Publications

October 2004 (Revised January 2006)
Tutorial

Introduction to Responsibility Accounting Systems

By: David F. Hawkins, V.G. Narayanan, Jacob Cohen and Michele Jurgens

Responsibility accounting systems generate financial and related nonfinancial information about the actual and planned activities of a company's responsibility centers--organizational units headed by managers responsible for a unit's performance. The principal... View Details

Keywords: Business or Company Management; Cost Accounting; Governance Controls; Financial Reporting; Performance Evaluation; Budgets and Budgeting; Planning

2023
Article

Benchmarking Large Language Models on CMExam—A Comprehensive Chinese Medical Exam Dataset

By: Junling Liu, Peilin Zhou, Yining Hua, Dading Chong, Zhongyu Tian, Andrew Liu, Helin Wang, Chenyu You, Zhenhua Guo, Lei Zhu and Michael Lingzhi Li

Recent advancements in large language models (LLMs) have transformed the field of question answering (QA). However, evaluating LLMs in the medical field is challenging due to the lack of standardized and comprehensive datasets. To address this gap, we introduce CMExam,... View Details

Keywords: Large Language Model; AI and Machine Learning; Analytics and Data Science; Health Industry

October 2021
Article

Directors' Perceptions of Board Effectiveness and Internal Operations

By: J. Yo-Jud Cheng, Boris Groysberg, Paul M. Healy and Rajesh Vijayaraghavan

We contribute to the growing literature on the effectiveness of corporate boards by examining the effect of two insights that have been largely unexplored in prior studies that use public data. First, since boards’ responsibilities are wide-ranging, more holistic... View Details

Keywords: Boards Of Directors; Corporate Governance; Governing and Advisory Boards; Performance Effectiveness; Perception

14 Nov 2013
News

Ranked and yanked

August 2015 (Revised February 2017)
Background Note

The Whys and Hows of Feedback

By: Boris Groysberg and Robin Abrahams

Performance feedback is crucial to a career in the information-rich global economy. However, feedback is psychologically stressful to both give, and hear. This teaching note explains why feedback is both valuable and difficult, and goes on to summarize research on... View Details

Keywords: Feedback; Performance Evaluation; Organizational Culture

November 1999
Case

Lucent Technologies: Optical Networking Group

By: Marco Iansiti and Barbara Feinberg

Set in June 1999, this case describes the development of a new platform product, the Wavestar OLS 400G, that responded both to a demand for greater "bandwidth" and aggressive competitors seeking to supply it. The 400G's development process took only 14 months and... View Details

Keywords: Customers; Operations; Product Development; Performance Improvement; Information Technology; Information Infrastructure

04 Apr 2016
HBS Seminar

Shelley Correll, Stanford University

Research Summary

By: Srikant M. Datar

Datar's research interests are in the cost management and management control areas. He has published his research on activity-based management, quality, productivity, time-based competition, new product development, bottleneck management, incentives and ... View Details

January 2019
Article

Making Moves Matter: Experimental Evidence on Incentivizing Bureaucrats Through Performance-Based Postings

By: Adnan Q. Khan, Asim Ijaz Khwaja and Benjamin A. Olken

Bureaucracies often post staff to better or worse locations, ostensibly to provide incentives. Yet we know little about whether this works, with heterogeneity in preferences over postings impacting effectiveness. We propose a performance-ranked serial dictatorship... View Details

Keywords: Serial Dictatorship Mechanism; Employment; Geographic Location; Motivation and Incentives; Performance

April 2018
Article

Consumers Avoid Buying from Firms with Higher CEO-to-Worker Pay Ratios

By: Bhavya Mohan, Tobias Schlager, Rohit Deshpandé and Michael I. Norton

We document a novel driver of consumer behavior: pay ratio disclosure. Swiss corporation performance data gathered during a legally mandated pay ratio referendum reveals that salient high pay ratios are associated with decreased firm sales (Pilot Study). An... View Details

Keywords: Pay Ratio; Wage Fairness; Purchase Intention; Customers; Wages; Fairness; Consumer Behavior

06 Mar 2025
HBS Seminar

Vivek Farias, MIT Sloan

October 2016 (Revised October 2017)
Case

Misaki Capital and Sangetsu Corporation

By: Ian Gow, Charles C.Y. Wang, Naoko Jinjo and Nobuo Sato

Japan’s corporate culture has traditionally prioritized the interests of stakeholders such as customers, employees, and suppliers over those of shareholders. After a decades-long economic slump, Japan’s government has revitalized efforts to improve corporate governance... View Details

Keywords: Activist Investing; Constructivist Investing; Japan; Valuation; Stock Screens; Return On Equity; Investment; Business and Stakeholder Relations; Corporate Governance; Financial Strategy; Business and Shareholder Relations; Japan

11 Feb 2019
HBS Seminar

Peter Belmi, University of Virginia Darden School of Business

Article

The Disintermediation of Financial Markets: Direct Investing in Private Equity

By: Lily Fang, Victoria Ivashina and Josh Lerner

We examine twenty years of direct private equity investments by seven large institutions. These direct investments perform better than public market indices, especially buyout investments and those made in the 1990s. Outperformance by the direct investments, however,... View Details

Keywords: Financial Intermediation; Direct Investment; Co-investment; Private Equity; Entrepreneurship; Financial Markets

February 2003 (Revised March 2007)
Case

Internet Customer Acquisition Strategy at Bankinter

By: Francisco de Asis Martinez-Jerez, V.G. Narayanan and Lisa Brem

Bankinter, a relatively small Spanish bank, has a large presence as an Internet financial services provider. Leading the way to profitability through the Internet will give Bankinter a major competitive advantage over the larger, more established Spanish banks. Ann... View Details

Keywords: Customer Relationship Management; Internet and the Web; Activity Based Costing and Management; Customer Value and Value Chain; Banks and Banking; Banking Industry; Spain

September 2022
Article

Experimentation and Start-up Performance: Evidence from A/B Testing

By: Rembrand Koning, Sharique Hasan and Aaron Chatterji

Recent scholarship has argued that experimentation should be the organizing principle for entrepreneurial strategy. Experimentation leads to organizational learning, which drives improvements in firm performance. We investigate this proposition by exploiting the... View Details

Keywords: Experimentation; A/B Testing; Data-driven Decision-making; Organizational Learning; Entrepreneurship; Strategy; Business Startups; Learning; Performance; Decision Making

28 Jul 2008
Research & Ideas

Making the Decision to Franchise (or not)

customer-facing operating environment affects organizational design choices such as control systems, incentives, performance measurement, and ownership structures," explains Campbell. "Even firms that have very standardized business... View Details

Keywords: by Julia Hanna; Retail

September 2016 (Revised October 2018)
Case

Springfield Hospital

By: Susanna Gallani and Robert Kaplan

One of the key roles of costing systems is to support the evaluation of performance and facilitate appropriate resource allocations. Through participation in a comparative cost study, management at Springfield Hospital, known for its heavy focus on operational... View Details

Keywords: Time-Driven Activity-Based Costing; Variance Analysis; Activity Based Costing and Management; Health Care and Treatment; Health Industry