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- Faculty Publications (383)
Show Results For
-
All HBS Web
(1,487)
- News (267)
- Research (1,030)
- Events (6)
- Multimedia (2)
- Faculty Publications (383)
- 01 Apr 2024
- In Practice
Navigating the Mood of Customers Weary of Price Hikes
the Digital, Data, and Design Institute. Chiara Farronato: Dig into data to find regional and product differences When I think of prices, I think of data, lots of data. We often look at aggregate price data, which recently have been...
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- 24 Oct 2023
- Research & Ideas
When Tech Platforms Identify Black-Owned Businesses, White Customers Buy
backfiring,” Luca notes. Customers seek out Black-owned restaurants For the study, Yelp and Wayfair provided data on their platforms and programs. On Yelp, this included information about platform page...
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- April 2023
- Technical Note
An Art & A Science: How to Apply Design Thinking to Data Science Challenges
By: Michael Parzen, Eddie Lin, Douglas Ng and Jessie Li
We hear it all the time as managers: “what is the data that backs up your decisions?” Even local mom-and-pop shops now have access to complex point-of-sale systems that can closely track sales and customer data. Social media influencers have turned into seven-figure...
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Parzen, Michael, Eddie Lin, Douglas Ng, and Jessie Li. "An Art & A Science: How to Apply Design Thinking to Data Science Challenges." Harvard Business School Technical Note 623-070, April 2023.
- Web
5-Year Data Summary - Annual Report 2016
Financials 5-Year Data Summary 5-Year Data Summary CFO Letter Financial Highlights Statement of Activity & Cash Flows Consolidated Balance Sheet Supplemental Financial Information Financial View Details
- September 2020 (Revised June 2023)
- Exercise
Artea: Designing Targeting Strategies
By: Eva Ascarza and Ayelet Israeli
This collection of exercises aims to teach students about 1)Targeting Policies; and 2)Algorithmic bias in marketing—implications, causes, and possible solutions. Part (A) focuses on A/B testing analysis and targeting. Parts (B),(C),(D) Introduce algorithmic bias. The...
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Keywords:
Algorithmic Data;
Race And Ethnicity;
Experimentation;
Promotion;
"Marketing Analytics";
Marketing And Society;
Big Data;
Privacy;
Data-driven Management;
Data Analytics;
Data Analysis;
E-Commerce Strategy;
Discrimination;
Targeted Advertising;
Targeted Policies;
Targeting;
Pricing Algorithms;
A/B Testing;
Ethical Decision Making;
Customer Base Analysis;
Customer Heterogeneity;
Coupons;
Algorithmic Bias;
Marketing;
Race;
Gender;
Diversity;
Customer Relationship Management;
Marketing Communications;
Advertising;
Decision Making;
Ethics;
E-commerce;
Analytics and Data Science;
Retail Industry;
Apparel and Accessories Industry;
United States
Ascarza, Eva, and Ayelet Israeli. "Artea: Designing Targeting Strategies." Harvard Business School Exercise 521-021, September 2020. (Revised June 2023.)
- 22 Feb 2021
- Book
Reaching Today's Omnichannel Customer Takes a New Sales Strategy
components: actionable customer selection criteria (because resources spent on accounts A and B are not available for accounts C, D, and so on); clarity about the buying process for target customers as it...
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Keywords:
by Kristen Senz
- Web
Five Year Data Summary - Financial Report 2015
Financials 5-Year Data Summary Statement of Activity & Cash Flows Consolidated Balance Sheet Supplemental Financial Information Financial Data IN MILLIONS for the Fiscal Year {FY} ended June 30... 2015 2014...
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- 05 Jun 2019
- Research & Ideas
If Your Customers Don't Care What You Charge, What Should You Charge?
An estimated 60 percent of retail gasoline customers return to the same gas station to refuel, without comparison shopping, according to a recent study. Driven by factors such as habit, brand loyalty, switching costs, and search (which...
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Digital Ubiquity: How Connections, Sensors, and Data Are Revolutionizing Business
When Google bought Nest, a maker of digital thermostats, for $3.2 billion just a few months ago, it was a clear indication that digital transformation and connection are spreading across even the most traditional industrial segments and creating a staggering array... View Details
- 1991
- Article
Job Satisfaction, Service Capability and Customer Satisfaction: An Examination of Linkages and Management Implications
By: Leonard A. Schlesinger and Jeffrey Zornitsky
Survey data from 1,277 employees and 4,269 customers of a personal lines insurance organization were analyzed with the following results: (a) employee perceptions of service quality are positively related to both job satisfaction and self-perceived service capability;...
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Schlesinger, Leonard A., and Jeffrey Zornitsky. "Job Satisfaction, Service Capability and Customer Satisfaction: An Examination of Linkages and Management Implications." Human Resource Planning 14, no. 2 (1991): 141–149.
- June 2023
- Simulation
Artea Dashboard and Targeting Policy Evaluation
By: Ayelet Israeli and Eva Ascarza
Companies deploy A/B experiments to gain valuable insights about their customers in order to answer strategic business problems. In marketing, A/B tests are often used to evaluate marketing interventions intended to generate incremental outcomes for the firm. The Artea...
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Keywords:
Algorithm Bias;
Algorithmic Data;
Race And Ethnicity;
Experimentation;
Promotion;
Marketing And Society;
Big Data;
Privacy;
Data-driven Management;
Data Analysis;
Data Analytics;
E-Commerce Strategy;
Discrimination;
Targeted Advertising;
Targeted Policies;
Pricing Algorithms;
A/B Testing;
Ethical Decision Making;
Customer Base Analysis;
Customer Heterogeneity;
Coupons;
Marketing;
Race;
Gender;
Diversity;
Customer Relationship Management;
Marketing Communications;
Advertising;
Decision Making;
Ethics;
E-commerce;
Analytics and Data Science;
Retail Industry;
Apparel and Accessories Industry;
United States
- Fast Answer
Government data and information sources for public entrepreneurship
demographics. PolicyMap captures View Details
- 27 Feb 2024
- Research & Ideas
Why Companies Should Share Their DEI Data (Even When It’s Unflattering)
products. “At the moment, many companies aren’t disclosing data on their workforce diversity,” Nam explains. “Simply disclosing this information is enough to improve customer attitudes.” The research comes...
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Keywords:
by Shalene Gupta
- 02 Apr 2015
- Research & Ideas
Digital Initiative Summit: Freeing Patient Data to Enable Innovation
Patients are not actually the customers in the United States health care system, a fact largely to blame for the dearth of communication and data sharing between providers, according to experts at a recent...
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- January 2008
- Teaching Note
Pilgrim Bank (A): Statistics Review with Data Desk
By: Frances X. Frei
Teaching Note for 602104.
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- January 2021 (Revised March 2021)
- Supplement
E-Commerce Analytics for CPG Firms (C): Free Delivery Terms
By: Ayelet Israeli and Fedor (Ted) Lisitsyn
The E-Commerce Analytics group at the traditional CPG firm was in charge of compiling various online sales reports, as well as making data-driven recommendations for sales and marketing tactics. In a series of exercises, students address different data challenges for...
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Keywords:
Data;
Data Analysis;
Data Analytics;
Data Sharing;
CPG;
Consumer Packaged Goods (CPG);
Delivery Planning;
Customer Lifetime Value;
Online Channel;
Retail;
Retail Analytics;
Retailing Industry;
Ecommerce;
Grocery;
Grocery Delivery;
Margins;
Retention;
Analytics and Data Science;
Analysis;
Retail Industry;
Consumer Products Industry;
United States
- Article
How Direct-to-Consumer Brands Can Continue to Grow
By: V. Kasturi Rangan, Daniel Corsten, Matt Higgins and Leonard A. Schlesinger
Direct-to-consumer (DTC) brands such as Allbirds, Casper, Peloton, and Warby Parker have creatively found a weakness in the marketing citadel of incumbent brands. By using data gleaned from daily interactions with customers, these brands have been able to adapt how...
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Keywords:
Direct-to-consumer;
Customer Journey;
Business Model;
Customer Relationship Management;
Growth and Development Strategy
Rangan, V. Kasturi, Daniel Corsten, Matt Higgins, and Leonard A. Schlesinger. "How Direct-to-Consumer Brands Can Continue to Grow." Harvard Business Review 99, no. 6 (November–December 2021): 101–109.
- 22 Feb 2024
- Research & Ideas
How to Make AI 'Forget' All the Private Data It Shouldn't Have
They already offer fine tuning and customization of models through their application programming interfaces. This will also help facilitate more high-risk use cases in areas like health care and financial services, where you might have...
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- 18 May 2022
- Research & Ideas
Are Banks the ‘Bad Guys’? Overdraft Fees Are Crushing Low-Income Customers
Payday lenders have long been cast as villains for charging consumers sky-high interest rates, leaving borrowers who live paycheck to paycheck struggling to repay loans. But conventional banks are just as guilty of using fees to penalize consumers, hurting low-income...
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