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Skip to content The HBS Digital Initiative brings together perspectives across disciplines to help people understand how technology is transforming...
Skip to content The HBS Digital Initiative brings together perspectives across disciplines to help people understand how technology is transforming...
- January 2021 (Revised March 2021)
- Case
THE YES: Reimagining the Future of E-Commerce with Artificial Intelligence (AI)
By: Jill Avery, Ayelet Israeli and Emma von Maur
THE YES, a multi-brand shopping app launched in May 2020 offered a new type of buying experience for women’s fashion, driven by a sophisticated algorithm that used data science and machine learning to create and deliver a personalized store for every shopper, based on...
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Keywords:
Data;
Data Analytics;
Artificial Intelligence;
Ai;
Ai Algorithms;
Ai Creativity;
Fashion;
Retail;
Retail Analytics;
Digital Marketing;
E-commerce;
E-commerce Strategy;
Platform;
Platforms;
Big Data;
Preference Elicitation;
Preference Prediction;
Predictive Analytics;
App Development;
＂marketing Analytics＂;
Advertising;
Mobile App;
Mobile Marketing;
Apparel;
Referral Rewards;
Referrals;
Female Ceo;
Female Entrepreneur;
Female Protagonist;
Data and Data Sets;
Analysis;
Creativity;
Marketing Strategy;
Brands and Branding;
Consumer Behavior;
Demand and Consumers;
Forecasting and Prediction;
Marketing Channels;
Online Advertising;
Online Technology;
Mobile Technology;
Fashion Industry;
Retail Industry;
Apparel and Accessories Industry;
Consumer Products Industry;
United States
- December 2020
- Article
Consumer Reactance to Promotional Favors
By: Marco Bertini and Aylin Aydinli
Promotional favors are an increasingly popular but seldom researched form of price promotion where the receipt of the saving by consumers depends on an action on their part that is nonmonetary in nature, such as completing a questionnaire, posting a review, or making a...
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- 2020
- Working Paper
Vertical Integration of Healthcare Providers Increases Self-Referrals and Can Reduce Downstream Competition: The Case of Hospital-Owned Skilled Nursing Facilities
By: David Cutler, Leemore S. Dafny, David Grabowski, Steven S. Lee and Christopher Ody
The landscape of the U.S. healthcare industry is changing dramatically as healthcare providers expand both within and across markets. While federal antitrust agencies have mounted several challenges to same-market combinations, they have not challenged any...
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- 2020
- Working Paper
Hunting for Talent: Firm-Driven Labor Market Search in America
By: Rembrand Koning, Sharique Hasan and Ines Black
Research suggests that increased digitization of the labor market combined with the changing demand for skill has altered the job-search process. In this article, we argue that these changes have led to increased investments in firm-driven search for talent (or...
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- February 2020
- Article
Why Prosocial Referral Incentives Work: The Interplay of Reputational Benefits and Action Costs
By: Rachel Gershon, Cynthia Cryder and Leslie K. John
While selfish incentives typically outperform prosocial incentives, in the context of customer referral rewards, prosocial incentives can be more effective. Companies frequently offer “selfish” (i.e., sender-benefiting) referral incentives, offering customers financial...
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- Article
Defining, Measuring, and Improving Value in Spine Care
By: Robert S. Kaplan and Derek Haas
This chapter discusses how to measure and improve spine care outcomes and costs. Today’s commonly used outcome metrics, such as readmission and complication rates, are actually process and quality metrics. They are not the outcomes, such as improvement in pain and...
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- June 2018
- Article
Personal and Social Usage: The Origins of Active Customers and Ways to Keep Them Engaged
By: Clarence Lee, Elie Ofek and Thomas Steenburgh
We study how digital service firms can develop an active customer base, focusing on two questions. First, how does the way that customers use the service postadoption to meet their own needs (personal usage) and to interact with one another (social usage) vary across...
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- April 2018
- Article
Compromised Ethics in Hiring Processes? How Referrers' Power Affects Employees' Reactions to Referral Practices
By: Rellie Derfler-Rozin, Bradford Baker and F. Gino
In this paper, we explore referral-based hiring practices and show how a referrer’s power (relative to the hiring manager) influences other organizational members’ support (or lack thereof) for who is hired through perceptions of the hiring manager’s motives and...
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- November 2017
- Article
A Retrospective Analysis of Hypertension Screening at a Mass Gathering in India: Implications for Non-communicable Disease Control Strategies
By: S. Balsari, P. Vemulapalli, M. Gofine, K. Oswal, R. Merchant, S. Saunik, G. Greenough and T. Khanna
Cardiovascular disease is the leading cause of mortality from noncommunicable diseases (NCD) in India. The government’s National Programme for Prevention and Control of Cancer, Diabetes, Cardiovascular Diseases and Stroke seeks to increase capacity building, screening,...
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- August 2017 (Revised November 2017)
- Case
VTS
By: Mark Roberge and Michael Roberts
The case raises issues around sales force deployment and management issues in the SaaS industry. Specifically, VTS sells a software product to the real estate industry and has designed a Go-to-Market strategy for what the founders perceive to be the unique...
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- July 2017 (Revised November 2017)
- Case
Propel
By: Mitchell Weiss and Sarah McAra
In 2014, Jimmy Chen, a former product manager at Facebook, founded the start-up Propel to build software for low-income Americans. After conducting in-depth behavioral research, Chen and his small team in New York City began to develop technology to address the...
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Keywords:
Public Entrepreneurship;
Govtech;
Food Stamps;
Ebt;
Mobile App;
User Research;
Financial Services Referrals;
Grocery Marketing;
Customer Discovery;
Social Entrepreneurship;
Entrepreneurship;
Public Sector;
Business Model;
Research;
Social Enterprise;
Poverty;
Welfare;
Mobile Technology;
Software;
Technology Industry;
United States
- 2014
- Book
Collective Genius: The Art and Practice of Leading Innovation
By: Linda A. Hill, Greg Brandeau, Emily Truelove and Kent Lineback
Why can some organizations innovate time and again, while most cannot? You might think the key to innovation is attracting exceptional creative talent. Or making the right investments. Or breaking down organizational silos. All of these things may help—but there's only...
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- 2013
- Dissertation
Designing Freemium: A Model of Consumer Usage, Upgrade, and Referral Dynamics
By: Clarence Lee, Vineet Kumar and Sunil Gupta
Abstract. Over the past decade "freemium" (free + premium) has become the dominant business model among internet start-ups for its ability to acquire and monetize a large install-base with limited marketing resources. Freemium is a hybrid strategy where a firm offers...
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- September – October 2011
- Article
Manage the Culture Cycle
By: James L. Heskett
Organizational culture—the shared assumptions, values, and behaviors that determine "how we do things around here"—can be measured and shaped. In organizations with large numbers of customer-facing employees, it can account for up to half of the difference in operating...
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- 2012
- Book
The Culture Cycle: How to Shape the Unseen Force That Transforms Performance
By: James Heskett
The contribution of culture to organizational performance is both substantial and quantifiable. This book presents the results of field research that demonstrates how an effective culture can account for up to half of the differential in performance between...
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- June 2011
- Article
Implicit Voice Theories: Taken-for-granted Rules of Self-censorship at Work
By: J. R. Detert and Amy C. Edmondson
This article examines, in a series of four studies, the nature and impact of implicit voice theories-largely taken-for-granted beliefs about when and why speaking up at work is risky or inappropriate. In Study 1, qualitative data from 190 interviews conducted in a...
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- 2010
- Book
Buy-In: Saving Your Good Idea from Getting Shot Down
By: John P. Kotter and Lorne A. Whitehead
You've got a good idea. You know it could make a crucial difference for you, your organization, your community. You present it to the group but get confounding questions, inane comments, and verbal bullets in return. Before you know what's happened, your idea is dead,...
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- 2008
- Book
Ownership Quotient: Putting the Service Profit Chain to Work for Unbeatable Competitive Advantage
By: James L. Heskett, W. Earl Sasser Jr. and Joe Wheeler
Hundreds of large organizations worldwide have used the groundbreaking Service Profit Chain to improve business performance. Now The Ownership Quotient reveals the next generation of the chain: customer and employee "owners" of your business. Employee-owners exhibit...
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- 2008
- Book
On Competition
By: M. E. Porter
Competition is one of society's most powerful forces for making things better in many fields of human endeavor. The study of competition and the creation of value, in their full richness, have preoccupied me for several decades. Competition is pervasive, whether it...
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- 2008
- Book
Managing Up
By: Linda A. Hill
Managing up is not political game playing. Rather, it's a conscious approach to working with your supervisor toward goals that are important to both of you. Through managing up, you build a productive working relationship with your boss and create a way to use the...
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