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Show Results For
- All HBS Web
(2,270)
- People (4)
- News (265)
- Research (1,686)
- Events (9)
- Multimedia (7)
- Faculty Publications (884)
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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
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).
- 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
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
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.
- 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
Cespedes, Frank V., and Russ Heddleston. "4 Ways to Improve Your Content Marketing." Harvard Business Review (website) (April 19, 2018).
- 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
Hart, Christopher. "Florida Power Light Quality Improvement (QI) Story Exercise (A)." Harvard Business School Case 689-041, October 1988. (Revised March 1989.)
- 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
Hallowell, Roger H. "Virtuous Cycles: Improving Service and Lowering Costs in E-Commerce." Harvard Business School Background Note 802-155, March 2002.
- 08 Dec 2006
- Working Paper Summaries
When Learning and Performance are at Odds: Confronting the Tension
Keywords: by Sara J. Singer & Amy C. Edmondson
- 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
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.
- 16 Feb 2016
- Working Paper Summaries
Diversity and Team Performance in a Kenyan Organization
- 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
- 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
Raman, Ananth, Anita L. Tucker, and Rachel Gordon. "The Cleveland Clinic: Improving the Patient Experience (Abridged)." Harvard Business School Case 611-015, October 2010.
- 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
- 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
- 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
- 2024
- Working Paper
Warnings and Endorsements: Improving Human-AI Collaboration Under Covariate Shift
By: Matthew DosSantos DiSorbo and Kris Ferreira
Problem definition: While artificial intelligence (AI) algorithms may perform well on data that are representative of the training set (inliers), they may err when extrapolating on non-representative data (outliers). These outliers often originate from covariate shift,... View Details
DosSantos DiSorbo, Matthew, and Kris Ferreira. "Warnings and Endorsements: Improving Human-AI Collaboration Under Covariate Shift." Working Paper, February 2024.
- 27 Jun 2016
- Research & Ideas
These Management Practices, Like Certain Technologies, Boost Company Performance
performance Several factors corresponded with higher management scores. Those with the best scores faced a high degree of competition within their industries—possibly due to badly managed firms being weeded out and better managed firms... View Details
Keywords: by Michael Blanding
- 04 Jun 2013
- Working Paper Summaries
Prosocial Bonuses Increase Employee Satisfaction and Team Performance
- 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
- 2015
- Working Paper
Do-gooders and Go-getters: Career Incentives, Selection, and Performance in Public Service Delivery
By: Nava Ashraf, Oriana Bandiera and Scott S. Lee
We study how career incentives affect who selects into public health jobs and, through selection, their performance while in service. We collaborate with the Government of Zambia to experimentally vary the salience of career incentives in a newly created health worker... View Details
Ashraf, Nava, Oriana Bandiera, and Scott S. Lee. "Do-gooders and Go-getters: Career Incentives, Selection, and Performance in Public Service Delivery." Working Paper, March 2015.