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  • June 1994 (Revised October 1999)
  • Background Note

Beer Game, The: Board Version

By: Janice H. Hammond
The beer game is an exercise that demonstrates supply channel dynamics. Simulates the flow of material and information in a simplified channel of beer production and distribution, focusing on the linkages among a beer manufacturer, its distributors, a wholesaler, and a... View Details
Keywords: Cost Management; Information; Distribution Channels; Production; Supply Chain Management; Problems and Challenges
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Hammond, Janice H. "Beer Game, The: Board Version." Harvard Business School Background Note 694-104, June 1994. (Revised October 1999.)
  • May 2019 (Revised June 2021)
  • Case

State of Charge: The Massachusetts Energy Storage Initiative

By: John R. Wells and Benjamin Weinstock
In early 2017, Judith Judson (Harvard Business School MBA, 2000), Commissioner of the Massachusetts Department of Energy Resources (DOER), was reflecting on the results of the initiative she had led to identify the contribution advanced electricity storage could make... View Details
Keywords: Energy Storage; Energy Generation; Programs; Policy; Strategy; Energy Industry; Utilities Industry; Massachusetts
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Wells, John R., and Benjamin Weinstock. "State of Charge: The Massachusetts Energy Storage Initiative." Harvard Business School Case 719-448, May 2019. (Revised June 2021.)
  • 2014
  • Article

The Burden of Guilt: Heavy Backpacks, Light Snacks, and Enhanced Morality

By: M. Kouchaki, F. Gino and A. Jami
Drawing on the embodied simulation account of emotional information processing, we argue that the physical experience of weight is associated with the emotional experience of guilt and thus that weight intensifies the experience of guilt. Across four studies, we found... View Details
Keywords: Moral Sensibility; Behavior; Nutrition; Emotions; Weight
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Kouchaki, M., F. Gino, and A. Jami. "The Burden of Guilt: Heavy Backpacks, Light Snacks, and Enhanced Morality." Journal of Experimental Psychology: General 143, no. 1 (February 2014): 414–424.
  • May 2017
  • Article

Agent-based Modeling: A Guide for Social Psychologists

By: Joshua Conrad Jackson, David Rand, Kevin Lewis, Michael I. Norton and Kurt Gray
Agent-based modeling is a longstanding but underused method that allows researchers to simulate artificial worlds for hypothesis testing and theory building. Agent-based models (ABMs) offer unprecedented control and statistical power by allowing researchers to... View Details
Keywords: Social Psychology; Marketing; Mathematical Methods
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Jackson, Joshua Conrad, David Rand, Kevin Lewis, Michael I. Norton, and Kurt Gray. "Agent-based Modeling: A Guide for Social Psychologists." Social Psychological & Personality Science 8, no. 4 (May 2017): 387–395.
  • May 2017
  • Supplement

Boston Children's Hospital Process Map Video

By: Robert S. Kaplan and Mary Witkowski
The 13 minute video simulates a discussion among orthopedic surgeons and cast room technicians about the processes and resources used when applying long leg casts for patients. The video should be used when teaching Boston Children’s Hospital (Abridged) case, #914-407,... View Details
Keywords: Activity Based Costing; Healthcare Costing; Process Maps; Activity Based Costing and Management; Health Care and Treatment
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Kaplan, Robert S., and Mary Witkowski. "Boston Children's Hospital Process Map Video." Harvard Business School Multimedia/Video Supplement 117-703, May 2017.
  • January 2024
  • Article

Population Interference in Panel Experiments

By: Kevin Wu Han, Guillaume Basse and Iavor Bojinov
The phenomenon of population interference, where a treatment assigned to one experimental unit affects another experimental unit’s outcome, has received considerable attention in standard randomized experiments. The complications produced by population interference in... View Details
Keywords: Outcome or Result; Research; Situation or Environment
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Han, Kevin Wu, Guillaume Basse, and Iavor Bojinov. "Population Interference in Panel Experiments." Journal of Econometrics 238, no. 1 (January 2024).
  • August 30, 2022
  • Article

School Choice Increases Racial Segregation Even When Parents Do Not Care About Race

By: Kalinda Ukanwa, Aziza C. Jones and Broderick L. Turner Jr.
This research examines how school choice impacts school segregation. Specifically, this work demonstrates that even if parents do not take the racial demographics of schools into account, preference differences between Black and White parents for other school... View Details
Keywords: Decision Choices and Conditions; Race; Policy; Early Childhood Education; Middle School Education; Secondary Education
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Ukanwa, Kalinda, Aziza C. Jones, and Broderick L. Turner Jr. "School Choice Increases Racial Segregation Even When Parents Do Not Care About Race." Proceedings of the National Academy of Sciences 119, no. 35 (August 30, 2022).
  • April 2018
  • Article

The Power of Voice in Stimulating Morality: Eliciting Taxpayer Preferences Increases Tax Compliance

By: Cait Lamberton, Jan-Emmanuel De Neve and Michael I. Norton
Decisions about paying taxes represent one of the most common moral quandaries faced by citizens. In the present research, we argue that taxpayer compliance can be raised by increasing “voice”: allowing taxpayers to express non-binding preferences about the way their... View Details
Keywords: Morality; Public Policy; Ethics; Moral Sensibility; Taxation; Policy; Attitudes; Governance Compliance
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Lamberton, Cait, Jan-Emmanuel De Neve, and Michael I. Norton. "The Power of Voice in Stimulating Morality: Eliciting Taxpayer Preferences Increases Tax Compliance." Special Issue on Marketplace Morality. Journal of Consumer Psychology 28, no. 2 (April 2018): 310–328.
  • 2016
  • Working Paper

Food Stamp Entrepreneurs

By: Gareth Olds
This paper explores how eligibility for the Supplemental Nutrition Assistance Program (SNAP, formerly known as the Food Stamps Program) affects firm formation. Using a variety of identification strategies, I show that expanded SNAP eligibility in the mid-2000s... View Details
Keywords: Entrepreneurship; Welfare or Wellbeing
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Olds, Gareth. "Food Stamp Entrepreneurs." Harvard Business School Working Paper, No. 16-143, June 2016.
  • 2007
  • Working Paper

New Framework for Measuring and Managing Macrofinancial Risk and Financial Stability

By: Dale F. Gray, Robert C. Merton and Zvi Bodie
This paper proposes a new approach to improve the way central banks can analyze and manage the financial risks of a national economy. It is based on the modern theory and practice of contingent claims analysis (CCA), which is successfully used today at the level of... View Details
Keywords: Financial Crisis; Macroeconomics; Central Banking; Risk Management
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Gray, Dale F., Robert C. Merton, and Zvi Bodie. "New Framework for Measuring and Managing Macrofinancial Risk and Financial Stability." NBER Working Paper Series, No. 13607, November 2007.
  • November 2022
  • Article

Measuring Inequality beyond the Gini Coefficient May Clarify Conflicting Findings

By: Kristin Blesch, Oliver P. Hauser and Jon M. Jachimowicz
Prior research has found mixed results on how economic inequality is related to various outcomes. These contradicting findings may in part stem from a predominant focus on the Gini coefficient, which only narrowly captures inequality. Here, we conceptualize the... View Details
Keywords: Economic Inequalty; Gini Coefficient; Income Inequality; Equality and Inequality; Social Issues; Health; Status and Position
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Blesch, Kristin, Oliver P. Hauser, and Jon M. Jachimowicz. "Measuring Inequality beyond the Gini Coefficient May Clarify Conflicting Findings." Nature Human Behaviour 6, no. 11 (November 2022): 1525–1536.
  • Article

Joy and Rigor in Behavioral Science

By: Hanne K. Collins, Ashley V. Whillans and Leslie K. John
In the past decade, behavioral science has seen the introduction of beneficial reforms to reduce false positive results. Serving as the motivational backdrop for the present research, we wondered whether these reforms might have unintended negative consequences on... View Details
Keywords: Open Science; Pre-registration; Exploration; Confirmation; False Positives; Career Satisfaction; Science; Research; Personal Development and Career; Satisfaction; Diversity
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Collins, Hanne K., Ashley V. Whillans, and Leslie K. John. "Joy and Rigor in Behavioral Science." Organizational Behavior and Human Decision Processes 164 (May 2021): 179–191.
  • Article

Applying Random Coefficient Models to Strategy Research: Identifying and Exploring Firm Heterogeneous Effects

By: Juan Alcácer, Wilbur Chung, Ashton Hawk and Gonçalo Pacheco-de-Almeida
Strategy aims at understanding the differential effects of firms’ actions on performance. However, standard regression models estimate only the average effects of these actions across firms. Our paper discusses how random coefficient models (RCMs) may generate new... View Details
Keywords: Strategy; Research; Competitive Advantage; Competitive Strategy; Performance
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Alcácer, Juan, Wilbur Chung, Ashton Hawk, and Gonçalo Pacheco-de-Almeida. "Applying Random Coefficient Models to Strategy Research: Identifying and Exploring Firm Heterogeneous Effects." Strategy Science 3, no. 3 (September 2018): 481–553.
  • November 2019
  • Article

How Do Sales Efforts Pay Off? Dynamic Panel Data Analysis in the Nerlove-Arrow Framework

By: Doug J. Chung, Byungyeon Kim and Byoung G. Park
This paper evaluates the short- and long-term value of sales representatives’ detailing visits to different types of physicians. By understanding the dynamic effect of sales calls across heterogeneous physicians, we provide guidance on the design of optimal call... View Details
Keywords: Nerlove-Arrow Framework; Stock-of-goodwill; Dynamic Panel Data; Serial Correlation; Instrumental Variables; Sales Effectiveness; Detailing; Analytics and Data Science; Sales; Analysis; Performance Effectiveness; Pharmaceutical Industry
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Chung, Doug J., Byungyeon Kim, and Byoung G. Park. "How Do Sales Efforts Pay Off? Dynamic Panel Data Analysis in the Nerlove-Arrow Framework." Management Science 65, no. 11 (November 2019): 5197–5218.
  • May 2016 (Revised April 2018)
  • Case

Building the Digital Manufacturing Enterprise of the Future at Siemens

By: Willy Shih
This case describes the motivation for and the development of Siemens' digital manufacturing enterprise vision, which became the foundation for its implementation of Industrie 4.0. While the effort started with a purely defensive move by Anton Huber, head of the... View Details
Keywords: Big Data; Internet Of Things; Internet Of Everything; Industrie 4.0; Digital Factory; Digital Enterprise; Digital Manufacturing; Manufacturing; Production Management; Production Planning; Computer Software; Germany; German Manufacturing; Machinery and Machining; Information Technology; Digital Platforms; Technological Innovation; Production; Supply Chain; Applications and Software; Information Infrastructure; Internet and the Web; Analytics and Data Science; Manufacturing Industry; Germany
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Shih, Willy. "Building the Digital Manufacturing Enterprise of the Future at Siemens." Harvard Business School Case 616-060, May 2016. (Revised April 2018.)
  • February 2002 (Revised December 2003)
  • Exercise

Incentives Game, The

By: Jason R. Barro, Brian J. Hall and Jonathan Lim
This exercise provides an opportunity to gain insight about designing, negotiating, and responding to incentives. The setting is investment management. A class is divided into a certain number of investment firms. Each company has one CEO and begins with four portfolio... View Details
Keywords: Motivation and Incentives; Compensation and Benefits; Investment; Management
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Barro, Jason R., Brian J. Hall, and Jonathan Lim. "Incentives Game, The." Harvard Business School Exercise 902-197, February 2002. (Revised December 2003.)
  • 2019
  • Article

Time Series Experiments and Causal Estimands: Exact Randomization Tests and Trading

By: Iavor I Bojinov and Neil Shephard
We define causal estimands for experiments on single time series, extending the potential outcome framework to dealing with temporal data. Our approach allows the estimation of a broad class of these estimands and exact randomization based p-values for testing causal... View Details
Keywords: Causality; Nonparametric; Potential Outcomes; Trading Costs; Mathematical Methods
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Bojinov, Iavor I., and Neil Shephard. "Time Series Experiments and Causal Estimands: Exact Randomization Tests and Trading." Journal of the American Statistical Association 114, no. 528 (2019): 1665–1682.
  • May 2016
  • Article

Cooperation in Multicultural Negotiations: How the Cultures of People with Low and High Power Interact

By: Shirli Kopelman, Ashley E. Hardin, Christopher G. Myers and Leigh Plunkett Tost
This study examined whether the cultures of low- and high-power negotiators interact to influence cooperative behavior of low-power negotiators. Managers from four different cultural groups (Germany, Hong Kong, Israel, and the United States) negotiated face-to-face in... View Details
Keywords: Global Collaboration; Negotiations; Culture; Negotiation Process; Negotiation Participants; Cross-Cultural and Cross-Border Issues; Hong Kong; Germany; Israel; United States
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Kopelman, Shirli, Ashley E. Hardin, Christopher G. Myers, and Leigh Plunkett Tost. "Cooperation in Multicultural Negotiations: How the Cultures of People with Low and High Power Interact." Journal of Applied Psychology 101, no. 5 (May 2016): 721–730.
  • Winter 2021
  • Editorial

Introduction

By: Michael A. Wheeler
This issue of Negotiation Journal is dedicated to the theme of artificial intelligence, technology, and negotiation. It arose from a Program on Negotiation (PON) working conference on that important topic held virtually on May 17–18. The conference was not the... View Details
Keywords: Artificial Intelligence; Information Technology; Negotiation; AI and Machine Learning
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Wheeler, Michael A. "Introduction." Special Issue on Artificial Intelligence, Technology, and Negotiation. Negotiation Journal 37, no. 1 (Winter 2021): 5–12.
  • 2024
  • Working Paper

Open Source Software Policy in Industry Equilibrium

Open source software (OSS) is a form of public knowledge widely provided and relied on by the private sector. To study the effects of growing government involvement in this critical public good, I build a new empirical model where high-tech firms choose software inputs... View Details
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Gortmaker, Jeff. "Open Source Software Policy in Industry Equilibrium." Working Paper, October 2024.
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