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  • All HBS Web  (2,284)
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  • 2023
  • Article

Post Hoc Explanations of Language Models Can Improve Language Models

By: Satyapriya Krishna, Jiaqi Ma, Dylan Slack, Asma Ghandeharioun, Sameer Singh and Himabindu Lakkaraju
Large Language Models (LLMs) have demonstrated remarkable capabilities in performing complex tasks. Moreover, recent research has shown that incorporating human-annotated rationales (e.g., Chain-of-Thought prompting) during in-context learning can significantly enhance... View Details
Keywords: AI and Machine Learning; Performance Effectiveness
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Krishna, Satyapriya, Jiaqi Ma, Dylan Slack, Asma Ghandeharioun, Sameer Singh, and Himabindu Lakkaraju. "Post Hoc Explanations of Language Models Can Improve Language Models." Advances in Neural Information Processing Systems (NeurIPS) (2023).
  • 05 Jul 2006
  • Working Paper Summaries

Improving Corporate Governance with the Balanced Scorecard

Keywords: by Robert S. Kaplan & Michael E. Nagel
  • 1989
  • Chapter

Obstacles to Improving the Defense Acquisition Process

By: J. Ronald Fox
Keywords: National Security; Contracts; Acquisition; Performance Improvement
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Fox, J. Ronald. "Obstacles to Improving the Defense Acquisition Process." Chap. 9 in American Defense Annual. Lexington Books, 1989.
  • Article

Vungle Inc. Improves Monetization Using Big-Data Analytics

By: Bert De Reyck, Ioannis Fragkos, Yael Grushka-Cockayne, Casey Lichtendahl, Hammond Guerin and Andrew Kritzer
The advent of big data has created opportunities for firms to customize their products and services to unprecedented levels of granularity. Using big data to personalize an offering in real time, however, remains a major challenge. In the mobile advertising industry,... View Details
Keywords: Big Data; Monetization; Data and Data Sets; Advertising; Mobile Technology; Customization and Personalization; Performance Improvement
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De Reyck, Bert, Ioannis Fragkos, Yael Grushka-Cockayne, Casey Lichtendahl, Hammond Guerin, and Andrew Kritzer. "Vungle Inc. Improves Monetization Using Big-Data Analytics." Interfaces 47, no. 5 (September–October 2017): 454–466.
  • 2018
  • Article

Prior Ties and the Limits of Peer Effects on Startup Team Performance

By: Sharique Hasan and Rembrand Koning
We conduct a field experiment at an entrepreneurship bootcamp to investigate whether interaction with proximate peers shapes a nascent startup team's performance. We find that teams whose members lack prior ties to others at the bootcamp experience peer effects that... View Details
Keywords: Field Experiment; Peer Effects; Office Space; Knowledge Spillovers; Accelerators; Entrepreneurship; Knowledge Sharing; Performance; Technology Industry; India
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Hasan, Sharique, and Rembrand Koning. "Prior Ties and the Limits of Peer Effects on Startup Team Performance." Strategic Management Journal 40, no. 9 (September 2019): 1394–1416.
  • March 2002
  • Background Note

Virtuous Cycles: Improving Service and Lowering Costs in E-Commerce

Illustrates how various elements in a customer's encounter with Internet services relying on physical service (labor-intensive customer support and/or logistics) affect one another. Presents a framework that suggests: 1) that improving service quality in specific... View Details
Keywords: Internet and the Web; Service Delivery; Performance Efficiency; Performance Effectiveness; Service Industry
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Hallowell, Roger H. "Virtuous Cycles: Improving Service and Lowering Costs in E-Commerce." Harvard Business School Background Note 802-155, March 2002.
  • October 1988 (Revised March 1989)
  • Case

Florida Power Light Quality Improvement (QI) Story Exercise (A)

Florida Power and Light (FPL) has developed a widely acclaimed quality improvement program (QIP). This exercise leads the students through the process that a division of FPL utilized in an attempt to "improve service." Specifically, the process requires students to... View Details
Keywords: Quality; Service Delivery; Performance Improvement; Business Processes; Utilities Industry; Florida
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Hart, Christopher. "Florida Power Light Quality Improvement (QI) Story Exercise (A)." Harvard Business School Case 689-041, October 1988. (Revised March 1989.)
  • April 19, 2018
  • Article

4 Ways to Improve Your Content Marketing

By: Frank V. Cespedes and Russ Heddleston
In the past decade, content marketing has become a widely established practice. Companies have hired writers and chief content officers to run departments as well as create blogs and other materials—in the process, some have assured sales people that content marketing... View Details
Keywords: Marketing; Marketing Communications; Sales; Performance Improvement
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Cespedes, Frank V., and Russ Heddleston. "4 Ways to Improve Your Content Marketing." Harvard Business Review (website) (April 19, 2018).
  • Spring 2020
  • Article

Establishing High Performing Teams: Lessons from Health Care

By: Michael Anne Kyle, Emma-Louise Aveling and Sara J. Singer
Effective teams can be significant drivers of innovations that enable broader quality improvements and efficiency gains across organizations. But despite the wealth of research and managerial expertise describing characteristics of effective teams, people and... View Details
Keywords: Groups and Teams; Performance Effectiveness
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Kyle, Michael Anne, Emma-Louise Aveling, and Sara J. Singer. "Establishing High Performing Teams: Lessons from Health Care." Special Issue on Disruption 2020. MIT Sloan Management Review 61, no. 3 (Spring 2020): 14–18.
  • 08 Dec 2006
  • Working Paper Summaries

When Learning and Performance are at Odds: Confronting the Tension

Keywords: by Sara J. Singer & Amy C. Edmondson
  • 31 Aug 2009
  • Research & Ideas

Why Competition May Not Improve Credit Rating Agencies

contributed to the financial turmoil that followed. This performance has come under tremendous scrutiny by lawmakers and regulators, who are debating ways to reform the ratings industry. One prominent suggestion: increased competition.... View Details
Keywords: by Martha Lagace; Financial Services
  • October 2010
  • Case

The Cleveland Clinic: Improving the Patient Experience (Abridged)

By: Ananth Raman, Anita L. Tucker and Rachel Gordon
Healthcare has traditionally focused on medical outcomes and financial performance. The big question is always, "How much is it going to cost?" What would happen though if healthcare also considered question of "How does the patient feel?" This case looks at the... View Details
Keywords: Customer Satisfaction; Ethics; Health Care and Treatment; Six Sigma; Performance Improvement; Safety; Value Creation
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Raman, Ananth, Anita L. Tucker, and Rachel Gordon. "The Cleveland Clinic: Improving the Patient Experience (Abridged)." Harvard Business School Case 611-015, October 2010.
  • 01 Nov 2021
  • What Do You Think?

How Long Does It Take to Improve an Organization’s Culture?

seem to be an obvious performance improvement effort? "An organization’s culture, among other things, touches every functional department ... and is often perceived as critical to its strategic direction."... View Details
Keywords: by James Heskett
  • June 2025
  • Article

Gender Diversity Performance and Voluntary Disclosure: Mind the (Gender Pay) Gap

By: June Huang and Shirley Lu
We study whether voluntary gender diversity disclosure is predictive of gender diversity performance. Exploiting a mandate in the United Kingdom that requires firms to disclose 2017 gender pay gap ("GPG") data for the first time, we find that providing voluntary gender... View Details
Keywords: Pay Gap; Diversity; Gender; Wages; Reputation; Corporate Disclosure; United Kingdom
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Huang, June, and Shirley Lu. "Gender Diversity Performance and Voluntary Disclosure: Mind the (Gender Pay) Gap." Accounting, Organizations and Society 114 (June 2025).
  • 16 Feb 2016
  • Working Paper Summaries

Diversity and Team Performance in a Kenyan Organization

Keywords: by Benjamin Marx, Vincent Pons, and Tavneet Suri; Public Administration; Public Relations
  • 2008
  • Chapter

When Learning and Performance Are at Odds: Confronting the Tension

By: Sara Jean Singer and A. C. Edmondson
This chapter explores complexities of the relationship between learning and performance. We start with the general proposition that learning promotes performance and then describe several challenges for researchers and managers who wish to study or promote learning in... View Details
Keywords: Learning; Leadership; Organizational Culture; Performance Improvement; Behavior
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Singer, Sara Jean, and A. C. Edmondson. "When Learning and Performance Are at Odds: Confronting the Tension." In Learning and Performance Matter, edited by Prem Kumar and Phil Ramsey. Singapore: World Scientific, 2008.
  • 09 Mar 2016
  • Lessons from the Classroom

In This Classroom, Beer Can Improve Your Grade

dashboard with full pro-forma financials. Press releases are seen instantly by competitors, allowing rivals to react in real time. Perhaps the biggest change is how the game is presented. Last year students were given a performance... View Details
Keywords: by Roberta Holland; Education; Food & Beverage
  • 14 Sep 2012
  • Working Paper Summaries

What Do Managers Do? Exploring Persistent Performance Differences among Seemingly Similar Enterprises

An abstract is unavailable at this time. View Details
Keywords: by Robert Gibbons & Rebecca Henderson
  • May 16, 2019
  • Article

To Improve Food Inspections, Change the Way They're Scheduled

By: Maria Ibanez and Michael W. Toffel
Health inspections are an important tool to increase food safety, but there are still 48 million cases of food-borne illnesses and 128,000 hospitalizations every year in the United States. Our research finds that inspectors reported fewer health code violations as they... View Details
Keywords: Inspection; Scheduling; Food; Safety; Health; Governing Rules, Regulations, and Reforms; Performance Improvement
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Ibanez, Maria, and Michael W. Toffel. "To Improve Food Inspections, Change the Way They're Scheduled." Harvard Business Review (website) (May 16, 2019).
  • 24 Sep 2018
  • Research & Ideas

How Cost Accounting is Improving Healthcare in Rural Haiti

activity-based costing (TDABC), which combines two basic measures: the cost of each resource used to perform an activity, and the time it takes to perform it. The case illustrates how TDABC makes it possible... View Details
Keywords: by Carmen Nobel; Health
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