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Effects of search engine advertising on user clicks, conversions, and basket choice

Author

Listed:
  • Patrick Winter

    (University at Marburg)

  • Paul Alpar

    (University at Marburg)

Abstract

Many firms place ads in search engines in order to motivate users to visit their website. However, users may react differently to an ad. For example, some users who intended to click on the organic result may now click on the ad, which creates unnecessary costs and diminishes profits. This paper presents the first systematic investigation of all effects on users an ad can cause during their search with a given keyword at a certain point in time. It covers the three sequential decisions users make: whether (and where) to click, whether to convert, and what (or how much) to buy. We develop a model by which each effect can separately be quantified and regressed on the search context, allowing insights into what drives user reactions. As a demonstration for its application, we conduct a large-scale field experiment on brand bidding, the practice of placing ads for brand names.

Suggested Citation

  • Patrick Winter & Paul Alpar, 2020. "Effects of search engine advertising on user clicks, conversions, and basket choice," Electronic Markets, Springer;IIM University of St. Gallen, vol. 30(4), pages 837-862, December.
    • Handle: RePEc:spr:elmark:v:30:y:2020:i:4:d:10.1007_s12525-019-00376-5
    DOI: 10.1007/s12525-019-00376-5
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    References listed on IDEAS

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    1. Kirmani, Amna, 1990. "The Effect of Perceived Advertising Costs on Brand Perceptions," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 17(2), pages 160-171, September.
    2. Thomas Blake & Chris Nosko & Steven Tadelis, 2015. "Consumer Heterogeneity and Paid Search Effectiveness: A Large‐Scale Field Experiment," Econometrica, Econometric Society, vol. 83, pages 155-174, January.
    3. Ron Berman & Zsolt Katona, 2013. "The Role of Search Engine Optimization in Search Marketing," Marketing Science, INFORMS, vol. 32(4), pages 644-651, July.
    4. Abou Nabout, Nadia & Skiera, Bernd, 2012. "Return on Quality Improvements in Search Engine Marketing," Journal of Interactive Marketing, Elsevier, vol. 26(3), pages 141-154.
    5. Michael R. Baye & Babur De los Santos & Matthijs R. Wildenbeest, 2016. "Search Engine Optimization: What Drives Organic Traffic to Retail Sites?," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 25(1), pages 6-31, March.
    6. Oliver J. Rutz & Michael Trusov, 2011. "Zooming In on Paid Search Ads--A Consumer-Level Model Calibrated on Aggregated Data," Marketing Science, INFORMS, vol. 30(5), pages 789-800, September.
    7. Bernard J. Jansen & Marc Resnick, 2006. "An examination of searcher's perceptions of nonsponsored and sponsored links during ecommerce Web searching," Journal of the American Society for Information Science and Technology, Association for Information Science & Technology, vol. 57(14), pages 1949-1961, December.
    8. Loomes, Graham & Sugden, Robert, 1982. "Regret Theory: An Alternative Theory of Rational Choice under Uncertainty," Economic Journal, Royal Economic Society, vol. 92(368), pages 805-824, December.
    9. Ashish Agarwal & Kartik Hosanagar & Michael D. Smith, 2015. "Do Organic Results Help or Hurt Sponsored Search Performance?," Information Systems Research, INFORMS, vol. 26(4), pages 695-713, December.
    10. Anindya Ghose & Sha Yang, 2009. "An Empirical Analysis of Search Engine Advertising: Sponsored Search in Electronic Markets," Management Science, INFORMS, vol. 55(10), pages 1605-1622, October.
    11. Hausman, Jerry A, 1975. "An Instrumental Variable Approach to Full Information Estimators for Linear and Certain Nonlinear Econometric Models," Econometrica, Econometric Society, vol. 43(4), pages 727-738, July.
    12. Breuer, Ralph & Brettel, Malte, 2012. "Short- and Long-term Effects of Online Advertising: Differences between New and Existing Customers," Journal of Interactive Marketing, Elsevier, vol. 26(3), pages 155-166.
    13. Sha Yang & Anindya Ghose, 2010. "Analyzing the Relationship Between Organic and Sponsored Search Advertising: Positive, Negative, or Zero Interdependence?," Marketing Science, INFORMS, vol. 29(4), pages 602-623, 07-08.
    14. J. Yannis Bakos, 1997. "Reducing Buyer Search Costs: Implications for Electronic Marketplaces," Management Science, INFORMS, vol. 43(12), pages 1676-1692, December.
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