear Negotiations With Iran." International Security 38, no. 1 (Summer 2013): 174–192.
- May 2013
- Case
Launching Krispy Natural: Cracking the Product Management Code
By: Frank V. Cespedes and Heather Beckham
Pemberton Products is a U.S. market leader in the cookie and bakery snacks segment of the sweet snack market. Looking to expand into the salty snack market, the company acquires Krispy Inc., a maker of salty snack crackers located in the southeastern U.S. To compete...
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Keywords:
Analytics and Data Science;
Competition;
Organizational Culture;
Management Teams;
Brands and Branding;
Expansion;
Marketing Strategy;
Product Launch;
Acquisition;
Food and Beverage Industry;
Ohio;
United States
Cespedes, Frank V., and Heather Beckham. "Launching Krispy Natural: Cracking the Product Management Code." Harvard Business School Brief Case 913-574, May 2013.
- May 2013
- Teaching Note
Launching Krispy Natural: Cracking the Product Management Code (Brief Case)
By: Frank V. Cespedes and Heather Beckham
This case study concerns a review and interpretation of test market results for a new packaged good product. The purpose of the case is to provide students with practice and guidelines in the analysis of quantitative test market data while illustrating the roles of...
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- 2013
- Chapter
Privacy Breach Analysis in Social Networks
By: Frank Nagle
Over the past 5–10 years, online social networks have rapidly expanded, and as of March 2012 the largest online social network, Facebook, had over 901 million active members. The wealth of information users post in their social network profiles, as well as the...
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Keywords:
Crime and Corruption;
Social and Collaborative Networks;
Social Media;
Cybersecurity;
Analytics and Data Science
Nagle, Frank. "Privacy Breach Analysis in Social Networks." In Mining Social Networks and Security Informatics, edited by Tansel Ozyer, Zeki Erdem, Jon Rokne, and Suheil Khoury, 63–77. Springer Science + Business Media, 2013.
- April 2013
- Case
Managing with Analytics at Procter & Gamble
By: Thomas H. Davenport, Marco Iansiti and Alain Serels
Senior management at P&G has put a strong emphasis on using data to make "better, smarter, real-time business decisions." The Global Business Services (GBS) organization has developed tools, systems and processes to provide managers throughout P&G with direct access to...
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Keywords:
Analytics;
Data Management;
Forecasting;
Shared Services;
Procter & Gamble;
Laundry Detergent;
Information Management;
Forecasting and Prediction;
Information Technology;
Mathematical Methods;
Consumer Products Industry;
North America
Davenport, Thomas H., Marco Iansiti, and Alain Serels. "Managing with Analytics at Procter & Gamble." Harvard Business School Case 613-045, April 2013.
- 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...
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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
Nagle, Frank, and Christoph Riedl. "Online Word of Mouth and Product Review Disagreement." Harvard Business School Working Paper, No. 13-091, May 2013. (Revised May 2015, selected for AOM Best Paper Proceedings.)
- February 2013
- Case
Diamond Foods, Inc.
By: Suraj Srinivasan and Tim Gray
The Diamonds Foods, Inc. case describes the major accounting blow up at the company in late 2011 that was triggered by a report by Off Wall Street, a prominent short selling research firm. Diamond Foods, a high flying growth company in 2011, grew from a walnut farmers'...
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Keywords:
Accounting Restatements;
Accounting Scandal;
Accounting;
Financial Analysis;
Financial Statement Analysis;
Short Selling;
Revenue Recognition;
Board Of Directors;
Audit Committees;
Auditing;
Financial Reporting;
Financial Statements;
Agribusiness;
Accrual Accounting;
Earnings Management;
Corporate Accountability;
Corporate Disclosure;
Corporate Governance;
Valuation;
Revenue;
Agriculture and Agribusiness Industry;
California;
Cambridge
Srinivasan, Suraj, and Tim Gray. "Diamond Foods, Inc." Harvard Business School Case 113-055, February 2013.
- January 2013
- Article
Level Two Negotiations: Helping the Other Side Meet Its 'Behind-the-Table' Challenges
A long analytic tradition has explored the challenge of productively synchronizing "internal" with "external" negotiations, with a special focus on how each side can best manage internal opposition to agreements negotiated "at the table." Implicit in much of this work...
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Keywords:
James Baker;
Internal Negotiation;
Dispute Resolution;
Bargaining;
Two-level Games;
Negotiation;
Germany;
United States
Sebenius, James K. "Level Two Negotiations: Helping the Other Side Meet Its 'Behind-the-Table' Challenges." Negotiation Journal 29, no. 1 (January 2013): 7–21.
- January 2013
- Article
Preference Heterogeneity and Optimal Capital Income Taxation
By: Mikhail Golosov, Maxim Troshkin, Aleh Tsyvinski and Matthew Weinzierl
We examine a prominent justification for capital income taxation: goods preferred by those with high ability ought to be taxed. In an environment where commodity taxes are allowed to be nonlinear functions of income and consumption, we derive an analytical expression...
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Keywords:
Taxation
Golosov, Mikhail, Maxim Troshkin, Aleh Tsyvinski, and Matthew Weinzierl. "Preference Heterogeneity and Optimal Capital Income Taxation." Journal of Public Economics 97 (January 2013): 160–175. (Also NBER Working Paper Series, No. 16619, December 2010.)
- August 2012
- Article
Surviving the Global Financial Crisis: Foreign Ownership and Establishment Performance
By: Laura Alfaro and Maggie Chen
We examine the differential response of establishments to the recent global financial crisis with particular emphasis on the role of foreign ownership. Using a worldwide establishment panel dataset, we investigate how multinational subsidiaries around the world...
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Keywords:
Globalization;
Financial Crisis;
Multinational Firms and Management;
Analytics and Data Science;
Business Subsidiaries;
Production;
Finance;
Performance;
Ownership
Alfaro, Laura, and Maggie Chen. "Surviving the Global Financial Crisis: Foreign Ownership and Establishment Performance." American Economic Journal: Economic Policy 4, no. 3 (August 2012): 30–55. (Also NBER Working Paper No. 17141.)