Publications

Teaching Interest

Empirical Technology and Operations Management Course

By: Himabindu Lakkaraju

I taught a set of lectures on "Introduction to Machine Learning for Social Scientists" as part of this required course for first year PhD students. This module familiarizes students with all the basic concepts in machine learning, their implementations, as well as the... View Details

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

26 Mar 2006
Research & Ideas

The Office of Strategy Management

surrounding the success that organizations have in executing strategy is low. Our article, "The Office of Strategy Management," using data from a Bain Consulting study, notes that seven out of eight companies in a global sample... View Details

Keywords: by Martha Lagace

Fast Answer

Sustainability in Waste Management

management. What a Waste 2.0: A Global Snapshot of Solid Waste Management to 2050 This report aggregates solid waste data at the national and urban level and predicts waste generation to 2030 and... View Details

Research Summary

Overview

Associate Professor Yael Grushka-Cockayne's research and teaching activities focus on data science, forecasting, project management, and behavioral decision-making. View Details

Keywords: Data Science; Project Management; Forecasting; Behavior And Behavioral Decision Making

05 Feb 2024
Research & Ideas

The Middle Manager of the Future: More Coaching, Less Commanding

between 2007 and 2021. He also gathered and analyzed 1 million newspaper job postings, 6 million manager resumes and job reviews, and 430,000 Indeed.com job reviews. The data shows: Managerial job postings... View Details

Keywords: by Ben Rand

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

June 1995 (Revised August 1995)
Background Note

Managing IT in the 1990s: Communications Technology

By: Lynda M. Applegate and Geoffrey Bock

Provides an overview of the basic technologies that comprise the communications infrastructure of a firm. Network architecture, wide area networks, local area networks, communication media, network protocols, and basic principles of data transmission over networks are... View Details

Keywords: Management; Information Technology; Communication Technology

2003
Working Paper

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: Organizational Structure; Managerial Roles; Jobs and Positions; United States

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29 Oct 2021
News

Conduct Tech May Fail to Deliver Insights, While Increasing Data Privacy Risk, Ethical Issues

06 Oct 2016
HBS Seminar

John Van Reenen, MIT Sloan School of Management

November 2016 (Revised April 2017)
Case

Basecamp: Pricing

By: Frank Cespedes and Robb Fitzsimmons

A data analyst at Basecamp is evaluating the results of pricing research and its potential implications for the venture’s latest version of its project management software product. View Details

Keywords: Pricing; Entrepreneurial Management; Data Analysis; Marketing; Customer Acquisition; Customer Retention; Value Proposition; Sales Management; Product Management; Market Research; Life Time Value; Testing; Entrepreneurship; Analytics and Data Science; Customers; Value; Sales; Product Marketing; United States

1 Aug 1997
Conference Presentation

What Really Happens in Creative Projects: Event Sampling through Electronic Data Collection

By: T. M. Amabile, D. Whitney, J. Weinstock, L. Miller and C. Fallang

Keywords: Creativity; Projects; Management Analysis, Tools, and Techniques

06 Jul 2017
Working Paper Summaries

Do All Your Detailing Efforts Pay Off? Dynamic Panel Data Methods Revisited

View Details

Keywords: by Doug J. Chung, Byungyeon Kim, and Byoung Park; Pharmaceutical

March 2020
Article

Do Managers Matter? A Natural Experiment from 42 R&D Labs in India

By: Prithwiraj Choudhury, Tarun Khanna and Christos A. Makridis

We exploit plausibly exogenous variation in the staggered entry of new managers into India’s 42 public R&D labs between 1994 and 2006 to study how alignment between the CEO and middle-level managers affect research productivity. We show that the introduction of new lab... View Details

Keywords: Incentives; Innovation; Productivity; Management; Alignment; Research and Development; Innovation and Invention; Performance Productivity; India

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May 1986
Case

Data Administration in Citibank Brazil (D): Implementation of the Central Liabilities Pilot

By: Shoshana Zuboff

Keywords: Banks and Banking; Information Management; Banking Industry; Brazil

Find at Harvard

30 Apr 2024
Book

When Managers Set Unrealistic Expectations, Employees Cut Ethical Corners

organization, says Paine, a Baker Foundation Professor. In fact, the fault often lies with managers who set unrealistic deadlines, production targets, or other objectives that lead decent people to take shortcuts to achieve the goal... View Details

Keywords: by Dina Gerdeman

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