Publications

Find at Harvard

2023
Working Paper

In-Context Unlearning: Language Models as Few Shot Unlearners

By: Martin Pawelczyk, Seth Neel and Himabindu Lakkaraju

Machine unlearning, the study of efficiently removing the impact of specific training points on the trained model, has garnered increased attention of late, driven by the need to comply with privacy regulations like the Right to be Forgotten. Although unlearning is... View Details

Keywords: AI and Machine Learning; Copyright; Information

Web

Stata Temporary Files and Stata Tmp - Research Computing Services

a number of files on the /tmp volume that is local to each compute node. This volume is shared by all jobs on that node, is essential for the health of the node, offers a significant speed advantage over... View Details

Ownership Quotient: Putting the Service Profit Chain to Work for Unbeatable Competitive Advantage

Hundreds of large organizations worldwide have used the groundbreaking Service Profit Chain to improve business... View Details

October 2017 (Revised November 2017)
Case

NYC311

By: Constantine E. Kontokosta, Mitchell Weiss, Christine Snively and Sarah Gulick

Joe Morrisroe, executive director for NYC311, had some gut instincts but no definitive answer to the question he was just asked by one of the mayor’s deputies: “Are some communities being underserved by 311? How do we know we are hearing from the right people?” Founded... View Details

Educators

Research Summary

Building Small Business Utopia: How Artificial Intelligence and Big Data Can Increase Small Business Success

Small business lending has remained unchanged for decades, laden with frictions and barriers that prevent many small businesses from accessing the capital they need to succeed. Financial technology, or “fintech,” promises to change this trajectory. In 2010, new fintech... View Details

Article

Build It, Buy It, or Both? Rethinking the Sourcing of Advertising Services

By: Alvin J. Silk and Marta M. Stiglin

This paper provides an update on the current state of in-house agencies. Whereas traditional consideration of internalizing advertising services was framed as a binary choice of build or buy, today's advertisers frequently pursue hybrid policies of build and buy to... View Details

Keywords: Operations; Advertising; Advertising Industry

Small business lending has remained unchanged for decades, laden with frictions and barriers that prevent many small businesses from accessing the capital they need to succeed. Financial technology, or “fintech,” promises to change this trajectory. In 2010, new fintech... View Details

February 2016 (Revised February 2020)
Teaching Note

Oberoi Hotels: Train Whistle in the Tiger Reserve

By: Ryan W. Buell and Ananth Raman

Celebrated as one of the world's premiere luxury hotel brands, Oberoi Hotels attracts and serves some of the most quality sensitive guests in the world. The case considers the challenge of how an organization with a standardized service model can repeatedly delight... View Details

Keywords: Service Quality; Service Management; Service Quality Competition; Customer Management; Customer Service Excellence; Employee Empowerment; Employee Engagement; Employee Training; Hospitality; Hotel Industry; Service Delivery; Service Operations; Customer Satisfaction; Employees; Training; Quality; Accommodations Industry; India

01 Oct 1996
News

"Service-Profit Chain" Links Members of Service Management Unit

costs of employee turnover? What are the benefits of a loyal customer base? These are questions that intrigue members of the Service Management unit. Judging from the popularity of the View Details

Keywords: Susan Young

March 2013 (Revised October 2013)
Supplement

Growing Integrated Services at Jones Lang LaSalle (2008) (C)

By: Ranjay Gulati and Luciana Silvestri

This case describes the strategic and organizational challenges that Jones Lang LaSalle (JLL) faced between 2005 and 2008. Having dismantled its long-standing service-line-oriented structure, JLL created two interdependent groups: Accounts and Markets. Accounts housed... View Details

Keywords: Organizational Structure; Strategy; Integration; Real Estate Industry; North America; South America; Central America

2021
Working Paper

Multiple Team Membership, Turnover, and On-Time Delivery: Evidence from Construction Services

By: Hise O. Gibson, Bradely R. Staats and Ananth Raman

Firms who want to compete in dynamic markets are finding that they must build more agile operations to ensure success. One way for a firm to increase organizational agility is to allocate employees to multiple project teams, simultaneously—a practice known as multiple... View Details

Keywords: Multiple Team Membership; Turnover; Fluid Teams; Project Management; Groups and Teams; Projects; Management; Performance

12 Oct 2022
Video

Elizabeth M. Adams: Civic Tech as Advocacy Work

July 2023
Article

Marketplace Scalability and Strategic Use of Platform Investment

By: Jin Li, Gary Pisano, Richard Xu and Feng Zhu

The scalability of a marketplace depends on the operations of the marketplace platform as well as its sellers’ capacities. In this study, we explore one strategy that a marketplace platform can use to enhance its scalability: providing an ancillary service to sellers.... View Details

Keywords: Two-sided Platforms; Services; Digital Platforms

Web

Change Your Unix Command Prompt - Research Computing Services

Technical How-To’s & Notes Technical How-To’s & Notes Change Your Unix Command Prompt The Unix command-line shell is a very powerful, highly customizable environment. So it's supposed to help you be more productive, right? But not with... View Details

November 2008
Article

Chartering New Territory: Diversification, Legitimacy and Practice Area Creation in Professional Service Firms

By: Heidi Gardner, N. Anand and Timothy Morris

Diversification into innovative domains through new practice area creation is a critical imperative for professional services firms. Using theories of organizational territoriality and corporate charters, we conceptualize professional firms as federations of distinct... View Details

Keywords: Diversification; Lawfulness; Code Law; Management Practices and Processes; Service Operations; Innovation and Invention; Management Analysis, Tools, and Techniques

Find at Harvard

August 2019
Case

Bark Gift Shop Ltd.

By: Susanna Gallani, Jan Bouwens and Peter Kroos

This case describes a setting in which the CFO of Bark Gift Shop Ltd., a gift items retailer, discovers an undesired pattern in the performance data suggesting that her shop managers that perform well during the first part of the year, purposely reduce their effort in... View Details

Keywords: Data Analytics; Employees; Behavior; Performance; Management; Goals and Objectives; Motivation and Incentives; Analysis

Educators

August 2018 (Revised September 2018)
Supplement

LendingClub (C): Gradient Boosting & Payoff Matrix

By: Srikant M. Datar and Caitlin N. Bowler

This case builds directly on the LendingClub (A) and (B) cases. In this case students follow Emily Figel as she builds an even more sophisticated model using the gradient boosted tree method to predict, with some probability, whether a borrower would repay or default... View Details

Keywords: Data Analytics; Data Science; Investment; Financing and Loans; Analytics and Data Science; Analysis; Forecasting and Prediction

2018
Working Paper

Forecasting Airport Transfer Passenger Flow Using Real-Time Data and Machine Learning

By: Xiaojia Guo, Yael Grushka-Cockayne and Bert De Reyck

Problem definition: In collaboration with Heathrow Airport, we develop a predictive system that generates quantile forecasts of transfer passengers’ connection times. Sampling from the distribution of individual passengers’ connection times, the system also produces... View Details

Keywords: Quantile Forecasts; Regression Tree; Copula; Passenger Flow Management; Data-driven Operations; Forecasting and Prediction; Data and Data Sets

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