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Show Results For
- All HBS Web
(10,208)
- People (14)
- News (2,529)
- Research (6,402)
- Events (51)
- Multimedia (23)
- Faculty Publications (4,599)
- January 2025
- Technical Note
AI vs Human: Analyzing Acceptable Error Rates Using the Confusion Matrix
By: Tsedal Neeley and Tim Englehart
This technical note introduces the confusion matrix as a foundational tool in artificial intelligence (AI) and large language models (LLMs) for assessing the performance of classification models, focusing on their reliability for decision-making. A confusion matrix... View Details
Keywords: Reliability; Confusion Matrix; AI and Machine Learning; Decision Making; Measurement and Metrics; Performance
Neeley, Tsedal, and Tim Englehart. "AI vs Human: Analyzing Acceptable Error Rates Using the Confusion Matrix." Harvard Business School Technical Note 425-049, January 2025.
- Research Summary
Mark Bradshaw examines how sell-side financial analysts incorporate accounting information in their earnings forecasts, common stock valuations, and investment recommendations. In addition, he analyzes management reporting of modified GAAP earnings figures to... View Details
Howard H. Stevenson
Howard H. Stevenson is Sarofim-Rock Baker Foundation Professor emeritus, former Senior Associate Dean, Director of Publishing, and Chair of the Harvard Business Publishing Company board. The Sarofim-Rock Chair was established in 1982 to provide a continuing base for... View Details
Keywords: broadcasting; communications; computer; construction; financial services; forest products; health care; high technology; industrial goods; insurance industry; investment banking industry; manufacturing; paper; professional services; real estate; service industry; software; venture capital industry
- Winter 2017
- Article
Why Big Data Isn't Enough
By: Sen Chai and Willy C. Shih
There is a growing belief that sophisticated algorithms can explore huge databases and find relationships independent of any preconceived hypotheses. But in businesses that involve scientific research and technological innovation, this approach is misguided and... View Details
Keywords: Big Data; Science-based; Science; Scientific Research; Data Analytics; Data Science; Data-driven Management; Data Scientists; Technological Innovation; Analytics and Data Science; Mathematical Methods; Theory
Chai, Sen, and Willy C. Shih. "Why Big Data Isn't Enough." Art. 58227. MIT Sloan Management Review 58, no. 2 (Winter 2017): 57–61.
- 2008
- Chapter
Life-Cycle Funds
By: Luis M. Viceira
The U.S. retirement system has experienced a substantial transformation in recent years. It has evolved from a system in which employees relied mainly on Social Security and professionally managed defined benefit (DB) pension plans sponsored by their employers to... View Details
Viceira, Luis M. "Life-Cycle Funds." Chap. 5 in Overcoming the Saving Slump: How to Increase the Effectiveness of Financial Education and Saving Programs, edited by Annamaria Lusardi. University of Chicago Press, 2008.
- October 1991 (Revised September 1998)
- Case
Maxwell Appliance Controls
By: Robert S. Kaplan
A profitable manufacturing division of a large company is looking for new ways to identify sources of productivity improvements. Led by its senior finance officer, an activity-based cost system is developed to identify activities performed for its highly varied product... View Details
Keywords: Activity Based Costing and Management; Management Teams; Quality; Performance Improvement; Organizational Culture; Problems and Challenges; Production; Manufacturing Industry
Kaplan, Robert S. "Maxwell Appliance Controls." Harvard Business School Case 192-058, October 1991. (Revised September 1998.)
- December 1992 (Revised March 1997)
- Case
Peoria Engine Plant (A)
By: Robert S. Kaplan and Amy P. Hutton
Describes the cost control system used at an automobile engine plant for labor and overhead costs. The finance staff prepares daily, weekly, and monthly variance reports against budgets. Department supervisors, finance staff, and the plant manager discuss the use and... View Details
Keywords: Cost Management; Cost Accounting; Budgets and Budgeting; Earnings Management; Reports; Financial Reporting; Management Analysis, Tools, and Techniques; Performance Improvement; Performance Productivity; Factories, Labs, and Plants; Auto Industry
Kaplan, Robert S., and Amy P. Hutton. "Peoria Engine Plant (A)." Harvard Business School Case 193-082, December 1992. (Revised March 1997.)
- 2019
- White Paper
Impact-Weighted Financial Accounts: The Missing Piece for an Impact Economy
By: George Serafeim, T. Robert Zochowski and Jennifer Downing
Reimagining capitalism is an imperative. We need to create a more inclusive and sustainable form of capitalism that works for every person and the planet. Massive environmental damage, growing income and wealth disparity, stress, and depression within developed... View Details
Keywords: Impact-Weighted Accounts; IWAI; Background; Economic Systems; Economy; Corporate Social Responsibility and Impact; Measurement and Metrics; Financial Statements
Serafeim, George, T. Robert Zochowski, and Jennifer Downing. "Impact-Weighted Financial Accounts: The Missing Piece for an Impact Economy." White Paper, Harvard Business School, Boston, MA, September 2019.
- 1979
- Article
Approximating the Efficiency Gain of Tax Reforms
By: Jerry R. Green and Eytan Sheshinski
Proper analysis of tax reform requires evaluation of the welfare effects induced by a change from one tax system to another. We present two methods for estimating these changes using only local information pertaining to an initial equilibrium with distortive taxes. It... View Details
Green, Jerry R., and Eytan Sheshinski. "Approximating the Efficiency Gain of Tax Reforms." Journal of Public Economics 11, no. 2 (1979): 179–195.
- May 2016
- Article
When Performance Trumps Gender Bias: Joint Versus Separate Evaluation
By: Iris Bohnet, Alexandra van Geen and Max Bazerman
We examine a new intervention to overcome gender biases in hiring, promotion, and job assignments: an "evaluation nudge," in which people are evaluated jointly rather than separately regarding their future performance. Evaluators are more likely to focus on individual... View Details
Keywords: Prejudice and Bias; Selection and Staffing; Decision Choices and Conditions; Performance; Gender
Bohnet, Iris, Alexandra van Geen, and Max Bazerman. "When Performance Trumps Gender Bias: Joint Versus Separate Evaluation." Management Science 62, no. 5 (May 2016): 1225–1234.
- March 2014 (Revised March 2015)
- Case
Samsung Electronics: TV in an Era of Convergence
By: Karim R. Lakhani, Marco Iansiti and Kerry Herman
From the late 1990s to 2006/2007, Samsung Electronics moved from one of 170 TV manufacturers to gain dominant TV market share year over year from 2007-2013. As digital technologies increasingly converged in 2013-2014, the industry faced new questions: What was the... View Details
Keywords: Digital Innovation; Technology; Technology Management; Digital Convergence; Digital Technology; Innovation; Korea; Samsung; Television; Technological Innovation; Information Technology; Innovation and Invention; Innovation Leadership; Innovation and Management; Product Development; Product Design; Electronics Industry; Korean Peninsula; Asia
Lakhani, Karim R., Marco Iansiti, and Kerry Herman. "Samsung Electronics: TV in an Era of Convergence." Harvard Business School Case 614-034, March 2014. (Revised March 2015.)
- September 1991 (Revised December 1993)
- Case
Tombow Pencil Co. Ltd.
Tombow Pencil Co. Ltd., one of Japan's two premier pencil manufacturers, has been using a subcontractor network in order to respond to changing market conditions. The system currently faces a new challenge as Tombow moves to address a volatile business market for... View Details
Mishina, Kazuhiro. "Tombow Pencil Co. Ltd." Harvard Business School Case 692-011, September 1991. (Revised December 1993.)
- June 2003
- Case
Rise and Fall (?) of Palm Computing in Handheld Operating Systems,The
Describes the evolution of the handheld operating system market. Describes the rise to dominance of Palm's operating system and the significant challenge to that dominance posed by Microsoft's Windows CE. View Details
Keywords: Competition; Information Infrastructure; Applications and Software; Network Effects; Information Technology Industry; Information Technology Industry
Corts, Kenneth S., and Deborah Freier. "Rise and Fall (?) of Palm Computing in Handheld Operating Systems,The." Harvard Business School Case 703-519, June 2003.
- 23 Jun 2023
- HBS Case
This Company Lets Employees Take Charge—Even with Life and Death Decisions
care teams after experiencing firsthand as a nurse, and then a decade as a senior leader of two large health care organizations, how the health care system managed quality and productivity in ways that... View Details
- Research Summary
The Evolving Role of the CIO
The Internet 'bubble' magnified the ups and downs of IT managers' fortunes into a roller coaster ride. Post-crash, the role of senior IT management is uncertain in many companies, and in need of redefinition. This project aims to define a role for CIOs and IT managers... View Details
- 23 Sep 2009
- Working Paper Summaries
Operational Failures and Problem Solving: An Empirical Study of Incident Reporting
- April 2011 (Revised January 2019)
- Case
Talismark
By: Richard S. Ruback and Royce Yudkoff
Talismark, which helped its customers manage their waste, was considering re-engineering its business fundamentals to dramatically increase profitability by changing its sales and information processes. Implementing the changes would be expensive and would interrupt... View Details
Keywords: Restructuring; Business Processes; Information Management; Sales; Organizational Change and Adaptation; Wastes and Waste Processing
Ruback, Richard S., and Royce Yudkoff. "Talismark." Harvard Business School Case 211-097, April 2011. (Revised January 2019.)
- 02 Apr 2024
- Research & Ideas
Employees Out Sick? Inside One Company's Creative Approach to Staying Productive
absences every day and were managing to keep production running, so the CEO called in Tamayo and his colleagues to understand how. “They realized, if you help me today, then I’ll help you tomorrow.” To gauge how View Details
- April 1997
- Case
Peoria Engine Plant (A): (Abridged)
By: Robert S. Kaplan and Amy P. Hutton
Describes the cost control system used at an automobile engine plant for labor and overhead costs. The finance staff prepares daily, weekly, and monthly variance reports against budgets. Department supervisors, finance staff, and the plant manager discuss the use and... View Details
Keywords: Motivation and Incentives; Cost Management; Financial Reporting; Performance Improvement; Budgets and Budgeting; Auto Industry
Kaplan, Robert S., and Amy P. Hutton. "Peoria Engine Plant (A): (Abridged)." Harvard Business School Case 197-099, April 1997.
- September 2014
- Supplement
HGRM (B): Launching Hoxell, a New IT Venture
By: Lynda M. Applegate, Gabriele Piccoli and Arnold Peinado
Keywords: Entrepreneurial Management; Strategy; Growth Strategy And Execution; Business Models; Disruptive Technologies; Customer Relations; International Business; Entrepreneurship; Management Systems; Operations; Competitive Strategy
Applegate, Lynda M., Gabriele Piccoli, and Arnold Peinado. "HGRM (B): Launching Hoxell, a New IT Venture." Harvard Business School Supplement 815-057, September 2014.