Skip to Main Content
HBS Home
  • About
  • Academic Programs
  • Alumni
  • Faculty & Research
  • Baker Library
  • Giving
  • Harvard Business Review
  • Initiatives
  • News
  • Recruit
  • Map / Directions
Faculty & Research
  • Faculty
  • Research
  • Featured Topics
  • Academic Units
  • …→
  • Harvard Business School→
  • Faculty & Research→
  • Research
    • Research
    • Publications
    • Global Research Centers
    • Case Development
    • Initiatives & Projects
    • Research Services
    • Seminars & Conferences
    →
  • Publications→

Publications

Publications

Filter Results : (9) Arrow Down
Filter Results : (9) Arrow Down Arrow Up

Show Results For

  • All HBS Web  (35)
    • Faculty Publications  (9)

    Show Results For

    • All HBS Web  (35)
      • Faculty Publications  (9)

      Assortment Planning Remove Assortment Planning →

      Page 1 of 9 Results

      Are you looking for?

      → Search All HBS Web
      • July 2022
      • Supplement

      Solution for E-Commerce Analytics for CPG Firms (B): Optimizing Assortment for a New Retailer

      By: Ayelet Israeli
      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; Optimization; Analytics and Data Science; Analysis; Customer Value and Value Chain; Marketing Channels; E-commerce; Retail Industry; Consumer Products Industry; United States
      Citation
      Purchase
      Related
      Israeli, Ayelet. "Solution for E-Commerce Analytics for CPG Firms (B): Optimizing Assortment for a New Retailer." Harvard Business School Spreadsheet Supplement 523-705, July 2022.
      • 2022
      • Working Paper

      Canary Categories

      By: Eric Anderson, Chaoqun Chen, Ayelet Israeli and Duncan Simester
      Past customer spending in a category is generally a positive signal of future customer spending. We show that there exist “Canary Categories” for which the reverse is true. The more customers purchase in these categories, the less likely these customers are to return...  View Details
      Keywords: Churn; Churn Management; Churn/retention; Retention; Assortment Planning; Retail; Retailing; Retailing Industry; Preference Heterogeneity; Customer Relationship Management; Consumer Behavior; Retail Industry; United States
      Citation
      Related
      Anderson, Eric, Chaoqun Chen, Ayelet Israeli, and Duncan Simester. "Canary Categories." Working Paper, August 2022.
      • January 2021
      • Supplement

      E-Commerce Analytics for CPG Firms (B): Optimizing Assortment for a New Retailer

      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...  View Details
      Keywords: Data Analysis; Data Analytics; CPG; Consumer Packaged Goods (CPG); Online Channel; Retail; Retail Analytics; Retailing Industry; Data; Data Sharing; Ecommerce; Assortment Optimization; Assortment Planning; Analytics and Data Science; Retention; Retail Industry; Consumer Products Industry; United States
      Citation
      Purchase
      Related
      Israeli, Ayelet, and Fedor (Ted) Lisitsyn. "E-Commerce Analytics for CPG Firms (B): Optimizing Assortment for a New Retailer." Harvard Business School Spreadsheet Supplement 521-713, January 2021.
      • January 2021
      • Exercise

      E-Commerce Analytics for CPG Firms (B): Optimizing Assortment for a New Retailer

      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...  View Details
      Keywords: Data Analysis; Data Analytics; CPG; Consumer Packaged Goods (CPG); Online Channel; Retail Analytics; Retail; Retailing Industry; Data; Data Sharing; Ecommerce; CRM; Loyalty Management; Assortment Planning; Assortment Optimization; Lifetime Value (LTV); Analytics and Data Science; Analysis; Retention; E-commerce; Retail Industry; Consumer Products Industry; United States
      Citation
      Purchase
      Related
      Israeli, Ayelet, and Fedor (Ted) Lisitsyn. "E-Commerce Analytics for CPG Firms (B): Optimizing Assortment for a New Retailer." Harvard Business School Exercise 521-079, January 2021.
      • July 2012 (Revised July 2015)
      • Case

      Nalli Silk Sarees (A)

      By: V.G. Narayanan, Namrata Arora and Vidhya Muthuram
      Nalli Silk Sarees Private Limited was a family owned and operated business that retailed Indian ethnic wear. This 83-year-old company had enjoyed impressive growth with a $95 million turnover, a 22-store retail footprint, and had outdone its competitors by being the...  View Details
      Keywords: Pricing Strategy; Price; Strategy; Family Business; Growth and Development; Brands and Branding; Growth and Development Strategy; Expansion; Competitive Strategy; Apparel and Accessories Industry; India
      Citation
      Educators
      Purchase
      Related
      Narayanan, V.G., Namrata Arora, and Vidhya Muthuram. "Nalli Silk Sarees (A)." Harvard Business School Case 113-004, July 2012. (Revised July 2015.)
      • September – October 2010
      • Article

      The Effect of Product Variety and Inventory Levels on Retail Sales: A Longitudinal Study

      By: Zeynep Ton and Ananth Raman
      We examine the effects of product variety and inventory levels on store sales. Using four years of data from stores of a large retailer, we show that increases in product variety and inventory levels are both associated with higher sales. We also show that increasing...  View Details
      Keywords: Buildings and Facilities; Design; Logistics; Product; Quality; Sales; Retail Industry
      Citation
      Find at Harvard
      Related
      Ton, Zeynep, and Ananth Raman. "The Effect of Product Variety and Inventory Levels on Retail Sales: A Longitudinal Study." Production and Operations Management 19, no. 5 (September–October 2010): 546–560.
      • January 2006 (Revised December 2006)
      • Case

      Wal-Mart's Business Environment

      By: Felix Oberholzer-Gee
      In 2004, Wal-Mart Stores, Inc. proposed to build a new supercenter in Inglewood, a low-income community near Los Angeles. The proposal was a part of Wal-Mart's strategy to bring its supercenter format to California. Introduced in the late 1980s, supercenters added a...  View Details
      Keywords: Goals and Objectives; Expansion; Market Entry and Exit; Corporate Strategy; Labor Unions; Conflict and Resolution; Retail Industry; Los Angeles
      Citation
      Educators
      Purchase
      Related
      Oberholzer-Gee, Felix. "Wal-Mart's Business Environment." Harvard Business School Case 706-453, January 2006. (Revised December 2006.)
      • Research Summary

      Overview

      By: Kris Johnson Ferreira
      Professor Ferreira's research primarily focuses on how retailers can use algorithms to make better revenue management decisions, including pricing, product display, and assortment planning. In the retail industry, anticipating consumer demand is arguably one of the...  View Details
      Keywords: E-commerce; Analytics; Revenue Management; Pricing; Assortment Planning; Field Experiments; Operations; Supply Chain; Supply Chain Management; Retail Industry
      • Teaching Interest

      The Business of Entertainment, Media, and Sports (MBA)

      By: Anita Elberse
      This second-year MBA course is primarily designed for students pursuing a career in the entertainment, media and sports sectors -- including film, television, music, publishing, video games, the performing arts, sports, fashion, and advertising -- or who plan to work...  View Details
      • 1

      Are you looking for?

      → Search All HBS Web
      ǁ
      Campus Map
      Harvard Business School
      Soldiers Field
      Boston, MA 02163
      →Map & Directions
      →More Contact Information
      • Make a Gift
      • Site Map
      • Jobs
      • Harvard University
      • Trademarks
      • Policies
      • Accessibility
      • Digital Accessibility
      Copyright © President & Fellows of Harvard College