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    • Faculty Publications  (203)

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    • All HBS Web  (830)
      • Faculty Publications  (203)

      InterpretabilityRemove Interpretability →

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      • 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
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      Kaplan, Robert S., and Amy P. Hutton. "Peoria Engine Plant (A): (Abridged)." Harvard Business School Case 197-099, April 1997.
      • August 1996
      • Article

      Egocentric Interpretations of Fairness in Asymmetric, Environmental Social Dilemmas: Explaining Harvesting Behavior and the Role of Communication

      By: K. A. Wade-Benzoni, A. E. Tenbrunsel and M. H. Bazerman
      Keywords: Behavior; Communication
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      Wade-Benzoni, K. A., A. E. Tenbrunsel, and M. H. Bazerman. "Egocentric Interpretations of Fairness in Asymmetric, Environmental Social Dilemmas: Explaining Harvesting Behavior and the Role of Communication." Organizational Behavior and Human Decision Processes 67, no. 2 (August 1996): 111–126.
      • 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
      Citation
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      Kaplan, Robert S., and Amy P. Hutton. "Peoria Engine Plant (A)." Harvard Business School Case 193-082, December 1992. (Revised March 1997.)
      • Article

      Enfranchisement of Service Workers

      By: Leonard A. Schlesinger and James Heskett
      Enfranchisement is achieved through an integration of empowerment with methods of pay for performance. Evidence from Ito Yokado Group in Japan and Nordstrom in the US demonstrates the positive effects of enfranchisement. Successful efforts to enfranchise employees: 1.... View Details
      Keywords: Motivation and Incentives; Franchise Ownership; Employees; Compensation and Benefits; Service Industry; Japan; United States
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      Schlesinger, Leonard A., and James Heskett. "Enfranchisement of Service Workers." California Management Review 33, no. 4 (Summer 1991).
      • November 1989 (Revised March 1992)
      • Background Note

      Concept Testing

      By: Robert J. Dolan
      Describes concept testing products. Presents guidelines for effective design, execution, and interpretation of test procedures. Discusses limitations of these techniques and sets out the situations for which they are appropriate. View Details
      Keywords: Marketing; Mathematical Methods; Forecasting and Prediction
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      Dolan, Robert J. "Concept Testing." Harvard Business School Background Note 590-063, November 1989. (Revised March 1992.)
      • fall 1989
      • Article

      How Do Investors Interpret Firms' Financial Decisions

      By: Paul M. Healy and Krishna G. Palepu
      Keywords: Finance; Decision Making; Investment
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      Healy, Paul M., and Krishna G. Palepu. "How Do Investors Interpret Firms' Financial Decisions." Continental Bank Journal of Applied Corporate Finance 2, no. 3 (fall 1989).
      • May/June 1989
      • Article

      Supping with the Devil: Another Interpretation

      By: L. T. Wells Jr.
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      Wells, L. T., Jr. "Supping with the Devil: Another Interpretation." Liberal Education 75 (May/June 1989): 25–27.
      • 1984
      • Book

      The Results and Interpretation of Three Field Trials of Lysine Fortification of Cereals

      By: James E. Austin, Jean Pierre Habicht, Max Milner, Vernon Young and Linda D. Myers
      Keywords: Food; Nutrition
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      Austin, James E., Jean Pierre Habicht, Max Milner, Vernon Young, and Linda D. Myers. The Results and Interpretation of Three Field Trials of Lysine Fortification of Cereals. Washington, D.C.: National Academy Press, 1984.
      • 1977
      • Chapter

      Cost Benefit Analysis of Surgery: Some Additional Caveats and Interpretation

      By: Jerry R. Green
      Keywords: Cost vs Benefits; Health Care and Treatment; Health Industry
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      Green, Jerry R. "Cost Benefit Analysis of Surgery: Some Additional Caveats and Interpretation." In Costs, Risks and Benefits of Surgery, edited by J. Bunker, B. Barnes, and F. Mosteller. New York: Oxford University Press, 1977.
      • Research Summary

      Consumer Decision Making and Behavioral Research

      By: John T. Gourville

      John Gourville’s research focuses on consumer behavior, especially in the areas of pricing and consumer decision making. In the area of pricing, for instance, he has looked at the role of time on how consumers interpret and react to product costs and prices.... View Details

      • Research Summary

      Corporate Reputation

      By: Stephen A. Greyser
      Stephen A. Greyser is undertaking an empirical analysis of corporate reputation based on interviews conducted by Opinion Research Corporation with more than four thousand executives in nineteen countries. His study is examining public awareness of, familiarity with,... View Details
      • Research Summary

      Design Driven Innovation

      By: Roberto Verganti

      Firms, managers and scholars have often balanced between two approaches to innovation: user centered (where incremental innovation is pulled by the market) and technology push (where innovation comes from breakthrough development in technologies). However there is a... View Details

      • Teaching Interest

      Interpretability and Explainability in Machine Learning

      By: Himabindu Lakkaraju

      As machine learning models are increasingly being employed to aid decision makers in high-stakes settings such as healthcare and criminal justice, it is important to ensure that the decision makers correctly understand and consequent trust the functionality of these... View Details

      • 14 Aug 2017
      • Conference Presentation

      Interpretable and Explorable Approximations of Black Box Models

      By: Himabindu Lakkaraju, Ece Kamar, Rich Caruana and Jure Leskovec
      Citation
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      Lakkaraju, Himabindu, Ece Kamar, Rich Caruana, and Jure Leskovec. "Interpretable and Explorable Approximations of Black Box Models." Paper presented at the 4th Workshop on Fairness, Accountability, and Transparency in Machine Learning, Special Interest Group on Knowledge Discovery and Data Mining (SIGKDD), Halifax, NS, Canada, August 14, 2017.
      • Research Summary

      Making Machine Learning Models Interpretable

      By: Himabindu Lakkaraju
      I work on developing various tools and methodologies which can help decision makers (e.g., doctors, managers) to better understand the predictions of machine learning models. View Details
      • Research Summary

      Managing the Advantages and Tradeoffs of Collaborative Structures

      By: Ethan S. Bernstein

      To solve complex problems, organizations must both collect facts and use them to solve problems. In one study, my coauthors and I show that increased connectivity—measured as network... View Details

      Keywords: Networks; Human Behavior; Performance; Virtual Work; Hybrid Work; Office Space; Workplace Design; Communication; Social and Collaborative Networks; Behavior; Organizational Design; Organizational Structure; Leadership; Management
      • Forthcoming
      • Article

      On the Economic Origins of Concerns Over Women’s Chastity

      By: Anke Becker
      This paper studies the origins and function of customs and norms that intend to keep women from being promiscuous. Using large-scale survey data from more than 100 countries, I test the anthropological theory that a particular form of preindustrial... View Details
      Keywords: Infibulation; Female Sexuality; Paternity Uncertainty; Concern About Women's Chastity; Pastoralism; Economic Anthropology; History; Gender; Social Issues; Culture
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      Becker, Anke. "On the Economic Origins of Concerns Over Women’s Chastity." Review of Economic Studies (forthcoming). (Pre-published online August 26, 2024.)
      • Research Summary

      Overview

      By: Himabindu Lakkaraju
      I develop machine learning tools and techniques which enable human decision makers to make better decisions. More specifically, my research addresses the following fundamental questions pertaining to human and algorithmic decision-making:

      1. How to build... View Details
      Keywords: Artificial Intelligence; Machine Learning; Decision Analysis; Decision Support
      • Research Summary

      Overview

      By: Joshua Lev Krieger
      In examining the competitive dynamics of R&D strategy, Josh has become particularly interested in how the introduction of new knowledge generated by rivals impacts the direction of R&D efforts. Understanding how new information alters project portfolio decisions is... View Details
      • Research Summary

      Research Thrust

      By: Rakesh Khurana
      I am trained in organizational sociology and my main areas of interest lie in macro-organizational theory and the dynamics of executive labor markets. To date, my research has focused on two themes. The first revolves around understanding the forces that govern the... View Details
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