Performance analysis of keyword advertising campaign using gender-brand effect of search queries

Partha Mukherjee, Bernard Jansen

Research output: Contribution to journalArticle

7 Citations (Scopus)

Abstract

In this research, we analyze the relationship among (1) the performance metrics of a sponsored search campaign, (2) the gender orientation of queries, and (3) the occurrence of branded terms in queries. The aim of this research is to investigate the effectiveness of increased personalization of search engine advertising in order to improve the consumer's online experience. We segregate keyphrases from a dataset covering thirty-three consecutive months from a major US retailer consisting of 7 million daily records of a real time keyword advertising campaign into three gender categories (male, female and neutral) each with two groups (branded and unbranded) term usage. Using ANOVA, we analyze the effect of gender and brand keyphrases on critical sponsored search performance metrics of impressions, clicks, cost-per-clicks, sales revenue, orders, items purchased and return on advertising. Research findings show that the combination of brand focus with the gender-orientation of keyphrases is a significant factor in predicting sponsored search performance and behavior. There are statistically significant variations in consumer behavior as measured by sponsored search metrics among the gender categories. Specifically, females are more attracted to the use of branded terms than males, perhaps due to the trust and customer loyalty generated by brand image. Our results establishes that positive brand reputation creates dramatic influence on consumer's loyalty over the brand and hence strongly affects their interests, activities and purchasing behavior in e-commerce environment.

Original languageEnglish
Pages (from-to)139-149
Number of pages11
JournalElectronic Commerce Research and Applications
Volume13
Issue number2
DOIs
Publication statusPublished - 2014
Externally publishedYes

Fingerprint

Marketing
Consumer behavior
Purchasing
Search engines
Analysis of variance (ANOVA)
Sales
Advertising campaign
Query
Performance analysis
Key words
Costs
Sponsored search
Performance metrics

Keywords

  • ANOVA
  • Branding focus
  • Games-Howell test
  • Gender orientation
  • Sponsored search

ASJC Scopus subject areas

  • Management of Technology and Innovation
  • Marketing
  • Computer Networks and Communications
  • Computer Science Applications

Cite this

Performance analysis of keyword advertising campaign using gender-brand effect of search queries. / Mukherjee, Partha; Jansen, Bernard.

In: Electronic Commerce Research and Applications, Vol. 13, No. 2, 2014, p. 139-149.

Research output: Contribution to journalArticle

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