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  • All HBS Web  (10,226)
    • People  (22)
    • News  (1,557)
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  • May 1991
  • Background Note

Price Change Accounting and Analysis

By: David F. Hawkins
Keywords: Price; Change; Accounting
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Hawkins, David F. "Price Change Accounting and Analysis." Harvard Business School Background Note 191-192, May 1991.
  • October 1985
  • Background Note

Interim Period Reporting and Analysis

By: David F. Hawkins
Keywords: Financial Reporting
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Hawkins, David F. "Interim Period Reporting and Analysis." Harvard Business School Background Note 186-081, October 1985.
  • December 2022
  • Technical Note

Risks and Opportunities from the Transition to a Low Carbon Economy: A Business Analysis Framework

By: George Serafeim
The transition to a low carbon economy introduces many risks and opportunities for businesses. Risks emerge from regulatory actions, such as carbon taxes and cap and trade systems, technological innovation that develop alternatives for customers making existing... View Details
Keywords: Risk Assessment; Opportunities; Environmental Sustainability; Carbon Footprint; Risk Management; Competitive Dynamics; Business Analysis; Climate Change; Accounting; Finance; Valuation; Business and Shareholder Relations; Technological Innovation; Transition; Product Positioning; Renewable Energy; Analysis
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Serafeim, George. "Risks and Opportunities from the Transition to a Low Carbon Economy: A Business Analysis Framework." Harvard Business School Technical Note 123-014, December 2022.
  • 1972
  • Chapter

Sociotechnical and Cognitive Models

By: Stephen Allen and John J. Gabarro
Keywords: Cognition and Thinking; Mathematical Methods; Society; Technology
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Allen, Stephen, and John J. Gabarro. "Sociotechnical and Cognitive Models." In Organization Planning, edited by Jay W. Lorsch and Paul R. Lawrence. Homewood, IL: Richard D. Irwin, 1972.
  • 2022
  • Working Paper

TalkToModel: Explaining Machine Learning Models with Interactive Natural Language Conversations

By: Dylan Slack, Satyapriya Krishna, Himabindu Lakkaraju and Sameer Singh
Practitioners increasingly use machine learning (ML) models, yet they have become more complex and harder to understand. To address this issue, researchers have proposed techniques to explain model predictions. However, practitioners struggle to use explainability... View Details
Keywords: Natural Language Conversations; Predictive Models; AI and Machine Learning
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Slack, Dylan, Satyapriya Krishna, Himabindu Lakkaraju, and Sameer Singh. "TalkToModel: Explaining Machine Learning Models with Interactive Natural Language Conversations." Working Paper, 2022.
  • April 2021
  • Article

A Model of Multi-Pass Search: Price Search Across Stores and Time

By: Navid Mojir and K. Sudhir
In retail settings with price promotions, consumers often search across stores and time. However, the search literature typically only models one pass search across stores, ignoring revisits to stores; the choice literature using scanner data has modeled search across... View Details
Keywords: Consumer Search; Multi-pass Search; Price Search; Store Search; Spatial Search; Temporal Search; Spatiotemporal Search; Dynamic Structural Models; MPEC; Price Promotions; Store Loyalty; Consumer Behavior; Price; Spending; Marketing; Mathematical Methods
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Mojir, Navid, and K. Sudhir. "A Model of Multi-Pass Search: Price Search Across Stores and Time." Management Science 67, no. 4 (April 2021): 2126–2150.
  • September 2000
  • Background Note

Financial Statement and Ratio Analysis

By: Paul M. Healy and Jacob Cohen
Prepares students for financial ratio analysis. View Details
Keywords: Business Education; Financial Statements; Theory
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Healy, Paul M., and Jacob Cohen. "Financial Statement and Ratio Analysis." Harvard Business School Background Note 101-029, September 2000.
  • 2013
  • Book

Business Analysis and Valuation: Using Financial Statements, Text and Cases

By: Krishna G. Palepu and Paul M. Healy
This book provides a framework for business analysis and has been used by business schools throughout the world. It provides a foundation for analysis using four key steps: 1) Strategy analysis: Identifying a firm's strategy and understanding sources of its competitive... View Details
Keywords: Governance; Debt Securities; Valuation; Performance Evaluation; Financial Statements; Credit; Business Ventures; Strategy; Financial Condition; Mergers and Acquisitions; Forecasting and Prediction
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Palepu, Krishna G., and Paul M. Healy. Business Analysis and Valuation: Using Financial Statements, Text and Cases. 5th ed. Cengage Learning, 2013.
  • 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
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Liu, Junling, Peilin Zhou, Yining Hua, Dading Chong, Zhongyu Tian, Andrew Liu, Helin Wang, Chenyu You, Zhenhua Guo, Lei Zhu, and Michael Lingzhi Li. "Benchmarking Large Language Models on CMExam—A Comprehensive Chinese Medical Exam Dataset." Conference on Neural Information Processing Systems (NeurIPS), Datasets and Benchmarks Track 36 (2023).
  • 2017
  • Working Paper

Knowledge Flows within Multinationals—Estimating Relative Influence of Headquarters and Host Context Using a Gravity Model

By: Prithwiraj Choudhury, Mike Horia Teodorescu and Tarun Khanna
From the perspective of a multinational subsidiary, we employ the classic gravity equation in economics to model and compare knowledge flows to the subsidiary from the MNC headquarters and from the host country context. We also generalize traditional economics gravity... View Details
Keywords: Multinationals; Knowledge Flows; Cosine Similarity; Gravity Model; Multinational Firms and Management; Knowledge Dissemination; Business Headquarters; Immigration
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Choudhury, Prithwiraj, Mike Horia Teodorescu, and Tarun Khanna. "Knowledge Flows within Multinationals—Estimating Relative Influence of Headquarters and Host Context Using a Gravity Model." Working Paper, July 2017.
  • Article

Corporate Stakeholder Management Analysis Tools: A Review

By: Shashank Shah and A. Sudir Bhaskar
Keywords: Stakeholder Management; Stakeholder Engagement; Analysis; Tools; India
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Shah, Shashank, and A. Sudir Bhaskar. "Corporate Stakeholder Management Analysis Tools: A Review." ICFAI Journal of Business Strategy 4, no. 4 (December 2007): 7–21.
  • Video

Context Analysis Assignment

  • June 1998 (Revised March 2017)
  • Teaching Note

Chemalite, Inc. (B): Cash Flow Analysis

By: Robert Simons and Antonio Davila
Teaching Note for (9-195-130). View Details
Keywords: Execution; Management Control Systems; Cash Flow Analysis; Profit Planning; Strategy
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Simons, Robert, and Antonio Davila. "Chemalite, Inc. (B): Cash Flow Analysis." Harvard Business School Teaching Note 198-120, June 1998. (Revised March 2017.)
  • 01 Dec 1985
  • Keynote Speech

Model Management Systems: Proposed Model Representations and Future Designs

By: L. M. Applegate, G. Klein, B. R. Konsynski and J. F. Nunamaker
Keywords: Management Systems
Citation
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Applegate, L. M., G. Klein, B. R. Konsynski, and J. F. Nunamaker. "Model Management Systems: Proposed Model Representations and Future Designs." International Conference on Information Systems, December 01, 1985.
  • Fast Answer

Pharmaceuticals: Company Data and Analysis

Where can I find pharmaceutical company financials and analysis? We suggest you begin with: Capital IQ - Data on public and private companies, investment firms, capital transactions, View Details
  • October 1985
  • Background Note

Pension Cost Accounting and Analysis

By: David F. Hawkins
Keywords: Cost Accounting
Citation
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Hawkins, David F. "Pension Cost Accounting and Analysis." Harvard Business School Background Note 186-080, October 1985.
  • July 2020 (Revised September 2020)
  • Case

Cash Flow Statements and Analysis

By: Paul Healy
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Healy, Paul. "Cash Flow Statements and Analysis." Harvard Business School Case 121-019, July 2020. (Revised September 2020.)
  • January 2011 (Revised July 2011)
  • Background Note

Shareholders' Equity: Accounting and Analysis

By: David F. Hawkins
Technical note covering various aspects of accounting for stockholders' equity. View Details
Keywords: Accounting; Equity; Stocks
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Hawkins, David F. "Shareholders' Equity: Accounting and Analysis." Harvard Business School Background Note 111-055, January 2011. (Revised July 2011.)
  • May 1985
  • Background Note

Recognition and Analysis of Income

By: David F. Hawkins
Keywords: Theory
Citation
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Hawkins, David F. "Recognition and Analysis of Income." Harvard Business School Background Note 185-119, May 1985.
  • October 2016 (Revised March 2022)
  • Background Note

Cost Variance Analysis

By: Robert S. Kaplan and Susanna Gallani
This note was written to provide students with fundamental concepts and methods for the analysis of cost variances. It focuses on the decomposition of cost variances into price, quantity, and mix variance components, an approach that allows students to identify the... View Details
Keywords: Cost Accounting
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Kaplan, Robert S., and Susanna Gallani. "Cost Variance Analysis." Harvard Business School Background Note 117-006, October 2016. (Revised March 2022.)
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