Publications

30 Jan 2012
Research & Ideas

Measuring the Efficacy of the World’s Managers

for the survey included primarily middle managers in manufacturing plants, although over time the data collection was extended to other industries, such as retail, schools, and hospitals. The approach was to... View Details

Keywords: by Carmen Nobel

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

November 2006
Article

The Flattening Firm: Evidence from Panel Data on the Changing Nature of Corporate Hierarchies

By: Raghuram G. Rajan and Julie Wulf

Using a detailed database of managerial job descriptions, reporting relationships, and compensation structures in over 300 large U.S. firms, we find that firm hierarchies are becoming flatter. The number of positions reporting directly to the CEO has gone up... View Details

Keywords: Geographic Location; Change; Business Ventures; Compensation and Benefits; Rank and Position; Wages; Motivation and Incentives; Organizational Change and Adaptation; Jobs and Positions; United States

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October 2015
Article

Managing the Performance Tradeoffs from Partner Integration: Implications of Contract Choice in R&D Projects

By: Alan MacCormack and Anant Mishra

Formal contracts represent an important governance instrument with which firms exercise control of and compensate partners in R&D projects. The specific type of contract used, however, can vary significantly across projects. In some, firms govern partnering... View Details

Keywords: ＂＂Partner Integration; Contract Choice; R＆D Project Management; Relational Contracts; Partnering Performance; Research and Development; Projects; Partners and Partnerships; Performance; Contracts

12 Mar 2012
Research & Ideas

Crowded at the Top: The Rise of the Functional Manager

businesses.” In 2008, companies averaged 2.9 general managers, compared to 1.6 in 1986, according to data from several surveys. The average number of functional managers reporting directly to the CEO... View Details

Keywords: by Carmen Nobel

June 2020
Background Note

Customer Management Dynamics and Cohort Analysis

By: Elie Ofek, Barak Libai and Eitan Muller

The digital revolution has allowed companies to amass considerable amounts of data on their customers. Using this information to generate actionable insights is fast becoming a critical skill that firms must master if they wish to effectively compete and win in today’s... View Details

Keywords: Cohort Analysis; Customers; Analytics and Data Science; Segmentation; Analysis; Customer Value and Value Chain

July 1991 (Revised September 1995)
Case

Eastman Kodak Co.: Managing Information Systems Through Strategic Alliances

By: Lynda M. Applegate

In January 1988, Colby Chandler, Kodak CEO, created the Corporate Information Systems (CIS) and appointed Katherine Hudson head. She at once became the first head of IT and first woman corporate vice president in the company. Throughout 1989, Hudson inaugurated a... View Details

Keywords: Corporate Strategy; Information Technology; Partners and Partnerships; Organizational Structure; Success; Trends; Information Management; Service Operations; Manufacturing Industry

2008
Working Paper

An Investigation of Earnings Management through Marketing Actions

By: Craig James Chapman and Thomas J. Steenburgh

Prior research hypothesizes managers use "real actions," including the reduction of discretionary expenditures, to manage earnings to meet or beat key benchmarks. This paper examines this hypothesis by testing how different types of marketing expenditures are used... View Details

Keywords: Performance Expectations; Earnings Management; Marketing Strategy; Financial Reporting; Brands and Branding; Food and Beverage Industry

SSRN

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August 2017 (Revised July 2019)
Case

GROW: Using Artificial Intelligence to Screen Human Intelligence

By: Ethan Bernstein, Paul McKinnon and Paul Yarabe

Over 10% of all 2017 university graduates in Japan used GROW, an artificial intelligence platform and mobile app developed by Tokyo-based people analytics startup IGS, to recruit for a job. This case puts participants in the shoes of IGS founder and CEO Masahiro... View Details

Keywords: Big Data; Artificial Intelligence; Talent and Talent Management; Recruitment; Selection and Staffing; Human Resources; Information Technology; AI and Machine Learning; Analytics and Data Science; Financial Services Industry; Air Transportation Industry; Advertising Industry; Manufacturing Industry; Technology Industry; Japan

17 Feb 2003
Research & Ideas

Rating Fund Managers by the Company They Keep

sets affected the way fund managers can be evaluated now and in the future? Can the data sets help fund managers make investment decisions? A: In the last five years there has... View Details

Keywords: by Ann Cullen

February 2018 (Revised December 2020)
Supplement

People Analytics at Teach For America (Data Set)

By: Jeffrey T. Polzer

This data set is a supplement to the People Analytics at Teach For America (A) case. View Details

Keywords: Analytics; Human Resource Management; Data; Workforce; Hiring; Talent Management; Forecasting; Predictive Analytics; Organizational Behavior; Recruiting

Teaching Interest

Harvard Business Analytics Program: Operations and Supply Chain Management

By: Dennis Campbell

Digital technologies and data analytics are radically changing the operating model of an organization and how it connects to its broader supply chain and ecosystem. This course emphasizes managing product availability, especially in a context of rapid product... View Details

14 May 2007
Research & Ideas

The Key to Managing Stars? Think Team

important career matter for individuals as well as for managers who want to inspire, nurture, and recruit stars. A new study by Harvard Business School's Boris Groysberg and Linda-Eling Lee on star knowledge workers, specifically security... View Details

Keywords: by Martha Lagace

Article

A Blueprint for Pharmacy Benefits Managers to Increase Value

By: William Shrank, Michael E. Porter, Sachin H. Jain and Niteesh K. Choudhary

Pharmacy benefits managers (PBMs) have a unique opportunity to promote public health and generate value in the healthcare system. However, PBMs are largely evaluated on their ability to control costs rather than improve health. PBMs should be evaluated along three... View Details

Keywords: Opportunities; Health; System; Cost Management; Partners and Partnerships; Motivation and Incentives; Value; Innovation and Invention; Performance Effectiveness; Health Industry; Pharmaceutical Industry

May 1990 (Revised September 1994)
Background Note

Note on Financial Reporting Strategy and Analysis When Managers Have Proprietary Information

By: Krishna G. Palepu

Provides a framework that helps explain these real-world observations about accounting and financial statement analysis. When managers have superior information on firms' strategies, and when investors suspect that managers have incentives not to fully disclose this... View Details

Keywords: Financial Reporting; Strategy; Knowledge Management

05 Dec 2007
Sharpening Your Skills

Sharpening Your Skills: Managing Marketing

merchant's direct channel sales after she opens a retail store in the area. The study used a proprietary longitudinal data set from a multichannel retailer to understand what happens and to probe the implications for channel View Details

January – February 2008
Article

Managing the Impact of Employee Turnover on Performance: The Role of Process Conformance

By: Zeynep Ton and Robert S. Huckman

We examine the impact of employee turnover on operating performance in settings that require high levels of knowledge exploitation. Using 48 months of turnover data from U.S. stores of a major retail chain, we find that, on average, employee turnover is associated with... View Details

Keywords: Customer Focus and Relationships; Governance Compliance; Retention; Standards; Service Operations; Business Processes; Retail Industry; United States

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January 2004 (Revised February 2005)
Background Note

A Note on Methodological Fit in Management Field Research

By: Amy C. Edmondson and Stacy McManus

To use in doctoral-level management courses on the design of field research methods. Advocates the importance of fit, or internal consistency, among the different elements of a field research project. Although the scientific method provides an essential framework for... View Details

Keywords: Management; Research

2011
Other Unpublished Work

Functional Centralization and the Division of Labor in Management

By: Julie Wulf, Maria Guadalupe and Hongyi Li

This paper shows that the trend towards flatter hierarchies in large US firms since the mid-80's has been accompanied by increased centralization of activities at the top of the organization. In particular, the number of functional managers (e.g., Chief Financial... View Details

Keywords: Executive Compensation; Management Teams; Organizational Structure; Business Strategy; Diversification; Information Technology; United States