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  • 2013
  • Working Paper

Do Display Ads Influence Search?: Attribution and Dynamics in Online Advertising

By: Sunil Gupta
As firms increasingly rely on online media to acquire consumers, marketing managers feel comfortable justifying higher online marketing spend by referring to online metrics such as click-through rate (CTR) and cost per acquisition (CPA). However, these standard online... View Details
Keywords: Internet and the Web; Digital Marketing
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  • Other Article

The Market That Wasn't: The Non-emergence of the Online Grocery Category

By: Chad Navis, Greg Fisher, Ryan Raffaelli and Mary Ann Glynn
We examine the non-emergence of a potential new market category. In the late 1990s the entrepreneurial firms that attempted to sell groceries online attracted significant resources, made meaningful technological advancements and generated immense publicity, yet online... View Details
Keywords: Internet and the Web; Food; Emerging Markets; Service Industry; Food and Beverage Industry
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  • Winter 2016
  • Article

Analytics for an Online Retailer: Demand Forecasting and Price Optimization

By: Kris J. Ferreira, Bin Hong Alex Lee and David Simchi-Levi
We present our work with an online retailer, Rue La La, as an example of how a retailer can use its wealth of data to optimize pricing decisions on a daily basis. Rue La La is in the online fashion sample sales industry, where they offer extremely limited-time... View Details
Keywords: Internet and the Web; Price; Forecasting and Prediction; Revenue; Sales; Retail Industry
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  • June 2009
  • Article

Highbrow Films Gather Dust: Time-inconsistent Preferences and Online DVD Rentals

By: Katherine L. Milkman, Todd Rogers and Max H. Bazerman
We report on a field study demonstrating systematic differences between the preferences people anticipate they will have over a series of options in the future and their subsequent revealed preferences over those options. Using a novel panel data set, we analyze the... View Details
Keywords: Decision Choices and Conditions; Forecasting and Prediction; Film Entertainment; Demand and Consumers; Renting or Rental; Power and Influence; Prejudice and Bias; Online Technology; Motion Pictures and Video Industry
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  • 2007
  • Working Paper

Highbrow Films Gather Dust: Time-inconsistent Preferences and Online DVD Rentals

By: Katherine L. Milkman, Todd Rogers and Max H. Bazerman
We report on a field study demonstrating systematic differences between the preferences people anticipate they will have over a series of options in the future and their subsequent revealed preferences over those options. Using a novel panel data set, we analyze the... View Details
Keywords: Internet and the Web; Decision Choices and Conditions; Attitudes; Conflict and Resolution; Emotions; Film Entertainment; Cognition and Thinking; Entertainment and Recreation Industry
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  • June 2016
  • Article

Understanding Online Hotel Reviews Through Automated Text Analysis

By: Shawn Mankad, Hyunjeong "Spring" Han, Joel Goh and Srinagesh Gavirneni
Customer reviews submitted at Internet travel portals are an important yet underexplored new resource in obtaining feedback on customer experience for the hospitality industry. These data are often voluminous and unstructured, presenting analytical challenges for... View Details
Keywords: Hotel Reviews; Natural Language Processing; Information Technology; Service Operations; Accommodations Industry; Moscow
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  • Web

Sustainable Business Strategy Course | HBS Online

Completion Boost your resume with a Certificate of Completion from HBS Online Earn by: completing this course Certificate of Specialization Prove your mastery of strategy or business in society Earn by: completing any three courses within... View Details
  • 25 Oct 2013
  • News

The Vast Majority Of Music Online Goes Basically Unpurchased

  • Research Summary

Overview

By: Ayelet Israeli
Professor Israeli utilizes econometric methods and field experiments to study data driven decision making in marketing context. Her research focuses on data-driven marketing, with an emphasis on how businesses can leverage their own data, customer data, and market data... View Details
Keywords: Channel Management; Pricing; Pricing Policies; Online Marketing; E-commerce; Analytics; Econometrics; Field Experiments; Data Analytics; Artificial Intelligence; Value Of Data
  • 28 Feb 2013
  • Working Paper Summaries

Do Display Ads Influence Search? Attribution and Dynamics in Online Advertising

Keywords: by Pavel Kireyev, Koen Pauwels & Sunil Gupta; Advertising
  • 01 Dec 1997
  • News

1997 Placement Data Reflect January Cohort's Success

campus this year and enhances access to MBA students for firms that have not traditionally recruited at HBS; A new Web site for recruiters, with online tools, event listings, and other features to provide more efficient access to MBA... View Details
  • Web

Business Fundamentals Course - CORe | HBS Online

exam Self-Paced with regular deadlines This course earns you a Credential of Readiness from HBS Online. What you earn . Overview Syllabus Enrollment Stories FAQs Apply Now Key Concepts Analyze and interpret data to inform business... View Details
  • 2015
  • Working Paper

The Market That Wasn't: The Non-Emergence of the Online Grocery Category.

By: C. Navis, G. Fisher, Ryan Raffaelli and Mary Ann Glynn
In this paper, we examine the non-emergence of a potential new market category. In the late 1990s, the entrepreneurial firms that attempted to sell groceries online in the US attracted significant resources, made impressive technological advancements, and generated... View Details
Keywords: Emerging Markets; Failure; Food; Online Technology; Food and Beverage Industry; Web Services Industry
Related
  • 26 Jul 2017
  • Cold Call Podcast

The Revolution in Advertising: From Don Draper to Big Data

Keywords: Re: John A. Deighton; Advertising
  • Web

Privacy Policy & Legal Info | HBS Online

your request in our Support Portal . This Privacy Notice (“Notice”) explains the data privacy practices of Harvard Business School Online (“HBS Online”, "we”, “us”, or “our”) in connection with your use of... View Details
  • 02 Apr 2012
  • Research & Ideas

Do Online Dating Platforms Help Those Who Need Them Most?

identify potential partners in the offline world, and the online worlds are helping them do that, thereby potentially equalizing access to romantic relationships.” Harvard Business School Associate Professor Mikolaj Piskorski has studied... View Details
Keywords: by Carmen Nobel; Technology
  • Web

Data Tips & Toolkits - Research Computing Services

Package Wordcloud R Package Web Scraping Please remember that before embarking on a web scraping project, you should check the university guidance on web scraping and the... View Details
  • 2018
  • Working Paper

Opportunistic Returns and Dynamic Pricing: Empirical Evidence from Online Retailing in Emerging Markets

By: Chaithanya Bandi, Antonio Moreno, Donald Ngwe and Zhiji Xu
We investigate how dynamic pricing can lead to higher operational costs through more product returns in the online retail industry. Dynamic pricing has been widely applied by many online retailers. Research has shown that, in response to dynamic pricing, some customers... View Details
Keywords: Price; Policy; Consumer Behavior; Cost Management; Emerging Markets; Retail Industry
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  • January 2021 (Revised March 2022)
  • Case

Arçelik: From a Dealer Network to an Omnichannel Experience

By: Ayelet Israeli and Fares Khrais
Arçelik Turkey, the country’s market leader in household appliances, was at an omnichannel crossroads in January 2020. Arçelik was a B2B player utilizing a dealership network with an umbrella of brands and had one of the largest brick-and-mortar store networks in... View Details
Keywords: Digital Marketing; Bricks And Mortar; Franchise Management; Franchising; Dealer Network; Dealers; B2B; B2B2C; Tradition; Culture Change; Cultural Adaptation; Omnichannel; Omnichannel Retail; Omni-channel; Omnichannel Retailing; Sales Channels; Sales Channel Development; Channel Management; Channels Of Distribution; Marketplace; Platforms; Collaboration; Online Channel; Online Data; Online Sales; Online Shopping; Online; Retail; Retailing; Disruption; Transformation; Franchise Ownership; Change Management; Partners and Partnerships; Consumer Behavior; Sales; Internet and the Web; Marketing Strategy; Conflict and Resolution; Conflict Management; Organizational Culture; Distribution Channels; Digital Transformation; Digital Platforms; Electronics Industry; Retail Industry; Consumer Products Industry; Turkey
Related

    Impact of Online Consumer Reviews on Sales: The Moderating Role of Product and Consumer Characteristics

    This article examines how product and consumer characteristics moderate the influence of online consumer reviews on product sales using data from the video game industry. The findings indicate that online reviews are more influential for less popular games and... View Details